Senior AI Engineer - India
About the Role:
In this senior-level role, you will lead the architecture and evolution of AI-powered systems that transform probabilistic model outputs into reliable, production-grade product capabilities. You will design and ship systems around agents, retrieval pipelines, orchestration layers, and evaluation frameworks, while defining the architectural standards that ensure AI-driven features operate safely and at scale across our platform.
This is not a feature-delivery role — it is a systems-definition role. Your decisions will shape how AI capabilities are built, evaluated, and deployed across the organization.
About the Team:
Our AI Foundations team is building the foundation for how AI will power the next generation of products at Employ. This is a high-ownership, high-autonomy team responsible for turning rapidly evolving model capabilities into reliable, customer-facing systems.
What You'll Do:
Architect & Ship AI-Native Systems
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Lead the architecture and delivery of end-to-end AI-powered systems, including agents, RAG pipelines, orchestration layers, and reasoning workflows.
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Translate product vision into scalable technical systems.
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Define contracts, state management strategies, and guardrails for AI-driven workflows.
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Own and evolve API contracts that AI systems interact with, ensuring reliability, idempotency, authentication safety, and rate limiting.
Engineer Reliability at Scale
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Design schema enforcement and validation layers for AI-generated outputs.
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Implement retries, fallback strategies, and failure-mode containment.
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Establish evaluation frameworks for benchmarking, regression testing, and drift detection.
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Create observability standards for AI systems, including structured logging, telemetry, tracing, and performance monitoring.
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Productionize experimental AI capabilities into scalable, secure services.
Set Direction & Elevate the Organization
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Establish architectural patterns and standards adopted across teams.
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Mentor engineers in AI-native and spec-driven development practices.
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Influence engineering culture through clarity, urgency, and execution.
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Decompose high-level business outcomes into executable technical systems.
What You Bring:
- 4+ years building AI-augmented product capabilities (LLMs, RAG systems, agents, orchestration frameworks).
- Event-Driven & Asynchronous Systems : Experience designing decoupled systems using queues such as Kafka, SQS, or BullMQ, and implementing asynchronous workflows that prevent blocking operations in user-facing systems.
- State Management Strategy : Experience persisting state across sessions, managing context windows efficiently, and handling concurrency and race conditions when multiple agents interact with shared data.
- Structured Data Enforcement : Experience enforcing structured outputs using schema validation tools such as Pydantic, Zod, or JSON Schema to ensure AI-generated outputs are reliable and machine-readable.
- API Design & Integration : Strong understanding of REST, GraphQL, or RPC interface design, along with authentication, rate limiting, and idempotent API patterns.
Tech Stack & Hard Skills:
Languages: Python, including asyncio, decorators, and the modern Python ecosystem. TypeScript / Node for integration and application-layer logic
AI Stack: Orchestration frameworks such as LangChain, LangGraph, or custom agent loops. Retrieval-Augmented Generation (RAG) systems. Hybrid search, re-ranking, and chunking strategies. Vector databases such as Pinecone, pgvector, or Weaviate
Database & Infrastructure: Advanced SQL skills including query optimization and indexing strategies. Containerization using Docker, Kubernetes or similar orchestration platforms. Experience running isolated environments for code execution
Skills
As published by lever · 5 questions · 2 written answers
Basics
Resume/CV, Full name, Pronouns, Email, Phone, Current location, Current company, LinkedIn URL, Twitter URL, GitHub URL, Portfolio URL, Other website
Short answers (1)
- If referred, who referred you? optional
Pick from a list (2)
- This position is located in our Bangalore office. Are you based in, or willing to relocate, to this location?
- Have you previously been employed by Employ?
Written answers (2)
- What is your current and expected CTC? (LPA)
- What is your notice period?