AI/Machine Learning Engineer
2 weeks ago
AI/Machine Learning Engineer (3-5 years)
Key Responsibities
- Design, develop, and deploy machine learning / deep learning models for NLP, computer vision, or predictive analytics use cases.
- Build and maintain end-to-end ML pipelines data preprocessing, feature engineering, model training, evaluation, and deployment.
- Implement RAG, LangChain, and vector-based retrieval workflows using open-source or cloud LLMs.
- Work with data scientists and backend teams to productionize models (APIs, Docker, CI/CD).
- Optimize model performance using TensorRT, ONNX, quantization, and GPU acceleration.
- Maintain experiment tracking, version control, and documentation (MLflow, DVC, Git).
- Collaborate in Agile sprints, contribute to code reviews, and ensure reproducibility and scalability.
Technical Skills :
AreaTools Frameworks
Languages Python (core), SQL, Bash
ML / DL Scikit-learn, PyTorch, TensorFlow, Keras
Data Engineering Pandas, NumPy, Spark, HuggingFace Datasets
NLP Transformers, LangChain, OpenAI API, LLaMA, RAG pipelines
Computer Vision OpenCV, YOLO, Detectron2, Mask R-CNN
MLOps Docker, MLflow, FastAPI, REST APIs, GitHub Actions
Cloud / GPU Azure ML / AWS Sagemaker / GCP Vertex AI, CUDA, TensorRT
Databases PostgreSQL, MongoDB, FAISS, Pinecone
Versioning & Collaboration Git, JIRA / Trello, Confluence
- Strong analytical and problem-solving mindset.
- Eagerness to learn new AI frameworks and experiment rapidly.
- Clear communication, documentation, and team collaboration abilities.
- Ownership mindset ability to take POC to pilot independently.
Preferred Background
- Bachelors or Masters in Computer Science, Data Science, or related field.
- 35 years of experience in AI/ML or applied data science.
- Exposure to LLM applications, RAG, or multimodal models is a plus.
- Contributions to open-source AI projects or Kaggle competitions are value
Preferred candidate profile
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