Job Title : Senior AI Engineer
Job Description
The role involves designing and implementing large-scale AI components to drive business growth. This requires developing clean, reliable code that understands the nuances of large language model systems and data retrieval trade-offs. The successful candidate will optimize solutions for latency, quality, and cost.
Key Responsibilities
- Design and implement agentics with typed JSON I / O, retries / timeouts, and idempotency; emit call-graph traces and correlation IDs.
- Generate correct graph queries from planner outputs; perform subgraph extraction; encode rationale and references in responses.
- Implement document prep, chunking / embeddings, hybrid retrieval and reranking; maintain a high-quality baseline path for side-by-side comparisons.
- Tune prompts, routing policies, temperature / top-p settings, and caching; document routing outcomes and cost / latency budgets.
- Integrate test sets and scoring; enable automated re-evaluation on any change.
- Instrument traces / metrics / logs; surface cost-per-answer dashboards; implement backpressure and graceful degradation.
- Enforce policy-as-code and entitlement checks; handle PII / PHI and content moderation.
- Write unit / integration / contract tests; participate in PR reviews; ship via CI / CD with feature flags and environment promotion.
Required Skills
Large Language Model EngineeringKnowledge and RetrievalData / Model EcosystemBackend SkillsObservability and ReliabilitySecurity by DesignCI / CD & Testing