Data Scientist - Consumer Anaytics, Forecasting
Company:
Location:India
Languages:English
Skills:
PythonSQLMachine LearningNumpyPyTorch
Requirements:
- Familiarity with theory behind various deep learning concepts
- Experience with Machine Learning (ML), especially in Generative AI (LLM/LMM) with focus on Natural Language Processing (NLP) or multimodal models
- Experience with business requirements gathering, transforming them into technical plan, data processing, feature engineering, models evaluation, hypothesis testing and model deployment
- Fluency in Python and object programming
- Working knowledge of SQL and vector database
- Solid experience with Databricks is a must
- Knowledge of specific Deep Learning and GenAI libraries like: NumPy, PyTorch, HuggingFace, LangChain, LangGraph and GenAI APIs i.e. OpenAI/Gemini/Claude
- Experience with microservice architectures
- Experience with code repositories and code assistants
- Strong business acumen
- Ability to come up with creative solutions to address customer problem
- Ability to lead juniors in project team
Responsibilities:
- Implementing end-to-end GenAI powered RAG & multi-agent systems
- Providing guidance on system architecture & components
- Building TTD system components: LLM Agents, setup & prompt engineering, Routing, State management, Vector stores and context providing, Rerankers, Validation and assessment rules
- Supporting project delivery
- Running end-to-end initiative (Business understanding, Data understanding/preparation, Modeling, Evaluation and Deployment)
- Analyzing and interpreting the findings
- Delivering high quality technical solution to the customer
- Drawing conclusions and recommendations- including expected benefits
