Machine Learning Manager

| Greater Boston Area

About The Company:
At PathAI, we're applying computer vision, machine learning and AI in amazing ways to pathology data, impacting healthcare by improving detection and treatment selection for cancer as well as other diseases. This is accomplished by parallel efforts in drug development, the clinical space, and global health. 

About The Team:
The Machine Learning team at PathAI is rapidly growing, with members tackling a wide range of computational pathology problems. These include cutting edge applications of machine learning to clinical prediction tasks, development and application of deep learning-based medical image processing systems, and ongoing medical device development work.

Tackling these challenging problems requires well-designed & well-implemented machine learning pipelines. We have built a comprehensive machine learning platform, specialized for computation pathology. It provides us user-friendly tooling for automating model exploration, training, and deployment. In parallel, we are continuously improving our machine learning platform and infrastructure, to increase efficiency, robustness, flexibility and automation. 

What You’ll Do:
In this position, you will be part machine learning architect/engineer and part mentor/people manager. You’ll help improve our platform and projects so we can work more efficiently to improve patient lives.

Responsibilities: 

  • Hands-on Leadership: Work with and lead machine learning engineers and scientists. Expect this to be approximately 50% hands-on ML work and 50% people and team leadership.
  • Technical Contribution: Work with ML team members in building tools that allow the whole team to tackle all our challenging and important problems in a more productive and automated way.
  • Team Initiative Prioritization and Management: Support, plan and strategize for a wide variety of use cases, from experimental & research-oriented tasks to mission-critical & partner-specified tasks.

Requirements: 

  • 4+ years of industry experience having lead teams of 8-10+ ML Engineers and Scientists. 
  • Strong ability to efficiently model complex problems and architect and implement machine learning algorithms and associated tooling.
  • Experience in AI, Machine Learning, NLP or Deep Learning. Familiar with Python, Tensorflow, scikit-learn, OpenCV. 
  • Advanced degree (Masters or PhD) in a quantitative field (computer science, machine learning, engineering, neuroscience, math, statistics, etc.)
  • Insatiable intellectual curiosity and the ability to learn quickly in a sophisticated space.

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, with work-from-home options available for many roles
  • 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
  • Free in-office lunch on Tuesdays and Fridays
  • Snacks and drinks in the office – which currently include a mountain of Milano cookies, endless Fruit Snacks, as well as cold brew coffee and kombucha on tap, among many other options. Our in-house Snackologist is also happy to take your requests!

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. 

Read Full Job Description

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

How would you describe the company’s work-life balance?

We’re really flexible - there are no on-call shifts, and you can work from home when you need to. A lot of my colleagues have young children and they can be there for their family. We all work hard, but the work is task-oriented and day-to-day workload is actually realistic.

Sarah

Senior Product Manager

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 makes someone successful on your team?

Someone who is willing to roll up their sleeves and do what it takes to get the job done will do well here! Since we're a small startup, we all wear multiple hats, so a willingness to adapt, be flexible, and learn from one another is really important.

Diana

Product Manager

How do you empower your team to be more creative?

We hire smart people to solve hard problems early on, and just let them do their thing.

Jackson

VP-Product

What's the biggest problem your team is solving?

We’re using computer vision to increase the speed and accuracy of cancer diagnosis, making personalized medicine accessible to more patients and ultimately improving treatment outcomes.

Sam

Front-end 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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