AI4SC
Home/Join us

JOIN AI4SC

Join
AI4SC

Advancing AI × single-cell science takes people with depth in their own field and curiosity about others. AI4SC values long-term questions, rigorous validation, engineering quality and collaboration that enables everyone to do better work.

05 / PEOPLE

Working across boundaries with disciplinary depth

01 / QUESTIONS

Scientific purpose

Distinguish consequential questions from novelty alone, and understand tasks through data generation, experiments and real users.

02 / COLLABORATION

Cross-disciplinary clarity

Explain assumptions and limits clearly, while learning the evidence standards and working rhythms of other fields.

03 / RIGOUR

Validation & honesty

Value controls, reproduction, external tests and failure analysis; never present correlation as mechanism or hide scope limits.

04 / BUILDING

Research engineering

Treat clear code, data governance, documentation, versioning and maintenance as components of scientific quality.

Potential paths to participate

The paths below describe our intended talent and collaboration model; they are not active vacancies. Roles, availability, criteria and application procedures remain subject to formal announcements.

01 / RESEARCH

Research scientists

Develop independent directions within a long-term agenda and build complete evidence chains with experimental, computational and engineering teams.

02 / EARLY CAREER

Postdoctoral & early-career researchers

Grow method, data and experiment-bridging capabilities through focused questions and cross-disciplinary mentorship.

03 / ENGINEERING

Research engineering & platforms

Build data systems, model infrastructure, analysis tools and dependable software that make methods usable and reproducible.

04 / COLLABORATION

Visiting & joint research

Combine complementary data, methods or validation capabilities through scoped or sustained collaborations with clear goals and contributions.

Specific positions, criteria, procedures and contact channels will be published after verification. This preview does not collect CVs or sensitive personal information.

Doing difficult work that matters

We aim for a culture that makes room for long-term thinking, candid discussion, rapid testing and durable scientific assets.

That means placing evidence above attachment to an idea, recognizing contribution over guarding territory, and preferring reproducible value over short-term display. Interdisciplinary work does not require everyone to master every field; it requires a team able to locate uncertainty, distribute expert judgement and share responsibility for the final claim.

RETURN / 01About AI4SC
→