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Machine Learning Developer

Thank you for your interest in working for our Company. Recruiting the right talent is crucial to our goals. On April 1, 2024, 3M Healthcare underwent a corporate spin-off leading to the creation of a new company named Solventum. We are still in the process of updating our Careers Page and applicant documents, which currently have 3M branding. Please bear with us. In the interim, our Privacy Policy here: https://www.solventum.com/en-us/home/legal/website-privacy-statement/applicant-privacy/ continues to apply to any personal information you submit, and the 3M-branded positions listed on our Careers Page are for Solventum positions. As it was with 3M, at Solventum all qualified applicants will receive consideration for employment without regard to their race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.

Job Description:

Machine Learning Developer

3M Health Care is now Solventum 

At Solventum, we enable better, smarter, safer healthcare to improve lives. As a new company with a long legacy of creating breakthrough solutions for our customers’ toughest challenges, we pioneer game-changing innovations at the intersection of health, material, and data science that change patients' lives for the better while enabling healthcare professionals to perform at their best. Because people, and their wellbeing, are at the heart of every scientific advancement we pursue. 

We partner closely with the brightest minds in healthcare to ensure that every solution we create melds the latest technology with compassion and empathy. Because at Solventum, we never stop solving for you. 

The Impact You’ll Make in this Role: 

As a Senior Software Engineer, 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; 

· Automate aspects of the machine learning model lifecycle and support data scientists to optimize the development, and maintenance of machine learning solutions in the cloud. 

· Implement and execute best practices and security standards for operating with protected data. 

· Design, implement, and contribute to shared libraries for data engineering, model training, model deployment, and CI/CD tooling 

Your Skills and Expertise 

· Bachelor’s Degree or higher (completed and verified prior to start) from an accredited university AND five (5) years of experience in software industry in a private, public, government or military environment. 

OR 

· High School Diploma/GED from an accredited institution and a minimum of 9 years of experience in software industry in a private, public, government or military environment. 

AND 

· Expertise in one or more programming languages, Python preferred (e.g. Python, Java, Go, C++, etc). 

· Hands-on experience with CI/CD workflows, containerization, and infrastructure as code (IaC) 

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

· Master’s degree in computer science or a related field. 

· Experience building in a cloud-first environment in a highly regulated sector, preference given to AWS 

· Experience with data extract, transform, and load (ETL) pipelines at large scale. 

· Hands-on experience with machine learning technologies and platforms such as PyTorch,  TorchServe, and AWS SageMaker. 

· Track record of taking initiative to improve developer workflows and end-to-end machine learning pipelines. 

Location: Remote

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 

Solventum offers many programs to help you live your best life – both physically and financially. To ensure competitive pay and benefits, Solventum regularly benchmarks with other companies that are comparable in size and scope

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

Solventum is committed to maintaining the highest standards of integrity and professionalism in our recruitment process.  Applicants must remain alert to fraudulent job postings and recruitment schemes that falsely claim to represent Solventum and seek to exploit job seekers.

Please note that all email communications from Solventum regarding job opportunities with the company will be from an email with a domain of @solventum.com. Be wary of unsolicited emails or messages regarding Solventum job opportunities from emails with other email domains.

Please note, Solventum does not expect candidates in this position to perform work in the unincorporated areas of Los Angeles County.

Solventum is an equal opportunity employer.  Solventum  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.

Solventum Global Terms of Use and Privacy Statement


Carefully read these Terms of Use before using this website. Your access to and use of this website and application for a job at Solventum are conditioned on your acceptance and compliance with these terms.

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.

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What You Should Know About Machine Learning Developer, HealthCare

If you're eager to join a vibrant team that's dedicated to transforming healthcare through innovative technology, then the Machine Learning Developer position at Solventum could be your next big opportunity! With roots stemming from 3M Health Care, Solventum embodies a commitment to enabling better, smarter, and safer healthcare solutions. In this role, you'll collaborate with leading minds in the healthcare sector, automating aspects of the machine learning model lifecycle and enhancing the development of cloud-based solutions. Your passion will shine as you get hands-on with cutting-edge technologies to design, implement, and optimize libraries for data engineering and model deployment. Solventum seeks individuals who can bring their programming expertise—Python being a key asset—to the table alongside CI/CD workflows and experience in cloud-first environments. Embrace the chance to work remotely from Minnesota, engage in an environment where your ideas matter, and develop impactful projects that genuinely change lives. At Solventum, we believe in continuous improvement, both for our solutions and our work culture, which empowers you to take initiative and help redefine health technology innovations. Join us and be part of a team that never stops solving for a better future!

Frequently Asked Questions (FAQs) for Machine Learning Developer Role at HealthCare
What are the primary responsibilities of a Machine Learning Developer at Solventum?

As a Machine Learning Developer at Solventum, your primary responsibilities include automating parts of the machine learning model lifecycle, supporting data scientists in optimizing development and maintenance of ML solutions in the cloud, and designing shared libraries for data engineering. This role emphasizes best practices while ensuring protection of data, crucial in healthcare environments.

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What qualifications are needed to apply for the Machine Learning Developer position at Solventum?

To apply for the Machine Learning Developer position at Solventum, candidates should have either a Bachelor’s Degree in a relevant field with five years of software experience or a high school diploma with nine years in the software industry. Expertise in programming languages such as Python, Java, or Go and experience with CI/CD workflows and cloud environments are also vital.

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Does Solventum require experience in cloud computing for the Machine Learning Developer role?

Yes, experience in cloud computing is important for the Machine Learning Developer role at Solventum. Candidates should have experience building applications in a cloud-first environment, especially in regulated sectors like healthcare. Familiarity with AWS is preferred.

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What programming languages should I know for the Machine Learning Developer position at Solventum?

For the Machine Learning Developer position at Solventum, expertise in one or more programming languages is essential, with Python being the preferred choice. Knowledge of Java, Go, or C++ can also enhance your application.

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Is remote work possible for the Machine Learning Developer role at Solventum?

Absolutely! The Machine Learning Developer position at Solventum offers flexible remote work opportunities, allowing you to engage in meaningful projects from the comfort of your own home in Minnesota.

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Common Interview Questions for Machine Learning Developer
Can you describe your experience with machine learning technologies and platforms?

When answering this question, highlight specific technologies you have worked with, such as PyTorch or AWS SageMaker. Discuss projects where you implemented machine learning models, focusing on the challenges faced and how you overcame them.

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What steps do you take to ensure data security while working on a project?

For this question, emphasize your understanding of data protection best practices, particularly in a healthcare setting. Discuss your experience with secure coding, compliance with regulations, and any specific tools or practices you've used to ensure data integrity.

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How do you approach automating the machine learning pipeline?

Describe your methodology for automation, including the tools and practices you adopt. Mention specific workflows you've automated in the past and detail how those decisions improved efficiency or effectiveness.

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What is your experience with CI/CD workflows?

Discuss your familiarity with continuous integration and continuous delivery processes. Provide examples of how you've implemented CI/CD in previous roles to streamline development and deployment.

Join Rise to see the full answer
Tell us about a challenging problem you faced and how you solved it in a project.

Use the STAR method (Situation, Task, Action, Result) to outline a specific challenge. Explain the context, your role, the actions taken to resolve the issue, and the final outcome, focusing on the skills utilized and lessons learned.

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How do you stay updated with the latest machine learning trends?

Share the resources you utilize, such as academic journals, online courses, webinars, or specific influential figures in the industry you follow. Show your passion for continuous learning and applying new knowledge to your work.

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In what ways have you contributed to improving developer workflows?

Provide examples of initiatives you've led or participated in that aimed to enhance workflows. Detail the strategies you introduced, the challenges faced, and how they positively impacted productivity.

Join Rise to see the full answer
What role do you think empathy plays in healthcare tech development?

Express the importance of understanding user needs and challenges when developing tech solutions in healthcare. Discuss how you incorporate feedback from end-users into your designs to ensure solutions are not only effective but also compassionate.

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Can you provide an example of your experience with cloud-based data processing?

Share a project where you employed cloud technologies for data processing. Discuss the tools used, the outcome of the project, and any challenges you encountered during implementation.

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Why do you want to work at Solventum as a Machine Learning Developer?

Tailor your response to reflect Solventum’s mission and values. Highlight how your career goals align with their vision for healthcare technology and share what excites you about the prospect of working with their team.

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DATE POSTED
April 10, 2025

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