4 дня назад
Lead AI Engineer (Agentic Systems)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Lead AI Engineer (Agentic Systems) (Python/RAG/LLM): Building a production multi-agent orchestration platform for regulated and technical enterprise workflows with an accent on agent architecture, reliability, and simulator integrations. Focus on designing state management, error recovery, audit trails, evaluation systems, and measurable time savings in collaboration with senior client engineers.
Location: Remote-first with overlap during US Eastern hours; requires monthly travel on average to a single US major metro and periodic on-site client embedding.
Company
is an AI transformation firm that builds production AI systems for mid-market enterprises in regulated and technical domains.
What you will do
- Lead the architecture and development of a multi-agent orchestration platform with capability agents for data ingestion, requirements retrieval, model construction, simulation orchestration, QA, and report generation.
- Define interface contracts and integrations with domain-specific simulation tools and client software teams.
- Design and build the orchestration engine, including state management, error recovery, audit trails, monitoring dashboards, and agent design patterns.
- Extend an existing production RAG system with established retrieval infrastructure and interaction telemetry.
- Run pilot iterations with senior client engineers, measure time savings, capture failure modes, and improve system reliability.
- Mentor a junior builder and contribute to technical hiring.
Requirements
- 6+ years of production software engineering experience, including 2+ years shipping LLM-based or agentic systems in production.
- Strong Python skills and hands-on experience with an agent framework such as LangGraph, Letta, or custom orchestration.
- Experience with RAG architectures, vector databases, embedding models, document-processing pipelines, and retrieval evaluations.
- Strong understanding of LLM evaluations, agent reliability, debugging, and failure-mode analysis.
- Ability to communicate clearly with engineers, executives, non-engineers, and domain experts in client-facing settings.
- Willingness to overlap with US Eastern time and travel monthly on average to a US major metro for periodic on-site client work.
Nice to have
- Forward-deployed or solutions-engineering experience at an AI lab, applied AI firm, or similar organization.
- Experience integrating LLMs with deterministic engineering tools, simulators, or specialized APIs.
- Cloud infrastructure experience with AWS, Azure, or GCP.
- Exposure to regulated or technical domains such as financial services, healthcare, legal, or industrial sectors.
Culture & Benefits
- Remote-first working model with modern development and deployment tooling.
- Production use of Claude, OpenAI APIs, open-source models, Cursor, Claude Code, Vercel, Neon, and Sentry.
- Focus on shipping working systems rather than AI strategy presentations or proof-of-concept demos.
- Eight-month term with likely extension; available as a full-time or contract engagement.
- Technical lead seat reporting directly to the founder.
Hiring process
- Submit a short cover letter explaining background, shipped work, and interest in the role.
- Describe a multi-agent or production LLM system built, including what worked, what failed, and what would be changed.
- GitHub, code samples, or a CV are optional.
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