Senior Machine Learning Engineer

Senior Machine Learning Engineer

Location - Kochi, Trivandrum, Bangalore

Experience - 10 to 15 years

This is a strongly hands-on Individual Contributor role we are specifically looking for engineers who actively design, build, deploy, and scale AI/ML systems in production environments. While candidates may currently hold Lead/Manager titles, the expectation is deep technical ownership rather than people management or task distribution responsibilities.

Preferred Domain Experience

We strongly prefer candidates from:

• Travel
• Hospitality
• Cruise
• Logistics

Secondary preference:

• Retail
• FinTech

(Note: Automotive-focused AI profiles may not align well unless they have strong retail/platform AI exposure.)

What Were Looking For

Proven experience deploying AI/ML solutions into production (beyond notebooks/PoCs)

Strong Python and SQL skills

Deep MLOps exposure:

• Docker
• APIs
• CI/CD
• Model deployment
• Monitoring
• Drift detection & retraining.

Cloud experience:

• AWS / Azure preferred.
• GCP acceptable

Strong GenAI implementation experience:

• RAG pipelines
• Embeddings
• Vector databases
• LLM applications

Experience with Agentic AI / Tool-integrated AI systems:

• LangChain
• LangGraph
• Function Calling
• MCP/tools
• NL-to-SQL systems

Tech Stack

Python | Spark | Kubernetes | Docker | MLflow | Kubeflow | SageMaker | Kafka | PyTorch | TensorFlow | RAG | LLMOps

What Youll Work On

• Large-scale ML systems
• Real-time AI applications
• Production-grade GenAI platforms
• RAG & LLM-powered applications
• Scalable ML infrastructure
• Enterprise AI engineering initiatives

If youre passionate about building scalable AI systems and solving real-world engineering challenges at scale, wed love to connect.