Lead Data Scientist - Bangalore

Role & responsibilities

Mandatory Skills:

• Proficiency in Python, Machine Learning, REST API development, FastAPI, and SQL.
• Experience designing and deploying production-grade ML and LLM systems in enterprise environments.
• Strong experience with data processing, cleansing, validation, and ensuring data integrity for analysis and model development.
• Conduct data quality checks, exploratory analysis, and performance evaluation to guide model and system design.
• Demonstrated expertise in building end-to-end ML pipelines, including data structures, transformations, and deployment pipelines.
• Strong understanding of statistical modelling techniques such as Regression, Clustering, Decision Trees, and Logistic Regression.
• Familiarity with machine learning algorithms such as KNN, Random Forests, Ensemble Methods, and probabilistic models.
• Experience with Large Language Models such as GPT, BERT, or similar architectures, including prompt engineering and solution design.
• Hands-on experience with vector databases, embeddings, and retrieval pipelines.
• Familiarity with agent frameworks and orchestration patterns such as LangChain, Semantic Kernel, AutoGen, or similar.
• Knowledge of observability and monitoring tools for AI systems, including logging, tracing, and telemetry.
• Strong understanding of microservices architecture and API-first design principles.

Regards,

Gopala BR

[email protected]