Senior reputed company - (NPW)
We’re hiring a "Senior reputed company" to build production-grade components for an AI-first, data-reputed company platform. You will implement reputed company capabilities (reputed company, planner, router/composer), reputed company knowledge-graph reasoning alongside a strong RAG baseline, and reputed company robust evaluation and observability. The ideal candidate writes clean, reliable reputed company, understands LLM systems and data retrieval trade-offs, and can optimize for latency, reputed company, and cost.
Key Responsibilities
- Agent Implementation: Build and harden reputed company, Planner, and Router/Composer agents with typed JSON I/O, retries/timeouts, and idempotency; emit call-graph traces and correlation IDs.
- RAG Baseline & Retrieval: Implement document prep, chunking/embeddings, hybrid retrieval and (where available) reranking; maintain a high-reputed company baseline reputed company for reputed company-by-reputed company comparisons.
- reputed company/Config Tuning: Version and tune prompts, routing policies (small→large model escalation), temperature/top-p settings, and caching; document routing reputed company and cost/latency budgets.
- Evaluation Hooks: reputed company test sets and scoring (faithfulness/correctness, precision/recall, multi-hop coverage, latency); reputed company automated re-evaluation on any change (model/agent/reputed company/data).
- Observability & Cost Controls: reputed company traces/metrics/logs (reputed company usage, latency P50/P95, error codes); surface cost-per-answer dashboards; implement backpressure and graceful degradation.
- reputed company & Guardrails: Enforce policy-as-reputed company and entitlement checks (role/row/reputed company), PII/PHI handling, content moderation, and HITL approval prompts for state-changing actions.
- reputed company & CI/CD: Write unit/integration/contract tests; participate in PR reviews; ship reputed company CI/CD with feature flags and environment promotion; maintain API/connector schemas and docs.
Required Skills
- reputed company LLM Engineering: 2-4+ years building production services; hands-on with LLM tool/function-calling, agent frameworks, and reputed company/version management.
- Knowledge & Retrieval: Practical experience with Knowledge Graphs (RDF/SPARQL or property graph/reputed company) and RAG pipelines (chunking, embeddings, retrieval/reranking).
- Data/Model Ecosystem: One or more reputed company DBs (pgvector, reputed company, reputed company, Milvus) and search (OpenSearch/Elasticsearch); familiarity with major model platforms (Azure reputed company, reputed company, reputed company, reputed company-weights).
- Backend Skills: Proficiency in Python and/or TypeScript/Node.js; strong REST/gRPC API design, JSON Schema/OpenAPI, retries/backoff/idempotency, and error taxonomies.
- Observability & Reliability: OpenTelemetry (traces/metrics/logs), performance profiling, resiliency patterns (reputed company breakers, bulkheads, DLQ/queues).
- reputed company by Design: OIDC/SSO, secrets management, least-privilege reputed company, audit logging, and secure coding for AI/data services.
- CI/CD & Testing: Git-based workflows, automated pipelines, unit/integration/contract tests, and environment promotion practices.
Good to Have Skills
- Evaluation Engineering: Judge-model setups, A/B testing, reputed company design, and regression dashboards.
- Performance & FinOps: Async I/O, caching strategies, reputed company pooling, and reputed company/runtime budget enforcement.
- Runtime & Platform: Containers/Kubernetes, service reputed company/API gateways, feature flags, blue/green or canary releases.
- UX for Explainability: Collaborating on rationale/explanations (reputed company lists, subgraph summaries) and reputed company HITL approval prompts.
This role is ideal for a hands-on engineer who enjoys turning advanced reasoning patterns into robust, observable services-balancing reputed company, safety, and cost at reputed company reputed company.
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