Applied AI Engineer

Iterative Health; Cambridge, Northern (MA, KY); Hybrid; USD 170,000 - 240,000; Full time

Benefits offered by this job

Hybrid work environment

Medical, dental, vision coverage

Mental health support

HSA/FSA options

Unlimited PTO

401(k) with company match

Job summary

Iterative Health in a hybrid setup (New York City or Boston offices) seeks a Forward Deployed AI Product Manager to identify, build, and deploy AI-powered solutions that transform clinical research operations. You’ll partner closely with operators, engineers, and data scientists to understand workflows and deliver production-ready workflows.

You’ll own the full product lifecycle—from discovery to adoption—driving measurable outcomes and rapid iteration in healthcare technology. Travel ≤15%.

Qualifications

• 4+ years building and shipping software products, AI applications, or production systems.
• Hands-on experience with large language models, prompt engineering, and workflow automation.
• Strong fluency with modern AI development workflows and tooling.
• Experience translating user problems into scalable AI solutions.
• Familiarity with Python.

Responsibilities

• Embed within internal teams to understand workflows and opportunities for automation.
• Translate operational challenges into AI solutions with measurable outcomes.
• Design, prototype, and deploy AI-powered workflows with modern platforms.
• Own full product lifecycle from discovery to adoption and optimization.
• Establish evaluation frameworks for AI performance against business outcomes.
• Collaborate with engineering, data, and security to ensure reliability and governance.
• Move concepts from PoC to production and scale across units.
• Identify reusable platform capabilities for future AI development.

Skills

4+ years experience

LLM experience

AI tooling proficiency

User collaboration

Python

Ambiguity management

Communication

Ownership mindset

Tools

Claude Agent SDK

LangGraph

AgentCore

MCP servers

LLM evaluation tooling

Job description

Cambridge, Massachusetts, United States, New York, New York, United States

Iterative Health is a healthcare technology and services company powering the acceleration of clinical research to transform patient outcomes.

We built a leading performance-driven network of 100+ sites across the US, Europe, India, and Australia, conducting research directly in the communities where care is delivered across gastrointestinal, hepatology, obesity, and cardiology. By combining deep clinical trial expertise with cutting-edge AI, we connect sponsors' scientific ambitions with high-performing research teams that expedite and expand access to novel therapeutics for patients in need. Today, Iterative Health is headquartered in Cambridge, Massachusetts, and New York City with 250+ employees world-wide.

As a Forward Deployed AI Product Manager at Iterative Health, you will work cross functionally to identify, build, and deploy AI-powered solutions that transform how clinical research operations are executed.This is a highly hands-on role that sits at the intersection of product, engineering, and operations. You will partner closely with end users to understand their workflows, identify opportunities where AI can create meaningful leverage, rapidly prototype solutions, and deploy them into production. The ideal candidate combines strong product instincts with technical fluency and a builder mentality. You are equally comfortable sitting alongside a clinical operator to understand a workflow as you are working with engineers and AI tooling to bring a solution to life.

You will work across Clinical Operations, Site Operations, Trial Enrollment, Business Development, and Corporate Functions, identifying high-impact opportunities and owning them from concept through deployment and adoption. This role reports to the Product organization and partners closely with Engineering, Data Science, Security, and Operational Leadership teams.

Where You’ll Drive Impact

• Embed within internal business teams to deeply understand workflows, decision-making processes, pain points, and opportunities for automation and augmentation
• Translate complex operational challenges into well-defined AI solutions with measurable business outcomes
• Design, prototype, and deploy AI-powered workflows and agentic systems leveraging modern LLM platforms, orchestration frameworks, and internal data infrastructure
• Own the full product lifecycle, including discovery, solution design, implementation, testing, rollout, adoption, and ongoing optimization
• Establish evaluation frameworks that measure AI performance against operational, quality, and business outcomes
• Partner with engineering, data, and security teams to ensure solutions meet company standards for reliability, governance, compliance, and scalability
• Work through the operational and technical details required to move solutions from proof-of-concept to production
• Identify patterns and opportunities that can evolve from one-off solutions into reusable platform capabilities
• Bring field insights and learnings back to Product and Engineering leadership to inform future investment decisions and product strategy
• Contribute to the evolution of Iterative Health's AI operating model, including tooling, evaluation methodologies, governance practices, and development standards
• Travel occasionally to business units, research sites, and company offices as needed (estimated less than 15%)
• Perform related duties as requested

You Might Thrive in This Role If

• You enjoy operating in highly ambiguous environments and creating structure where none exists
• You are equally effective working with executives, operators, engineers, and data scientists
• You can quickly understand how people actually work and identify opportunities to improve workflows through technology
• You value rapid experimentation and iterative learning over lengthy planning cycles
• You have strong judgment about where AI adds value and where traditional solutions may be more appropriate
• You are energized by building and deploying solutions that create immediate impact for users
• You are comfortable moving between strategy, execution, and hands-on problem solving

What You Bring to the Team

• 4+ years of experience building and shipping software products, AI applications, technical solutions, or production systems
• Hands-on experience working with large language models, including prompt engineering, agent design, retrieval-augmented generation (RAG), evaluation frameworks, and workflow automation
• Strong technical fluency with modern AI development workflows and tooling
• Experience collaborating directly with end users to understand business problems and translate them into scalable solutions
• Familiarity with programming languages such as Python and the ability to work effectively with technical teams throughout implementation
• Ability to navigate ambiguity, prioritize effectively, and drive outcomes with limited direction
• Strong written and verbal communication skills with the ability to engage both technical and non-technical audiences
• Demonstrated ownership mindset and bias toward action

Preferred

• Experience in healthcare, clinical research, or another regulated domain (HIPAA, GxP, financial services)
• Background as a technical founder, early engineer at a startup, or in a customer-facing engineering role (FDE, solutions engineering, applied AI)
• Interest in growing toward a senior product role over time - this role is designed as a natural bridge
• Experience with agent frameworks (Claude Agent SDK, LangGraph, AgentCore, etc.), MCP servers, or production LLM evaluation tooling
• Familiarity with EMR systems, clinical trial operations, or healthcare data standards (FHIR, OMOP)
• Experience working with messy, real-world data and turning it into something useful without pretending it's clean

What Success Looks Like

Within your first 12 months, you will:

• Deploy multiple AI-powered workflows that deliver measurable improvements in efficiency, quality, speed, or user experience
• Establish trusted partnerships with operational teams across the organization
• Develop repeatable frameworks for evaluating and scaling AI applications
• Identify and help operationalize reusable platform capabilities that accelerate future AI development
• Drive meaningful adoption of AI solutions across key business functions

How We Work

• Collaborative and low-ego team environment
• Fast-moving and highly iterative culture
• Strong focus on ownership and accountability
• Mission-driven and patient-centered mindset
• Open communication and continuous learning
• Comfortable navigating evolving business needs

Benefits That Support You

We believe great teams do their best work when they feel supported — professionally and personally.

• Hybrid work environment with in-office collaboration two days per week in either our NYC or Boston office
• Comprehensive medical, dental, and vision coverage, with up to 80% of premiums covered by Iterative Health
• Mental health and wellness support through Spring Health
• Health HSA or FSA options, and commuter FSA contributions supported by Iterative Health
• Unlimited PTO, 12 company holidays, and a company-wide shutdown between Christmas and New Years
• 401(k) program with a company match of up to 3% (up to $3,000 annually)
• Weekly in-office lunch benefit every Tuesday
• 100% company-paid short-term and long-term disability coverage
• Annual wellness and professional development stipend to support your health and growth
• And more!

At Iterative Health, we believe great people drive innovation. If you’re excited about helping transform the future of clinical research while building scalable people strategies that support growth and impact, we encourage you to apply.

New York pay range

$170,000 - $240,000 USD

Equal Employment Opportunity Statement

Iterative Health (the “Company”) is proud to be an equal opportunity employer, and is committed to providing equal employment opportunities to all employees and applicants without regard to actual and/or perceived: race; color; national origin; religion; age; sex (including pregnancy, childbirth, breastfeeding, and related medical conditions); gender identity or expression (including transgender status); affectional or sexual orientation; disability (mental and physical); atypical hereditary cellular or blood trait or genetic information (including family medical history); uniform service member and veteran status; participation in legally protected conduct or making a complaint relating to unlawful conduct; and any other characteristic or conduct protected by applicable federal, state, or local law.