We are seeking an experienced Senior AI Engineer to build production-grade components for our AI-first, data-centric platform. The ideal candidate will implement agentic capabilities, integrate knowledge-graph reasoning, and instrument robust evaluation and observability.
Key Responsibilities :
- Implement Intent, Planner, and Router / Composer agents with typed JSON I / O, retries / timeouts, and idempotency.
- Generate correct graph queries from planner outputs and perform subgraph extraction.
- Implement document prep, chunking / embeddings, hybrid retrieval and reranking.
- Tune prompts, routing policies, temperature / top-p settings, and caching.
- Integrate test sets and scoring, enable automated re-evaluation on any change.
- Instrument traces / metrics / logs and surface cost-per-answer dashboards.
- Enforce policy-as-code and entitlement checks, PII / PHI handling, content moderation, and HITL approval prompts.
- Maintain API / connector schemas and docs.
Required Skills :
Applied LLM Engineering : 1-2+ years building production services.Knowledge & Retrieval : Practical experience with Knowledge Graphs and RAG pipelines.Data / Model Ecosystem : One or more vector DBs and search platforms.Backend Skills : Proficiency in Python and / or TypeScript / Node.js.Observability & Reliability : OpenTelemetry, performance profiling, and resiliency patterns.Security by Design : OIDC / SSO, secrets management, least-privilege access, and audit logging.CI / CD & Testing : Git-based workflows, automated pipelines, and unit / integration / contract tests.This role is ideal for a hands-on engineer who enjoys turning advanced reasoning patterns into robust, observable services-balancing quality, safety, and cost at enterprise scale.