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Machine Learning Engineer – Platform R&D
  • Python
  • Spark
  • PySpark
  • Java
  • Machine Learning
  • Big Data
  • Excel
  • NLP
  • Scala
  • Kafka
  • Deep Learning
  • scikit-learn
  • C#
  • Azure
  • XGBoost
  • PyTorch
3M
Maplewood, MN
118 days ago

Job Description:

Machine Learning Engineer

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 93,000 other curious, creative 3Mers.

This position provides an opportunity to transition from other private, public, government or military environments to a 3M career.

“3M is a place where diversity is welcomed and curiosity nurtured. We’re investing in digital talent who have the opportunity to shape the foundation and next generation of 3M. Come collaborate, invent and solve the ‘what's next’ set of problems that are meaningful to our customers and communities.” – Hung Brown Ton, chief architect of the Corporate Research Systems Labs at 3M

The Impact You’ll Make in this Role

As a Machine Learning 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:

  • Being part of a core team researching and applying latest cloud based ML tools and technologies from end-to-end (ML training, ML model development, deployment and ML model lifecycle management).
  • Utilizing machine learning models as APIs or software libraries to be integrated into a full-stack AI cloud application
  • Establishing scalable, efficient, automated processes for large scale data analyses, model development, validation and implementation.
  • Developing and establishing model management technology and processes for helping enable MLOps such as: measure on-going accuracy, tooling for data / model drift, etc.
  • Advising, consulting, mentoring and supporting 3M businesses, data scientists and data consumers / users on model standards, scalability and deployment.

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:

  • Bachelor’s degree or higher (completed and verified prior to start) from an accredited university
  • One (1) year professional experience in data engineering, software development/engineering, or data science in a private, public, government or military environment
  • One (1) year of hands on development with frameworks such as Python, C++, C#, Java, Javascript, Scala in a private, public, government or military environment

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

  • Possess or in the final year of pursuing a M.S. or Ph.D. degree or post-doctoral fellowship 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 university
  • 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, et al
  • Software development experience developing API’s, DevOps Pipelines and/or front-end applications and experience with core software and experience with data engineering tools: Spark/PySpark, SparkML, Auto-ML, Containers, GitHub
  • Experience with training, integrating and working with cloud AI and big data systems like: Amazon Kinesis, Azure Stream Analytics, Spark, Storm, Kafka, S3 / Azure Data Lake (Data Lake), Azure ML Studio, Sagemaker, etc.
  • Individuals should display leadership, excellent communication skills (oral, written and presentation) networking skills, self-motivated and self-directed

Travel: May include up to 10% Domestic/international travel

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.

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.

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