Senior Consultant | Data Science | Bengaluru | Finance Transformation
Deloitte Advisory4 days ago
Bengaluru, IndiaSenior
Responsibilities
- Build production-grade AI services for structured generation, extraction, classification, ranking, and analytics.
- Implement LLM workflows involving prompting, function and tool calling, agentic steps, hybrid retrieval, grounding verification, and citations.
- Develop machine learning models for extraction, classification, reranking, and light forecasting.
- Create structured outputs such as JSON, PPTX, DOCX, PDF, and diagrams, along with robust APIs for application integration.
- Create evaluation sets and automated checks for quality, grounding, latency, and cost, and iterate using telemetry.
- Collaborate with data engineering on indexing strategies, embeddings, and retrieval performance.
Requirements
- Bachelor’s or master’s degree in a related field.
- 6+ years of experience.
- Strong Python experience with FastAPI, Pydantic, Pandas, and Polars.
- Experience with LangChain or Semantic Kernel, including function calling and structured outputs.
- Experience with AWS, GCP, or Azure model hosting, including SageMaker, Vertex AI, or Azure ML.
- Experience with embeddings and vector search.
- Experience with programmatic document generation using python-pptx, python-docx, or ReportLab, and diagramming using Mermaid or Graphviz.
- Practical machine learning experience in extraction, classification, evaluation methodologies, and productionization patterns.
Tech Stack
Categories
About Deloitte Advisory
Deloitte Advisory provides consulting and managed services that help organizations manage risk, strengthen controls, investigate fraud, meet regulatory requirements, and execute transactions using analytics and industry expertise. Offerings span cybersecurity, M&A due diligence, finance and regulatory transformation, internal audit, and tech-enabled platforms. It is part of Deloitte’s global network (founded in 1845 and privately held), with U.S. member-firm teams serving corporations and government agencies across sectors.