Data Scientist

Boston, Massachusetts, United States | Full-time

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Overview:

The Data Scientist will be an imperative member of Invicro’s growing AI Team. We are looking for well-organized, talented people with a deep knowledge in programming, data processing, automation, statistics and machine learning. The Data Scientist uses mathematics, statistics, modeling, analysis, and technology to transform high volumes of complex imaging data into advanced, interpretable analytic solutions.

This role includes a few more targeted development areas, most prominently within neuroimaging and model development. Specific projects will include work in data curation, imaging genetics and related software development.  Prior multi-omic / multivariate modeling experience is valuable but not necessary. 

Responsibilities: 

  • Drive the collection, organization, coordination and governance around internal and external data resources.
  • Develops, maintains, and collects structured and unstructured data sets for analysis and reporting.
  • Creative thinking in reports, projections, models, and presentations to support Invicro’s Imaging Analysis strategy and AI initiative.
  • Provide influence on department strategy around data science and machine learning.
  • Maintain awareness of the resources and advances in artificial intelligence applied to biomedical problems, in particular resources relevant to pathology, neurology or drug development.
  • Develop and maintain unit and system-level regression testing.
  • Contribute to collaborative science incorporating machine learning / AI into clinical goals.
  • Develop and verify easy to use reference datasets that facilitate machine learning/AI research, testing and application deployment.
  • Mentor junior data scientists.
  • Ensure high quality unit testing, code coverage and develop integration tests.

 Qualifications/Skills:

  • PhD in Mathematics, Engineering, Physics or related field with 0-3 years of industry or academic experience
    • Direct experience in an Engineering / Data Science environment preferred
    • Software engineering experience is valuable
  • Programming/scripting experience with a variety of languages including but not limited to python, R and C++ as well as the ability to program with deep learning frameworks.
  • Deep, practical knowledge of using the training, testing and validation paradigm to drive progress
  • Demonstrated commitment to reusable/repurposable data organization and software
  • In-depth knowledge of a biomedical or scientific application area, in particular neuroscience, and experience with applying deep learning to problems in this area

 

Invicro is an equal opportunities employer and positively encourages applications from suitably qualified and eligible candidates regardless of sex, race, disability, age, sexual orientation, gender reassignment, religion or belief, marital status, or pregnancy and maternity.