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AI Engineer (Backend)

3 weeks, 3 days ago
India
Senior
AI Engineer
Software Development
AWS CI/CD FastAPI JWT OpenAPI PostgreSQL Python REST API SQLAlchemy
Apply Now
Banyan Software

Banyan Software

Banyan Software acquires, builds, and grows successful enterprise software businesses, preserving legacies and ensuring future growth with a focus on niche markets worldwide.

Internet Software & Services
51-250
Founded 2016
View All Jobs 3

Description

  • Design and extend agent workflows, including routing, tool calling, human approval, guardrails, and fallback chains.
  • Develop and maintain FastAPI services with REST and SSE streaming, async SQLAlchemy, Alembic migrations, and JWT authentication.
  • Implement RAG retrieval and evidence grounding across technical documentation and historical work orders.
  • Build and own evaluation systems using replay testing, golden traces, fake-LLM unit tests, and CI-based behavior-drift detection.
  • Manage AI cost and reliability controls, including tenant token budgets, rate limits, usage tracking, and multi-model routing.
  • Define and version schemas and API contracts, with automated testing against OpenAPI specifications.
  • Integrate AI agents with ERP and third-party systems and contribute to spec-driven code generation.

Requirements

  • 5–8 years of software engineering experience, including at least 18 months building production LLM or AI systems.
  • Strong Python experience building production services, including async programming, typing, testing, and packaging.
  • Production experience with LLM orchestration frameworks such as LangGraph, LangChain, or equivalent.
  • Experience with tool calling, structured output, and evaluation of non-deterministic systems.
  • Strong backend and API design skills, including schema design, versioning, REST/SSE, and event-driven patterns.
  • Strong relational database skills, preferably PostgreSQL, including query performance analysis beyond ORM usage.
  • Working knowledge of AWS services including ECS Fargate, Bedrock, S3, and SQS/SNS.
  • Experience with CI/CD practices.

Interested in this position?

Apply directly on the company website

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