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3M · 1 month ago

Machine Learning/Vision Specialist - Process Data Scientist

Woodbury, MN

Full-time

Onsite

Mid Level

$141K/yr - $173K/yr

3+ years exp

3M is a global company known for its innovative products and collaborative culture. The Machine Learning/Vision Specialist - Process Data Scientist will integrate diverse data sources, drive advanced model adoption, and collaborate with the Corporate Research Process Lab to develop algorithms for new process development.

AutomotiveCleaning ProductsConsultingElectronicsEnterprise SoftwareManufacturing

No H1B

Responsibilities

Integrating diverse data sources into a cohesive analysis framework using industry best practices and documentation

Driving advanced model adoption through rigorous understanding of the state-of-the-art data science methodologies

Collaborating with the Corporate Research Process Lab to develop and implement advanced algorithms for new process development of films, adhesives, nonwovens, and other high-value articles

Designing and integrating advanced data analytics schemes which may include predictive modeling, nonlinear analysis, sensor data integration, and machine vision techniques

Driving successful technology scale-up from laboratory to manufacturing and assisting with troubleshooting process and product quality issues

Effectively documenting, communicating, and disseminating research results through the framework of 3M's new technology and product introduction programs

Providing data science and machine vision expertise to support manufacturing operations and transfer technology to 3M’s technical community through consulting and teaching

Qualification

Machine LearningData ScienceMachine VisionPythonC++Predictive ModelingInterpersonal SkillsCross-functional CollaborationDocumentation Skills

Required

Bachelor's degree or higher in Chemical Engineering, Mechanical Engineering, Computer Science, Data Science, or Machine Learning/AI (completed and verified prior to start) from an accredited university

Preferred

A Master's or Ph.D. degree with demonstrated expertise in machine learning, data science, and machine vision

Strong understanding of data science techniques and theory, including machine vision. Ability to integrate diverse data sources into a cohesive analysis framework using industry best practices and documentation

Over 3 years of experience in machine learning, data science, and machine vision in a private, public, government, or military environment

Evidence of strong, hands-on skills with industrial data analysis including experience with data integration, programming, machine learning models, and machine vision systems

Experience with a wide range of programming languages including Python and C++

Skills relating to the following: machine learning model development, machine vision systems, open source software development, Linux, GitHub, cloud computing

Excellent interpersonal skills and the ability to excel in cross-functional environments