Lead Machine Learning Engineer / Machine Learning Engineer

Lead Machine Learning Engineer / Machine Learning Engineer
Bangalore
7 - 11 Years
Responsibilities

• Lead and own the endtoend production lifecycle of ML and LLM models (must have), ensuring models are deployable, scalable, observable, and maintainable.
• Define and enforce ML engineering and MLOps standards across teams (must have).
• Design and maintain CI/CD pipelines for ML workloads (must have).
• Act as technical lead and mentor for ML engineers and contributors (must have).
• Partner with Data Scientists to industrialize research into production systems (must have).
• Collaborate with Platform, Cloud, and Data Engineering teams on infrastructure and runtime alignment (must have).
• Own model monitoring, drift detection, testing, rollback, and incident analysis (must have).
• Evaluate and introduce new ML, GenAI, and MLOps tools with a pragmatic, enterprise mindset (good to have).
• Contribute to ML governance, reproducibility, and responsible AI practices (good to have).

Key Skills & Expertise

• Cloud & DevOps: Azure (must have), CI/CD using Jenkins, GitHub Actions, ArgoCD (must have)
• Container & Orchestration: Docker, Kubernetes (must have)5
• Workflow Orchestration: Airflow (must have)
• Programming: Productiongrade Python (must have)
• ML Engineering & GenAI: LLM integration , prompt engineering, model packaging and lifecycle management (must have)
• Testing & Quality: Pytest , integration and system testing for ML systems (must have)
• Data: SQL- 3+, relational databases, basic reporting and dashboards (must have)
• ML Platforms: MLflow, Databricks (good to have)
• LLM Frameworks: LangChain, LangGraph, agentbased patterns (good to have) -
• Data Science Awareness: ML algorithms, feature engineering, evaluation metrics, bias/leakage awareness (awareness required)
• Specialized Use Cases: OCR and document processing pipelines (good to have)
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Tekfortune is a fast-growing consulting firm specialized in permanent, contract & project-based staffing services for worlds leading organizations in a broad range of industries. In this quickly changing economic landscape, virtual recruiting and remote work are critical for the future of work. To support the active project demands and skills gaps, our staffing experts can help you find the best job for you.

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