Role & responsibilities

Key Responsibilities

Senior AI/ML Engineer GenAI / LLM / Agentic AI

- Build AI/ML and GenAI use cases from requirements through development, production deployment and handover.
- Develop and deploy LLM, RAG and AI-agent based solutions.
- Build AI agents with tool/function calling, retrieval, failure handling and human-in-the-loop approval.
- Develop predictive ML models and support model validation, monitoring and deployment.
- Work with Python, SQL and GCP to develop scalable AI/data solutions.
- Use Vertex AI, Gemini, BigQuery, Cloud Run/GKE and other GCP services.
- Build APIs, data pipelines, ingestion and retrieval workflows.
- Implement CI/CD, automation and production deployment practices.
- Use GitHub Copilot and Cursor for AI-assisted software development.
- Develop test sets, evaluation methods and accuracy/quality thresholds for AI solutions.
- Implement AI security and governance controls including PII handling, access control, prompt-injection protection, output validation and audit trails.
- Collaborate with engineering, business, security, compliance and other cross-functional teams.




- Monitor production solutions for accuracy, latency, cost, drift and unexpected usage.
- Prepare technical documentation, runbooks, test cases and production handover documentation.

Preferred candidate profile

- Generative AI / GenAI
- LLM / Large Language Models
- Agentic AI / AI Agents
- RAG (Retrieval Augmented Generation)
- Google Cloud Platform (GCP)
- Vertex AI & Gemini
- BigQuery
- Cloud Run / GKE
- Python & SQL
- Machine Learning / Predictive Modeling
- MLOps & Model Deployment
- GitHub, GitHub Copilot & Cursor
- CI/CD & API Development
- ETL / Data Engineering
- Dataflow / Dataproc / Data Fusion
- Airflow / PySpark
- Terraform / Tekton
- PostgreSQL / Cloud SQL
- LangChain / LlamaIndex
- Vector Databases / Vector Search
- AI Governance / Responsible AI
- LLM Security / Prompt Injection
- Human-in-the-Loop AI
- Model Evaluation & Monitoring
- AI Automation
- Security, Risk & Compliance
- Experience in regulated industries such as BFSI, Insurance or Automotive

📌 Senior AI/ML Engineer GenAI / LLM / Agentic AI (Chennai)
🏢 V2Soft
📍 Chennai