仕事内容
Help Build the Future of AI-Driven Cell Therapy
About Logomix
Logomix is a platform biotech company pioneering the next generation of cell therapies. By combining large-scale genome engineering, automation, and single-cell transcriptomics, we are building a scalable system for functional cell manufacturing and high-throughput biological discovery. Our current initiative focuses on optimizing the differentiation and function of iPSC-derived cell lineages. We're scaling up a single-gene knockout platform and leveraging AI/ML to extract meaningful insights from complex single-cell datasets — with future applications across multiple therapeutic cell types.
The Opportunity
We’re seeking a fractional executive-level AI/ML leader to architect and implement our machine learning strategy from the ground up. This role will be a foundational contributor to our technical direction and data strategy, with potential to evolve into a full-time CXO role as the platform grows. You’ll partner closely with our biology, bioinformatics, and executive teams to:
- Shape and lead the AI/ML roadmap aligned with experimental and business milestones
- Guide selection and implementation of key models (e.g., scGPT, GeneFormer, MOFA, or novel transformer architectures)
- Integrate experimental workflows (CRISPR knockouts, differentiation, scRNA-seq) with ML pipelines
- Explore scaling laws and predictive models for cell maturation, identity, and function
- Contribute to strategic decisions on platform development, team building, and partnerships
- Provide technical mentorship and help recruit future AI/ML team members
Track
CXO-level growth opportunity
We’re looking for a uniquely cross-disciplinary thinker and builder — someone comfortable in both biology and deep tech environments.
Required Qualifications
- Bachelor’s, Master’s, or PhD degree in Computational Biology, Bioinformatics, Systems Biology, or a closely related field
- Proven expertise in applying AI/ML techniques to biological systems, with a strong technical publication or project track record
- Experience collaborating with wet-lab scientists and contributing to experimental design or integrated research workflows
Preferred Qualifications
- Hands-on experience with single-cell multi-omic datasets (e.g., scRNA-seq, ATAC-seq, CITE-seq)
- Strong interest in induced pluripotent stem cell (iPSC) biology and regenerative medicine
Why Join Logomix?
- Shape the core AI strategy of a high-potential, next-gen cell therapy platform
- Start as a fractional contributor, grow into full-time CXO-level leadership
- Collaborate with a top-tier team across bioengineering, AI, and startup operations
- Work at the frontier of synthetic biology and data-driven discovery
Publications
- Engineered yeast breaks new record: a genome with over 50% synthetic DNA https://www.nature.com/articles/d41586-023-03495-4
- https://www.nikkei.com/article/DGXZQOUC0226S0S3A101C2000000/
- UKiS (Universal Knock-in System) Nature Comm. 13, 4219, 2022 https://www.titech.ac.jp/news/2022/064683
- APLoD (Assembling production of long DNAs) Molecular Cell 83, 4424–4437
Location: Flexible (Remote or Hybrid; U.S. preferred)
Consultant
Commitment: Fractional (~10–30% to start)
会社名: 株式会社Logomix
設立: 2019年7月
所在地: 神奈川県横浜市緑区長津田町4259-3 / 東京都文京区向丘二丁目３番１０号
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従業員数: 26名（2025年12月現在）