2 дня назад
Computational Scientist I (AI)
88 000 - 124 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Computational Scientist I (AI): Develops and deploys quantitative image analysis workflows for digital pathology, tissue microarrays, and multiplex immunofluorescence with an accent on machine learning, spatial biology, and reproducible computational pipelines. Focus on building segmentation and classification methods, validating imaging workflows, and translating tumor biology into robust quantitative metrics for target discovery.
Location: On-site in Cambridge, Massachusetts, United States
Salary: $88,000–$124,000 per year
Company
of MIT and Harvard is a biomedical research institute using genomics, computational science, and biological research to improve disease understanding, diagnostics, and therapeutics.
What you will do
- Design and optimize machine learning and AI methods for digital pathology, including segmentation, classification, spatial analysis, and predictive modeling.
- Build scalable preprocessing, quality control, and analysis pipelines for tissue microarray and whole-slide imaging datasets.
- Develop validation strategies, benchmark classifiers, and assess workflow performance using external datasets.
- Assess image quality and identify artifacts, staining variability, segmentation errors, and tissue integrity issues.
- Translate biological and clinical questions into quantitative imaging metrics in collaboration with pathologists, biologists, translational researchers, and data scientists.
- Maintain reproducible, SOP-compliant documentation, version-controlled code, and organized large-scale imaging datasets.
Requirements
- Master’s or Ph.D. in Biomedical Engineering, Bioinformatics, Computer Science, Computational Biology, or a related quantitative life sciences discipline.
- Master’s degree candidates require at least 4 years of relevant industry or academic research experience.
- Hands-on experience with QuPath, including cell detection, tissue microenvironment analysis, classifier development, and Groovy scripting.
- Experience with tissue imaging assays such as H&E, chromogenic IHC, and multiplex immunofluorescence.
- Proficiency in Python, R, and/or Groovy; experience with deep learning frameworks such as PyTorch or TensorFlow is highly desirable.
- Strong analytical, problem-solving, communication, and multidisciplinary collaboration skills.
Nice to have
- Experience with HALO/HALO AI, Visiopharm, or similar digital pathology platforms.
- Familiarity with AWS, Google Cloud Platform, Docker, or comparable containerized workflow tools.
- Experience in translational oncology, immuno-oncology, or biomarker discovery.
- Publications, presentations, or collaborative projects involving computational pathology, spatial biology, or quantitative imaging.
Culture & Benefits
- Collaborative, multidisciplinary research environment involving pathologists, scientists, and partner research groups.
- Medical, dental, vision, life, and disability insurance.
- 401(k) retirement plan, flexible spending and health savings accounts.
- Paid holidays, winter closure, paid time off, and parental and family care leave.
- Employee assistance program and other employee benefits.
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