Machine Learning Engineer

| Greater Boston Area
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PathAI’s mission is to improve patient outcomes through AI-powered pathology. We have built a revolutionary platform for transforming the drug development process through large-scale image analysis, identification of novel biomarkers, and improved patient selection. Our prediction platform is able to detect individual cancer and immune cells in gigapixel histology images, make reliable diagnoses, and provide estimates about survival and drug response.

We have access to a wide variety of data sources, and work closely with an unparalleled network of partners in biotech, pharma and academia. Our efforts are already yielding biological insights accelerating translational research and products that are being used to drive and improve a variety of clinical trials.

We’re shaping the future and direction of digital pathology and drug development through our AI-centric approach. Joining PathAI is an opportunity to make a massive impact by improving outcomes for patients around the world.

What you will do: 
  • Designing, developing and optimizing machine learning models with large-scale datasets to transform pathology-based disease diagnosis, drug development and drug discovery. 
  • Formulating innovative analytical solutions to support new disease areas and novel pathology domains.
  • Improving and optimizing machine learning techniques to achieve better model performance and to expand PathAI’s scientific and product capabilities.
  • Developing libraries and maturing our platform for accelerating our ability to develop, evaluate and monitor machine learning models.
  • Collaborating effectively with all project stakeholders to clarify objectives and expectations, identifying obstacles to success, generating documentations to reflect technical decisions and project plans.

You will have the opportunity to work in a company culture that puts employees first, is relaxed but focused and hard-working. Every PathAI employee is a contributor to our mission to pioneer better patient care by providing the best, most innovative deep learning tools to biotech, pathologists, clinicians and healthcare organizations. You will work alongside leading innovators in the field of deep learning and medicine, and play a critical role in algorithm development.

What you’ll need: 
  • Undergraduate degree in Computer Science, Engineering, Computational Science, Bioinformatics, Mathematics or related fields, with focus on Machine Learning and Artificial Intelligence.
  • One to two years of experience in developing machine learning techniques in computer vision, natural language processing, and similar applications.
  • One to two years of software engineering experience in building and maintaining machine learning engineering systems using industry-standard tools and frameworks.
  • Experience in Python programming and AI libraries including tensorflow or pytorch.
Preferred Qualifications:
  • Masters or PhD in Engineering, Computer Science, Computational Biology, Bioinformatics, Mathematics or related fields, with focus on Machine Learning and Artificial Intelligence.
  • Two to four years of relevant work experience in the AI and machine learning industry
  • Working knowledge of advanced ML techniques with application to biomedical, healthcare, and bioinformatics problems.
  • Background in designing, developing, and deploying robust, scalable, cloud-based AI solutions
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.

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Technology we use

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

Location

We're right in the heart of Fenway!

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!

Culture
Friends outside of work
Eat lunch together
Open office floor plan
Diversity
Documented equal pay policy
Dedicated Diversity/Inclusion Staff
Highly diverse management team
Unconscious bias training
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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