data/job_posts_evaluation.csv

job_description,expected_category
"We need an engineer to build ETL pipelines using Python, SQL, Airflow, dbt, and Spark.","data engineering and data pipelines"
"Design dimensional models, maintain data warehouses, and optimize batch ingestion workflows.","data engineering and data pipelines"
"Build machine learning models for text classification and deploy NLP inference services.","artificial intelligence and machine learning"
"Develop RAG systems using embeddings, vector databases, and large language models.","artificial intelligence and machine learning"
"Manage Kubernetes clusters, automate CI/CD pipelines, and improve deployment reliability.","devops and deployment automation"
"Create automated release pipelines using Docker, Jenkins, and infrastructure monitoring tools.","devops and deployment automation"
"Design scalable AWS infrastructure using EC2, S3, IAM, and cloud networking services.","cloud infrastructure and cloud engineering"
"Build secure Azure cloud environments and manage virtual networks, storage, and compute resources.","cloud infrastructure and cloud engineering"
"Monitor security events using SIEM tools and investigate suspicious network activity.","cybersecurity and information security"
"Perform vulnerability assessments, threat detection, and incident response across enterprise systems.","cybersecurity and information security"
"Develop backend applications using Java, REST APIs, databases, and software design patterns.","software and application development"
"Build and maintain web applications using Python, Django, APIs, and relational databases.","software and application development"