Forward Deployed AI Solutions Engineer
Core
Build, deploy, and run AI agents and automation pipelines to replace or augment human workflows in business domains like Clinical Operations, Lab Operations, and Sales, achieving 10–100x efficiency gains.
Role type
Forward Deployed AI Solutions Engineer (hands-on IC)
Builds
Production AI agent workflows and automation pipelines for business operations
Domain
Healthcare diagnostics (cell-free DNA) + Enterprise AI Automation
Deliverable
production ML models | product features
Required skills
Python scripting, SQL, CLIs, APIs, webhooks, LLM prompting, RAG, MCP, agent evaluation, observability, system integration
Preferred skills
Enterprise agentic platform experience (CrewAI, LangChain, AWS Bedrock), regulated environment experience (HIPAA, SOC 2, GxP), product management or solutions engineering background
Technologies
Python, SQL, AWS Bedrock, Claude, Codex, CrewAI, LangChain, MCP servers
Responsibilities
Map and design future-state workflows integrating AI agents with business systems; build and connect agents via APIs and webhooks; run production pipelines and manage end-to-end performance KPIs; build and manage evaluation suites; instrument observability with tracing and dashboards; triage failures and iterate on prompts and context
Seniority
Mid-Senior, hands-on IC