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PathAI

Builds AI tools for tissue analysis

Staff Machine Learning Engineer

Applied Machine LearningPosted on Nov 9
Full-timeBoston, MA, USA$197k - $284k /yr

About the Job

Requirements

  • A Master's degree in Computer Science, Engineering, Mathematics, or a related field and four years of experience as a Machine Learning Engineer or in a related occupation developing biomedical AI applications with a history of high-impact contributions such as publications, open-source projects, or commercial products; alternatively, a Doctorate (Ph.D.) degree and two years of such experience.
  • Experience may be gained concurrently and must include two years using machine learning frameworks, following software engineering best practices, and deploying machine learning algorithms into production environments.
  • Experience identifying technical improvements that translate into high-value business or clinical impact, and independently assembling and leading technical teams to implement those improvements.
  • Experience in artificial intelligence software development using Python.
  • Experience designing and developing robust, performant AI algorithms for histopathology applications in research and product settings.
  • Experience collaborating cross-functionally with scientists, engineers, and product teams to translate biological and clinical requirements into scalable machine learning solutions.
  • Experience leading experimental design and analysis, including ideation, documentation, and reporting.
  • Experience participating in knowledge sharing and team activities and setting team standards through design reviews, journal clubs, machine learning best practices, and governance activities.
  • Experience publishing and presenting scientific work, including manuscripts and conference proceedings.
  • Experience bringing machine learning products from research and development to market.

Responsibilities

  • Apply understanding of company products and services and introduce technology innovations related to functionality, performance, reliability, and scalability.
  • Design, develop, and maintain the machine learning infrastructure that powers the company.
  • Conduct research and development of machine learning algorithms to expand product capabilities.
  • Participate in building new experiences and improving existing products.
  • Ensure quality assurance test designs and contribute to test systems architecture discussions.

About the Company

PathAI

Builds AI tools for tissue analysis

PathAI builds software that analyzes tissue images for pathology laboratories and biopharmaceutical companies working on drug development. Its AISight image management system organizes digital slides, cases, and collaboration in a browser, while image analysis tools measure tissue features relevant to disease research. The company supports studies from biomarker discovery through clinical trials and the development of tests that match patients with treatments. It sells software and research services, runs a separate biopharma laboratory, and licenses tissue data linked to clinical and molecular information. PathAI was founded in 2016 and is headquartered in Boston, Massachusetts.

Company size
501-1,000
Company stage
Acquired
Total funding
$358.7M
Headquarters
Boston, MA
Founded
2016

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