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