Technical Product Manager (AI-driven oncology platform)
About Massive Bio
Massive Bio is a health-tech company on a mission to give every cancer patient access to the right therapy and clinical trials. We build AI-powered products that remove friction between trial discovery and treatment.
About DUO
DUO (Drug Utilization Optimizer) is an AI-driven oncology platform that helps pharmaceutical companies shorten the path from trial discovery to patient treatment by identifying the right physicians, at the right moment, with real-time, consented patient insights. DUO is being embedded as a Launch Acceleration standard across oncology portfolios.
The Role
Were seeking a Technical Product Manager to own the roadmap and delivery of DUO. Youll translate market needs into a technically sound product strategy, lead discovery with pharma stakeholders, and partner tightly with engineering, data science, security, and commercial teams to ship measurable impact. Youll ensure DUO cleanly complements existing pharma RWD, CRM, and omnichannel stacks and scales from early engagements to portfolio-level deployments.
What Youll Do
Product strategy & discovery
Convert commercial use cases into clear product requirements, MVPs, and iterative releases that support DUOs Trial to Launch Bridge and Launch Acceleration solutions.
Partner leaders, Innovation, Market, Medical, Procurement, and Legal to validate problem statements and de-risk adoption paths in complex enterprise environments.
Technical ownership
Define end-to-end architecture requirements (event pipelines, consent services, identity graphs, model scoring services, APIs, observability).
Write crisp PRDs and technical specs; maintain a groomed backlog; drive Agile rituals; remove blockers.
Set and own product success metrics tied to DUO outcomes: time from physician alert to action, diagnostic testing rates, referral completion, etc.
Data, AI & privacy
Establish data contracts and quality SLAs; manage training/feedback datasets with strict consent lineage.
Partner with Security/Compliance on HIPAA/GDPR-aligned consent management and PHI minimization.
Delivery & commercialization support
Lead beta/early access programs that prove value rapidly; craft roll-out and enablement plans that scale to multi-brand, portfolio-level deployments.
Create the measurement framework and reporting that commercial teams can take to executive stakeholders (quantifying DUOs impact on alerts, testing, referrals).
Qualifications
Must-have
5+ years in product management with strong technical depth (previous SWE/data experience ideal).
Proven delivery of data/AI products.
Experience integrating with enterprise systems (e.g., CRM, marketing automation, data platforms)
Demonstrated ability to define and instrument outcome-level metrics (e.g., physician alerts, diagnostic testing, referrals, NBRx) and tie product work to commercial lift.
Fluency in Agile/Scrum; strong PRD/spec writing and data skills
Nice-to-have
Understand how oncology drugs go to market and how biomarker testing fits in
Comfortable working with RWD providers and CRM/omnichannel tools
Have helped roll out new solutions inside big pharma
Education
Bachelors in Computer Science, Engineering, Data/AI, or related; MBA/MS is a plus.
About the job
Apply for this position
Technical Product Manager (AI-driven oncology platform)
About Massive Bio
Massive Bio is a health-tech company on a mission to give every cancer patient access to the right therapy and clinical trials. We build AI-powered products that remove friction between trial discovery and treatment.
About DUO
DUO (Drug Utilization Optimizer) is an AI-driven oncology platform that helps pharmaceutical companies shorten the path from trial discovery to patient treatment by identifying the right physicians, at the right moment, with real-time, consented patient insights. DUO is being embedded as a Launch Acceleration standard across oncology portfolios.
The Role
Were seeking a Technical Product Manager to own the roadmap and delivery of DUO. Youll translate market needs into a technically sound product strategy, lead discovery with pharma stakeholders, and partner tightly with engineering, data science, security, and commercial teams to ship measurable impact. Youll ensure DUO cleanly complements existing pharma RWD, CRM, and omnichannel stacks and scales from early engagements to portfolio-level deployments.
What Youll Do
Product strategy & discovery
Convert commercial use cases into clear product requirements, MVPs, and iterative releases that support DUOs Trial to Launch Bridge and Launch Acceleration solutions.
Partner leaders, Innovation, Market, Medical, Procurement, and Legal to validate problem statements and de-risk adoption paths in complex enterprise environments.
Technical ownership
Define end-to-end architecture requirements (event pipelines, consent services, identity graphs, model scoring services, APIs, observability).
Write crisp PRDs and technical specs; maintain a groomed backlog; drive Agile rituals; remove blockers.
Set and own product success metrics tied to DUO outcomes: time from physician alert to action, diagnostic testing rates, referral completion, etc.
Data, AI & privacy
Establish data contracts and quality SLAs; manage training/feedback datasets with strict consent lineage.
Partner with Security/Compliance on HIPAA/GDPR-aligned consent management and PHI minimization.
Delivery & commercialization support
Lead beta/early access programs that prove value rapidly; craft roll-out and enablement plans that scale to multi-brand, portfolio-level deployments.
Create the measurement framework and reporting that commercial teams can take to executive stakeholders (quantifying DUOs impact on alerts, testing, referrals).
Qualifications
Must-have
5+ years in product management with strong technical depth (previous SWE/data experience ideal).
Proven delivery of data/AI products.
Experience integrating with enterprise systems (e.g., CRM, marketing automation, data platforms)
Demonstrated ability to define and instrument outcome-level metrics (e.g., physician alerts, diagnostic testing, referrals, NBRx) and tie product work to commercial lift.
Fluency in Agile/Scrum; strong PRD/spec writing and data skills
Nice-to-have
Understand how oncology drugs go to market and how biomarker testing fits in
Comfortable working with RWD providers and CRM/omnichannel tools
Have helped roll out new solutions inside big pharma
Education
Bachelors in Computer Science, Engineering, Data/AI, or related; MBA/MS is a plus.