1 day ago
Pune, IndiaMid Level / Senior
Responsibilities
- Implement stateful, multi-step agent behaviors using LLM orchestration frameworks and prompt-optimization techniques.
- Build API wrappers, JSON schemas, and tool-calling integrations connecting agents to databases, CRMs, and enterprise systems.
- Develop short-term and long-term context-retention systems using vector and relational storage.
- Build and optimize high-throughput ingestion pipelines, hybrid search, embeddings, and re-ranking algorithms.
- Implement error handling, retries, self-correction, and escalation mechanisms for agent failures and hallucinations.
- Write software tests and LLM evaluations, and use tracing tools to debug agent execution and optimize latency.
Requirements
- 3–6 years of core software engineering experience, including at least 1 year of hands-on experience building and deploying production-grade LLM applications, RAG pipelines, or agentic workflows.
- Strong proficiency in Python, FastAPI, Pydantic, and Asyncio.
- Hands-on experience with LangGraph, LangChain, AutoGen, or LlamaIndex.
- Experience writing JSON schemas for function calling, building REST or gRPC API wrappers, and working with vector databases.
- Experience with observability platforms for agent tracing, latency monitoring, and prompt evaluation.
- Experience with Git, unit and integration testing, Docker containerization, and clean, scalable software development.
- Preferred experience with GCP AI services such as Vertex AI, ADK, and Model Armour; NeMo Guardrails or Guardrails AI; and fine-tuning, embedding customization, or local model deployment.
Benefits
- Hybrid work setting with primary locations in Trivandrum and Pune.
- Comprehensive compensation and healthcare packages.
- Paid time off.
- Organizational growth opportunities through an online learning platform with guided career tracks.
- Full-time employment.
Tech Stack
Categories
About Equifax
Equifax is a global data and analytics company and one of the three major U.S. credit bureaus, providing credit reports, risk scores, fraud prevention, and identity protection to lenders, employers, and government agencies. It sells data, analytics platforms, and consumer monitoring subscriptions, and offers employment verification through The Work Number. Founded in 1899 and headquartered in Atlanta, it is publicly traded on the NYSE and operates in 24 countries.