Collaborate with Innovative 3Mers Around the World
Choosing where to start and grow your career has a major impact on your professional and personal life, so it's equally important you know that the company that you choose to work at, and its leaders, will support and guide you. With a diversity of people, global locations, technologies and products, 3M is a place where you can collaborate with 96,000 other curious, creative 3Mers.
"A long-lasting career at 3M comes from having vision, imagination and the ability to see what doesn't exist. 3Mers are groundbreaking innovators and it's important that we give every person the space for disruptive and creative thinking." - John Banovetz, senior vice president and chief technology officer at 3M
This position provides an opportunity to transition from other private, public, government or military environments to a 3M career.
The Impact You'll Make in this Role As a Machine Learning Quality Assurance Lead you will be a part of a team developing world-class processes and tools integrating machine learning and statistical computing into everyday business critical operations ranging from inventory optimization to omnichannel marketing optimization. You will play a critical role in architecting & developing cloud solutions that employ the latest machine learning and AI technologies. You will have the opportunity to tap into your curiosity and collaborate with some of the most innovative and diverse people around the world. Here, you will make an impact by:
Collaborating to define & invent quality assurance environments with testing strategies for proprietary software systems
Innovating at the intersection of statistics, AI, and complex systems optimization
Working with cross-functional business and technical teams to apply your unique skills to drive new to the world data science capabilities and drive business results.
Your Skills and Expertise To set you up for success in this role from day one, 3M requires (at a minimum) the following qualifications:
Bachelor's degree or higher (completed and verified prior to start) from an accredited institution and three (3) years of applied ML in a private, public, government or military environment OR Highschool Diploma (equivalent) (completed and verified prior to start) from an accredited institution and Six (6) years of applied ML in a private, public, government or military environment
Experience with instrumentation and performance profiling of ML models with large memory requirements and tight response tolerances in a private, public, government or military environment
Experience with data augmentation, synthetic data, and similar techniques for improving model quality and testing scalability in a private, public, government or military environment
Familiarity with common metrics for ML quality such as accuracy, precision, recall, F1-score, AUC, ROC, etc.
Additional qualifications that could help you succeed even further in this role include:
Good understanding of probability and statistics and their applications to AI/ML software quality evaluation
Experience deploying blackbox and automated testing strategies
Experience employing statistical computing/data science toolsets including R and Python
Experience in the testing of enterprise-grade ML platforms
Knowledge and experience with different types of testing strategies
Completed graduate course(s) in statistical computing, machine learning, advanced experimental design, and multivariate analysis
Experience with Multi-armed bandit (MAB) problem space
Travel: May include up to5% domestic/international
Relocation Assistance: May be Authorized
Location: Maplewood, MN and may consider remote U.S. work location
Must be legally authorized to work in country of employment without sponsorship for employment visa status (e.g., H1B status).
Supporting Your Well-being
3M offers many programs to help you live your best life - both physically and financially. To ensure competitive pay and benefits, 3M regularly benchmarks with other companies that are comparable in size and scope.
Resources for You
For more details on what happens before, during and after the interview process, check out the Insights for Candidates page at 3M.com/careers.
Learn more about 3M's creative solutions to the world's problems at www.3M.com or on Twitter @3M. Responsibilities of this position include that corporate policies, procedures and security standards are complied with while performing assigned duties. 3M is an equal opportunity employer. 3M will not discriminate against any applicant for employment on the basis of race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, or veteran status.
Please note: your application may not be considered if you do not provide your education and work history, either by: 1) uploading a resume, or 2) entering the information into the application fields directly.
Please access the linked document by clicking here, select the country where you are applying for employment, and review. Before submitting your application you will be asked to confirm your agreement with the terms.
Internal Number: R01039177
Here, you matter. You inspire.
Here, you go.
At 3M, inspiration happens daily. Here, science is how the
magic happens. Except it’s not magic, it’s the right science
applied the right way by the people of 3M. Here, your ideas
help shape everyday lives around the globe.
• We nurture the world around us
• We act with uncompromising integrity
• We encourage a culture of coaching and development
• We are endlessly inquisitive
• We create with purpose
• We believe in the power of the whole
3M technology advancing every company
3M products enhancing every home
3M innovation improving every life
3M is all around you: Nearly 90,000 employees, Operations in 70 countries. $32+ Billion in Sales. 100,000+ patents, Products sold in 200 countries, and 5 diverse business groups : Consumer, Health Care, Industrial, Safety & Graphics, and Electronics & Energy.