AI Engineer
2 weeks ago
AI Engineer
Experience:
3-5 years
Location:
Bangalore
Availability:
This is an urgent requirement – Immediate joiners only
About the Role:
We are looking for a hands-on AI Engineer with strong exposure to
Agentic AI frameworks, LLM pipelines, and Model Context Protocol (MCP)
. The ideal candidate should be able to work across the full lifecycle: Data preparation, model development, deployment, and optimisation, with deep experience in Python/ML frameworks and cloud-native delivery
(AWS + Databricks)
.
Key Responsibilities
- Build, optimise, and deploy
Agentic AI solutions
leveraging MCP and modern orchestration frameworks. - Develop and maintain
RAG pipelines
, model-serving endpoints, and production-grade LLM workflows. - Work with
Databricks
for feature engineering, data processing, delta tables, and model training. - Implement and fine-tune deep learning models using
CNNs, RNNs, Transformers
, etc. - Deploy AI models using AWS services such as
EC2, S3, Lambda, Bedrock
, and related components. - Collaborate with cross-functional teams (Data Engineers, Architects, Product teams) to deliver scalable AI capabilities.
- Conduct performance tuning, evaluation, and monitoring of AI/ML models in production.
Must-Have Qualifications
- Strong hands-on experience with
Agentic frameworks
(LangChain, LangGraph, or similar). - Practical experience with
Model Context Protocol (MCP)
for tool integration and agent orchestration. - Expertise in
Python
and core AI/ML libraries: PyTorch, TensorFlow, Transformers, LangChain ecosystem. - Solid understanding of
Deep Learning fundamentals
(CNNs, RNNs, Attention mechanisms, Transformers). - Experience with
Databricks
, including: - Model Serving Endpoints
- Delta Tables
- MLflow or equivalent
- Strong knowledge of
RAG architecture
, vector databases, embeddings, and LLM lifecycle concepts. - Working experience with cloud deployments (AWS preferred).
Good-to-Have Skills
- Experience with Bedrock model customisation.
- Familiarity with CI/CD for ML (MLOps).
- Prior experience in client-facing or consulting environments.
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