Senior Consultant | Backend Develop...

Senior Consultant | Backend Developer | Mumbai

The Team:
Deloitte's Technology & Transformation practice helps clients manage data from disparate sources, converting it into accurate information for strategic guidance. Our global network supports businesses in business intelligence, visualization, and next-generation technologies like big data and machine learning.

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Roles & Responsibilities (Agentic App Engineer)

• Lead Design: Own core algorithms and model behavior for agentic systems, minimizing reliance on managed AI services.
• Architecture: Architect end-to-end agentic systems with deep control over reasoning flows and tool-use logic.
• Model Ownership: Manage agent behavior including planning strategies and failure handling without abstraction-heavy frameworks.
• Custom Orchestration: Build custom memory, context management, and stateful workflows independent of standard abstractions like LangChain.
• LLM Development: Fine-tune open-source/self-hosted LLMs balancing performance, cost, and security.
• RAG Pipelines: Develop custom RAG pipelines with advanced embedding strategies for enterprise knowledge systems.
• Integration: Connect agentic solutions to APIs, data platforms, and internal ML systems.
• Fundamentals: Establish low-level design patterns and reusable libraries from first principles.
• Optimization: Tune model inference for latency, cost, and quality using programmatic reasoning approaches.
• Governance: Drive Responsible AI practices with in-house guardrails and explainability techniques.
• Mentoring: Guide junior consultants on core concepts rather than just tool usage.