AI Product Engineer

About Katch

Katch is a leading healthcare technology company specializing in payment integrity and subrogation solutions. We partner with health plans, providers, and other stakeholders to identify, recover, and prevent payment errors—helping our clients reduce costs and improve operational efficiency. Our innovative platform combines advanced analytics, deep industry expertise, and a collaborative approach to deliver faster, more accurate recoveries and better outcomes across the healthcare ecosystem. 

At Katch, we’re building a fast-growing team that thrives in a startup environment. We look for curious, resourceful problem-solvers who are comfortable wearing multiple hats, working with ambiguity, and moving quickly to deliver results. Ideal candidates are collaborative by nature, eager to learn, and passionate about driving innovation in healthcare. If you’re energized by solving complex challenges and want to make a measurable impact, you’ll feel right at home here. 

Job summary

As an AI Product Engineer, you will be forward-deployed with users and internal teams to design, build, and deploy AI-powered solutions using platforms such as Palantir Foundry, Azure AI Foundry, and Databricks Agent Bricks. This is a hands-on, user-facing role that combines technical expertise with problem-solving and business acumen. You will be embedded with Investigations and Recovery teams to understand their challenges, architect solutions, and ensure successful implementation.

 

Responsibilities

• Collaborate with Investigations and Recovery teams to identify high-impact use cases for AI and data-driven solutions.
• Design, develop, fine-tune, and deploy AI tools for operational and analytical tasks using AI development environments like Palantir Foundry, Azure AI Foundry, and Databricks Agent Bricks.
• Integrate AI solutions with data pipelines and Katch’s subrogation workflow application.
• Ensure compliance with security, governance, and ethical AI standards.
• Create documentation required for AI governance boards.
• Continuously monitor and optimize deployed solutions for performance and reliability.

 

Qualifications

Required:

• Applied ML foundation: Solid foundation in applied ML, including problem framing, model training, and evaluation (e.g., metrics selection, offline/online validation, error analysis).
• Engineering background: Strong quantitative/engineering background (CS, Math, Stats, Physics, Software Engineering, ML or related), or equivalent practical experience building data/ML systems.
• Coding proficiency: Proficiency in Python and SQL for data/ML workflows; working knowledge of TypeScript/JavaScript (and Angular or similar front-end framework). Experience with Java a plus.
• Business-to-technical execution: Ability to translate business goals into technical requirements, choose pragmatic solution approaches, and deliver iterative releases quickly (prototype to MVP to production), with clear success metrics.
• Collaboration: Strong cross-functional collaboration: can work effectively with product, ops, and stakeholders to align on requirements, communicate technical concepts clearly, and drive decisions.
• Dynamic environment: Comfortable operating in ambiguity and rapidly evolving priorities; able to iterate directly with users, incorporate feedback, and adjust solutions based on real-world constraints.
• Ownership and learning: Bias for action and ownership: proactively identifies gaps, unblocks progress, and continuously improves through learning and experimentation.

 

 

Education

• Preferred fields include Computer Science, Mathematics, Statistics, Physics, Software Engineering, Machine Learning, or related disciplines (or equivalent practical experience).

 

Our ideal candidate:

• Leads with curiosity, asking thoughtful questions and validating assumptions before acting.
• Collaborates thoughtfully, partnering across teams to solve complex problems and drive shared success.
• Takes ownership and moves with agility, stepping forward when direction is unclear and driving work to outcomes.
• Stays future ready, continuously learning, adapting, and applying new tools and approaches to improve results.
• Acts with integrity, doing the right thing and showing care for people and the work.
• Safeguards trust, protecting clients, members, and sensitive data, and treating security and compliance as non negotiable.
• Communicates early and openly, raising risks quickly, proposing solutions, and following through with accountability.

Benefits

• Comprehensive medical, dental, and vision coverage
• Wellness program with resources for healthy living
• Health Savings Account (HSA) and Flexible Spending Account (FSA) for tax-free savings 
• Tuition reimbursement opportunities
• Generous PTO so you can recharge
• Paid holidays and sick time
• Leave options to support life’s biggest moments
• Life and Disability insurance through Unum
• Voluntary coverage options for added peace of mind (Critical Illness, Accident, Hospital Indemnity, Legal, and Identity Protection)
• Employee Assistance Program (EAP) for free, confidential counseling and support
• Backup care when you need it for children, elders, and pets through Care.com
• Remote work options available for many roles
• Flexible schedules in select positions

For more information about Katch, visit KatchIQ.com.

 

 

Equal Employment Opportunity at Katch

Katch is an equal opportunity employer and is committed to providing equal employment opportunity to all applicants and employees. We do not discriminate on the basis of race, color, ancestry, religion, sex (including pregnancy), national origin, age, disability (physical or mental), genetic information, sexual orientation, gender identity or expression, marital status, citizenship, military or veteran status, or any other characteristic protected by applicable federal, state, or local law.

Katch participates in E‑Verify as required by applicable law.

In accordance with applicable state and local laws, Katch does not inquire about an applicant’s salary history during the recruitment process.

If you require a reasonable accommodation to complete any part of the application or recruitment process, please contact our recruiting team.

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