13 Nov
|
Deloitte
|
India
Senior Consultant | Data Science | Bengaluru | Finance Transformation
- Job requisition ID : 116043
- Location: Bengaluru
- Entity: Deloitte Touche Tohmatsu India LLP The Team
Enterprise technology must do much more than keep the wheels turning; it is the engine that drives functional excellence and the enabler of innovation and long-term growth. Learn more about ET&P;
Your Work Profile
- Build advanced AI capabilities that combine LLM orchestration, retrieval, and applied ML. Deliver production-grade services for structured generation (documents/tables/diagrams), extraction/classification, ranking, and analytics—end-to-end from prototype to reliable deployment.
- Implement LLM workflows: prompting, function/tool calling, agentic steps; integrate hybrid RAG queries with grounding verification and citations.
- Develop ML models for classification, extraction, reranking, and light forecasting; evaluate with appropriate metrics.
- Build structured generation (JSON → PPTX/DOCX/PDF/diagrams)
and robust APIs for application integration.
- Create evaluation sets and automated checks for quality, grounding, latency, and cost; iterate via telemetry.
- Collaborate with data engineering on indexing strategies, embeddings, and retrieval performance.
Key skills Required
- Bachelor’s or master’s degree or related fields.
- 6 years of Solid Python (FastAPI, Pydantic, Pandas/Polars); LLM frameworks (LangChain/Semantic Kernel) with function calling and structured outputs.
- Experience with AWS/GCP/Azure model hosting (SageMaker/Vertex AI/Azure ML) and embeddings/vector search.
- Programmatic document generation (python-pptx, python-docx, reportlab) and diagramming (Mermaid/Graphviz).
- Practical ML for extraction/classification, evaluation methodologies, and productionization patterns.
📌 Senior Consultant | Data Science | Bengaluru | Finance Transformation (India)
🏢 Deloitte
📍 India