Product Manager (Freelance)

Sweep SAS; Paris; Hybride; EUR 90 000 - 130 000; Plein temps

Résumé du poste

Sweep SAS is seeking a freelance Product Manager to scale AI projects, with regular presence at our Paris office and a mission spanning October 2026 to end of May 2027. You will collaborate across engineering, design and legal, driving AI features and reliable evaluation while shaping governance for scalable growth.

Ideal candidates bring 5+ years in B2B SaaS, hands-on AI product experience, and strong user research.

Qualifications

• 5+ years in software-as-a-service environments in the B2B space.
• Hands-on experience with AI-powered products, ideally LLM-based.
• Familiarity with evaluating AI features: datasets and thresholds.
• Solid understanding of user research, problem framing, requirements elicitation.
• Experience collaborating with engineering on complex data-driven features.

Responsabilités

• Review how customers use our AI to identify issues and opportunities.
• Set the standard for AI evaluation across product teams.
• Help product teams build with AI using guidance and tools.
• Shape AI product direction and priorities for the platform.
• Lead discovery, specs and testing for AI initiatives.
• Keep AI policies and compliance up to date with regulations.
• Support customer-facing teams on AI capabilities and usage.

Connaissances

SaaS product management

AI product experience

Stakeholder communication

User research

Cross-functional collaboration

Description du poste

Sweep is looking for a freelance Product Manager to scale our AI projects.

At Sweep, our mission is to empower businesses to become Forever Companies - creating long-term value while reducing environmental impact and improving social performance. Climate change is the defining challenge of our time, and we believe that businesses can drive meaningful change with the right tools and insights.

Our platform maps climate and ESG data across entire organizations, enabling them to track, disclose, and take action. By turning sustainability into a competitive advantage, Sweep helps businesses build better, audit-ready programs that contribute to a more sustainable future for everyone.

Together, we can make a difference.

Mission at a glance

• Duration. October 2026 to end of May 2027.




• Commitment. Full-time, 5 days per week.




• Location. Regular presence expected at our Paris office.

What will I be doing?

At Sweep, product development is a highly collaborative effort between engineering, design and our customer-facing teams. On this mission, you'll work with the Ginkgo team, the squad PMs who build on Sweepy, and Legal.

Sweepy is becoming a platform that every squad builds on. The Ginkgo team can't write and maintain every skill alone, and evaluation is the prerequisite for everything ambitious on the roadmap. You'll work on the projects below and stay responsible for the activities that keep Sweepy reliable.

Projects you'll work on

• Build a reliable AI evaluation system. Define how we evaluate AI performance across key product flows, with clear quality standards, representative datasets and automated evaluations




• Make it easier to build and ship new AI capabilities. Create a simple and scalable way for product teams to propose, test and release new AI capabilities while maintaining a consistent level of quality




• Keep product knowledge accurate and up to date. Improve how our AI accesses and maintains product knowledge, so answers stay aligned with the latest product capabilities and documentation




• Make our AI faster and more cost-efficient. Explore and implement ways to improve performance, reliability and cost as usage and capabilities scale




• Bring AI into the product experience. Make our AI assistant more deeply integrated into the product, with a better understanding of what users are doing and the context they are working in




• Explore new ways to interact with our platform. Define how emerging AI standards and interfaces can extend how customers and external tools interact with our platform

Ongoing responsibilities

• Review how customers use our AI. Regularly review real customer interactions to identify issues, recurring needs and opportunities, and turn them into product improvements and evaluation cases




• Set the standard for AI evaluation. Define how test and evaluation datasets should be built and maintained across product teams, while keeping ownership within each domain




• Help product teams build with AI. Give teams the guidance, tools and support they need to build AI capabilities, and help maintain consistent patterns and quality across the product




• Shape AI product direction and priorities. Help define where AI can create the most value in the platform, which problems we should solve next and how we prioritize them




• Lead discovery, specs and testing. Own the core product management work for AI initiatives, from understanding the problem to defining the solution and validating what we ship




• Keep AI policies and compliance up to date. Maintain customer-facing AI policies and documentation, keep up with relevant regulatory requirements and work with Legal when needed




• Support customer-facing teams on AI. Help answer customer questions about our AI capabilities, how they work and how usage is measured

That sounds just right for me. What do I need to bring?

Glad you asked. This is who we’re looking for:

Qualifications

The ideal candidate would check most of the following:

• 5+ years of experience in software-as-a-service environments in the B2B space




• Hands-on experience with AI-powered products, ideally LLM-based assistants or agents




• Familiarity with evaluating AI features: datasets, thresholds and regression testing




• Solid understanding of user research principles, problem framing and requirements elicitation




• Experience collaborating closely with engineering teams on complex or data-driven features




• Experience serving several product squads from a platform or shared team




• Working knowledge of AI governance and data-use questions, ideally the EU AI Act




• Proficient in English, French is a bonus

Qualities

• Fantastic communication and interpersonal skills, with the ability to engage and influence stakeholders at all levels of the organization




• Curiosity and pragmatism when approaching AI: focused on real user value rather than hype




• Comfort operating in ambiguity, with a strong sense of ownership and quality




• Enthusiastic, self-motivated, and able to work with a high degree of autonomy




• Patient and clear when helping squad PMs build on Sweepy




• Empathetic and people-oriented mindset, to ensure a positive experience throughout each customer interaction




• Passion for sustainability and a commitment to driving positive ESG impact through product innovation

Copy that. And what’s in it for me?

By joining Sweep, you'll be part of a company with a bold vision to change the world. Over the past six years, we've built solid foundations, and now we're ready to think even bigger. Joining us now means playing a real part in that next chapter.

Our hybrid work model, with offices in France (Paris, Montpellier), the United Kingdom (London), and the United States (Denver), gives you the flexibility to balance your personal and professional life while staying genuinely connected with your team.

As a B Corporation, we're dedicated to creating successful businesses that benefit everyone, including society and the planet.

Ready for the most exciting chapter of your career? Come join us on this extraordinary ride!