Associate Product Manager- Denials AI

Med-Metrix•Parsippany-Troy Hills, NJ

6d•Onsite

About The Position

The Associate Product Manager – Denials AI supports the development and execution of the Denials AI product by translating business needs, operational workflows, and data insights into clear product requirements and deliverables. The Associate Product Manager – Denials AI helps deliver features that improve denial classification, root-cause analysis, automation, and decision support across the denial and appeal lifecycle. The Associate Product Manager contributes insights that inform continuous product improvement and drive measurable impact aligned with Med-Metrix’s enterprise goals.

Requirements

Bachelor’s degree in a related discipline preferred
1–3 years of experience in product management, business analysis, healthcare technology, or a related field
Familiarity with AI/ML-powered products or cloud-hosted platforms (e.g., AWS), including how models and data pipelines support product features
Experience with payer–provider data exchange standards
Foundational understanding of the product development lifecycle, with exposure to discovery, delivery, and iteration
Experience with or familiarity with healthcare workflows; exposure to medical claim denials processes is a plus
Experience supporting product delivery activities, including writing user stories, defining requirements, and working within Agile environments (e.g., Jira or similar tools)
Understanding of iterative development practices, including prototyping, testing, and continuous improvement
Strong analytical and problem-solving skills, with the ability to interpret data and support insight-driven decisions
Demonstrated critical thinking skills, with the ability to break down problems and contribute to structured solutions
Proficiency in Microsoft Office Suite
Strong interpersonal skills, ability to communicate well at all levels of the organization
Strong problem solving and creative skills and the ability to exercise sound judgment and make decisions based on accurate and timely analyses
High level of integrity and dependability with a strong sense of urgency and results oriented
Excellent written and verbal communication skills required

Nice To Haves

Familiarity with healthcare interoperability standards is a plus
Familiarity with EHR systems or integration workflows (Epic, Cerner, Meditech, etc.) is a plus

Responsibilities

Support enhancements to denial classification and root-cause analysis across the denial and appeal lifecycle, helping translate clinical and administrative denial reasons into product requirements
Assist with tracking and reporting on core Denials AI KPIs, including denial overturn rate, submission rate, denial-to-submission turnaround, and dollars recovered, across automated and manual-assisted workflows
Support requirements for FHIR/HL7 data ingestion, EMR retrieval, and case creation on denial receipt, partnering with Data and Engineering to ensure claim, EOB, and coverage data are available for downstream models
Support execution of the product vision and strategy by contributing insights, gathering inputs, and assisting in prioritization decisions aligned with Med-Metrix’s overall goals
Support stakeholder communication through status updates, documentation, roadmap priorities, release impacts, and performance outcomes, ensuring clarity and alignment
Support workflow standardization efforts while helping maintain configurable pathways to meet client, payer, and regulatory requirements
Collaborate with client-facing and delivery teams to support workflow adoption, change management, and continuous improvement initiatives
Assist in maintaining the product roadmap and tracking feature progress against defined goals
Assist in defining and prioritizing product features under the guidance of Product Managers
Translate product roadmap features into well-defined product requirements, including user stories, acceptance criteria, and supporting documentation
Support Scrum activities, including backlog grooming, sprint planning, standups, and tracking sprint progress
Identify and escalate risks and blockers impacting successful completion of release and sprint goals
Support product demos, user acceptance testing (UAT), and feedback collection to inform product improvements
Other duties as assigned
Use, protect and disclose patients’ protected health information (PHI) only in accordance with Health Insurance Portability and Accountability Act (HIPAA) standards
Understand and comply with Information Security and HIPAA policies and procedures at all times
Limit viewing of PHI to the absolute minimum as necessary to perform assigned duties