AI Product Engineer

Evenly Technology; Bethesda (MD); On-site; USD 120,000 - 150,000; Full time

Job summary

Evenly is a healthcare technology company in Bethesda, Maryland. As the AI Product Engineer, you will be the first engineering hire on a new product initiative, owning product collaboration, architecture planning, and development from concept to rollout.

You will inherit a working platform in daily use today, take ownership, harden it, and drive it much further with direct contact to users and leadership alignment on the roadmap and priorities.

Qualifications

• This role requires ownership of product outcomes and decisions.
• Proven ability to turn business goals into shipped features.
• Experience communicating with both technical and non-technical stakeholders.
• Authorization to work in the United States.
• Prefer experience with AI-assisted development and healthcare contexts.

Responsibilities

• End-to-end architecture, development, testing, deployment, and production operations.
• Mature an AI-generated codebase into production-grade software with CI/CD, observability, security, and reliability improvements.
• Build integrations with third-party systems including messaging, payments, and healthcare APIs.
• Develop AI-powered product features using modern LLMs, prompt engineering, and evaluations.
• Maintain HIPAA compliance and ensure security of software handling patient data.
• Work directly with users to translate feedback into product improvements.

Skills

Product ownership

Technical communication

Autonomy

Tools

Claude Code

Cursor

Codex

Job description

About Evenly

Evenly is a healthcare technology company headquartered in Bethesda, Maryland. After years of delivering care directly to patients, we’re now building AI-powered software informed by that operational experience. This role is central to the company’s next phase of growth.

About the Role

The AI Product Engineer will be the first engineering hire on a new product initiative. You’ll own product collaboration, architecture planning, and product development and rollout. You’ll decide what to build, in what order, and to what standard, and you’ll work closely with the leadership team to develop the roadmap and set priorities.

You won’t be starting from a blank page. You’ll inherit a working platform that is in daily use today, built by the founding team. Your job is to own it, harden it, and take it much further.

This is a role for an engineer who wants the scope of a founding engineer: full technical ownership, direct contact with users, and a straight line between what you ship and whether the business works.

What You’ll Own

• End-to-end architecture, development, testing, deployment, and production operations.

• Maturing a founder-built, AI-generated codebase into production-grade software through testing, CI/CD, observability, security, and reliability improvements.

• Building integrations with third-party systems, including messaging, payments, and healthcare-specific APIs.

• Developing AI-powered product features using modern LLMs, including prompt engineering, structured outputs, evaluations, and model selection.

• Maintaining HIPAA compliance and ensuring the security of software handling patient data.

• Working directly with users to understand workflows and translate customer feedback into product improvements.

How We Build

We are an AI-first engineering organization. We believe modern AI tools allow exceptional engineers to accomplish what previously required an entire team.

The ideal candidate:

• Uses AI coding tools such as Claude Code, Cursor, Codex, or similar as part of their daily workflow.

• Has strong opinions about effective AI-assisted development and continuously experiments with new approaches.

• Takes ownership of every line of code, regardless of whether it was written by AI or by hand.

• Thrives in a highly autonomous environment with significant ownership.

Qualifications

Required

• 4+ years of professional software engineering experience with production ownership.

• Experience shipping products or major features from concept through deployment.

• Daily experience using AI coding agents as part of software development.

• Strong product judgment and the ability to turn business goals into shipped features.

• Excellent communication skills with both technical and non-technical stakeholders.

• Authorization to work in the United States.

Preferred

• Experience in healthcare technology or HIPAA-regulated environments.

• Experience building LLM-powered products, including prompt engineering, evaluations, structured outputs, or agentic workflows.

• Experience integrating production-scale third-party APIs such as payments, messaging, or EHR systems.

• Startup or zero-to-one product experience.

We don’t require a specific technology stack or a computer science degree. We’re looking for someone with a track record of building great products, learning quickly, and operating with a high degree of autonomy.