Data Scientist/ML Engineer

Job Description :

We are looking for a Data Scientist / ML Engineer in Bangalore/Chennai.

Core Programming & Tools :

• Hands-on experience building and deploying ML models on large-scale production datasets.

• Strong programming proficiency in Python with production-quality, well-structured code.

• Proficient in SQL; experience working with large-volume datasets in Spark and/or Snowflake.

• Experience with Git for version control, code review, and collaboration.

• Familiarity with experiment tracking and model versioning (e.g., MLflow).

Classical ML & Statistical Modeling :

• Time series forecasting (ARIMA, Prophet, deep learning approaches).

• Optimization modeling (linear programming, mixed-integer programming).

• Classification, regression, clustering, and ensemble methods.

• Feature engineering, data wrangling, and statistical analysis on structured data.

LLM Application & AI Agent Development :

• AI Agent development : experience building agentic frameworks using Azure AI Studio and Azure model endpoints, including tool-use patterns and multi-step orchestration.

• RAG pipeline development : document ingestion/chunking, vector embedding/indexing (Azure AI Search), and response generation using LLM endpoints.

• Prompt engineering and chain-of-thought design for complex supply chain workflows.

• Experience with orchestration frameworks like LangChain or LlamaIndex.

Azure & Production Delivery :

• Familiar with core Azure resources : Azure Machine Learning, Azure AI Studio, Azure OpenAI Service, and Azure storage/compute.

• Experience delivering production-ready models with proper testing, validation, and monitoring.

• Basic UI skills (Streamlit or Gradio) for quick prototyping and demos.