Senior Forward Deployed AI Engineer

Prenuvo

. Embed with one or two teams per cycle and own AI solutions end to end, from intake brief through production deployment and monitoring .

Posted 9/24/2026full-timeRemote • United StatesSenior💰 $145,000 - $165,000 per yearWebsite

Core Competencies

Role fit

Core Competencies

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Demonstrates expertise in building and delivering AI-powered software solutions, with a strong focus on product delivery, model evaluation, and cloud engineering. Capable of collaborating with cross-functional teams to enhance AI fluency and implement effective validation processes.

Highest-signal resume keywords

AI Solutions DevelopmentFull-Stack DevelopmentPython ProgrammingCloud EngineeringModel Evaluation

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

AI-Powered Features DeliveryProbabilistic-Software LiteracyEvaluation HarnessesAcceptance Criteria DefinitionTool CallingRAG IntegrationAgent OrchestrationAPIs DevelopmentHuman-in-the-Loop DesignProduct Delivery Skills

Soft Skills

Stakeholder CommunicationPrioritizationCollaboration

Tools & Technologies

AWSAWS BedrockPrenuvo AI PlatformModern Evaluation FrameworksRegistered Tools

Industry Keywords

Clinical ExperienceHealthcare DataFDA FamiliarityHealth Canada FamiliarityISO 13485 FamiliarityPHI Experience

Tech Stack

Tools & technologies

AWSCloudPython

About the role

Key responsibilities & impact

Embed with one or two teams per cycle and own AI solutions end to end, from intake brief through production deployment and monitoring
Decide whether to build, wrap, or vet each initiative and establish its validation threshold
Build agentic capabilities including tool/function calling, RAG, MCP integrations, multi-step orchestration, and human-in-the-loop checkpoints
Architect solutions on Prenuvo’s shared AI platform, including model serving, AWS Bedrock foundation-model contracts, evaluation harnesses, monitoring, tool registry, and prompt guardrails
Define acceptance criteria, offline and online evaluations, and escalation triggers before development
Run initiatives through AI intake and risk categorization processes
Leave reusable validated templates, registered tools, or reference architectures after each engagement
Increase AI fluency across teams through design reviews and office hours
Enable teams to ship AI features independently using shared templates and champions

Requirements

What you’ll need

Six or more years building and delivering product-grade software
Track record of shipping AI-powered features to production, including LLM and/or imaging using tool calling, RAG, or agent orchestration
Experienced full-stack developer
Probabilistic-software literacy, including model evaluation and reasoning about failure modes
Ability to hold and explain a validation bar with senior clinical, product, and engineering stakeholders
Product delivery skills, including scoping requests, prioritization, and translating product needs into validated designs
Strong Python skills
Practical cloud engineering and deployment experience, including APIs; AWS and Bedrock ideally
Comfort working directly inside another team’s codebase
Hands-on experience with modern evaluation frameworks and human-in-the-loop design
Experience building evaluation harnesses and acceptance criteria
Applicants must be legally authorized to work in the United States at the time of hire and must not require current or future employer visa sponsorship
Successful candidates must undergo a background check
Nice to have: regulated, clinical, or healthcare-data experience; FDA, Health Canada, ISO 13485, or equivalent familiarity; PHI experience; AWS/Bedrock; MCP; consulting, solutions architecture, or forward-deployed experience

Benefits

Comp & perks

Positive impact on people's lives and health
Free whole-body scans for each team member
Growth opportunities and career development
Weekly team connection, sharing, and socializing
Flexible vacation policy
Commuter Benefits Plan covering transit and parking costs
401(k) retirement savings plan with pre-tax contributions; no current company matching contributions
Comprehensive health, dental, vision, and mental health coverage