DeepHealth

Principal Product Manager, Acute Care CT

DeepHealth  •  €70k - €80k/yr  •  Paris, FR (Onsite)  •  2 days ago
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Job Description

The Principal Product Manager, Acute Care CT owns the DeepHealth Acute Care CT Suite end to end, with primary accountability for what to build and shared accountability for getting it shipped. DeepHealth is building the Acute Care CT Suite from the ground up to cover detection, care coordination, and reporting for emergency CT, starting with head CT and expanding to chest and abdomen, where minutes saved in stroke, bleeds, and trauma directly affect patient outcomes. The Principal Product Manager, Acute Care CT shapes the suite from day one: owning the roadmap, translating clinical needs into ML and product work, and driving cross-functional delivery on a subset of the suite from data through customer activation. The role does not write code or own technical software design.

Essential Duties and Responsibilities

Product Strategy and Roadmap

  • Own the Acute Care CT Suite roadmap and define what to build, defer, or stop based on evidence.
  • Define suite scope across pathology detection modules, software capabilities such as alerting and care coordination, and comprehensive draft reporting.
  • Work with emergency radiologists and neuro/stroke teams to distinguish stated requests from real clinical needs, including time-to-treatment, triage, missed findings, and care coordination.
  • Translate clinical problems into ML work and set model metrics that reflect clinical value, including sensitivity versus false-positive burden.
  • Track the acute care market (including Aidoc, Viz.ai, RapidAI, Nicolab, and peers) and position products with Sales and Marketing.
  • Delivery and Cross-Functional Execution
  • Own delivery end to end on a subset of the Suite, from data to customer activation, including planning, coordination across data, ML, software, QARA, and Support, tracking, and escalation.
  • Run squads for new devices (typically 3 to 9 months), such as ASPECTS detection.
  • Coordinate with QARA on the regulatory impact of each release, including EU MDR and FDA 510(k).
  • Cut scope or move dates when needed, and escalate further as required.
  • Partner with engineering and technical leads without writing code or carrying technical software design.

PLEASE NOTE: This is not an exhaustive list of all duties, responsibilities and requirements of the position described above. Other functions may be assigned and management retains the right to add or change duties at any time.

Requirements

Minimum Qualifications, Education and Experience

  • Bachelor's degree in a technical, scientific, clinical, business, or related field, or equivalent experience (required).
  • 8+ years in product or delivery for medical devices or medical imaging software, with products shipped end to end (required).
  • Knowledge of radiology and emergency department workflows (required).
  • Knowledge of machine learning in Clinical AI (required).
  • Experience running cross-functional delivery across data, ML, software, and QA/RA to fixed dates (required).
  • Fluent English (required).
  • Hands-on use of AI tools (Claude Code, ChatGPT, or similar) in current work (required).
  • Preferred: French language skills.
  • Preferred: Acute care, stroke, or emergency imaging background.
  • Preferred: Experience with SaMD and regulated environments (EU MDR, FDA 510(k)).
  • Quality Standards
  • Communicates, cooperates, and consistently functions professionally and harmoniously with all levels of supervision, co-workers, visitors, and vendors.
  • Demonstrates initiative, personal awareness, professionalism and integrity, and exercises confidentiality in all areas of performance.
  • Follows all local, regional and country laws concerning employment.
  • Follows all DeepHealth policies and procedures.
  • Follows data privacy, compliance, safety and confidentiality standards at all times.
  • Practices universal safety precautions.
  • Promotes good public relations on the phone and in person.
  • Adapts and is willing to learn new tasks, methods, and systems.
  • Reports to work regularly as scheduled; consistently punctual with respect to working hours, meal and rest breaks, and maintains satisfactory personal attendance in accordance with DeepHealth guidelines.
  • Completes job responsibilities in a quality and timely manner.

Travel

This position requires domestic / international travel up to 10%.

DeepHealth

About DeepHealth

DeepHealth is a wholly-owned subsidiary of RadNet, Inc. (NASDAQ: RDNT) and serves as the umbrella brand for all companies within RadNet’s Digital Health segment. DeepHealth provides AI-powered health informatics with the aim of empowering breakthroughs in care through imaging. Building on the strengths of the companies it has integrated and is rebranding (i.e., eRAD Radiology Information and Image Management Systems and Picture Archiving and Communication System, Aidence lung AI, DeepHealth and Kheiron breast AI and Quantib prostate and brain AI), DeepHealth leverages advanced AI for operational efficiency and improved clinical outcomes in lung, breast, prostate, and brain health. At the heart of DeepHealth’s portfolio is a cloud-native operating system – DeepHealth OS – that unifies data across the clinical and operational workflow and personalizes AI-powered workspaces for everyone in the radiology continuum. Thousands of radiologists at hundreds of imaging centers and radiology departments around the world use DeepHealth solutions to enable earlier, more reliable, and more efficient disease detection, including in large-scale cancer screening programs. DeepHealth’s human-centered, intuitive technology aims to push the boundaries of what’s possible in healthcare.

Industry
Healthcare & Social Services
Company Size
201-500 employees
Headquarters
Cambridge, MA
Year Founded
Unknown
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