Field stringclasses 28
values | Subfields stringclasses 128
values | Job roles stringlengths 9 57 | Programming Languages stringlengths 2 71 ⌀ | Tools stringlengths 18 159 | Skills stringlengths 53 463 | Educational Background stringlengths 30 83 |
|---|---|---|---|---|---|---|
Artificial Intelligence | Machine Learning | Machine Learning Engineer | Python, R, Java, Scala, C++ | TensorFlow, PyTorch, Scikit-learn, Keras, Jupyter, Git, Docker, Spark | Supervised learning, Unsupervised learning, Model evaluation, Data preprocessing, Feature engineering, Statistics, Communication, Problem-solving, Collaboration, Critical thinking | Bachelor's (Computer Science, Data Science, Software Engineering) |
Artificial Intelligence | Machine Learning | Applied Machine Learning Scientist | Python, R, Julia, Scala, C++ | TensorFlow, PyTorch, Scikit-learn, Jupyter, Git, MLflow, AWS, NumPy | Model deployment, Experimental design, Data wrangling, A/B testing, Causal inference, Feature selection, Communication, Critical thinking, Collaboration, Domain knowledge | Master's (Computer Science, AI, Data Science, Applied Mathematics) |
Artificial Intelligence | Machine Learning | ML Research Scientist | Python, R, Julia, C++, MATLAB | TensorFlow, PyTorch, JAX, NumPy, Git, LaTeX, Hugging Face, OpenAI Gym | Theoretical modeling, Algorithm design, Literature review, Reproducibility, Statistical analysis, Optimization, Critical thinking, Research communication, Creativity, Collaboration | PhD (Machine Learning, AI, Statistics, Mathematics) |
Artificial Intelligence | Machine Learning | Predictive Modeling Analyst | Python, R, SQL, SAS, Julia | Scikit-learn, XGBoost, Jupyter, Tableau, Excel, Git, Power BI, SPSS | Data cleaning, Statistical modeling, Regression analysis, Data visualization, Feature engineering, Business acumen, Problem-solving, Communication, Attention to detail, Time management | Bachelor's (Statistics, Data Science, Mathematics, Computer Science) |
Artificial Intelligence | Machine Learning | ML Algorithm Engineer | Python, C++, Java, R, Scala | TensorFlow, PyTorch, Scikit-learn, ONNX, CUDA, Git, JAX, OpenCV | Algorithm optimization, Model implementation, Low-latency systems, Data structures, Machine learning theory, Performance tuning, Debugging, Problem-solving, Collaboration, Critical thinking | Master's (Computer Science, AI, Machine Learning, Applied Mathematics) |
Artificial Intelligence | Machine Learning | ML Software Developer | Python, Java, C++, JavaScript, Scala | TensorFlow, PyTorch, Scikit-learn, Git, Docker, Kubernetes, REST APIs, Flask | Model integration, Software design, Unit testing, Deployment pipelines, Data handling, Code optimization, Problem-solving, Communication, Teamwork, Agile development | Bachelor's (Computer Science, Software Engineering, Data Science) |
Artificial Intelligence | Machine Learning | AI/ML Solutions Architect | Python, SQL, Java, Scala, C++, R, Julia, JavaScript, MATLAB, Go | AWS, Azure, Google Cloud, Docker, Kubernetes, Apache Spark, Kubeflow, MLflow, Jupyter Notebooks, Git | Machine Learning Algorithms, Deep Learning, Cloud Architecture, Model Deployment, Scalability, System Design, Communication, Project Management, Stakeholder Management, Problem-Solving | Bachelor's (Computer Science, Software Engineering) |
Artificial Intelligence | Machine Learning | Statistical Machine Learning Researcher | R, Python, Julia, MATLAB, SAS, SQL, Java, C++, Scala, Stan | Jupyter Notebooks, RStudio, TensorFlow, PyTorch, Scikit-learn, Git, LaTeX, Tableau, Apache Spark, MATLAB | Statistical Modeling, Bayesian Methods, Hypothesis Testing, Data Analysis, Research, Academic Writing, Data Visualization, Optimization, Regression Analysis, Critical Thinking | PhD (Machine Learning, Statistics, Mathematics, AI) |
Artificial Intelligence | Machine Learning | Machine Learning Consultant | Python, R, SQL, Java, Scala, Julia, JavaScript, MATLAB, C++, PHP | Jupyter Notebooks, Tableau, Power BI, AWS, Azure, Google Cloud, Docker, Kubernetes, Git, Confluence | Client Communication, Requirements Gathering, Solution Design, Model Interpretability, Data Visualization, Presentation Skills, Business Acumen, Problem-Solving, Agile Methodology, Stakeholder Management | Master's (Data Science, Business Analytics, AI, Computer Science) |
Artificial Intelligence | Machine Learning | ML Model Validation Engineer | Python, R, SQL, Java, C++, Scala, Julia, MATLAB, SAS, JavaScript | PyTorch, TensorFlow, Scikit-learn, Jupyter Notebooks, Git, Docker, SonarQube, JMeter, Postman, AWS | Model Validation, Risk Assessment, Statistical Analysis, Regulatory Compliance, Testing Methodologies, Debugging, Documentation, Attention to Detail, Problem-Solving, Collaboration | Master's (Applied Mathematics, Statistics, Data Science, Computer Science) |
Artificial Intelligence | Machine Learning | ML Product Manager | Python, SQL, JavaScript, Java, Scala, R, Julia, C++, PHP, Swift | Jira, Trello, Confluence, Google Analytics, Mixpanel, Tableau, AWS, Azure, Git, Slack | Product Roadmap Development, Agile Methodology, Stakeholder Management, Market Research, User Story Mapping, Prioritization, Data-Driven Decision Making, Communication, Cross-Functional Collaboration, Strategic Planning | Bachelor's (Computer Science, Business Administration, Engineering) |
Artificial Intelligence | Deep Learning | Deep Learning Engineer | Python, C++, Java, R, Julia | TensorFlow, PyTorch, Keras, CUDA, Git, Jupyter, ONNX, OpenCV | Neural network design, Backpropagation, Model tuning, GPU acceleration, Data preprocessing, Deep learning theory, Problem-solving, Collaboration, Communication, Critical thinking | Master's (Computer Science, AI, Machine Learning, Data Science) |
Artificial Intelligence | Deep Learning | Neural Network Architect | Python, C++, Scala, R, MATLAB | TensorFlow, PyTorch, Keras, JAX, Git, ONNX, CUDA, TensorRT | Model architecture design, Hyperparameter tuning, Optimization techniques, Transfer learning, Reinforcement learning, Modular design, Creativity, Analytical thinking, Research skills, Communication | PhD (Deep Learning, Machine Learning, AI, Computer Science) |
Artificial Intelligence | Deep Learning | Deep Learning Research Scientist | Python, Julia, R, C++, MATLAB | PyTorch, TensorFlow, JAX, Hugging Face, Git, LaTeX, NumPy, OpenAI Gym | Novel architecture development, Research methodologies, Experimental design, Theoretical understanding, Paper writing, Algorithm innovation, Critical thinking, Curiosity, Communication, Collaboration | PhD (Deep Learning, Machine Learning, AI, Computer Science) |
Artificial Intelligence | Deep Learning | Computer Vision DL Engineer | Python, C++, Java, MATLAB, R | PyTorch, TensorFlow, OpenCV, Detectron2, YOLO, Git, CUDA, Keras | Image processing, Object detection, CNNs, Feature extraction, Data augmentation, Computer vision theory, Debugging, Problem-solving, Attention to detail, Teamwork | Master's (Computer Vision, AI, Computer Science, Data Science) |
Artificial Intelligence | Deep Learning | NLP Deep Learning Specialist | Python, R, Julia, Java, Scala | Hugging Face, TensorFlow, PyTorch, NLTK, spaCy, Transformers, Git, Jupyter | Language modeling, Sequence modeling, Transformer architectures, Tokenization, Sentiment analysis, Text preprocessing, Semantic understanding, Communication, Analytical thinking, Research | Master's (NLP, AI, Computer Science, Computational Linguistics) |
Artificial Intelligence | Deep Learning | Deep Learning Optimization Engineer | Python, C++, Julia, R, Scala | TensorRT, ONNX, PyTorch, TensorFlow, CUDA, Git, XLA, TVM | Model quantization, Pruning, Graph optimization, Hardware acceleration, Low-latency inference, Profiling, Code optimization, Performance analysis, Problem-solving, Efficiency-focused design | Master's (Computer Science, AI, Applied Mathematics, Machine Learning) |
Artificial Intelligence | Deep Learning | Deep Learning Infrastructure Engineer | Python, C++, Bash, Go, Java | Docker, Kubernetes, TensorFlow, PyTorch, ONNX, Git, AWS, Terraform | Distributed training, Scalability, CI/CD pipelines, GPU orchestration, Cloud infrastructure, Model serving, System design, Automation, Debugging, Collaboration | Bachelor's (Computer Science, Software Engineering) |
Artificial Intelligence | Deep Learning | Applied Deep Learning Scientist | Python, R, Julia, C++, Scala | TensorFlow, PyTorch, Scikit-learn, Keras, Jupyter, Hugging Face, Git, NumPy | Applied modeling, Experimentation, Data analysis, Transfer learning, Real-world deployment, Feature extraction, Communication, Critical thinking, Business understanding, Problem-solving | Master's (AI, Deep Learning, Data Science, Computer Science) |
Artificial Intelligence | Deep Learning | Deep Learning Algorithm Developer | Python, C++, R, Julia, MATLAB | PyTorch, TensorFlow, JAX, Git, CUDA, ONNX, NumPy, SciPy | Algorithm design, Network optimization, Mathematical modeling, Gradient descent variants, Custom loss functions, Performance tuning, Research thinking, Code efficiency, Debugging, Creativity | Master's (Computer Science, Machine Learning, AI) |
Artificial Intelligence | Deep Learning | DL Model Compression Engineer | Python, C++, R, Julia, Java | TensorFlow Lite, PyTorch, ONNX, TensorRT, Git, XLA, TVM, Apache MXNet | Model pruning, Quantization, Knowledge distillation, Compression techniques, Edge deployment, Memory optimization, Performance benchmarking, Efficient architecture design, Problem-solving, Analytical thinking | Master's (Computer Science, AI, Machine Learning, Embedded Systems) |
Artificial Intelligence | Natural Language Processing | NLP Engineer | Python, Java, C++, R, Scala | TensorFlow, PyTorch, spaCy, Hugging Face Transformers, NLTK, Git, Docker, Jupyter, Kubernetes, FastAPI | Natural Language Processing, Machine Learning, Deep Learning, Text Preprocessing, Named Entity Recognition, Sentiment Analysis, Data Cleaning, Attention Mechanisms, Communication, Problem Solving | Master's (Computer Science, NLP, AI, Computational Linguistics) |
Artificial Intelligence | Natural Language Processing | Computational Linguist | Python, R, Java, Perl, C++ | NLTK, spaCy, GATE, Moses, Praat, ELAN, WordNet, Git, Jupyter | Linguistic Analysis, Syntax, Corpus Annotation, Phonetics, Morphology, Statistical Analysis, Data Visualization, Attention to Detail | Master's (Computational Linguistics, Linguistics, Computer Science) |
Artificial Intelligence | Natural Language Processing | NLP Research Scientist | Python, C++, Java, Julia, MATLAB | PyTorch, TensorFlow, Jupyter, Hugging Face Transformers, Weights & Biases, Git, Docker, Kubernetes | Research Design, Deep Learning, Algorithm Development, Model Evaluation, Statistical Modeling, Experimentation, Scientific Writing, Critical Thinking | PhD (NLP, AI, Computational Linguistics, Machine Learning) |
Artificial Intelligence | Natural Language Processing | Conversational AI Developer | Python, JavaScript, Java, C# | Rasa, Dialogflow, Microsoft Bot Framework, Alexa Skills Kit, Twilio, Git, Docker, Kubernetes | Dialogue Management, Intent Recognition, Context Handling, API Integration, NLP, UX Design, Debugging, Communication | Bachelor's (Computer Science, Software Engineering, Data Science) |
Artificial Intelligence | Natural Language Processing | Text Mining Specialist | Python, R, SQL, Java | NLTK, spaCy, RapidMiner, KNIME, Weka, Elasticsearch, Git, Jupyter | Text Preprocessing, Tokenization, Topic Modeling, Clustering, Feature Extraction, Data Cleaning, Statistical Analysis, Visualization | Master's (Data Science, Computer Science, Information Retrieval) |
Artificial Intelligence | Natural Language Processing | Information Retrieval Engineer | Java, Python, C++, Scala, Go | Elasticsearch, Solr, Lucene, Whoosh, Kibana, Hadoop, Git, Docker | Indexing, Query Optimization, Ranking Algorithms, Relevance Feedback, Scalability, Distributed Systems, Performance Tuning, Data Structures | Master's (Computer Science, Information Retrieval, Data Science) |
Artificial Intelligence | Natural Language Processing | Sentiment Analysis Engineer | Python, R, Java, Scala | NLTK, TextBlob, VADER, spaCy, Hugging Face Transformers, Git, Jupyter, Tableau | Opinion Mining, Lexicon Development, Model Training, Feature Engineering, Classification, Data Annotation, Evaluation Metrics, Communication | Master's (Data Science, AI, NLP, Computer Science) |
Artificial Intelligence | Natural Language Processing | Machine Translation Engineer | Python, C++, Java, Rust, Lua | OpenNMT, MarianNMT, Fairseq, TensorFlow, PyTorch, Moses, SentencePiece, SacreBLEU, Git, Docker | Sequence-to-Sequence Modeling, Attention Mechanisms, Subword Segmentation, Parallel Corpus Management, Domain Adaptation, BLEU/METEOR Evaluation, Data Preprocessing, Statistical Analysis, Problem Solving, Communication | PhD (Machine Translation, NLP, AI, Computational Linguistics) |
Artificial Intelligence | Natural Language Processing | Chatbot/NLU Developer | Python, JavaScript, Java, C# | Rasa, Dialogflow, Botpress, Microsoft Bot Framework, Wit.ai, spaCy, NLTK, Git, Docker, Kubernetes | Intent Classification, Entity Recognition, Dialogue Management, Context Handling, UX Design, API Integration, Testing, Debugging, Communication | Bachelor's (Computer Science, AI, Software Engineering) |
Artificial Intelligence | Natural Language Processing | Speech-to-Text NLP Engineer | Python, C++, Java, Julia | Kaldi, DeepSpeech, wav2vec, ESPnet, PyTorch, TensorFlow, Praat, Audacity, Docker, Git | Acoustic Modeling, Feature Extraction (MFCC/FBANK), Signal Processing, Language Modeling, Noise Reduction, CTC/RNN-T Architectures, Evaluation (WER), Optimization, Attention to Detail | Master's (Speech Processing, NLP, AI, Computer Science) |
Artificial Intelligence | Natural Language Processing | Question Answering System Developer | Python, Java, C++, JavaScript | Hugging Face Transformers, Elasticsearch, FAISS, Haystack, TensorFlow, PyTorch, Git, Docker, Kubernetes | Information Retrieval, Reading Comprehension Models, Query Understanding, Passage Ranking, Knowledge Graphs, Context Modeling, API Integration, Evaluation Metrics (EM/F1), Critical Thinking | Master's (NLP, AI, Computer Science, Data Science) |
Artificial Intelligence | Natural Language Processing | Named Entity Recognition (NER) Specialist | Python, Java, R, C++ | spaCy, Flair, Stanford NER, Hugging Face Transformers, MITIE, NLTK, Prodigy, Doccano, Git, Jupyter | Sequence Labeling, Feature Engineering, CRFs, BiLSTM/Transformer Models, Annotation Guidelines, Data Preprocessing, Evaluation Metrics (Precision/Recall/F1), Attention to Detail, Communication | Master's (NLP, Computational Linguistics, Data Science) |
Artificial Intelligence | Computer Vision | Computer Vision Engineer | Python, C++, Java, CUDA, MATLAB | OpenCV, TensorFlow, PyTorch, Keras, ROS, Git, CUDA Toolkit, scikit-image | Image Classification, Object Detection, Feature Extraction, GPU Programming, Model Deployment, Data Augmentation, Algorithm Optimization, Performance Tuning, Collaboration | Bachelor's (Computer Science, Computer Engineering, AI) |
Artificial Intelligence | Computer Vision | Image Processing Specialist | Python, C++, MATLAB, Java, JavaScript | OpenCV, scikit-image, ImageJ, MATLAB Image Processing Toolbox, PIL/Pillow, ITK, SimpleITK, GIMP | Filtering, Edge Detection, Segmentation, Morphological Operations, Color Space Conversion, Fourier Analysis, Noise Reduction, Image Enhancement, Feature Extraction, Attention to Detail | Bachelor's (Electrical Engineering, Computer Science) |
Artificial Intelligence | Computer Vision | CV Research Scientist | Python, C++, MATLAB, Julia, R | PyTorch, TensorFlow, OpenCV, Jupyter, Weights & Biases, Docker, Git, Kubeflow | Research Design, Algorithm Development, Deep Learning, Model Evaluation, Statistical Analysis, Experimentation, Scientific Writing, Critical Thinking, Presentation, Collaboration | PhD (Computer Vision, Machine Learning, AI) |
Artificial Intelligence | Computer Vision | 3D Vision Engineer | C++, Python, MATLAB, CUDA, Rust | PCL (Point Cloud Library), Open3D, ROS, MeshLab, OpenCV, Blender, CUDA Toolkit, Git | 3D Reconstruction, SLAM, Depth Estimation, Point Cloud Processing, Calibration, Surface Reconstruction, Sensor Fusion, Optimization, Spatial Reasoning, Problem Solving | Master's (Computer Vision, Robotics, AI) |
Artificial Intelligence | Computer Vision | Video Analytics Engineer | Python, C++, Java, JavaScript, MATLAB | OpenCV, FFmpeg, GStreamer, TensorFlow, PyTorch, Docker, Kafka, Git | Motion Detection, Object Tracking, Event Detection, Real-time Processing, Streaming Architectures, Performance Tuning, Algorithm Optimization, Data Handling, Communication, Scalability | Bachelor's (Computer Science, Computer Vision, Data Science) |
Artificial Intelligence | Computer Vision | Object Detection/Tracking Engineer | Python, C++, Java, MATLAB | TensorFlow Object Detection API, PyTorch, OpenCV, YOLO, Detectron2, DeepSORT, Git, Docker | Bounding Box Regression, Feature Extraction, Tracking Algorithms, Kalman Filters, Data Association, Model Training, Evaluation Metrics, Performance Optimization | Master's (Computer Vision, Machine Learning) |
Artificial Intelligence | Computer Vision | Autonomous Perception Engineer | C++, Python, CUDA | ROS, OpenCV, PCL, NVIDIA DriveWorks, TensorRT, TensorFlow, PyTorch, Git | Sensor Fusion, Lidar Processing, Camera Calibration, Environment Perception, Real-time Systems, Embedded Systems, SLAM, Algorithm Integration, Data Annotation | Master's (Robotics, AI, Computer Vision) |
Artificial Intelligence | Computer Vision | Medical Image Analysis Scientist | Python, C++, MATLAB, R, Java | ITK, SimpleITK, 3D Slicer, ANTs, Nibabel, TensorFlow, PyTorch, OpenCV, DICOM Toolkits, Git | Segmentation, Registration, Feature Extraction, Deep Learning, Quantitative Analysis, Statistical Modeling, Data Annotation, Model Validation, Domain Knowledge (Radiology), Communication | PhD (Medical Imaging, Computer Vision, Biomedical Engineering) |
Artificial Intelligence | Computer Vision | Augmented Reality Vision Developer | C++, C#, Python, Java, Swift | Unity, Unreal Engine, ARKit, ARCore, Vuforia, OpenCV, OpenXR, Blender, Visual Studio, Git | Real-time Rendering, Pose Estimation, SLAM, 3D Modeling, Shader Programming, Computer Vision, UX Design, Calibration, Performance Optimization, Collaboration | Bachelor's (Computer Science, Game Development, AR/VR) |
Artificial Intelligence | Computer Vision | Scene Understanding Specialist | Python, C++, MATLAB, Java, Rust | OpenCV, PyTorch, TensorFlow, Detectron2, Mask R-CNN, ROS, Open3D, PCL, Jupyter, Git | Semantic Segmentation, Instance Segmentation, Depth Estimation, 3D Reconstruction, Context Modeling, Feature Extraction, Data Annotation, Model Evaluation, Problem Solving, Communication | Master's (Computer Vision, AI) |
Artificial Intelligence | Computer Vision | Remote Sensing Image Analyst | Python, R, C++, MATLAB, Java | QGIS, ArcGIS, GDAL, ENVI, Google Earth Engine, Orfeo Toolbox, SNAPPY, OpenCV, TensorFlow, PyTorch | Multispectral Analysis, Classification, Change Detection, Radiometric Correction, Image Preprocessing, Feature Extraction, GIS Analysis, Geospatial Analysis, Data Interpretation, Attention to Detail | Master's (Remote Sensing, Geospatial Science, Computer Vision) |
Artificial Intelligence | Computer Vision | OCR (Optical Character Recognition) Engineer | Python, C++, Java, JavaScript, R | Tesseract OCR, pytesseract, OpenCV, ABBYY FineReader, Google Cloud Vision API, AWS Textract, OCRopus, Leptonica, TensorFlow, PyTorch | Text Segmentation, Character Recognition, Layout Analysis, Preprocessing, Feature Extraction, Model Training, Error Correction, Post-Processing, Quality Assessment, Communication | Bachelor's (Computer Science, AI) |
Artificial Intelligence | Reinforcement Learning | Reinforcement Learning Engineer | Python, C++, Java, Julia | TensorFlow, PyTorch, OpenAI Gym, Ray RLlib, JAX | Markov Decision Processes, Q-learning, policy gradients, exploration vs exploitation, reward engineering, model-based RL, deep learning, optimization, problem-solving, collaboration | Master's (AI, Machine Learning, Computer Science) |
Artificial Intelligence | Reinforcement Learning | RL Research Scientist | Python, C++, Julia, MATLAB, R | PyTorch, TensorFlow, JAX, OpenAI Gym, Ray RLlib, Weights & Biases | Literature review, algorithm development, theoretical analysis, MDPs, statistical modeling, optimization, scientific writing, experiment design, data analysis, collaboration | PhD (Reinforcement Learning, Machine Learning, AI) |
Artificial Intelligence | Reinforcement Learning | RL for Robotics Engineer | C++, Python, MATLAB, Java | ROS, Gazebo, MoveIt, PyBullet, OpenAI Gym, PyTorch, TensorFlow, ROS2 | Control theory, kinematics, dynamics modeling, simulation, sensor integration, real-time systems, calibration, reinforcement learning, problem-solving, teamwork | Master's (Robotics, AI, Computer Science) |
Artificial Intelligence | Reinforcement Learning | Multi-Agent RL Developer | Python, C++, Julia, Java | PettingZoo, Ray RLlib, OpenAI Gym, PyMARL, PyTorch, TensorFlow | Game theory, agent communication, decentralized learning, coordination, MDPs, algorithm design, simulation, scalability, debugging, collaboration | Master's (AI, Machine Learning, Computer Science) |
Artificial Intelligence | Reinforcement Learning | Deep RL Specialist | Python, C++, CUDA, Julia | PyTorch, TensorFlow, Keras, OpenAI Gym, Ray RLlib, JAX | Neural networks, CNNs, RNNs, backpropagation, hyperparameter tuning, DL architectures, gradient methods, MDPs, experimentation, problem-solving | PhD (Deep Learning, Reinforcement Learning, AI) |
Artificial Intelligence | Reinforcement Learning | Game AI / RL Engineer | C#, C++, Python, Lua | Unity ML-Agents, Unreal Engine, OpenAI Gym, PyTorch, TensorFlow, AWS SageMaker | Game development, environment design, state representation, reward shaping, real-time performance, debugging, algorithm implementation, creativity, teamwork, optimization | Bachelor's (Computer Science, Game Development, AI) |
Artificial Intelligence | Reinforcement Learning | RL Algorithm Researcher | Python, C++, Julia, MATLAB | PyTorch, TensorFlow, JAX, OpenAI Gym, Ray RLlib, Weights & Biases | Theoretical analysis, convergence proofs, algorithm design, statistical modeling, optimization, MDPs, experiment design, scientific writing, critical thinking, collaboration | PhD (Machine Learning, Reinforcement Learning, Applied Mathematics) |
Artificial Intelligence | Reinforcement Learning | Applied RL Scientist | Python, C++, R, Julia | PyTorch, TensorFlow, OpenAI Gym, Ray RLlib, AWS SageMaker, Kubeflow | Problem framing, data analysis, model deployment, hyperparameter tuning, MDPs, experimentation, project management, cross-functional communication, debugging, domain adaptation | Master's (AI, Machine Learning, Data Science) |
Artificial Intelligence | Reinforcement Learning | RL Simulation Developer | Python, C++, MATLAB, Julia | Gazebo, MuJoCo, PyBullet, OpenAI Gym, Unity ML-Agents, ROS, SimPy | Simulation design, physics modeling, numerical methods, performance optimization, RL integration, validation, debugging, problem-solving, collaboration | Master's (Computer Science, Machine Learning, AI) |
Artificial Intelligence | Reinforcement Learning | Autonomous Control Systems Engineer | C, C++, Python, MATLAB | ROS, Gazebo, MATLAB/Simulink, PX4, TensorFlow, PyTorch, LabVIEW, Git | Control theory, state estimation, sensor fusion, real-time systems, stability analysis, system identification, reinforcement learning, debugging, teamwork, project management | Master's (Control Systems, Robotics, AI) |
Artificial Intelligence | Reinforcement Learning | RL Infrastructure Engineer | Python, Go, Java, Bash | Kubernetes, Docker, Terraform, Ray, Kubeflow, MLflow, AWS SageMaker, Jenkins, Prometheus, Git | Distributed systems, cloud computing, containerization, orchestration, scaling, CI/CD, monitoring, automation, scripting, collaboration | Bachelor's (Computer Science, Software Engineering) |
Artificial Intelligence | Reinforcement Learning | RL for Finance Quantitative Analyst | Python, C++, R, MATLAB, SQL | Pandas, NumPy, PyTorch, TensorFlow, QuantLib, Backtrader, Bloomberg Terminal, Excel, Jupyter, Git | Time series analysis, statistical modeling, risk management, portfolio optimization, algorithmic trading, backtesting, reinforcement learning, data analysis, attention to detail, communication | Master's (Quantitative Finance, Applied Mathematics, AI) |
Artificial Intelligence | Explainable AI | Explainable AI Researcher | Python, R, Julia, MATLAB | LIME, SHAP, Captum, Alibi, ELI5, TensorBoard, Jupyter, Git | Literature review, algorithm development, statistical analysis, causal inference, theoretical modeling, experiment design, scientific writing, collaboration, critical thinking | PhD (AI, Machine Learning, Explainable AI) |
Artificial Intelligence | Explainable AI | XAI Framework Developer | Python, Java, JavaScript, C++ | TensorFlow Explain, IBM AI Explainability 360, Googles What-If Tool, SHAP, LIME, Alibi, Flask, Docker | API design, software engineering, library integration, performance optimization, testing, documentation, version control, teamwork, problem-solving | Master's (Computer Science, AI, Machine Learning) |
Artificial Intelligence | Explainable AI | Model Interpretability Specialist | Python, R, SQL, Julia | SHAP, LIME, DALEX, Skater, ELI5, TensorBoard, Tableau, Power BI | Feature importance, sensitivity analysis, surrogate modeling, visualization, statistical modeling, communication, domain knowledge, critical evaluation, stakeholder engagement | Master's (AI, Data Science, Statistics) |
Artificial Intelligence | Explainable AI | Trustworthy AI Engineer | Python, Java, C#, Go | TensorFlow Privacy, IBM Adversarial Robustness Toolbox, Fairlearn, OpenAI Safety Gym, Docker, Kubernetes, GitHub Actions | Adversarial testing, robustness evaluation, privacy-preserving methods, security auditing, CI/CD, monitoring, risk assessment, cross-functional collaboration, problem-solving | Master's (AI, Computer Science, Ethics in Technology) |
Artificial Intelligence | Explainable AI | AI Fairness & Bias Analyst | Python, R, SQL, SAS | Fairlearn, AIF360, Themis-ML, What-If Tool, Pandas, scikit-learn, Excel, Tableau | Bias detection, statistical parity, disparate impact analysis, data auditing, reporting, stakeholder communication, ethics frameworks, project management, attention to detail | Master's (Data Science, AI, Ethics in AI) |
Artificial Intelligence | Explainable AI | Human-Centered AI Designer | Python, JavaScript, HTML,CSS, R | Figma, Adobe XD, Axure, D3.js, React, Jupyter, UserTesting, MURAL | User research, UX/UI design, prototyping, usability testing, wireframing, human factors, empathy, communication, iterative design, collaboration | Bachelor's (Human-Computer Interaction, AI, Cognitive Science) |
Artificial Intelligence | Explainable AI | AI Transparency Consultant | Python, R, SQL, JavaScript | Tableau, Power BI, SHAP, LIME, Alibi, Excel, Confluence, Slack | Regulatory knowledge, reporting, stakeholder engagement, communication, documentation, auditing, project management, ethical assessment, training facilitation, advisory skills | Master's (AI, Law and Ethics in Technology) |
Artificial Intelligence | Explainable AI | Algorithm Accountability Auditor | Python, R, SQL, Java, Julia | AI Fairness 360, Fairlearn, Themis-ML, Excel, Tableau, Power BI, Jupyter, Git | Audit planning, risk assessment, compliance, statistical analysis, bias detection, documentation, stakeholder communication, reporting, critical thinking, collaboration | Master's (Data Science, Ethics, Law and Technology) |
Artificial Intelligence | Explainable AI | Responsible AI Strategist | Python, SQL, R, JavaScript | Confluence, Jira, Excel, Tableau, Power BI, MURAL, Trello, Slack | Strategic planning, ethics frameworks, stakeholder engagement, policy development, cross-functional leadership, risk management, communication, project management, facilitation, advisory | Master's (AI Strategy, Business Analytics, Ethics) |
Artificial Intelligence | Explainable AI | Ethical AI Policy Analyst | Python, R, SQL, JavaScript | LexisNexis, Westlaw, Excel, Tableau, Power BI, Confluence, Jupyter | Policy analysis, legal research, regulatory compliance, ethics frameworks, technical writing, stakeholder engagement, critical thinking, communication, report drafting, data analysis | Master's (Public Policy, AI Ethics, Law and Technology) |
Artificial Intelligence | Explainable AI | Explainability Tools Developer | Python, C++, Java, JavaScript | SHAP, LIME, Captum, Alibi, ELI5, TensorFlow Explainability API, Docker, GitHub | API design, software engineering, library development, testing, documentation, performance optimization, integration, version control, unit testing, collaboration | Bachelor's (Computer Science, AI) |
Artificial Intelligence | Explainable AI | XAI for Healthcare Systems Specialist | Python, R, SQL, MATLAB | SHAP, LIME, Alibi, TensorBoard, SAS, Excel, Tableau, Power BI, FHIR SDKs | Healthcare domain knowledge, regulatory compliance, data privacy, interpretability, clinical validation, data analysis, stakeholder communication, ethics, collaboration, problem-solving | PhD (AI, Biomedical Engineering, Healthcare Informatics) |
Artificial Intelligence | Federated Learning | Federated Learning Engineer | Python, C++, Java, Go, Scala | TensorFlow Federated, PySyft, Flower, FATE, OpenFL, Jupyter, Git | Secure aggregation, differential privacy, communication protocols, distributed optimization, model partitioning, performance tuning, debugging, system integration, collaboration, problem-solving | Master's (AI, Machine Learning, Computer Science) |
Artificial Intelligence | Federated Learning | Distributed Machine Learning Specialist | Python, Java, C++, Scala, Go | Apache Spark MLlib, Ray, Horovod, Dask-ML, Kafka, TensorFlow Federated, MLflow | Distributed training, parallel computing, data partitioning, fault tolerance, scaling, performance optimization, cluster management, algorithm customization, debugging, collaboration | Master's (Distributed Systems, Machine Learning, Computer Science) |
Artificial Intelligence | Federated Learning | Privacy-Preserving ML Researcher | Python, R, C++, Julia | PySyft, TensorFlow Privacy, IBM FHE Toolkit, Microsoft SEAL, Crypten, OpenMined | Differential privacy, homomorphic encryption, secure multi-party computation, cryptography, theoretical analysis, algorithm development, experiment design, literature review, critical thinking, collaboration | PhD (Privacy-Preserving Machine Learning, AI, Cryptography) |
Artificial Intelligence | Federated Learning | FL Infrastructure Engineer | Python, Go, Java, Bash, C++ | Kubernetes, Docker, Terraform, Kubeflow, Prometheus, gRPC, Kafka, MLflow | Container orchestration, distributed systems, CI/CD, monitoring, scalability, automation, cloud platforms, networking, security, collaboration | Bachelor's (Computer Science, Distributed Systems) |
Artificial Intelligence | Federated Learning | FL Research Scientist | Python, C++, Julia, MATLAB, Scala | TensorFlow Federated, PyTorch, JAX, Flower, OpenFL, Weights & Biases, Git | Algorithm design, theoretical analysis, literature review, experimental design, distributed optimization, secure aggregation, differential privacy, statistical modeling, scientific writing, collaboration | PhD (Federated Learning, Machine Learning, AI) |
Artificial Intelligence | Federated Learning | Edge-based Federated ML Developer | Python, C, C++, Java, Swift | TensorFlow Lite, PyTorch Mobile, gRPC, MQTT, AWS Greengrass, Azure IoT Edge, Docker | On-device training, model quantization, resource optimization, latency reduction, communication protocols, hardware constraints, deployment, debugging, system design, collaboration | Master's (Edge Computing, Machine Learning, Computer Science) |
Artificial Intelligence | Federated Learning | Secure Aggregation Engineer | Python, C++, Java, Go | TensorFlow Federated, Flower, PySyft, OpenFL, gRPC, Docker, Kubernetes | Cryptography, secure multi-party computation, protocol design, distributed systems, encryption, differential privacy, performance optimization, debugging, collaboration | Master's (Cybersecurity, Cryptography, Computer Science) |
Artificial Intelligence | Federated Learning | FL Systems Architect | Python, Java, Go, Bash, C++ | Kubernetes, Docker, Terraform, Kubeflow, MLflow, Apache Kafka, gRPC, Prometheus | System design, scalability, architecture planning, distributed systems, cloud computing, networking, security, performance tuning, cross-team leadership, documentation | Master's (Systems Engineering, AI, Computer Science) |
Artificial Intelligence | Federated Learning | Differential Privacy in FL Specialist | Python, R, C++ | TensorFlow Privacy, IBM Differential Privacy Library, PySyft, Microsoft SEAL, Crypten | Differential privacy, noise calibration, privacy budgets, statistical analysis, cryptography, algorithm development, theoretical modeling, experiment design, collaboration | PhD (Privacy-Preserving AI, Differential Privacy, Cryptography) |
Artificial Intelligence | Federated Learning | FL for Mobile Devices Developer | Python, Swift, Kotlin, Java, C++ | TensorFlow Lite, PyTorch Mobile, AWS Greengrass, Azure IoT Edge, Docker | On-device training, model quantization, performance optimization, mobile OS integration, energy efficiency, network optimization, deployment, debugging, collaboration | Bachelor's (Mobile Computing, Computer Science, AI) |
Artificial Intelligence | Federated Learning | FL Applications Engineer | Python, Java, C#, JavaScript | TensorFlow Federated, PyTorch, MLflow, Kubeflow, Docker, Kubernetes | Use-case analysis, application integration, model deployment, user requirements gathering, cross-functional communication, performance tuning, testing, debugging, project management | Master's (Computer Science, Machine Learning, AI Systems) |
Artificial Intelligence | Federated Learning | Cross-device Federated AI Engineer | Python, C++, Swift, Kotlin, Java | gRPC, MQTT, TensorFlow Federated, PySyft, Flower, Azure IoT Hub | Cross-device communication, asynchronous training, fault tolerance, network optimization, security, resource management, scalability, debugging, collaboration | Master's (Federated Learning, AI, Distributed Computing) |
Artificial Intelligence | Edge AI | Edge AI Engineer | C, C++, Python, Rust, Java | TensorFlow Lite, ONNX Runtime, OpenVINO, NVIDIA Jetson SDK, AWS IoT Greengrass, Edge Impulse, Docker, Kubernetes | model quantization, latency optimization, real-time inference, edge deployment, hardware-software integration, performance profiling, power management, networking, debugging, collaboration | Master's (AI, Computer Engineering, Embedded Systems) |
Artificial Intelligence | Edge AI | Embedded AI Developer | C, C++, Python, Assembly, Rust | TensorFlow Lite Micro, CMSIS-NN, OpenCV, Yocto, FreeRTOS, PlatformIO, JTAG debugger, Git | embedded programming, memory management, real-time systems, cross-compilation, sensor integration, model pruning, kernel optimization, debugging, teamwork, problem-solving | Bachelor's (Computer Engineering, Embedded Systems, AI) |
Artificial Intelligence | Edge AI | AI-on-Chip Engineer | VHDL, Verilog, SystemVerilog, C++, Python | Vivado, Quartus, Synopsys Design Compiler, ModelSim, MATLAB, HLS tools, TensorFlow, Git | hardware design, digital logic, RTL design, high-level synthesis, circuit optimization, verification, FPGA prototyping, resource allocation, power-area trade-offs, cross-disciplinary collaboration | Master's (Computer Engineering, VLSI Design, AI Hardware) |
Artificial Intelligence | Edge AI | Edge ML Optimization Specialist | Python, C++, C, Assembly, CUDA | TensorRT, TVM, XLA, ONNX Runtime, TensorFlow Lite Optimizing Converter, NVIDIA Nsight, Apache TVM, Git | model compression, pruning, quantization, kernel fusion, compiler optimization, profiling, hardware acceleration, performance tuning, benchmarking, collaboration | Master's (Machine Learning, Embedded Systems, AI) |
Artificial Intelligence | Edge AI | Real-time Inference Systems Developer | C, C++, Python, Rust, Go | FreeRTOS, Zephyr, TensorFlow Lite, ONNX Runtime, GStreamer, OpenCV, Docker, Kubernetes, Git | real-time scheduling, low-latency optimization, multi-threading, IPC, hardware acceleration, performance monitoring, debugging, system integration, documentation, teamwork | Bachelor's (Computer Engineering, Real-Time Systems) |
Artificial Intelligence | Edge AI | Edge AI Hardware Specialist | VHDL, Verilog, SystemC, C, C++, Python | Xilinx Vivado, Intel Quartus, MATLAB/Simulink, Synopsys, ModelSim, Cadence, oscilloscope, logic analyzer | PCB design, FPGA development, ASIC design, DSP, hardware testing, power management, signal integrity, prototyping, collaboration, communication | Master's (Electrical Engineering, AI Hardware, Embedded Systems) |
Artificial Intelligence | Edge AI | Edge Computer Vision Engineer | C++, Python, C, Java | OpenCV, TensorRT, ONNX Runtime, Intel OpenVINO, NVIDIA DeepStream, GStreamer, ROS, Docker, Git | image processing, feature extraction, object detection, model deployment, optimization, hardware acceleration, real-time video processing, camera interfacing, debugging, teamwork | Master's (Computer Vision, Embedded AI, Robotics) |
Artificial Intelligence | Edge AI | IoT + AI Integration Engineer | Python, C, C++, JavaScript, Rust | AWS IoT Greengrass, Azure IoT Edge, MQTT, TensorFlow Lite, Node-RED, Docker, Kubernetes | IoT protocol integration, sensor fusion, edge deployment, security, data processing, real-time analytics, network optimization, debugging, cross-disciplinary collaboration, project coordination | Bachelor's (Computer Engineering, IoT Systems, AI) |
Artificial Intelligence | Edge AI | Edge DL Engineer | Python, C++, CUDA, C, Rust | PyTorch, TensorFlow Lite, ONNX Runtime, NVIDIA TensorRT, Apache TVM, XLA, Docker | Deep learning model design, quantization, layer fusion, compiler optimizations, GPU acceleration, profiling, latency reduction, hardware-aware tuning, collaboration, problem-solving | Master's (Deep Learning, Embedded Systems, AI) |
Artificial Intelligence | Edge AI | Autonomous Edge Systems Developer | C++, Python, Java, Rust, C | ROS, NVIDIA Jetson SDK, Docker, Kubernetes, TensorRT, OpenCV, ORB-SLAM | Autonomy algorithm integration, sensor fusion, SLAM, mapping, real-time control, deployment, testing, safety validation, debugging, teamwork | Master's (Robotics, Edge AI, Computer Engineering) |
Artificial Intelligence | Edge AI | TinyML Specialist | C, C++, Python, Assembly, Rust | TensorFlow Lite Micro, Zephyr, CMSIS-NN, Arduino, PlatformIO, JTAG debugger | Model compression, quantization, energy-efficient inference, microcontroller programming, memory optimization, real-time constraints, sensor interfacing, debugging, collaboration, documentation | Master's (Computer Science, Embedded Systems, Machine Learning) |
Artificial Intelligence | Edge AI | Edge AI Product Architect | Python, JavaScript, C++, Go, Java | AWS IoT, Azure IoT, TensorFlow Serving, Docker, Kubernetes, REST APIs, Grafana, Prometheus | System architecture, requirement analysis, scalability planning, tech stack selection, prototyping, vendor evaluation, performance benchmarking, cross-functional communication, product roadmap planning | Master's (AI Product Development, Systems Architecture, Computer Engineering) |
Artificial Intelligence | MLOps / AI Ops | MLOps Engineer | Python, Go, Bash, YAML, SQL | Docker, Kubernetes, MLflow, Kubeflow, Airflow, Jenkins, Terraform | CI/CD, containerization, orchestration, automation, monitoring, version control, pipeline development, scripting, troubleshooting, collaboration | Bachelor's (Computer Science, Software Engineering, AI) |
Artificial Intelligence | MLOps / AI Ops | AI/ML Infrastructure Engineer | Python, Go, Java, Bash, Scala | Kubernetes, Docker, Terraform, AWS, GCP, Azure, Ansible, Prometheus | Infrastructure design, cloud computing, container orchestration, automation, scaling, security, networking, scripting, monitoring, cross-team collaboration | Bachelor's (Computer Science, Cloud Computing, AI) |
Artificial Intelligence | MLOps / AI Ops | Machine Learning Deployment Engineer | Python, Java, C#, JavaScript, Bash | Docker, Kubernetes, TensorFlow Serving, TorchServe, Seldon Core, AWS SageMaker, MLflow | Model packaging, containerization, orchestration, performance optimization, A/B testing, logging, deployment, troubleshooting, collaboration | Bachelor's (Computer Science, AI Engineering) |
Artificial Intelligence | MLOps / AI Ops | AI Model Monitoring Specialist | Python, SQL, Bash, R, Go | Prometheus, Grafana, MLflow, Seldon Core, Datadog, New Relic, Elastic Stack | Monitoring, anomaly detection, alerting, metrics design, logging, data analysis, troubleshooting, stakeholder communication, continuous improvement, automation | Bachelor's (Computer Science, AI, Data Science) |
Artificial Intelligence | MLOps / AI Ops | Model Operations (ModelOps) Engineer | Python, Java, Go, Bash, YAML | MLflow, Kubeflow Pipelines, Airflow, Jenkins, Docker, Kubernetes, Argo CD | Lifecycle management, governance, pipeline automation, compliance, versioning, CI/CD, monitoring, collaboration, risk management | Bachelor's (Computer Science, DevOps, AI) |
Artificial Intelligence | MLOps / AI Ops | ML CI/CD Pipeline Developer | Python, Groovy, YAML, Bash, Java | Jenkins, GitLab CI, GitHub Actions, CircleCI, Terraform, Ansible, Kubeflow Pipelines | Pipeline design, automation, testing, integration, containerization, version control, scripting, documentation, collaboration | Bachelor's (Software Engineering, DevOps, AI) |
Artificial Intelligence | MLOps / AI Ops | AI Reliability Engineer | Python, Go, Java, Bash, SQL | Prometheus, Grafana, PagerDuty, Kubernetes, Docker, Terraform, SRE frameworks | Reliability engineering, SLO/SLI/SLA design, chaos engineering, capacity planning, monitoring, incident response, root cause analysis, automation, collaboration | Bachelor's (Software Engineering, Site Reliability Engineering, AI) |
End of preview. Expand in Data Studio
README.md exists but content is empty.
- Downloads last month
- 31