Data Scientist - Austin, United States - Sustainment
Description
Company Overview:
Sustainment is a company whose products enable US-based manufacturers to confidently build and manage vetted domestic supplier networks, with modern tools to find, communicate, collaborate with, and manage qualified manufacturing suppliers.
Our vision is to reimagine the American manufacturing base as a hyperconnected, secure, and resilient ecosystem of local and regional suppliers who can more easily interact and transact with the government and industry organizations that rely on them.
As a public benefit corporation, we are committed to a mission-driven approach that will enable continued success for American industry.
Company Overview:
Sustainment is a company whose products enable US-based manufacturers to confidently build and manage vetted domestic supplier networks, with modern tools to find, communicate, collaborate with, and manage qualified manufacturing suppliers.
Our vision is to reimagine the American manufacturing base as a hyperconnected, secure, and resilient ecosystem of local and regional suppliers who can more easily interact and transact with the government and industry organizations that rely on them.
As a public benefit corporation, we are committed to a mission-driven approach that will enable continued success for American industry.
Job Overview:
The Data Scientist will apply AI, machine learning, image processing, statistical models, and other algorithms to modernize the procurement process in manufacturing.
This individual must have strong relevant computer science knowledge as well as practical computer programming skills.What you'll work on:
Work with subject matter experts and product managers to define new features and functions that can be automated with artificial intelligence to assist buyers and manufacturers of metal parts and assemblies.
Typical examples include:
Automatic interpretation of CNC machine specifications
Automatic interpretation of two-dimensional mechanical drawings
Automatic interpretation of 3D CAD files (STEP standard)
Image capture and processing to digitize physical technical drawings
Computer vision to read factory identification plates.
Neural networks to capture expert knowledge about metal machining
Ranking algorithms for finding best machines and manufacturers to make specific parts
Keep abreast of Industry 4.0 and AI/ML trends and look for opportunities to enhance Sustainment products using artificial intelligence.
Your areas of expertise:
Graduate degree or equivalent experience requiring substantial application of data science skills.
5+ years of engineering experience
Successful delivery of large scale R&D projects
Evidence of creative ability to apply AI, machine learning, statistics, image processing and other algorithms in innovative ways.
Demonstrated ability to design, code, test, and document substantial software modules in Python
Sustainment offers a competitive benefits package including medical, dental, vision, paid time off, company holidays, and 401K matching.
Sustainment is proud to be an equal opportunity employer.
We provide employment opportunities without regard to age, race, color, ancestry, national origin, religion, disability, sex, gender identity or expression, sexual orientation, veteran status, or any other protected class.
Applicants must be authorized to work for ANY employer in the U.S. We are unable to sponsor or take over sponsorship of an employment Visa at this time.Sustainment participates in E-Verify.
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