At Parallel, we build AI agents to help healthcare facilities automate their administrative processes and unlock additional revenue, starting with medical coding.
Today, up to 25% of healthcare spending is lost in manual, repetitive administrative work. Legacy software hasn’t helped, it’s made things slower, more complex, and more frustrating for care teams.
We believe AI agents can change that. Our technology combines Large Language Models with system-level automation to handle real work inside existing hospital tools. No integrations, no disruption.
Our first agent automates coding workflows and frees up time for medical staff to focus on patients.
We launched in 2024, are backed by top investors (Index, Frst, Y Combinator, Hexa, Kima Ventures, Better Angle), and we’re just getting started.
The future of healthcare isn’t just digital — it’s automated. Come help us build it !
ContextParallel is a startup building an AI-native solution for hospitals and health systems. We operate at the intersection of healthcare, AI, and real-world impact. Our mission: reduce hospital burnout and unlock revenue through applied AI.
You'll join a small founding team and work directly with the CEO, CTO, engineering, and customers to shape this product.
Your missionAs our second Product Manager, you will:
Own part of the product roadmap from problem discovery to delivery and iteration
Work directly with hospital stakeholders (DIM, DSI, DAF, end-users) to deeply understand workflows and pain points
Translate real-world hospital needs into clear product specs and priorities
Partner closely with engineering to ship fast, make tradeoffs, and iterate in production
Define success metrics and ensure features drive real customer and business impact
Bring field insights (sales, operations) back into product decisions
Features that meaningfully reduce hospital burnout
Product used daily by hospitals
Roadmap aligned with real user needs
Measurable impact on customer operations and revenue
This job is for you if:
You have 3+ years of experience in Product Management (B2B SaaS), ideally on AI products
You're comfortable operating in ambiguity and making decisions with imperfect information
You enjoy talking directly to users and customers and letting that shape the product
You can translate technical constraints and AI capabilities into user value
You're willing to jump from discovery interviews to specs to production reviews in the same day
You're excited about being a founding PM, with ownership, responsibility, and accountability
30 min chat with Paul (CEO)
Interview day, 2h in-person at our Paris office:
30 min with Chris (CTO)
1h Case Product with Chris & Paul
30 min with Paul
Offer
Competitive compensation: top market salary and equity packages
Team-first culture: monthly team events, offsites 2 times per year
Great office: bright and modern workspace in central Paris (Strasbourg Saint-Denis)
Full benefits: premium health insurance via Alan, Swile meal vouchers, latest Apple equipment, 50% public transport reimbursement, "Mobilité Douce" reimbursement
Access to everything you need: tools, resources, and hardware
Rare opportunity: join very early and build something with real impact on healthcare operations
We care about who you are, not just what's on your CV.
If you're drawn to what we're building but don't meet every requirement, we still want to hear from you. Studies show that women in particular tend to apply only when they meet 100% of the criteria. If that's you, please don't let that hold you back. We'd love to receive your application.
Skills Required
- 3+ years of experience in Product Management
- Experience with B2B SaaS products
- Experience with AI products
- Ability to operate effectively in ambiguity and make decisions with imperfect information
- Ability to conduct user and customer discovery interviews
- Ability to translate technical constraints and AI capabilities into user value
- Willingness to work across discovery, product specifications, and production reviews
- Interest in founding-stage product ownership and accountability
What We Do
Parallel builds AI agents that streamline healthcare administrative workflows, focusing on medical coding to optimize hospital revenue and efficiency. Their software integrates Large Language Models and computer-use agents into existing hospital systems to automate repetitive tasks and reduce administrative burdens, enabling healthcare teams to prioritize patient care.









