Machine Learning Scientist (New Health Care Company)

Key Skills

Analytical and Problem solving, AWS, Azure, C# Programming, C++, Clustering, Computer Vision (CV), Continuous Integration & Continuous Delivery - CI/CD, Deep Learning, PyTorch, Reinforcement Learning, Scrum Agile Methodology, SQL

Job Description

Machine Learning Scientist (New Health Care Company)

3M is establishing two industry-leading companies, creating value through the spin-off of its Health Care business, while 3M will continue to be a global material science leader, focusing our innovation to win in favorable global megatrends and attractive end markets. This new Health Care Company will be a leading global diversified health technology company with:    

• Proven category leadership
• Exposure to attractive end-markets
• Innovation mindset driving improved patient outcomes
• Collaborative customer relationships
• Deep global regulatory experience
• Operational excellence and strong cash flow
• Strong sales growth and profitability with significant recurring sales

We expect the creation of the two companies will be completed by the end of 2023. For now, we will continue to operate as one global company. This role is positioned to drive the success of the New Health Care Company. 

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 Scientist, you will be part of a team of data scientists, ML engineers, and 3D computer vision scientists developing technologies for world class custom oral care products. Here, you will make an impact by:

• Playing a critical role in researching & applying new-to-the-world machine learning and AI technologies to deliver on our customer needs.
• Breaking down complex problems into approachable stages and bringing concepts to production.
• Working with cross-functional business and technical teams to apply your unique skillset to drive new-to-the-world data science implementations and business results.
• Design, plan, develop, implement, and maintain innovative artificial intelligence and machine learning solutions against business requirements
• Participate in the platform architecture and technology planning
• Collaborate closely with end users, business analysts, and product owner to define technical roadmap
• Ensure quality of software developed meets or exceeds expectations
• Work with DevOps team to define deployment strategy and infrastructure for models ensuring model development is deployable at scale.
• Create operational testing strategies, enable software quality teams to validate and test models, and ensure the quality of the delivered solutions.
• Leverage Agile, CI/CD and DevOps methodologies to deliver high quality products on time.
• Implement solutions that exhibit robust data integration and security.
• Innovate constantly and stay current with latest technologies while staying focused on solving problems at hand.

Your Skills and Expertise

To set you up for success in this role from day one, 3M requires (at a minimum) the following qualifications:

• Master’s degree (completed and verified prior to start) from an accredited institution
• Five (5) years of experience in machine learning, deep learning, data science, computer vision, or artificial intelligence development
• Experience developing software that facilitates AI/Machine learning algorithms and models to solve problems in specific application domains

Additional qualifications that could help you succeed even further in this role include:

• PhD in Machine Learning, Computer Science, or related fields
• Experience with Deep Learning, Geometric Deep Learning, Reinforcement Learning, and frameworks such as PyTorch
• Experience with programming & data engineering languages like Python, C/C++, C# and SQL
• Experience in building and deploying highly scalable systems, algorithms, and tools on platforms to support machine learning and deep learning solutions
• Experience with 3D visualization algorithms and computational approaches, e.g., 3D mesh representations and operations
• Expertise in computer vision sub-disciplines such as:  image analysis (object recognition and feature detection), 3D computer vision (acquisition / 3D sensing, computational imaging, segmentation, registration), machine learning (feature extraction, classification, clustering), embedded and real-time computer vision, video understanding (action recognition, scene summarization), analysis and reduction of high-dimensional data
• Experience with Azure/AWS tools and technology
• Experience with Microsoft Azure ML services and cloud deployment strategies
• Experience working with Agile Scrum methodologies
• Experience commercializing medical device software systems in imaging and diagnostics

Demonstrated scientific excellence as evidenced by publications and presentations

Demonstrated problem solving and analysis skills, systems thinker, results driven, self-motivated, team skills, ability to work independently and with distributed teams

Excellent interpersonal, problem-solving skills with the ability to work independently and in a team environment, including collaborative software development experience

Work location:

• REMOTE USA

Travel: May include up to 5% domestic/international]

Relocation Assistance: May be authorized

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. 

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Responsibilities of this position include that corporate policies, procedures and security standards are complied with while performing assigned duties.

Our approach to flexibility is called Work Your Way, which puts employees first and drives well-being in ways that enable 3M’s business and performance goals. You have flexibility in where and when work gets done. It all depends on where and when you can do your best work.

Pay & Benefits Overview: https://www.3m.com/3M/en_US/careers-us/working-at-3m/benefits/

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.

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