Data/Machine Learning Engineer
3M Recruiters: Dr. Mike Terrazas and Dr. Chad Webb
Data/Machine Learning Engineer to Begin Working in 2021.
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
The Impact You’ll Make in this Role:
Data/Machine Learning Engineers develop digital products and solutions or digital manufacturing solutions, capitalizing on 3M’s unique materials, advanced technologies, and global reach. At 3M, our Data/Machine Learning Engineers develop real-world solutions for many businesses and markets, including health information, worker safety, digital oral care, transportation, novel inspection and measurement processes for manufacturing, and many more.
Here, you will make an impact by:
- Leveraging engineering expertise to research and apply the latest cloud-based data and machine learning (ML) technologies
- Developing and deploying ML and data pipelines that enable data analyses, model development, validation and implementation
- Advising, consulting, mentoring and supporting 3M businesses, data scientists and data consumers / users on standards, scalability and deployment
- Collaborating with research teams in corporate research and business labs to build capabilities and applications to solve emerging challenges
- Assisting with the design and creation of software applications as a member of a cross-functional team of software developers, engineers, and scientists
Your Skills and Expertise
To set you up for success in this role from day one, 3M is looking for candidates who must have the following qualifications:
- Currently possess or are in the final year of pursuing a M.S. or Ph.D. degree in a science or engineering discipline from an accredited institution
Additional qualifications that could help you succeed even further in this role include:
- Currently possess or are in the final year of pursuing a M.S. or Ph.D. degree in Computer Science, Machine Learning, Electrical Engineering, Data Science, Cognitive Science, Computational Linguistics, Software Engineering, Applied Physics, Applied Mathematics, or related discipline from an accredited institution
- Proficiency in machine learning algorithms such as multi-class classifications, decision trees, support vector machines, deep learning, and familiarity with NLP/ML tools and packages like pyTorch, TensorFlow, Weka, scikit-learn, XGBoost, Onnx, TensorFlow serving, etc.
- Software development experience developing API’s, DevOps Pipelines and/or front-end applications and experience with core software and experience with engineering tools: Spark/PySpark, SparkML, Auto-ML, Containers, GitHub
- Experience with cloud computing services and infrastructure in the data space (e.g. Azure ADLS, HD Insight, Databricks, AWS S3, AWS Glue, Elastic MapReduce, etc.).
- Experience with SQL and relational database concepts and with distributed computing platforms such as Spark, Databricks
- Ability to deal with the ambiguity of early stage scouting and evaluation of new opportunities and the flexibility to change direction as additional information becomes available
- Strong performance working in a team environment
Please submit your application using your full detailed CV instead of a one-page resume.
Travel: May include up to 10% domestic/international
Relocation Assistance: May be authorized
Responsibilities of this position may include direct and/or indirect physical or logical access to information, systems, technologies subjected to the regulations/compliance with U.S. Export Control Laws.
U.S. Export Control laws and U.S. Government Department of Defense contracts and sub-contracts impose certain restrictions on companies and their ability to share export-controlled and other technology and services with certain "non-U.S. persons" (persons who are not U.S. citizens or nationals, lawful permanent residents of the U.S., refugees, "Temporary Residents" (granted Amnesty or Special Agricultural Worker provisions), or persons granted asylum (but excluding persons in nonimmigrant status such as H-1B, L-1, F-1, etc.) or non-U.S. citizens.
To comply with these laws, and in conjunction with the review of candidates for those positions within 3M that may present access to export controlled technical data, 3M must assess employees' U.S. person status, as well as citizenship(s).
The questions asked in this application are intended to assess this and will be used for evaluation purposes only. Failure to provide the necessary information in this regard will result in our inability to consider you further for this particular position. The decision whether or not to file or pursue an export license application is at 3M Company's sole election.
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.