4 дня назад
Principal Scientist, Computational Biology-Oncology Translational Research (AI)
115 000 - 227 000$
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Описание вакансии
Текст:
TL;DR
Principal Scientist, Computational Biology-Oncology Translational Research (AI): Developing computational strategies and rigorous AI-enabled analyses for oncology translational and clinical biomarker programs with an accent on multimodal omics integration, clinical-trial data, and biomarker interpretation. Focus on designing statistical and machine-learning plans, generating evidence for patient selection and treatment response, and applying responsible AI methods with validation, traceability, and scientific oversight.
Location: Hybrid position based in Spring House, Pennsylvania; Cambridge, Massachusetts; or La Jolla, California, United States
Salary: $115,000–$227,000 base pay annually
Company
Johnson & Johnson MedTech develops healthcare solutions and innovative medicines focused on preventing, treating, and curing complex diseases, including oncology therapies.
What you will do
- Develop and execute computational strategies for oncology translational research and clinical biomarker programs.
- Analyze and interpret multimodal data including DNA/RNA sequencing, proteomics, flow cytometry, single-cell, and spatial transcriptomics.
- Design statistical and machine-learning approaches for biomarker and clinical-outcome analyses, accounting for validation, bias, missingness, batch effects, and analytical limitations.
- Integrate molecular, pathological, assay, sample, and clinical data to evaluate biomarker relevance, clinical utility, and evidentiary strength.
- Generate computational evidence for patient selection, enrichment strategies, MRD initiatives, longitudinal monitoring, and clinical-study interpretation.
- Collaborate across Translational Research, Clinical Development, Statistics, Programming, Pathology, Diagnostics, Data Science, Regulatory, and Biomarker Operations while mentoring others and contributing to publications and presentations.
Requirements
- PhD in Bioinformatics, Computational Biology, Biostatistics, Genomics, Data Science, or a related quantitative field, plus at least 3 years of relevant pharmaceutical or biotechnology industry experience.
- Advanced proficiency in R and experience with Python, Linux/Unix, shell scripting, version control, and reproducible analysis of high-throughput sequencing and multimodal omics data.
- Scientific leadership experience in computational oncology, cancer biology, biomarker applications, oncology drug development, and clinical-trial programs.
- Advanced statistical and machine-learning experience, including regression, multivariate analysis, survival analysis, supervised, semi-supervised, unsupervised, and reinforcement learning.
- Working knowledge of IND and NME development and Phase 1–3 oncology trials, including dose escalation, randomization, stratification, endpoints, censoring, longitudinal data, and treatment response.
- Ability to influence cross-functional stakeholders, defend complex analytical recommendations, communicate limitations, mentor colleagues, and demonstrate scientific impact through publications and presentations.
Nice to have
- Knowledge of CDISC SDTM and ADaM data models, regulatory clinical data management, and biomarker-data traceability.
- Experience with deep learning, multimodal modeling, foundation models, or agentic AI in biomedical research.
- Experience with clinical-trial statistics, including survival and longitudinal models, multiplicity, missingness, treatment-effect heterogeneity, and external validation.
- Experience supporting patient selection, companion or complementary diagnostics, regulatory activities, or biomarker submissions.
Culture & Benefits
- Inclusive work environment guided by the company’s Credo and focused on patient impact.
- Eligibility for a pension and 401(k) savings plan, subject to plan terms.
- Eligibility for the long-term incentive program.
- Paid vacation, sick time, holidays, personal and family time, parental leave, caregiver leave, bereavement leave, volunteer leave, and military spouse time-off.
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