Machine Learning QA Engineer

Job Location

14 Arrow St, Cambridge, MA 02138, USA

Job Type

Full Time

Category

Machine Learning

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About the Role

Job Description:

As a ML QA Engineer, you will be expected to work with ML team to set up QA processes (unit and regression tests) and automation infrastructure for the ML software.

Key Responsibilities:

  • Setting a new standard and process for ML software validation.

  • Develop and implement automated test cases, test plans, and test specifications.

  • Work with developers to make sure we’re designing for testability and maintenance.

Requirements

Minimum Qualifications:

  • 4 years experience in automating and maintaining test automation.

  • 2+ Years’ experience with validating deep learning models using PyTorch or TensorFlow working in the areas of video and image processing.

  • Knowledge of computer vision tasks including detection, segmentation, and Classification

  • Experienced with computer vision libraries such as Pillow, scikit-image, and OpenCV.

  • Extensive experience with test automation and scripting languages (e.g., python, JS).

  • Experience in working with AWS environment.

  • Experience with CI/CD tools (e.g., Jenkins) and processes.

  • Well-versed in modern application development practices (e.g., Scrum).

  • Excellent verbal and written communication skills.

  • Strong problem-solving and troubleshooting skills with attention to detail.

Preferred Qualifications:

  • B.S. in computer engineering, computer science, or similar discipline.

  • Experience building QA infrastructure.

  • Experience in the Healthcare domain.

  • Writing Data-driven test frameworks.

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About the Company

Company Mission:

Iterative Scopes is an early-growth stage startup on a mission to revolutionize the treatment of gastrointestinal diseases with computer vision. We are backed by leading venture firms, top pharmaceutical companies as well as category defining healthcare leaders including; Obvious Ventures, Eli Lilly, Janssen Pharmaceuticals, Founders of Flatiron Health, Livongo, Path.AI, PAIGE, WHOOP!, Okta, and Recursion Pharmaceuticals.


Iterative Scopes is a venture backed company established by Jonathan Ng, MD a second time founder. The scientific advisory board includes world-class gastroenterologists and leading MIT computer vision and machine learning researchers and faculty.

Additional Info: 

The Iterative Scopes advisory board includes leading MIT computer vision and machine learning researchers/faculty and world-class Boston-area physicians and gastroenterology experts.oston-area physicians and gastroenterology experts.

Recruitment & Staffing: 

Agencies - Iterative Scopes does not accept unsolicited resumes from any source other than candidates. The submission of unsolicited resumes by recruitment or staffing agencies to Iterative Scopes or its employees is strictly prohibited unless contacted directly by Iterative Scopes' internal operations team. Any resume submitted by an agency in the absence of a signed agreement will automatically become the property of Iterative Scopes, and Iterative Scopes will not owe any referral or other fees with respect thereto.