PathAI

Machine Learning Engineer II (Applied Research & Model Development)

PathAI$107K — $177K *
Healthcare
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Master's degree plus 2-4 years of experience, or Ph.D. with 0-2 years for MLE II
  • Master's degree plus 5+ years of experience, or Ph.D. with 3+ years for MLE III
  • Proven track record of developing and deploying ML models in production
  • Strong proficiency in Python and ML frameworks
  • Demonstrated ability to work independently and improve ML workflows
  • Strong communication skills for collaboration across teams
  • Deep expertise in ML, computer vision, or biomedical AI for MLE III

Responsibilities

  • Design, develop, and deploy machine learning models for research and products
  • Collaborate with scientists and engineers to create scalable ML solutions
  • Contribute to experimental design and analysis processes
  • Participate in team initiatives and knowledge sharing
  • Improve ML pipelines in partnership with MLOps
  • Publish and present scientific findings at conferences
  • Lead end-to-end projects and set technical direction for MLE III

Benefits

  • Impactful work that directly benefits patient care
  • Collaboration with leading innovators in AI and medicine
  • Opportunities for mentoring and professional growth
  • Supportive team culture that values contributions from all
  • Employee involvement in pioneering AI advancements in the healthcare space
Full Job Description
The Opportunity

We are seeking Machine Learning Engineers (Applied Research & Model Development) to tackle unique machine learning challenges to advance medicine and improve patient care. You will work closely with teams across biomedical data science, product development, translational research, MLOps, and platform engineering to develop and deploy machine learning models for our AI products and services.

You will have the opportunity to work in a company where all employees put patients first. We believe that every team member provides valuable contributions to our success, and no task is too small for anyone if it's important to our company goals. Every PathAI employee is a contributor to our mission to pioneer better patient care by providing the best, most innovative AI tools to biotech, pathologists, clinicians and healthcare organizations. You will work alongside and with leading innovators in the field of AI and medicine and you will play a critical role in product development to impact patient outcomes.
  • You will design, develop, and deploy machine learning models for research and product development projects.
  • You will collaborate cross-functionally with scientists, engineers, and product teams to translate biological and clinical requirements into scalable ML solutions.
  • You will contribute to experimental design and analysis, including ideation, documentation, and reporting.
  • You will participate in knowledge sharing and team initiatives (e.g., design reviews, journal clubs, ML best practices, governance activities).
  • You will improve ML pipelines and infrastructure in partnership with MLOps and platform teams.
  • You will publish and present scientific work, supporting abstracts, manuscripts, and conference contributions.
Who You Are:

(Required)
  • You have a Master's degree in Machine Learning, Computer Science, Data Science, Statistics, Applied Mathematics (or a closely related discipline) plus 2-4 years of experience, or a PhD Machine Learning, Computer Science, Data Science, Statistics, Applied Mathematics (or a closely related discipline) with 0-2 years of experience.
  • You have a proven track record of developing and deploying machine learning models into production or research applications.
  • You are highly proficient in Python, ML frameworks, and data pipeline development.
  • You have demonstrated the ability to contribute to experimental design, and improve ML workflows.
  • You have demonstrated the ability to collaborate across scientific and engineering teams.

Preferred:
  • You have the ability to work independently.
  • You have strong interpersonal and communication skills, with the ability to explain technical concepts to non-experts and thrive in ambiguous environments.
  • You have excellent organizational skills and the ability to prioritize and manage multiple projects efficiently.

This position is based in Boston, NYC or remote.
Relocation benefits are not available for this position.

The expected salary range for this position based on the primary location Boston, MA is $107,250 - $177,000. Actual pay will be determined based on experience, qualifications, geographic location, and other job-related factors permitted by law.

About PathAI

PathAI is a healthcare technology company that uses artificial intelligence and machine learning to improve the accuracy and speed of pathology diagnoses. The company's platform analyzes digital pathology images to help pathologists make more accurate diagnoses and improve patient outcomes. PathAI's technology has applications in cancer diagnosis and treatment, drug development, and clinical trials. The company aims to improve the quality of healthcare by providing more accurate and efficient pathology services.
Learn more about PathAI
Size
100 employees
Industry
Founded
2016

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