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Cerebry - Generative AI Engineer - LLama

0 years

0 Lacs

noida uttar pradesh india

Posted:21 hours ago| Platform: Linkedin logo

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Skills Required

ai retrieval data orchestration reasoning controller logic management evaluation regression dataset tracking latency governance filtering efficiency routing circuit packaging helm terraform research openai azure aws layers test python typescript fastapi flask redis docker metrics

Work Mode

On-site

Job Type

Full Time

Job Description

What Youll Build

Retrieval & data grounding :
  • Connectors for warehouses/blobs/APIs; schema validation and PII-aware pipelines; chunking/embeddings; hybrid search with rerankers; multi-tenant index management.

Orchestration & Reasoning

  • Function/tool calling with structured outputs; controller logic for agent workflows; context/prompt management with citations and provenance.

Evaluation & Observability

  • Gold sets + LLM-as-judge; regression suites in CI; dataset/version tracking; traces with token/latency/cost attribution.

Safety & Governance

  • Input/output filtering, policy tests, prompt hardening, auditable decisions.

Performance & Efficiency

  • Streaming, caching, prompt compression, batching; adaptive routing across models/providers; fallback and circuit strategies.

Product-ready Packaging

  • Versioned APIs/SDKs/CLIs, Helm/Terraform, config schemas, feature flags, progressive delivery playbooks.

How Youll Work

  • Collaborate asynchronously with Research, Product, and Infra/SRE.
  • Share designs via concise docs and PRs; ship behind flags; measure, iterate, and document.
  • Enable product teams through well-factored packages, SDKs, and runbooks.

Tech Youll Use

LLMs & providers :
  • OpenAI, Anthropic, Google, Azure OpenAI, AWS Bedrock; targeted OSS where it fits.

Orchestration/evals

  • LangChain/LlamaIndex or lightweight custom layers; test/eval harnesses.

Services & Data

  • Python (primary), TypeScript; FastAPI/Flask/Express; Postgres/BigQuery; Redis; queues.

Ops

  • Docker, CI/CD, Terraform/CDK, metrics/logs/traces; deep experience in at least one of AWS/Azure/GCP.
(ref:hirist.tech)

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