8 дней назад
Data Science Neuroscience PhD Co-op
24 - 53$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Science Neuroscience PhD Co-op (AI/ML and Multi-Omics): Building single-cell and multi-omics atlases for neuropsychiatry to identify disease mechanisms, cell-cell communication networks, and therapeutic targets with an accent on computational biology, machine learning, and multimodal biological data analysis. Focus on applying graph analytics, network biology, and foundation models to schizophrenia and bipolar disorder while translating findings into drug discovery programs.
Location: Cambridge, Massachusetts, United States. Full-time, 40 hours per week, for the Spring 2027 co-op period from January 4 through June 30, 2027.
Salary: $23.50–$52.50 per hour, depending on program year, discipline, degree, and experience.
Company
Johnson & Johnson MedTech develops healthcare, medical technology, and innovative medicine solutions, including data-driven approaches to neuropsychiatry drug discovery.
What you will do
- Build and analyze a large single-cell and multi-omics atlas for neuropsychiatry.
- Benchmark methods for mapping cell-cell communication networks in schizophrenia and bipolar disorder.
- Identify disease-associated cell states, ligand-receptor disruptions, signaling pathways, and intercellular biological circuits.
- Apply AI, machine learning, network biology, and foundation models to prioritize therapeutic targets.
- Integrate single-cell findings with genetic, transcriptomic, proteomic, and other multimodal datasets.
- Collaborate with data science, precision medicine, neuroscience, and discovery teams, and present findings in scientific publications and conferences.
Requirements
- Currently pursuing a PhD in computational biology, bioinformatics, systems biology, biomedical sciences, neuroscience, computer science, data science, or a related quantitative discipline.
- Strong programming skills in Python and/or R, including effective use of AI-assisted coding.
- Experience analyzing high-dimensional multimodal biological datasets, preferably single-cell RNA-seq, ATAC-seq, proteomics, or genomics data.
- Familiarity with machine learning, statistics, and computational biology methods.
- Strong scientific communication and presentation skills.
- Must be permanently authorized to work in the United States without current or future employment visa sponsorship, remain enrolled throughout the co-op, work 40 hours per week, and have a minimum GPA of 3.
Nice to have
- Experience with graph analytics, network biology, knowledge graphs, or generative AI.
- Familiarity with cell-cell communication tools such as LIANA+, CellChat, or MultiNicheNet, as well as pathway analysis and systems biology.
Culture & Benefits
- Hands-on experience with AI and computational biology in real-world drug discovery.
- Mentorship from experts in data science, neuroscience, genomics, translational biology, and drug discovery.
- Opportunity to contribute to therapeutic target nomination and future neuropsychiatry portfolio decisions.
- Medical benefits, up to 40 hours of sick time per calendar year, and participation in the company pension plan.
- Inclusive work environment and equal employment opportunity practices.
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