Sr / Staff Machine Learning Engineer
Job Description
What you will do:
- As a member of the Vision & Learning team, you’ll be responsible for developing robust completely-automated computer vision and machine learning algorithms to handle any real-world environment these users can throw at us, from small spaces captured with mobile devices all the way up to massive stadiums scanned with professional hardware.
- Plan and carry out research and experiments, gather training and evaluation datasets, propose solutions, evaluate hypotheses, incorporate our R&D into customer-facing products.
- Validate and adopt novel research, sharing findings with the broader team
- Develop custom solutions based on your research
Who you are:
- Bachelor's degree in Computer Science or related field or equivalent
- 5+ years of experience in machine learning and computer vision
- Practical experience with the implementation, debugging, training and deployment of neural network architectures for computer vision problems
- A background in exploring and reproducing state of the art computer vision research
- The ability to write performant, well-tested and production ready code in Python
- Experience in working with large data sets and improving infrastructure pipelines
Nice to have:
- Expert C++ programming skills
- Experience with computer vision algorithms related to 3D alignment and reconstruction, semantic understanding of 2D images/3D meshes, mesh processing or feature extraction
- Mastery of software development fundamentals such as Git, Docker and shell scripting
- A PhD or Masters degree in Computer Science or an equivalent field (ECE, Math, Robotics)
- Prior publication in a major academic journal or conference on topics related to machine learning or computer visionÂ
Perks & Benefits
- Comprehensive health plans* – 100% of premiums covered for employees & 88% of dependent premiums for US employees
- Flexible Time Off for Exempt Employees/Generous PTO plan for Non-Exempt Employees – Take time to rest, relax and explore! Plus we offer Summer Fridays!
- 401k, Company ownership in the form of RSU’s & ESPP Program
- Continuing Education & Commuter Benefits
- For more detail visit www.matterport.com/careers * Medical and retirement benefits vary by CountryÂ
Date Posted
11/09/2023
Views
5
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