Director of Machine Learning, Products

| Greater Boston Area
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PathAI's mission is to improve patient outcomes with AI-powered pathology. Our platform promises substantial improvements to the accuracy of diagnosis and the efficacy of treatment of diseases like cancer, leveraging modern approaches in machine learning. Rigorous science and careful analysis is critical to the success of everything we aspire to do. Our team, comprising of diverse employees with a wide range of backgrounds and experiences, is passionate about solving challenging problems and making a huge impact.

What you’ll do:

The mission of PathAI’s machine learning group is to develop models that solve a wide range of scientific and clinical problems in pathology aimed at improving patient outcomes. To this end, the role of the ML Products team is to develop a suite of machine learning models aimed at automatically identifying a broad range of biomarkers and pathologies.

Your role will be to work closely with leadership from the machine learning, product, and clinical teams to understand PathAI’s algorithmic product goals and to translate them into models that generalize across a variety of settings. You will manage the ML Products team and it’s suite of models through the entire product lifecycle including development, launch, and maintenance. Your team will develop the infrastructure and technology necessary to accelerate our ability to deliver more models with increased accuracy in less time. You will provide technical mentorship and coaching to team members as they develop their skills working through ML and MLOps projects.

What you’ll need:

  • 5+ years of software development experience in industry.
  • 2+ years of machine learning experience on large datasets.
  • 3+ years of managerial experience leading technical teams.
  • A track record of owning business problems and delivering effective solutions.
  • 2+ years working with mission critical production systems.
  • Proven ability to attract, retain, and develop great engineers.
  • Familiarity with software engineering best practices.

Bonus Skills:

  • Experience managing teams of managers.
  • Experience deploying ML models at scale in production systems.
  • Experience working on deep learning algorithms applied to histopathology images.

Benefits:

For the right candidate, we'll offer a competitive salary plus equity. Your compensation is rounded out by a strong benefits package:

  • Flexible work hours
  • Three weeks of paid leave per year, an additional two weeks of sick time, plus extended holidays and team-approved leave
  • Ten days of 100% subsidized childcare per year
  • Healthcare, vision, and dental insurance plans (HMO or PPO), with voluntary add-ons available for dependent care, life, andaccident coverage
  • Commuter benefit available for public transit or parking
  • Convertible sit-stand desks
  • Weekly in-office yoga classes

Most importantly, you'll be doing important work with a team of people you'll genuinely enjoy spending the day with. 

PathAI is an equal opportunity employer, dedicated to creating a workplace that is free of harassment and discrimination. We base our employment decisions on business needs, job requirements, and qualifications — that's all. We do not discriminate based on race, gender, religion, health, personal beliefs, age, family or parental status, or any other status. We don't tolerate any kind of discrimination or bias, and we are looking for teammates who feel the same way.

PathAI does not accept unsolicited submissions from third-parties. 


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Technology we use

  • Engineering
    • JavascriptLanguages
    • PythonLanguages
    • VueJSLibraries
    • DjangoFrameworks
    • PostgreSQLDatabases

Location

We're right in Fenway! One of our perks is Red Sox tickets.

An Insider's view of PathAI

What kinds of technical challenges do you and your team face?

Automating and auto-scaling a generalized machine learning workflow that takes pathologists from a slide medical image to a clinical prediction

Mariel

Senior Platform Engineer

What are PathAI Perks + Benefits

PathAI Benefits Overview

PathAI offers a standard benefits package (health insurance, 401k, stock options) in addition to some fun perks, listed below!

Health Insurance & Wellness Benefits
Disability Insurance
Dental Benefits
Vision Benefits
Health Insurance Benefits
PathAI covers 85% of the premium for individuals and 75% for families
Retirement & Stock Options Benefits
401(K)
Company Equity
Child Care & Parental Leave Benefits
Generous Parental Leave
All employees receive a free membership to care.com to help with childcare needs
Flexible Work Schedule
PathAI employees make their own schedule (with their manager's approval)
Remote Work Program
We are very remote-friendly
Family Medical Leave
Vacation & Time Off Benefits
Generous PTO
We do three weeks PTO
Paid Holidays
Paid Sick Days
Perks & Discounts
Beer on Tap
Not on tap, but in the fridge. We have green tea, iced coffee, and kombucha on tap, though!
Casual Dress
Commuter Benefits
Company Outings
We have season tickets for the Red Sox!!
Game Room
Our game room has a PS4!
Stocked Kitchen
Fruit snacks, milano cookies, seaweed snacks, fresh fruit, pop tarts, cereal, kind bars, etc. You can also request any specific snacks you would like on hand by asking our front desk associate
Some Meals Provided
We do a catered lunch for the entire company every Friday
Happy Hours
Whiskey Wednesday!!!
Parking
Relocation Assistance
Professional Development Benefits
Job Training & Conferences
Lunch and learns
Promote from within
Customized development tracks
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