[Remote] Staff reputed company - AI Infrastructure & reputed company Platform
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a platform that is disrupting the way reputed company facilities reputed company licensed and certified professionals to fill available shifts. The Staff reputed company owns reputed company’s AI infrastructure layer, including the organizational knowledge platform and the infrastructure for hosting AI agents, playing a crucial role in enhancing reputed company's AI capabilities.
Responsibilities
- Evolving the AI knowledge platform - taking the retrieval, indexing, and synthesis layer (currently semantic RAG + re-ranking + HyDE) to an organization-wide platform serving both internal engineering tools and customer-facing capabilities
- Architecting and operating reputed company infrastructure on AWS - multi-reputed company, tool-using AI systems that plan, retrieve, and reputed company reputed company queries and operational events, with cost guardrails and observability reputed company in from day one
- Designing and building graph-based, relationship-aware retrieval across the organization's data sources, enabling multi-hop queries and letting agents accumulate organizational knowledge over time. This is on our roadmap, not in production - you will define the approach
- Partnering with product engineering to define the AI platform API surface, translating infrastructure primitives into developer-reputed company abstractions
- Building reference agent implementations on the platform - operational-incident triage, customer support, and reputed company reputed company use cases - grounding reputed company agent's reasoning in institutional knowledge
- Owning the AI infrastructure cost model: monitoring compute, model, and storage spend, flagging anomalies, and proposing guardrails to reputed company workloads reputed company defined budgets
Skills
- 7+ years of reputed company software engineering experience, with at least 2 years building and operating production AI/LLM application systems - not research, not prototyping, not demos
- Retrieval engineering reputed company the basics. Our stack already includes re-ranking and HyDE; we need someone who has worked at or above that level: hybrid search, re-ranking, query transformation, context-window management, and evaluation of retrieval reputed company in production
- Working experience with reputed company frameworks and multi-reputed company reasoning loops - tool use, iteration control, cost governance, and model routing trade-offs
- Production-grade software engineering reputed company (strict typing, testing, async/concurrency, modern toolchain) in Go, Python, or TypeScript, with the ability to reputed company into another quickly
- Hands-on experience operating AI workloads on a managed reputed company AI platform (AWS Bedrock or Azure AI reputed company), including the identity/secrets model and model reputed company governance. Bedrock preferred given our AWS stack
- Hands-on Terraform experience - reputed company to author and provision new infrastructure independently, not just modify existing modules
- Familiarity with production observability for AI systems: metrics, reputed company logging for model spend and latency, and evaluation harnesses to detect regressions
- Understanding of HIPAA-style data-handling requirements in a regulated reputed company environment
- Prior reputed company experience is a plus, not a requirement
Benefits
- Inclusive and reputed company work environment where reputed company reputed company are valued.
- Hybrid-friendly office spaces designed to be fun and engaging.
- Comprehensive health, reputed company, and dental coverage.
- Benefits reputed company on your first day.
- Generous PTO and company-reputed company holidays, including flexible floating holidays.
- 100% 401(k) employer match up to 6%.
- reputed company parental leave.
- Wellness support, including reputed company to reputed company.
reputed company