niko0xdev/skilljev
Text Classification • Updated • 15
Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
json
Languages:
English
Size:
10K - 100K
License:
id stringlengths 12 18 | schema_version stringclasses 1
value | taxonomy_version stringclasses 1
value | requirement unknown | evidence listlengths 0 3 | labels dict | meta unknown |
|---|---|---|---|---|---|---|
sj-v004-real-02965 | 0.1 | 0.1 | {
"text": "Proven React in production",
"skill": "React",
"group_id": "frontend",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-real-02965-e1",
"section": "cv_excerpt",
"source_type": "cv",
"text": "As a React Frontend Engineer, I have been responsible for building and delivering high-quality user interfaces for web applications."
}
] | {
"group_id": "frontend",
"evidence_label": "supported",
"proficiency_label": "3"
} | {
"difficulty": "hard",
"case_type": "real_hands_on",
"source": "djinni_cv_en",
"source_record": "d350ff10-27c8-5b5d-b085-e0d548869910",
"source_license": "MIT (lang-uk/recruitment-dataset-candidate-profiles-english)",
"split": "train",
"label_status": "silver_rules_v006",
"label_convention": "v0.2"
} |
sj-v004-syn-022166 | 0.1 | 0.1 | {
"text": "Production SLO/SLI skills",
"skill": "SLO/SLI",
"group_id": "reliability_obs",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-022166-e1",
"section": "summary",
"source_type": "cv",
"text": "I have no experience with SLO/SLI at all."
}
] | {
"group_id": "reliability_obs",
"evidence_label": "contradicted",
"proficiency_label": "0"
} | {
"difficulty": "easy",
"case_type": "explicit_none",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v006-c-01746 | 0.1 | 0.1 | {
"text": "Commercial React experience",
"skill": "React",
"group_id": "frontend",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v006-c-01746-e1",
"section": "experience",
"source_type": "cv",
"text": "University coursework included a React assignment."
}
] | {
"group_id": "frontend",
"evidence_label": "partial",
"proficiency_label": "1"
} | {
"difficulty": "hard",
"case_type": "contrast_partial_supported",
"source": "synthetic_v006",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-025337 | 0.1 | 0.1 | {
"text": "caching strategy (must have)",
"skill": "caching strategy",
"group_id": "system_design",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-025337-e1",
"section": "experience",
"source_type": "cv",
"text": "Independently implemented cache-aside for hot endpoints; on-call owner for it."
}
] | {
"group_id": "system_design",
"evidence_label": "supported",
"proficiency_label": "3"
} | {
"difficulty": "easy",
"case_type": "direct_moderate",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-006977 | 0.1 | 0.1 | {
"text": "Strong SLO/SLI skills",
"skill": "SLO/SLI",
"group_id": "reliability_obs",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-006977-e1",
"section": "experience",
"source_type": "cv",
"text": "Delivered features end-to-end where I defined SLIs for team services."
}
] | {
"group_id": "reliability_obs",
"evidence_label": "supported",
"proficiency_label": "3"
} | {
"difficulty": "easy",
"case_type": "direct_moderate",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-030858 | 0.1 | 0.1 | {
"text": "Experience with API versioning",
"skill": "API versioning",
"group_id": "api_design",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-030858-e1",
"section": "experience",
"source_type": "cv",
"text": "Senior engineer (2019-2024): created deprecation and versioning policy adopted company-wide."
}
] | {
"group_id": "api_design",
"evidence_label": "supported",
"proficiency_label": "4"
} | {
"difficulty": "easy",
"case_type": "direct_strong",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-021233 | 0.1 | 0.1 | {
"text": "Rust (must have)",
"skill": "Rust",
"group_id": "lang_core",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-021233-e1",
"section": "summary",
"source_type": "cv",
"text": "I have not used Rust professionally or in projects; my experience is in other areas."
}
] | {
"group_id": "lang_core",
"evidence_label": "contradicted",
"proficiency_label": "0"
} | {
"difficulty": "easy",
"case_type": "explicit_none",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v008-cv-00975 | 0.1 | 0.1 | {
"text": "Strong hiring skills",
"skill": "hiring",
"group_id": "leadership",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v008-cv-00975-e1",
"section": "cv_excerpt",
"source_type": "cv",
"text": "Cut build time by 40% by tuning the hiring configuration."
}
] | {
"group_id": "leadership",
"evidence_label": "supported",
"proficiency_label": "3"
} | {
"difficulty": "hard",
"case_type": "convention_v02",
"source": "synthetic_v008",
"split": "train",
"label_status": "synthetic_convention_v0.2"
} |
sj-v004-real-01689 | 0.1 | 0.1 | {
"text": "Strong Node.js skills",
"skill": "Node.js",
"group_id": "lang_core",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-real-01689-e1",
"section": "cv_excerpt",
"source_type": "cv",
"text": "I have 4 years of working experience in C#, .NET framework, Angular 2+, Node JS, Nest JS., and cross domains."
}
] | {
"group_id": "lang_core",
"evidence_label": "supported",
"proficiency_label": "3"
} | {
"difficulty": "hard",
"case_type": "real_years_hands_on",
"source": "djinni_cv_en",
"source_record": "b584b330-6fda-5082-b831-a543b832a90c",
"source_license": "MIT (lang-uk/recruitment-dataset-candidate-profiles-english)",
"split": "train",
"label_status": "silver_rules_v006",
"label_convention": "v0.... |
sj-v004-syn-004649 | 0.1 | 0.1 | {
"text": "Solid integration testing knowledge",
"skill": "integration testing",
"group_id": "testing_quality",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-004649-e1",
"section": "experience",
"source_type": "cv",
"text": "Experience: Technical writer producing API documentation."
}
] | {
"group_id": "testing_quality",
"evidence_label": "insufficient",
"proficiency_label": "unknown"
} | {
"difficulty": "hard",
"case_type": "missing_skill",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-017034 | 0.1 | 0.1 | {
"text": "Production accessibility skills",
"skill": "accessibility",
"group_id": "frontend",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-017034-e1",
"section": "experience",
"source_type": "cv",
"text": "Day to day I fixed accessibility issues reported by QA on my own."
},
{
"evidence_id": "sj-v004-syn-017034-e2",
"section": "summary",
"source_type": "cv",
"text": "Looking for a produ... | {
"group_id": "frontend",
"evidence_label": "supported",
"proficiency_label": "3"
} | {
"difficulty": "easy",
"case_type": "direct_moderate",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-010877 | 0.1 | 0.1 | {
"text": "Deep state management expertise",
"skill": "state management",
"group_id": "frontend",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-010877-e1",
"section": "interview",
"source_type": "interview",
"text": "Interviewer: zero state management exposure confirmed by candidate."
},
{
"evidence_id": "sj-v004-syn-010877-e2",
"section": "summary",
"source_type": "cv",
"text": "Agile/Scrum... | {
"group_id": "frontend",
"evidence_label": "contradicted",
"proficiency_label": "0"
} | {
"difficulty": "easy",
"case_type": "verified_none",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-021105 | 0.1 | 0.1 | {
"text": "Expert-level authorization (RBAC)",
"skill": "authorization (RBAC)",
"group_id": "security",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-021105-e1",
"section": "summary",
"source_type": "cv",
"text": "Detail-oriented professional with great communication skills."
}
] | {
"group_id": "security",
"evidence_label": "insufficient",
"proficiency_label": "unknown"
} | {
"difficulty": "easy",
"case_type": "vague_claim",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v005-bl4-00994 | 0.1 | 0.1 | {
"text": "Experience with Rust",
"skill": "Rust",
"group_id": "lang_core",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v005-bl4-00994-e1",
"section": "experience",
"source_type": "cv",
"text": "Senior engineer and design owner: implemented a Rust log shipper replacing Logstash, 10x lower CPU."
}
] | {
"group_id": "lang_core",
"evidence_label": "supported",
"proficiency_label": "4"
} | {
"difficulty": "hard",
"case_type": "boundary_l4",
"source": "synthetic_v005",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-001850 | 0.1 | 0.1 | {
"text": "Deep Kotlin expertise",
"skill": "Kotlin",
"group_id": "lang_core",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-001850-e1",
"section": "skills_list",
"source_type": "cv",
"text": "Technologies: Docker, Kotlin, Scrum, SQL"
}
] | {
"group_id": "lang_core",
"evidence_label": "insufficient",
"proficiency_label": "unknown"
} | {
"difficulty": "hard",
"case_type": "keyword_only",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v008-cv-01766 | 0.1 | 0.1 | {
"text": "Experience with TDD",
"skill": "TDD",
"group_id": "testing_quality",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v008-cv-01766-e1",
"section": "cv_excerpt",
"source_type": "cv",
"text": "Implemented multiple systems with tools like TDD, C++, Bash and Python."
}
] | {
"group_id": "testing_quality",
"evidence_label": "partial",
"proficiency_label": "unknown"
} | {
"difficulty": "hard",
"case_type": "convention_v02",
"source": "synthetic_v008",
"split": "train",
"label_status": "synthetic_convention_v0.2"
} |
sj-v004-syn-000081 | 0.1 | 0.1 | {
"text": "unit testing experience",
"skill": "unit testing",
"group_id": "testing_quality",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-000081-e1",
"section": "experience",
"source_type": "cv",
"text": "As distinguished engineer I set testing standards and raised coverage from 30% to 85% across the org; I am the go-to unit testing authority company-wide and publish on unit testing."
},
{
"eviden... | {
"group_id": "testing_quality",
"evidence_label": "supported",
"proficiency_label": "5"
} | {
"difficulty": "easy",
"case_type": "expert",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-real-00705 | 0.1 | 0.1 | {
"text": "Strong Python skills",
"skill": "Python",
"group_id": "lang_core",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-real-00705-e1",
"section": "cv_excerpt",
"source_type": "cv",
"text": "Basic knowledge of programming languages: python, bash"
}
] | {
"group_id": "lang_core",
"evidence_label": "partial",
"proficiency_label": "1"
} | {
"difficulty": "hard",
"case_type": "real_learning",
"source": "djinni_cv_en",
"source_record": "fa311860-9e07-5c40-9d3b-c1b039204384",
"source_license": "MIT (lang-uk/recruitment-dataset-candidate-profiles-english)",
"split": "train",
"label_status": "silver_rules_v006",
"label_convention": "v0.2"
} |
sj-v004-syn-024725 | 0.1 | 0.1 | {
"text": "Expert-level Kubernetes",
"skill": "Kubernetes",
"group_id": "cloud_devops",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-024725-e1",
"section": "skills_list",
"source_type": "cv",
"text": "Keywords: Agile, Kubernetes, Linux, REST"
}
] | {
"group_id": "cloud_devops",
"evidence_label": "insufficient",
"proficiency_label": "unknown"
} | {
"difficulty": "hard",
"case_type": "keyword_only",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-024598 | 0.1 | 0.1 | {
"text": "PostgreSQL (must have)",
"skill": "PostgreSQL",
"group_id": "data_storage",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-024598-e1",
"section": "interview",
"source_type": "interview",
"text": "Interviewer: zero PostgreSQL exposure confirmed by candidate."
},
{
"evidence_id": "sj-v004-syn-024598-e2",
"section": "summary",
"source_type": "cv",
"text": "Also worked with ... | {
"group_id": "data_storage",
"evidence_label": "contradicted",
"proficiency_label": "0"
} | {
"difficulty": "easy",
"case_type": "verified_none",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v008-cv-01105 | 0.1 | 0.1 | {
"text": "Commercial Python experience",
"skill": "Python",
"group_id": "lang_core",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v008-cv-01105-e1",
"section": "cv_excerpt",
"source_type": "cv",
"text": "Worked on a mobile game project in Python."
}
] | {
"group_id": "lang_core",
"evidence_label": "partial",
"proficiency_label": "2"
} | {
"difficulty": "hard",
"case_type": "convention_v02",
"source": "synthetic_v008",
"split": "train",
"label_status": "synthetic_convention_v0.2"
} |
sj-v004-syn-010646 | 0.1 | 0.1 | {
"text": "Solid Rust knowledge",
"skill": "Rust",
"group_id": "lang_core",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-010646-e1",
"section": "projects",
"source_type": "portfolio",
"text": "Case study: implemented a Rust log shipper replacing Logstash, 10x lower CPU. Includes architecture diagrams and benchmark results."
}
] | {
"group_id": "lang_core",
"evidence_label": "supported",
"proficiency_label": "4"
} | {
"difficulty": "easy",
"case_type": "direct_strong",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-004011 | 0.1 | 0.1 | {
"text": "CI/CD experience",
"skill": "CI/CD",
"group_id": "cloud_devops",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-004011-e1",
"section": "summary",
"source_type": "cv",
"text": "haven't worked with ci/cd; my background is elsewhere."
}
] | {
"group_id": "cloud_devops",
"evidence_label": "contradicted",
"proficiency_label": "0"
} | {
"difficulty": "easy",
"case_type": "explicit_none",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-real-01412 | 0.1 | 0.1 | {
"text": "Proven Python in production",
"skill": "Python",
"group_id": "lang_core",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-real-01412-e1",
"section": "cv_excerpt",
"source_type": "cv",
"text": "Migrated large and complicated codebase to Python 3"
}
] | {
"group_id": "lang_core",
"evidence_label": "supported",
"proficiency_label": "3"
} | {
"difficulty": "hard",
"case_type": "real_strong_ownership",
"source": "djinni_cv_en",
"source_record": "f5def979-7632-5ac3-b64e-8dd9715259bc",
"source_license": "MIT (lang-uk/recruitment-dataset-candidate-profiles-english)",
"split": "train",
"label_status": "agent_reviewed_v005",
"label_convention": ... |
sj-v004-syn-011901 | 0.1 | 0.1 | {
"text": "Deep Go expertise",
"skill": "Go",
"group_id": "lang_core",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-011901-e1",
"section": "experience",
"source_type": "cv",
"text": "Software engineer (2021-2024): built Go microservices and fixed production bugs."
},
{
"evidence_id": "sj-v004-syn-011901-e2",
"section": "summary",
"source_type": "cv",
"text": "Base... | {
"group_id": "lang_core",
"evidence_label": "supported",
"proficiency_label": "3"
} | {
"difficulty": "easy",
"case_type": "direct_moderate",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-025283 | 0.1 | 0.1 | {
"text": "Production microservices skills",
"skill": "microservices",
"group_id": "system_design",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-025283-e1",
"section": "experience",
"source_type": "cv",
"text": "Independently built and operated two microservices; on-call owner for it."
}
] | {
"group_id": "system_design",
"evidence_label": "supported",
"proficiency_label": "3"
} | {
"difficulty": "easy",
"case_type": "direct_moderate",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-real-00830 | 0.1 | 0.1 | {
"text": "Strong Python skills",
"skill": "Python",
"group_id": "lang_core",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-real-00830-e1",
"section": "cv_excerpt",
"source_type": "cv",
"text": "At the moment I am additionally taking online courses from Yandex Academy in Python, Data science."
}
] | {
"group_id": "lang_core",
"evidence_label": "partial",
"proficiency_label": "1"
} | {
"difficulty": "hard",
"case_type": "real_learning",
"source": "djinni_cv_en",
"source_record": "c55c123e-4f20-5b92-929f-eac5acda71ae",
"source_license": "MIT (lang-uk/recruitment-dataset-candidate-profiles-english)",
"split": "train",
"label_status": "silver_rules_v006",
"label_convention": "v0.2"
} |
sj-v004-syn-013376 | 0.1 | 0.1 | {
"text": "Working knowledge of distributed tracing",
"skill": "distributed tracing",
"group_id": "reliability_obs",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-013376-e1",
"section": "experience",
"source_type": "cv",
"text": "Senior engineer (2019-2024): rolled out OpenTelemetry tracing across 30 services and used it to cut latency 40%."
}
] | {
"group_id": "reliability_obs",
"evidence_label": "supported",
"proficiency_label": "4"
} | {
"difficulty": "easy",
"case_type": "direct_strong",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v008-cv-01896 | 0.1 | 0.1 | {
"text": "Experience with state management",
"skill": "state management",
"group_id": "frontend",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v008-cv-01896-e1",
"section": "cv_excerpt",
"source_type": "cv",
"text": "Improved state management performance by 30% for one critical report."
}
] | {
"group_id": "frontend",
"evidence_label": "supported",
"proficiency_label": "3"
} | {
"difficulty": "hard",
"case_type": "convention_v02",
"source": "synthetic_v008",
"split": "train",
"label_status": "synthetic_convention_v0.2"
} |
sj-v004-syn-001972 | 0.1 | 0.1 | {
"text": "Experience with OWASP secure coding",
"skill": "OWASP secure coding",
"group_id": "security",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-001972-e1",
"section": "experience",
"source_type": "cv",
"text": "Delivered features end-to-end where I fixed OWASP findings from pentests."
},
{
"evidence_id": "sj-v004-syn-001972-e2",
"section": "summary",
"source_type": "cv",
"text": "Also worked... | {
"group_id": "security",
"evidence_label": "supported",
"proficiency_label": "3"
} | {
"difficulty": "easy",
"case_type": "direct_moderate",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-real-03598 | 0.1 | 0.1 | {
"text": "Strong Kubernetes skills",
"skill": "Kubernetes",
"group_id": "cloud_devops",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-real-03598-e1",
"section": "cv_excerpt",
"source_type": "cv",
"text": "Built distributed inference server based on Tensorflow Serving and Kubernetes on ARM64 architecture."
}
] | {
"group_id": "cloud_devops",
"evidence_label": "supported",
"proficiency_label": "3"
} | {
"difficulty": "hard",
"case_type": "real_hands_on",
"source": "djinni_cv_en",
"source_record": "a19f5f61-2ec7-50f0-941e-9aab4bbf68f7",
"source_license": "MIT (lang-uk/recruitment-dataset-candidate-profiles-english)",
"split": "train",
"label_status": "silver_rules_v006",
"label_convention": "v0.2"
} |
sj-v004-syn-007013 | 0.1 | 0.1 | {
"text": "Working knowledge of OWASP secure coding",
"skill": "OWASP secure coding",
"group_id": "security",
"target_level": 3,
"importance": "must"
} | [] | {
"group_id": "security",
"evidence_label": "insufficient",
"proficiency_label": "unknown"
} | {
"difficulty": "easy",
"case_type": "no_evidence",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-019368 | 0.1 | 0.1 | {
"text": "Commercial experience with unit testing",
"skill": "unit testing",
"group_id": "testing_quality",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-019368-e1",
"section": "experience",
"source_type": "cv",
"text": "Senior backend developer; key achievement: set testing standards and raised coverage from 30% to 85% across the org."
}
] | {
"group_id": "testing_quality",
"evidence_label": "supported",
"proficiency_label": "4"
} | {
"difficulty": "easy",
"case_type": "direct_strong",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-005576 | 0.1 | 0.1 | {
"text": "Strong accessibility skills",
"skill": "accessibility",
"group_id": "frontend",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-005576-e1",
"section": "summary",
"source_type": "cv",
"text": "I have not used accessibility professionally or in projects; my experience is in other areas."
}
] | {
"group_id": "frontend",
"evidence_label": "contradicted",
"proficiency_label": "0"
} | {
"difficulty": "easy",
"case_type": "explicit_none",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-005072 | 0.1 | 0.1 | {
"text": "Expert-level performance tuning",
"skill": "performance tuning",
"group_id": "reliability_obs",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-005072-e1",
"section": "projects",
"source_type": "portfolio",
"text": "case study: profiled and tuned jvm services increasing throughput 3x on the same hardware. includes architecture diagrams and benchmark results."
},
{
"evidence_id": "sj-v004-syn-005072-e2",... | {
"group_id": "reliability_obs",
"evidence_label": "supported",
"proficiency_label": "4"
} | {
"difficulty": "easy",
"case_type": "direct_strong",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-019189 | 0.1 | 0.1 | {
"text": "Experience with monitoring",
"skill": "monitoring",
"group_id": "reliability_obs",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-019189-e1",
"section": "skills_list",
"source_type": "cv",
"text": "Keywords: Agile, monitoring, Linux, REST"
}
] | {
"group_id": "reliability_obs",
"evidence_label": "insufficient",
"proficiency_label": "unknown"
} | {
"difficulty": "hard",
"case_type": "keyword_only",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-006105 | 0.1 | 0.1 | {
"text": "Working knowledge of caching strategy",
"skill": "caching strategy",
"group_id": "system_design",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-006105-e1",
"section": "education",
"source_type": "cv",
"text": "University course project using caching strategy for a simple CRUD demo."
}
] | {
"group_id": "system_design",
"evidence_label": "partial",
"proficiency_label": "1"
} | {
"difficulty": "easy",
"case_type": "toy_project",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v006-c-01226 | 0.1 | 0.1 | {
"text": "Commercial secrets management experience",
"skill": "secrets management",
"group_id": "security",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v006-c-01226-e1",
"section": "experience",
"source_type": "cv",
"text": "My team migrated all secrets to Vault with dynamic credentials; I only wrote some tests around it."
}
] | {
"group_id": "security",
"evidence_label": "partial",
"proficiency_label": "2"
} | {
"difficulty": "hard",
"case_type": "contrast_partial_supported",
"source": "synthetic_v006",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-real-03559 | 0.1 | 0.1 | {
"text": "Proven Python in production",
"skill": "Python",
"group_id": "lang_core",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-real-03559-e1",
"section": "cv_excerpt",
"source_type": "cv",
"text": "Also, I'm familiar with Python, x86(x64)/ARM/MIPS assembly, OpenGL, JS, HTML/CSS, SQL, Functional Programming, cybersecurity practices, and much more interesting stuff."
}
] | {
"group_id": "lang_core",
"evidence_label": "partial",
"proficiency_label": "1"
} | {
"difficulty": "hard",
"case_type": "real_learning",
"source": "djinni_cv_en",
"source_record": "8ff15f51-4f0d-556e-9743-3ed1dcb3bd64",
"source_license": "MIT (lang-uk/recruitment-dataset-candidate-profiles-english)",
"split": "train",
"label_status": "silver_rules_v006",
"label_convention": "v0.2"
} |
sj-v004-syn-018822 | 0.1 | 0.1 | {
"text": "Commercial experience with React",
"skill": "React",
"group_id": "frontend",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-018822-e1",
"section": "experience",
"source_type": "cv",
"text": "Senior engineer (2019-2024): architected React micro-frontend platform for 6 teams."
}
] | {
"group_id": "frontend",
"evidence_label": "supported",
"proficiency_label": "4"
} | {
"difficulty": "easy",
"case_type": "direct_strong",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-real-06212 | 0.1 | 0.1 | {
"text": "Proven REST API design in production",
"skill": "REST API design",
"group_id": "api_design",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-real-06212-e1",
"section": "cv_excerpt",
"source_type": "cv",
"text": "DevOps Engineer with 4 years of experience. Has wide range of hands-on experience in commercial software development, starting from DevOps practices to Big Data stack technologies. Skilled in a field of ... | {
"group_id": "api_design",
"evidence_label": "insufficient",
"proficiency_label": "unknown"
} | {
"difficulty": "hard",
"case_type": "real_missing_skill",
"source": "djinni_cv_en",
"source_record": "35befc4c-9cbe-5930-84fc-6a286bd3d5ed",
"source_license": "MIT (lang-uk/recruitment-dataset-candidate-profiles-english)",
"split": "train",
"label_status": "silver_rules_v006",
"label_convention": "v0.2... |
sj-v004-real-02379 | 0.1 | 0.1 | {
"text": "Java experience",
"skill": "Java",
"group_id": "lang_core",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-real-02379-e1",
"section": "cv_excerpt",
"source_type": "cv",
"text": "I'm AQA with, more than 5+ years of commercial experience on Java."
}
] | {
"group_id": "lang_core",
"evidence_label": "supported",
"proficiency_label": "3"
} | {
"difficulty": "hard",
"case_type": "real_years_hands_on",
"source": "djinni_cv_en",
"source_record": "dc8560d5-549e-5056-bcf9-b8311b45fa08",
"source_license": "MIT (lang-uk/recruitment-dataset-candidate-profiles-english)",
"split": "train",
"label_status": "silver_rules_v006",
"label_convention": "v0.... |
sj-v004-syn-022099 | 0.1 | 0.1 | {
"text": "Good understanding of secrets management",
"skill": "secrets management",
"group_id": "security",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-022099-e1",
"section": "experience",
"source_type": "cv",
"text": "Assisted on tasks where the team used AWS Secrets Manager in services; picked tickets prepared by the lead."
},
{
"evidence_id": "sj-v004-syn-022099-e2",
"section": "summary",
"source_typ... | {
"group_id": "security",
"evidence_label": "partial",
"proficiency_label": "2"
} | {
"difficulty": "easy",
"case_type": "below_target",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v008-cv-01688 | 0.1 | 0.1 | {
"text": "Production microservices skills",
"skill": "microservices",
"group_id": "system_design",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v008-cv-01688-e1",
"section": "cv_excerpt",
"source_type": "cv",
"text": "Would like to grow into microservices development in the future."
}
] | {
"group_id": "system_design",
"evidence_label": "insufficient",
"proficiency_label": "unknown"
} | {
"difficulty": "hard",
"case_type": "convention_v02",
"source": "synthetic_v008",
"split": "train",
"label_status": "synthetic_convention_v0.2"
} |
sj-v004-syn-023007 | 0.1 | 0.1 | {
"text": "Strong hands-on PostgreSQL background",
"skill": "PostgreSQL",
"group_id": "data_storage",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-023007-e1",
"section": "experience",
"source_type": "cv",
"text": "Built and ran services using MySQL; considering PostgreSQL next."
}
] | {
"group_id": "data_storage",
"evidence_label": "partial",
"proficiency_label": "2"
} | {
"difficulty": "hard",
"case_type": "adjacent_tech",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-017738 | 0.1 | 0.1 | {
"text": "incident response (must have)",
"skill": "incident response",
"group_id": "reliability_obs",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-017738-e1",
"section": "experience",
"source_type": "cv",
"text": "Bootcamp assignment: basic incident response exercise."
}
] | {
"group_id": "reliability_obs",
"evidence_label": "partial",
"proficiency_label": "1"
} | {
"difficulty": "easy",
"case_type": "toy_project",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-015335 | 0.1 | 0.1 | {
"text": "Production monitoring skills",
"skill": "monitoring",
"group_id": "reliability_obs",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-015335-e1",
"section": "summary",
"source_type": "cv",
"text": "monitoring guru, top expert level."
},
{
"evidence_id": "sj-v004-syn-015335-e2",
"section": "summary",
"source_type": "cv",
"text": "Agile/Scrum teams of 5-8 people."
}
] | {
"group_id": "reliability_obs",
"evidence_label": "partial",
"proficiency_label": "unknown"
} | {
"difficulty": "hard",
"case_type": "claim_no_detail",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-006974 | 0.1 | 0.1 | {
"text": "Hands-on MongoDB",
"skill": "MongoDB",
"group_id": "data_storage",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-006974-e1",
"section": "experience",
"source_type": "cv",
"text": "Delivered features end-to-end where I built MongoDB aggregations for reporting."
}
] | {
"group_id": "data_storage",
"evidence_label": "supported",
"proficiency_label": "3"
} | {
"difficulty": "easy",
"case_type": "direct_moderate",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-028433 | 0.1 | 0.1 | {
"text": "Practical Terraform experience",
"skill": "Terraform",
"group_id": "cloud_devops",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-028433-e1",
"section": "interview",
"source_type": "interview",
"text": "Interviewer: zero Terraform exposure confirmed by candidate."
}
] | {
"group_id": "cloud_devops",
"evidence_label": "contradicted",
"proficiency_label": "0"
} | {
"difficulty": "easy",
"case_type": "verified_none",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-000696 | 0.1 | 0.1 | {
"text": "Working knowledge of SLO/SLI",
"skill": "SLO/SLI",
"group_id": "reliability_obs",
"target_level": 4,
"importance": "must"
} | [] | {
"group_id": "reliability_obs",
"evidence_label": "insufficient",
"proficiency_label": "unknown"
} | {
"difficulty": "easy",
"case_type": "no_evidence",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-000519 | 0.1 | 0.1 | {
"text": "Strong hands-on ownership background",
"skill": "ownership",
"group_id": "leadership",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-000519-e1",
"section": "experience",
"source_type": "cv",
"text": "Contributed peripheral tickets to a project where the team owned the payments domain end-to-end including roadmap and on-call."
}
] | {
"group_id": "leadership",
"evidence_label": "partial",
"proficiency_label": "2"
} | {
"difficulty": "hard",
"case_type": "team_credit",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-012287 | 0.1 | 0.1 | {
"text": "Deep SLO/SLI expertise",
"skill": "SLO/SLI",
"group_id": "reliability_obs",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-012287-e1",
"section": "experience",
"source_type": "cv",
"text": "Trainee developer; shadowed seniors who defined SLIs for team services."
},
{
"evidence_id": "sj-v004-syn-012287-e2",
"section": "summary",
"source_type": "cv",
"text": "B.Sc. in Comp... | {
"group_id": "reliability_obs",
"evidence_label": "partial",
"proficiency_label": "2"
} | {
"difficulty": "easy",
"case_type": "below_target",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-013019 | 0.1 | 0.1 | {
"text": "GCP (must have)",
"skill": "GCP",
"group_id": "cloud_devops",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-013019-e1",
"section": "experience",
"source_type": "cv",
"text": "Independently ran services on Cloud Run and Cloud SQL; on-call owner for it."
}
] | {
"group_id": "cloud_devops",
"evidence_label": "supported",
"proficiency_label": "3"
} | {
"difficulty": "easy",
"case_type": "direct_moderate",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-real-04503 | 0.1 | 0.1 | {
"text": "Proven React in production",
"skill": "React",
"group_id": "frontend",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-real-04503-e1",
"section": "cv_excerpt",
"source_type": "cv",
"text": "I also created a video-viewing website similar to YouTube using material UI and React.js."
}
] | {
"group_id": "frontend",
"evidence_label": "partial",
"proficiency_label": "2"
} | {
"difficulty": "hard",
"case_type": "real_hands_on",
"source": "djinni_cv_en",
"source_record": "74bdfb0f-6611-5be3-b24b-d75f4310559a",
"source_license": "MIT (lang-uk/recruitment-dataset-candidate-profiles-english)",
"split": "train",
"label_status": "agent_reviewed_v005",
"label_convention": "v0.2"
} |
sj-v004-real-03778 | 0.1 | 0.1 | {
"text": "Strong Java skills",
"skill": "Java",
"group_id": "lang_core",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-real-03778-e1",
"section": "cv_excerpt",
"source_type": "cv",
"text": "Java core course completed"
}
] | {
"group_id": "lang_core",
"evidence_label": "partial",
"proficiency_label": "1"
} | {
"difficulty": "hard",
"case_type": "real_learning",
"source": "djinni_cv_en",
"source_record": "41ba034f-be27-5405-9f3e-10b23535068d",
"source_license": "MIT (lang-uk/recruitment-dataset-candidate-profiles-english)",
"split": "train",
"label_status": "silver_rules_v006",
"label_convention": "v0.2"
} |
sj-v004-syn-010204 | 0.1 | 0.1 | {
"text": "Experience with mentoring",
"skill": "mentoring",
"group_id": "leadership",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-010204-e1",
"section": "experience",
"source_type": "cv",
"text": "junior engineer (10 months): helped the team when it mentored an intern, under a senior's guidance."
}
] | {
"group_id": "leadership",
"evidence_label": "partial",
"proficiency_label": "2"
} | {
"difficulty": "easy",
"case_type": "below_target",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-023520 | 0.1 | 0.1 | {
"text": "distributed tracing (must have)",
"skill": "distributed tracing",
"group_id": "reliability_obs",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-023520-e1",
"section": "skills_list",
"source_type": "cv",
"text": "Stack: distributed tracing, Jira, Confluence, Git"
},
{
"evidence_id": "sj-v004-syn-023520-e2",
"section": "summary",
"source_type": "cv",
"text": "Fluent English."
}
] | {
"group_id": "reliability_obs",
"evidence_label": "insufficient",
"proficiency_label": "unknown"
} | {
"difficulty": "hard",
"case_type": "keyword_only",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-021392 | 0.1 | 0.1 | {
"text": "Practical performance tuning experience",
"skill": "performance tuning",
"group_id": "reliability_obs",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-021392-e1",
"section": "interview",
"source_type": "interview",
"text": "Interviewer: zero performance tuning exposure confirmed by candidate."
}
] | {
"group_id": "reliability_obs",
"evidence_label": "contradicted",
"proficiency_label": "0"
} | {
"difficulty": "easy",
"case_type": "verified_none",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-000637 | 0.1 | 0.1 | {
"text": "Strong hands-on integration testing background",
"skill": "integration testing",
"group_id": "testing_quality",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-000637-e1",
"section": "interview",
"source_type": "interview",
"text": "Candidate confirmed they have never worked with integration testing."
}
] | {
"group_id": "testing_quality",
"evidence_label": "contradicted",
"proficiency_label": "0"
} | {
"difficulty": "easy",
"case_type": "verified_none",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-006144 | 0.1 | 0.1 | {
"text": "Proven encryption in production",
"skill": "encryption",
"group_id": "security",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-006144-e1",
"section": "experience",
"source_type": "cv",
"text": "Independently enabled TLS and field encryption for user data; on-call owner for it."
}
] | {
"group_id": "security",
"evidence_label": "supported",
"proficiency_label": "3"
} | {
"difficulty": "easy",
"case_type": "direct_moderate",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-031191 | 0.1 | 0.1 | {
"text": "Deep Node.js expertise",
"skill": "Node.js",
"group_id": "lang_core",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-031191-e1",
"section": "experience",
"source_type": "cv",
"text": "Tech lead who led the Node.js/TypeScript gateway rewrite reducing p99 from 900ms to 120ms, and mentored the team on Node.js practices."
}
] | {
"group_id": "lang_core",
"evidence_label": "supported",
"proficiency_label": "4"
} | {
"difficulty": "easy",
"case_type": "direct_strong",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-real-05904 | 0.1 | 0.1 | {
"text": "Proven PostgreSQL in production",
"skill": "PostgreSQL",
"group_id": "data_storage",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-real-05904-e1",
"section": "cv_excerpt",
"source_type": "cv",
"text": "EPAM DevOps Spring Program 2021 Production experience with Containerization and with Container Orchestration Systems; Experience with Jenkins, BitBucket Pipeline;"
}
] | {
"group_id": "data_storage",
"evidence_label": "insufficient",
"proficiency_label": "unknown"
} | {
"difficulty": "hard",
"case_type": "real_missing_skill",
"source": "djinni_cv_en",
"source_record": "d31b629f-4e42-5cd3-89b3-034e6b74a655",
"source_license": "MIT (lang-uk/recruitment-dataset-candidate-profiles-english)",
"split": "train",
"label_status": "silver_rules_v006",
"label_convention": "v0.2... |
sj-v004-syn-012557 | 0.1 | 0.1 | {
"text": "Production Python skills",
"skill": "Python",
"group_id": "lang_core",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-012557-e1",
"section": "experience",
"source_type": "cv",
"text": "Experience: Senior iOS engineer (Swift) shipping consumer apps for 6 years."
}
] | {
"group_id": "lang_core",
"evidence_label": "insufficient",
"proficiency_label": "unknown"
} | {
"difficulty": "hard",
"case_type": "missing_skill",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v005-bl5-01282 | 0.1 | 0.1 | {
"text": "Strong static analysis skills",
"skill": "static analysis",
"group_id": "testing_quality",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v005-bl5-01282-e1",
"section": "experience",
"source_type": "cv",
"text": "Company-wide static analysis authority: introduced SonarQube and custom lint rules gating all merges; defined the static analysis standards all teams follow and speak at conferences."
}
] | {
"group_id": "testing_quality",
"evidence_label": "supported",
"proficiency_label": "5"
} | {
"difficulty": "hard",
"case_type": "boundary_l5",
"source": "synthetic_v005",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-000131 | 0.1 | 0.1 | {
"text": "Strong hands-on MongoDB background",
"skill": "MongoDB",
"group_id": "data_storage",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-000131-e1",
"section": "experience",
"source_type": "cv",
"text": "CV: modeled sharded MongoDB collections for 2B documents."
},
{
"evidence_id": "sj-v004-syn-000131-e2",
"section": "interview",
"source_type": "interview",
"text": "Interview: candida... | {
"group_id": "data_storage",
"evidence_label": "contradicted",
"proficiency_label": "2"
} | {
"difficulty": "hard",
"case_type": "cv_vs_interview",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-real-00028 | 0.1 | 0.1 | {
"text": "Proven Java in production",
"skill": "Java",
"group_id": "lang_core",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-real-00028-e1",
"section": "cv_excerpt",
"source_type": "cv",
"text": "Working mainly with Java but also familiar with programming in Kotlin."
}
] | {
"group_id": "lang_core",
"evidence_label": "partial",
"proficiency_label": "1"
} | {
"difficulty": "hard",
"case_type": "real_learning",
"source": "djinni_cv_en",
"source_record": "63d040b6-7680-50e4-8f33-a4ed369bfdd8",
"source_license": "MIT (lang-uk/recruitment-dataset-candidate-profiles-english)",
"split": "train",
"label_status": "silver_rules_v006",
"label_convention": "v0.2"
} |
sj-v004-syn-029506 | 0.1 | 0.1 | {
"text": "performance tuning experience",
"skill": "performance tuning",
"group_id": "reliability_obs",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-029506-e1",
"section": "interview",
"source_type": "interview",
"text": "Interview notes: candidate stated they never used performance tuning."
}
] | {
"group_id": "reliability_obs",
"evidence_label": "contradicted",
"proficiency_label": "0"
} | {
"difficulty": "easy",
"case_type": "verified_none",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-019755 | 0.1 | 0.1 | {
"text": "Working knowledge of accessibility",
"skill": "accessibility",
"group_id": "frontend",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-019755-e1",
"section": "experience",
"source_type": "cv",
"text": "fellow-level engineer: led wcag 2.1 aa remediation and audits. wrote the internal accessibility handbook and teach accessibility externally."
},
{
"evidence_id": "sj-v004-syn-019755-e2",
"sec... | {
"group_id": "frontend",
"evidence_label": "supported",
"proficiency_label": "5"
} | {
"difficulty": "easy",
"case_type": "expert",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-011081 | 0.1 | 0.1 | {
"text": "Proven Kotlin in production",
"skill": "Kotlin",
"group_id": "lang_core",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-011081-e1",
"section": "skills_list",
"source_type": "cv",
"text": "Tools: Git, Kotlin, Docker, Postman, Jira"
}
] | {
"group_id": "lang_core",
"evidence_label": "insufficient",
"proficiency_label": "unknown"
} | {
"difficulty": "hard",
"case_type": "keyword_only",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-real-06704 | 0.1 | 0.1 | {
"text": "Proven unit testing in production",
"skill": "unit testing",
"group_id": "testing_quality",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-real-06704-e1",
"section": "cv_excerpt",
"source_type": "cv",
"text": "Daily and monthly reports preparation Updating the clients base Development of business cases and negotiation"
}
] | {
"group_id": "testing_quality",
"evidence_label": "insufficient",
"proficiency_label": "unknown"
} | {
"difficulty": "hard",
"case_type": "real_missing_skill",
"source": "djinni_cv_en",
"source_record": "622ef0dc-2b91-5b97-b061-9a13306a47f3",
"source_license": "MIT (lang-uk/recruitment-dataset-candidate-profiles-english)",
"split": "train",
"label_status": "silver_rules_v006",
"label_convention": "v0.2... |
sj-v004-syn-002332 | 0.1 | 0.1 | {
"text": "Deep caching strategy expertise",
"skill": "caching strategy",
"group_id": "system_design",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-002332-e1",
"section": "experience",
"source_type": "cv",
"text": "Lead engineer 2018-2023: designed multi-layer caching (CDN, Redis, local) cutting DB load 70%."
},
{
"evidence_id": "sj-v004-syn-002332-e2",
"section": "summary",
"source_type": "cv",
... | {
"group_id": "system_design",
"evidence_label": "supported",
"proficiency_label": "4"
} | {
"difficulty": "easy",
"case_type": "direct_strong",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-000646 | 0.1 | 0.1 | {
"text": "Production Go skills",
"skill": "Go",
"group_id": "lang_core",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-000646-e1",
"section": "summary",
"source_type": "cv",
"text": "Advanced Go skills; strong Go background."
},
{
"evidence_id": "sj-v004-syn-000646-e2",
"section": "summary",
"source_type": "cv",
"text": "Based in Europe, open to remote."
}
] | {
"group_id": "lang_core",
"evidence_label": "partial",
"proficiency_label": "unknown"
} | {
"difficulty": "hard",
"case_type": "claim_no_detail",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-005792 | 0.1 | 0.1 | {
"text": "Good understanding of mentoring",
"skill": "mentoring",
"group_id": "leadership",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-005792-e1",
"section": "experience",
"source_type": "cv",
"text": "Bootcamp assignment: basic mentoring exercise."
},
{
"evidence_id": "sj-v004-syn-005792-e2",
"section": "summary",
"source_type": "cv",
"text": "Fluent English."
}
] | {
"group_id": "leadership",
"evidence_label": "partial",
"proficiency_label": "1"
} | {
"difficulty": "easy",
"case_type": "toy_project",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-real-02734 | 0.1 | 0.1 | {
"text": "React experience",
"skill": "React",
"group_id": "frontend",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-real-02734-e1",
"section": "cv_excerpt",
"source_type": "cv",
"text": "Created an offline-first React Native client for the APIs."
}
] | {
"group_id": "frontend",
"evidence_label": "supported",
"proficiency_label": "3"
} | {
"difficulty": "hard",
"case_type": "real_hands_on",
"source": "djinni_cv_en",
"source_record": "82a46e63-d3ea-54c8-821d-3be434ce9b41",
"source_license": "MIT (lang-uk/recruitment-dataset-candidate-profiles-english)",
"split": "train",
"label_status": "silver_rules_v006",
"label_convention": "v0.2"
} |
sj-v004-real-01086 | 0.1 | 0.1 | {
"text": "Strong Python skills",
"skill": "Python",
"group_id": "lang_core",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-real-01086-e1",
"section": "cv_excerpt",
"source_type": "cv",
"text": "Languages: Python(Pandas, Numpy, Matplotlib, Seaborn, Scikit-learn), PySpark, Matlab"
}
] | {
"group_id": "lang_core",
"evidence_label": "insufficient",
"proficiency_label": "unknown"
} | {
"difficulty": "hard",
"case_type": "real_keyword_list",
"source": "djinni_cv_en",
"source_record": "b5897258-5b05-559e-9bf5-b28b701eb4b9",
"source_license": "MIT (lang-uk/recruitment-dataset-candidate-profiles-english)",
"split": "train",
"label_status": "silver_rules_v006",
"label_convention": "v0.2"... |
sj-v004-syn-022118 | 0.1 | 0.1 | {
"text": "Expert-level API versioning",
"skill": "API versioning",
"group_id": "api_design",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-022118-e1",
"section": "experience",
"source_type": "cv",
"text": "As distinguished engineer I created deprecation and versioning policy adopted company-wide; I am the go-to API versioning authority company-wide and publish on API versioning."
},
{
"evidence_id"... | {
"group_id": "api_design",
"evidence_label": "supported",
"proficiency_label": "5"
} | {
"difficulty": "easy",
"case_type": "expert",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-real-04649 | 0.1 | 0.1 | {
"text": "Strong microservices skills",
"skill": "microservices",
"group_id": "system_design",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-real-04649-e1",
"section": "cv_excerpt",
"source_type": "cv",
"text": "Worked at a basic level with Microservice architecture."
}
] | {
"group_id": "system_design",
"evidence_label": "partial",
"proficiency_label": "1"
} | {
"difficulty": "hard",
"case_type": "real_learning",
"source": "djinni_cv_en",
"source_record": "85a4251d-b2ff-5cba-bca6-3eae2bec9d09",
"source_license": "MIT (lang-uk/recruitment-dataset-candidate-profiles-english)",
"split": "train",
"label_status": "agent_reviewed_v005",
"label_convention": "v0.2"
} |
sj-v006-c-00960 | 0.1 | 0.1 | {
"text": "Hands-on OpenAPI",
"skill": "OpenAPI",
"group_id": "api_design",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v006-c-00960-e1",
"section": "experience",
"source_type": "cv",
"text": "Six months of junior experience where I helped as the team wrote OpenAPI specs for team services."
}
] | {
"group_id": "api_design",
"evidence_label": "partial",
"proficiency_label": "2"
} | {
"difficulty": "hard",
"case_type": "contrast_partial_supported",
"source": "synthetic_v006",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-021100 | 0.1 | 0.1 | {
"text": "Experience with CI/CD",
"skill": "CI/CD",
"group_id": "cloud_devops",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-021100-e1",
"section": "experience",
"source_type": "cv",
"text": "senior backend developer; key achievement: designed ci/cd with canary and automated rollback for 60 repos."
},
{
"evidence_id": "sj-v004-syn-021100-e2",
"section": "summary",
"source_type... | {
"group_id": "cloud_devops",
"evidence_label": "supported",
"proficiency_label": "4"
} | {
"difficulty": "easy",
"case_type": "direct_strong",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-030824 | 0.1 | 0.1 | {
"text": "Strong hands-on Node.js background",
"skill": "Node.js",
"group_id": "lang_core",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-030824-e1",
"section": "experience",
"source_type": "cv",
"text": "as distinguished engineer i led the node.js/typescript gateway rewrite reducing p99 from 900ms to 120ms; i am the go-to node.js authority company-wide and publish on node.js."
}
] | {
"group_id": "lang_core",
"evidence_label": "supported",
"proficiency_label": "5"
} | {
"difficulty": "easy",
"case_type": "expert",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-020726 | 0.1 | 0.1 | {
"text": "Expert-level GraphQL",
"skill": "GraphQL",
"group_id": "api_design",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-020726-e1",
"section": "experience",
"source_type": "cv",
"text": "Trainee developer; shadowed seniors who built GraphQL resolvers for the mobile app."
},
{
"evidence_id": "sj-v004-syn-020726-e2",
"section": "summary",
"source_type": "cv",
"text": "F... | {
"group_id": "api_design",
"evidence_label": "partial",
"proficiency_label": "2"
} | {
"difficulty": "easy",
"case_type": "below_target",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-015676 | 0.1 | 0.1 | {
"text": "Deep accessibility expertise",
"skill": "accessibility",
"group_id": "frontend",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-015676-e1",
"section": "experience",
"source_type": "cv",
"text": "Delivered features end-to-end where I fixed accessibility issues reported by QA."
}
] | {
"group_id": "frontend",
"evidence_label": "supported",
"proficiency_label": "3"
} | {
"difficulty": "easy",
"case_type": "direct_moderate",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v006-c-01692 | 0.1 | 0.1 | {
"text": "Strong TDD skills",
"skill": "TDD",
"group_id": "testing_quality",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v006-c-01692-e1",
"section": "experience",
"source_type": "cv",
"text": "My team coached teams on TDD and ran katas; team defect rate dropped 50%; I only wrote some tests around it."
}
] | {
"group_id": "testing_quality",
"evidence_label": "partial",
"proficiency_label": "2"
} | {
"difficulty": "hard",
"case_type": "contrast_partial_supported",
"source": "synthetic_v006",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-009545 | 0.1 | 0.1 | {
"text": "Hands-on React",
"skill": "React",
"group_id": "frontend",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-009545-e1",
"section": "projects",
"source_type": "portfolio",
"text": "Case study: architected React micro-frontend platform for 6 teams. Includes architecture diagrams and benchmark results."
}
] | {
"group_id": "frontend",
"evidence_label": "supported",
"proficiency_label": "4"
} | {
"difficulty": "easy",
"case_type": "direct_strong",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v008-cv-01386 | 0.1 | 0.1 | {
"text": "Strong Rust skills",
"skill": "Rust",
"group_id": "lang_core",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v008-cv-01386-e1",
"section": "cv_excerpt",
"source_type": "cv",
"text": "Covered Rust fundamentals and exercises in a training program."
}
] | {
"group_id": "lang_core",
"evidence_label": "partial",
"proficiency_label": "1"
} | {
"difficulty": "hard",
"case_type": "convention_v02",
"source": "synthetic_v008",
"split": "train",
"label_status": "synthetic_convention_v0.2"
} |
sj-v004-syn-012384 | 0.1 | 0.1 | {
"text": "Deep OWASP secure coding expertise",
"skill": "OWASP secure coding",
"group_id": "security",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-012384-e1",
"section": "experience",
"source_type": "cv",
"text": "Experience: Built REST services with Spring Boot for 4 years."
}
] | {
"group_id": "security",
"evidence_label": "insufficient",
"proficiency_label": "unknown"
} | {
"difficulty": "hard",
"case_type": "missing_skill",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-005186 | 0.1 | 0.1 | {
"text": "Proven distributed consistency in production",
"skill": "distributed consistency",
"group_id": "system_design",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-005186-e1",
"section": "experience",
"source_type": "cv",
"text": "Summary: QA engineer writing manual test plans. Hobbies: football."
}
] | {
"group_id": "system_design",
"evidence_label": "insufficient",
"proficiency_label": "unknown"
} | {
"difficulty": "hard",
"case_type": "missing_skill",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-real-03283 | 0.1 | 0.1 | {
"text": "Strong React skills",
"skill": "React",
"group_id": "frontend",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-real-03283-e1",
"section": "cv_excerpt",
"source_type": "cv",
"text": "About 2 years experience in writing frontend on React"
}
] | {
"group_id": "frontend",
"evidence_label": "supported",
"proficiency_label": "3"
} | {
"difficulty": "hard",
"case_type": "real_years_hands_on",
"source": "djinni_cv_en",
"source_record": "ee7ec32d-4f81-5e12-8cdc-a1e192eb15ff",
"source_license": "MIT (lang-uk/recruitment-dataset-candidate-profiles-english)",
"split": "train",
"label_status": "silver_rules_v006",
"label_convention": "v0.... |
sj-v004-real-03337 | 0.1 | 0.1 | {
"text": "React experience",
"skill": "React",
"group_id": "frontend",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-real-03337-e1",
"section": "cv_excerpt",
"source_type": "cv",
"text": "Technologies: React, JavaScript, Typescript, Redux, Scrum, GitLab, HTML, SCSS"
}
] | {
"group_id": "frontend",
"evidence_label": "insufficient",
"proficiency_label": "unknown"
} | {
"difficulty": "hard",
"case_type": "real_keyword_list",
"source": "djinni_cv_en",
"source_record": "1470146a-24e8-5f47-8f3b-b4d8d7d92f43",
"source_license": "MIT (lang-uk/recruitment-dataset-candidate-profiles-english)",
"split": "train",
"label_status": "silver_rules_v006",
"label_convention": "v0.2"... |
sj-v004-syn-006596 | 0.1 | 0.1 | {
"text": "Proven Redis in production",
"skill": "Redis",
"group_id": "data_storage",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-006596-e1",
"section": "experience",
"source_type": "cv",
"text": "Assisted on tasks where the team added Redis caching with TTL invalidation; picked tickets prepared by the lead."
}
] | {
"group_id": "data_storage",
"evidence_label": "partial",
"proficiency_label": "2"
} | {
"difficulty": "easy",
"case_type": "below_target",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-025153 | 0.1 | 0.1 | {
"text": "Deep scalable system design expertise",
"skill": "scalable system design",
"group_id": "system_design",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-025153-e1",
"section": "experience",
"source_type": "cv",
"text": "our team designed a multi-region system for 20m users with explicit consistency trade-offs. my contribution: tests and documentation."
},
{
"evidence_id": "sj-v004-syn-025153-e2",
"section": ... | {
"group_id": "system_design",
"evidence_label": "partial",
"proficiency_label": "2"
} | {
"difficulty": "hard",
"case_type": "team_credit",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-015133 | 0.1 | 0.1 | {
"text": "Hands-on performance tuning",
"skill": "performance tuning",
"group_id": "reliability_obs",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-015133-e1",
"section": "experience",
"source_type": "cv",
"text": "Trainee developer; shadowed seniors who fixed N+1 queries and memory leaks."
}
] | {
"group_id": "reliability_obs",
"evidence_label": "partial",
"proficiency_label": "2"
} | {
"difficulty": "easy",
"case_type": "below_target",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v006-c-00078 | 0.1 | 0.1 | {
"text": "Commercial event-driven architecture experience",
"skill": "event-driven architecture",
"group_id": "system_design",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v006-c-00078-e1",
"section": "experience",
"source_type": "cv",
"text": "University coursework included a event-driven architecture assignment."
}
] | {
"group_id": "system_design",
"evidence_label": "partial",
"proficiency_label": "1"
} | {
"difficulty": "hard",
"case_type": "contrast_partial_supported",
"source": "synthetic_v006",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-019001 | 0.1 | 0.1 | {
"text": "Deep technical design docs expertise",
"skill": "technical design docs",
"group_id": "leadership",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-019001-e1",
"section": "experience",
"source_type": "cv",
"text": "Assisted on tasks where the team wrote design docs for team features; picked tickets prepared by the lead."
},
{
"evidence_id": "sj-v004-syn-019001-e2",
"section": "summary",
"source_type... | {
"group_id": "leadership",
"evidence_label": "partial",
"proficiency_label": "2"
} | {
"difficulty": "easy",
"case_type": "below_target",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-004719 | 0.1 | 0.1 | {
"text": "Proven database migrations in production",
"skill": "database migrations",
"group_id": "data_storage",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-004719-e1",
"section": "experience",
"source_type": "cv",
"text": "Mid-level developer: wrote and ran production migrations; shipped to production regularly."
},
{
"evidence_id": "sj-v004-syn-004719-e2",
"section": "summary",
"source_type": "cv",
"te... | {
"group_id": "data_storage",
"evidence_label": "supported",
"proficiency_label": "3"
} | {
"difficulty": "easy",
"case_type": "direct_moderate",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-real-05686 | 0.1 | 0.1 | {
"text": "CI/CD experience",
"skill": "CI/CD",
"group_id": "cloud_devops",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-real-05686-e1",
"section": "cv_excerpt",
"source_type": "cv",
"text": "I have made websites on freelance using html, css and js. Also I have my own pet project made with React & Redux. That is a web app for Ukrainian psychologists."
}
] | {
"group_id": "cloud_devops",
"evidence_label": "insufficient",
"proficiency_label": "unknown"
} | {
"difficulty": "hard",
"case_type": "real_missing_skill",
"source": "djinni_cv_en",
"source_record": "5b7a114e-5330-5860-b642-417bb846db8e",
"source_license": "MIT (lang-uk/recruitment-dataset-candidate-profiles-english)",
"split": "train",
"label_status": "silver_rules_v006",
"label_convention": "v0.2... |
sj-v004-syn-011202 | 0.1 | 0.1 | {
"text": "Working knowledge of mentoring",
"skill": "mentoring",
"group_id": "leadership",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-011202-e1",
"section": "experience",
"source_type": "cv",
"text": "contributed peripheral tickets to a project where the team mentored 6 engineers, 3 promoted, and ran the onboarding program."
}
] | {
"group_id": "leadership",
"evidence_label": "partial",
"proficiency_label": "2"
} | {
"difficulty": "hard",
"case_type": "team_credit",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-007392 | 0.1 | 0.1 | {
"text": "Deep C#/.NET expertise",
"skill": "C#/.NET",
"group_id": "lang_core",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-007392-e1",
"section": "summary",
"source_type": "cv",
"text": "Expert in C#/.NET with 10 years of experience."
},
{
"evidence_id": "sj-v004-syn-007392-e2",
"section": "summary",
"source_type": "cv",
"text": "Fluent English."
}
] | {
"group_id": "lang_core",
"evidence_label": "partial",
"proficiency_label": "unknown"
} | {
"difficulty": "hard",
"case_type": "claim_no_detail",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-007635 | 0.1 | 0.1 | {
"text": "Working knowledge of event-driven architecture",
"skill": "event-driven architecture",
"group_id": "system_design",
"target_level": 4,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-007635-e1",
"section": "projects",
"source_type": "portfolio",
"text": "Case study: designed saga-based event-driven checkout across 6 services. Includes architecture diagrams and benchmark results."
}
] | {
"group_id": "system_design",
"evidence_label": "supported",
"proficiency_label": "4"
} | {
"difficulty": "easy",
"case_type": "direct_strong",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
sj-v004-syn-004414 | 0.1 | 0.1 | {
"text": "Hands-on incident response",
"skill": "incident response",
"group_id": "reliability_obs",
"target_level": 3,
"importance": "must"
} | [
{
"evidence_id": "sj-v004-syn-004414-e1",
"section": "experience",
"source_type": "cv",
"text": "Senior backend developer; key achievement: led incident command for SEV1 outages and created the postmortem process."
},
{
"evidence_id": "sj-v004-syn-004414-e2",
"section": "summary",
"s... | {
"group_id": "reliability_obs",
"evidence_label": "supported",
"proficiency_label": "4"
} | {
"difficulty": "easy",
"case_type": "direct_strong",
"source": "synthetic_v004",
"split": "train",
"label_status": "synthetic_needs_review"
} |
End of preview. Expand in Data Studio
SkillJev data
This dataset holds (job requirement, candidate evidence) pairs with three labels: skill group, evidence (supported/partial/contradicted/insufficient), and proficiency (0–5 or unknown; unknown ≠ 0). It was used to train niko0xdev/skilljev.
Files
| File | Rows | Description |
|---|---|---|
train.jsonl |
38,938 | training set (v008, after PII filtering) |
heldout_locked.jsonl |
90 | locked evaluation set, byte-identical to the version used for every reported metric (heldout_locked_v003.sha256) |
trainer_train.jsonl, trainer_heldout_locked.jsonl |
116,814 / 270 | same data in multiple-choice trainer format {state, question, options, type, target, meta}, 3 rows per sample (one per head) |
RUBRIC.md, SCHEMA.md, TAXONOMY.md |
– | labeling rubric (incl. Real-CV convention v0.2), JSON schema, skill taxonomy (55 skills, 10 groups) |
Composition (train)
Source (meta.source) |
Rows | Labels (meta.label_status) |
|---|---|---|
synthetic (synthetic_v002/v004/v005/v006/v008) |
31,960 | template-generated: case types × rubric anchors × paraphrases, including level 3/4/5 boundary, partial-vs-supported contrast, and convention-v0.2 cases |
djinni_cv_en real CV excerpts |
6,928 | 1,223 agent_reviewed_v005 (read individually and relabelled per rubric); 5,705 silver_rules_v006 (rule-based labels, about 76% agreement with reviewed labels); convention v0.2 applied to all |
handwritten_v001 |
50 | hand-written draft labels |
Held-out: 70 synthetic samples use templates that never appear in train; 20 are reviewed real excerpts. The CV records they come from are excluded from train, and train is deduplicated against held-out text.
Sources & attribution
Real excerpts are single sentences taken from lang-uk/recruitment-dataset-candidate-profiles-english (Djinni candidate profiles, MIT license). Please cite that dataset as well when using these excerpts. Synthetic text was written from templates for this project.
Anonymization
- Only short excerpts are kept (≤ ~260 characters, one sentence or line). No full profiles and no source profile IDs beyond the dataset's own record id (
meta.source_record). - Excerpts were filtered at extraction and rescanned before publishing. Any row matching an email, phone number, URL or domain, social handle (@, LinkedIn, GitHub, Telegram, Skype), self-introduction ("my name is"), or a list of common first names was dropped (103 rows removed from train, 0 from held-out).
- Residual risk: company or project names can remain, and name detection is heuristic. Report issues via the Community tab and the rows will be removed.
Labels
See RUBRIC.md. Labels are synthetic or agent/rule-produced and have not been verified by a professional recruiter. Use this data for research and prototyping, not as ground truth for hiring decisions.
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