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Sr. Machine Learning Engineer

Role overview

Qualifications

  • Ph.D. in technical field, or MS in a technical field with 2+ years of industry experience, or 5+ years of industry experience
  • Experience with major machine learning frameworks (e.g. TensorFlow, PyTorch)
  • Python or C++ experience
  • Image processing experience (e.g. OpenCV, ITK)

Responsibilities

  • Participate in the development of novel machine learning and computer vision algorithms
  • Design efficient experiments to analyze current algorithm performance and assist in algorithmic enhancements
  • Iterate and improve existing models
  • Contribute to R&D infrastructure

About the company

Digital Diagnostics logo

Digital Diagnostics

Digital Diagnostics is a pioneering AI diagnostics company on a mission to transform the quality, accessibility and affordability of healthcare. Founded and led by Dr. Michael Abramoff, an ophthalmologist, neuroscientist and computer engineer, Digital Diagnostics developed a patented biomarker-based approach to build autonomous algorithms that make clinical decisions without human intervention. Digital Diagnostics and its flagship product IDx-DR, an autonomous AI system FDA-authorized to diagnose diabetic retinopathy and diabetic macular edema, has proven that intelligent diagnostic platforms can be used safely, efficiently and equitably to improve patient outcomes. As it expands into other diagnostic capabilities, Digital Diagnostics has paved the way for automated diagnosis to become a new standard of care that will contribute significantly to democratizing healthcare.

Company details

Company typeSME
Company size51 - 200

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Job description

Location - Remote -US 

Digital Diagnostics is looking for a Senior Machine Learning Engineer to join our growing team! As a Senior Machine Learning Engineer, you will assist with our R&D and algorithmic development efforts. Additionally, you will: 

  • Participate in the development of the novel machine learning and computer vision algorithms which form the core of our medical device products
  • Design efficient experiments to analyze current algorithm performance, report on results and assist in determining future direction for algorithmic enhancement.
  • Iterate and improve existing models
  • Contribute to R&D infrastructure
  • Actively participate in problem solving discussion
  • Perform code reviews
  • Actively participate in continuous learning of new technologies

What You’ll Bring to the Team

Required

  • Ph.D. in technical field, or MS in a technical field with 2+ years of industry experience, or 5+ years of industry experience
  • Experience with major machine learning framework (e.g. TensorFlow, PyTorch)
  • Experience in training deep learning models for computer vision tasks
  • Python, or C++ experience
  • Image processing experience (e.g. OpenCV, ITK)

Preferred

  • Outstanding analytical and problem-solving skills.
  • Experience with ML training platforms like sagemaker, zenML
  • Strong programming skillset.
  • Experience with databases.
  • Specific expertise in any of the following fields: medical image analysis, algorithm design, segmentation, object detection, computer vision.
  • Knowledge of the medical device/software development industry.
  • Interest in medical device and creating products that impact patients.
  • Strong team player
  • Ability to take ownership of projects

What We Have to Offer

  • Supportive and flexible work environment
  • Remote-friendly culture
  • Access to competitive benefits
  • Mission-driven teammates who are working to tackle complex challenges to help improve the accessibility and quality of medical diagnosis
  • Core behaviors that inspire day-to-day interactions
  • Dedication to career growth and development of our team members through mentorship programs and defined growth paths
  • Virtual social and wellness events

Who We Are

Digital Diagnostics Inc. is a pioneering AI diagnostics company on a mission to transform the quality, accessibility, equity, and affordability of global healthcare. We pursue our mission through the application of technology in the medical diagnosis and treatment process. The company, originally founded by Michael Abramoff, MD, PhD, a neuroscientist, practicing fellowship-trained retina specialist, and computer engineer, is led in partnership with co-founders, John Bertrand, and Seth Rainford. Digital Diagnostics' first FDA De Novo cleared autonomous AI system, LumineticsCore™ (formerly IDx-DR), is already improving patient outcomes by detecting diabetic retinopathy (including macular edema) at the point-of-care. 

Digital Diagnostics is paving the way for autonomous AI diagnosis to become a new standard of care, contributing to democratizing healthcare and closing care gaps. The company works closely with patient advocacy groups, federal regulators, and other quality of care and ethics-focused stakeholders to enable adoption of autonomous AI. For more information and the latest news follow: https://digitaldiagnostics.com/

What We Believe

At Digital Diagnostics, we're doing "AI the right way" by building healthcare solutions that are safe, equitable, and accessible. We're not only building a platform; we're also building a community that emulates these values. We believe that inclusion and equity in healthcare start with a community of collaborators that celebrates human differences including race, ethnicity, gender, age, sexual orientation, human need, veteran status, political affiliation, and religion. We value what makes each person unique and create a place for everyone to thrive as we build towards shared goals. We're committed to continuous learning and are striving to create a principled workplace while continuing to impact the world around us. 

This position can be located anywhere in the United States. We are not currently accepting applications for candidates located in countries outside of the U.S. Unfortunately, we are not able to sponsor an immigration case for employment at this time (for example, H-1B or other employment-based immigration cases). 

No external agencies at this time, please. 

Recently, there have been fraudulent employment offers sent to candidates on behalf of Digital Diagnostics. Please be advised that all legitimate offers will come directly from our official email domain (digitaldiagnostics.com) and will only be made after completing a formal interview process. 


Here are some ways to check for authenticity:

  • We do not conduct job interviews through non-standard text messaging or chat applications.
  • We will never request personal information such as banking details until after an official offer has been accepted and verified
  • We will never request that you purchase equipment or other items when interviewing or onboarding

If you are unsure about the authenticity of an offer or if you receive any suspicious communication, please contact us at info@digitaldiagnostics.com



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Marcus Rivera

Chief Revenue Officer

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