Director of Machine Learning, Research

| Greater Boston Area
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At PathAI, we aim to improve patient outcomes through AI-powered pathology. We  were the first company to apply deep learning to pathology, but we don’t want to rest on our laurels. We are constantly improving the models, methods, and processes we use at every point in our ML platform: From e.g. detecting millions of individual cancer and immune cells in gigapixel histology images, to making diagnoses and predictions about survival and drug response from these extremely high-dimensional patient representations. This requires staying at or ahead of the state of the art in conventional computer vision and machine learning, as well as informing our tech development with domain expertise and biomedical priors.

We have a vast treasure trove of data, relationships with amazing partners in biotech, pharma and academia, and an incredibly talented machine learning team. As the research director, you will lead the team to put  all these resources towards a long-term research strategy that will allow PathAI to make the greatest impact on patient outcomes!

The Role:
  • An interdisciplinary scientific leader to design PathAI’s application-driven and pathology-domain-oriented long-term research strategy, aimed at  keeping PathAI at the cutting-edge of improving patient outcomes via next-generation pathology.
  • Plan, oversee and provide technical guidance for the execution of ML/DL/CV methods research projects undertaken by ML engineers and ML scientists.
  • Provide technical guidance to ML engineers and biomedical researchers working on PathAI partner-driven clinical and translational research projects.
  • Attain and maintain a thorough, end-to-end understanding of PathAI business goals, ML team high-level scientific goals and the tools and processes we use to meet these. Use this understanding to identify and propose new research directions.
  • Mentor and coach junior team members as they develop their skills working through their own ML and clinical research projects.
Requirements:
  • Scientific and technical leadership experience - a track record of guiding scientists/engineers through research projects.
  • Strong, documented record in developing and applying novel ML/DL/CV methods to biomedical research problems and/or clinical applications.
  • Sufficient biomedical domain expertise to guide company research strategy, as well as to relate high-level medical and scientific goals to specific ML problems and approaches.
  • Thorough understanding and strongly conversant in the theory underlying both classical ML and DL.
  • Shown team leadership and management experience, recruit, engage and develop staff with advanced degrees. 
  • An interdisciplinary communicator - ability to describe technical ML concepts to biomedical researchers and clinicians, and to convey scientific and medical goals to ML researchers.
Bonus Skills
  • Applied stats / biostatistics experience.
  • Familiarity with software engineering best practices and deploying ML models at scale in  production systems.
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, and accident 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. 

With the rise of employment phishing scams, especially during the current COVID-19 situation, we ask candidates to be extra vigilant. Be careful about providing any kind of personal information, such as location, age, or financial information to recruiters who may be impersonating PathAI employees. PathAI does not require payment for interviews or for applicants to purchase their own work supplies for reimbursement.

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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
We don't offer a 401(k) match yet because we're still in Series A funding round. We'll be rolling it out soon, though!
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
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