Modernizing Medicine
Staff AI Engineer
Boca Raton, FL · Staff+
Sponsorship not specifiedDetected 98 days ago
AlgorithmsVector DatabasesCloud PlatformsMachine LearningLLMsRAGAgentic AILLMOpsAI OrchestrationIncident ResponseEHR/EMRLeadershipCommunicationCollaborationMentoring
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odds of building a lasting career here
40Risky
Cap-exempt (no lottery)0
Sponsors this role90
Entry-level history0
PERM / green-card track0
Lottery odds40
Fits your clock70
Thin sponsorship signal and lottery-bound. A low-probability bet with your clock running. Prioritize cap-exempt roles and proven entry-level sponsors first.
Lottery odds assume a STEM candidate.
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from this employer's Department of Labor filings
Files H-1B transfers
9 transfer filings in the last year, covering 9 workers. Median labor-condition decision: 7 days. An employer that already files transfers is one that can take over an existing H-1B.
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About the role
- You set direction for multi-agent orchestration, production RAG (hybrid search, re-ranking, and query routing), tool and MCP integration, and the evaluation and observability stack that keeps them dependable.
- You mentor senior engineers and represent AI engineering in cross-functional and strategic initiatives.
- A background in classical ML is an asset
Responsibilities
- Define and drive technical direction for AI and agentic systems, and contribute to the AI platform roadmap across teams
- Lead the design of large-scale AI/LLM systems: inference platforms, APIs, and distributed architectures
- Define and drive best practices and standards for AI/LLM systems across teams (agent design, evaluation, observability, reliability)
- Lead complex production debugging and incident response across teams, and harden the resulting fixes into platform guardrails
- Lead technical design reviews and architecture decision records (ADRs) for critical AI infrastructure
- Lead multi-agent platform architecture decisions: runtime selection, orchestration patterns, and enterprise integration strategy
Requirements
- Master's or Ph.D. degree in Computer Science, Software Engineering, or a related field.
- 10+ years of professional experience in ML/AI or software engineering, including 4+ years in senior or staff-level roles with production system ownership
- Hands-on experience architecting and operating production agentic AI or LLM systems (multi-agent workflows, production RAG, tool and MCP integration)
- Proven mentorship of mid-level and senior engineers
- Demonstrated engineering leadership, including driving technical strategy and influencing cross-team decisions
- Deep understanding of embedding models, retrieval algorithms, and vector database internals
- Strong production debugging, reliability, and incident-response skills
- Experience building rigorous evaluation for non-deterministic AI systems, including statistical methods (such as bootstrap confidence intervals and minimum effect-size thresholds) to separate genuine quality changes from run-to-run model variance
- Strong communication skills for executive and cross-functional audiences
Nice to have
- Track record of conference talks, published papers, or significant open-source contributions
- Experience with GPU-accelerated inference and model serving optimization
- Familiarity with workflow orchestration and streaming architectures for real-time AI
Skills
- Consistently ranked as a Top Place to Work
- 2025
Compensation
- 401(k): ModMed provides a matching contribution each payday of 50% of your contribution deferred on up to 6% of your compensation.
Benefits
- At ModMed, we believe it's important to offer a competitive benefits package designed to meet the diverse needs of our growing workforce.
- Comprehensive medical, dental, and vision benefits, including a company Health Savings Account contribution,
- Generous Paid Time Off and Paid Parental Leave programs,
- Company paid Life and Disability benefits, Flexible Spending Account, and Employee Assistance Programs,
- Professional development opportunities, including tuition reimbursement programs and unlimited access to LinkedIn Learning,
- Weekly catered breakfast and lunch, treadmill workstations, Zen, and wellness rooms within our BRIC headquarters.
Company info
- Founded in 2010 by a practicing physician and a successful tech entrepreneur, we took a radically different approach: we hired doctors and taught them how to code.
- Additionally, ModMed will not ask you to purchase equipment or supplies as part of your onboarding process.
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This listing is sourced directly from Modernizing Medicine's careers page and normalized into a canonical job model.