Machine Learning Operations Engineer

1 week ago

Grand Rapids, United States Steelcase Full time


General Information

Country: USA

State: Michigan

City: Grand Rapids

Office Location: P.O. Box 1967 - - I - - -

Date posted: 25-Oct-2024

Business Function: Information Technology

Position Type: Full-Time/Regular

Description

Machine Learning Operations (MLOps) is the discipline that exists at the intersection of Data Science, Software Engineering, and DevOps to ensure the smooth production and maintenance of machine learning (ML) and other Data Science models.

The MLOps Engineer will work collaboratively with Data Engineering and Data Science to enable the successful deployment and management of models in production environments. Their goal is to automate and improve the process of model lifecycle management. They will ensure quality, minimize disruption, and maximize uptime - all in service of value delivery from analytic products. They tackle complex challenges that arise from the dynamic and data-dependent nature of Data Science models, making them an integral part of a productive Data Science Practice.

What you'll be doing:

  • Ability to collaborate on multi-disciplinary Agile teams to manage the Software Development Life Cycle (SDLC) of ML and other Data Science models.
  • Proficiency in programming languages (e.g. Python, Java, Scala) and scripting languages (e.g. Bash).
  • Proficiency in DevOps practices such as CI/CD pipelines, Infrastructure as Code (IaC), monitoring, and logging.
  • Experience with SQL in different databases (relational, NoSQL, Data Lake, etc.).
  • Experience with web backend development including designing and implementing APIs, preferably RESTful APIs.
  • Experience with ML model metrics to track for data drift and model drift, and manage model retraining.
  • Knowledge of ML basics (supervised and unsupervised learning, feature engineering, model evaluation, etc.) and ability to work with ML frameworks (e.g. scikit-learn and TensorFlow or PyTorch).
  • Knowledge of ML life cycle management frameworks (e.g. MLFlow) and ML platforms (e.g. Azure Machine Learning, Databricks Model Hosting).
  • Knowledge of data analytics libraries (e.g. PySpark, pandas, NumPy).
  • Knowledge of DevOps tools (e.g. Azure DevOps, Jenkins, Docker, Kubernetes).
  • Familiarity with generative AI, Large Language Models (LLMs) and other Foundation Model applications.
  • Functional understanding of firewalls and encryption.

Who you are:

  • Bachelor's degree required; advanced degree in Computer Science, Software Engineering Information Systems, Data Science, Mathematics, Statistics, or related fields is preferred.
  • Prior independent, academic, internship, or work experience in the "Skills/Abilities" outlined above is required.
  • Experience with cloud platforms such as Azure, AWS, or GCP for model deployment is preferred.
  • Experience with system integration in enterprise settings is preferred.
  • General knowledge of the manufacturing industry and business functions is preferred.

Who We Are:

Steelcase is a global design and thought leader in the world of work. Along with our expansive community of brands, we design and manufacture innovative furnishings and solutions to help people do their best work in the many places where work happens.

Why People Choose to Work with Us:

At Steelcase, we put people at the center of everything we do. We understand the role of work and believe that it can bring meaning and purpose to the lives of our customers and our employees. We prioritize supporting our employees both in and out of work, in all aspects of their lives. When we bring our talents together, we make a positive lasting impact through our work and communities.

What Matters to Us:

More than qualifications, we're looking for talent and potential. We are proud to have a diverse and inclusive workforce, and we're always looking to improve our global community. We value applicants who are comfortable interacting with people different from themselves, building mutual respect and positive relationships. We invite people from all backgrounds and genders to apply. If we can make the application process easier through accommodation, please email us at myhr@steelcase.com.

Steelcase provides employment opportunities to all qualified employees and applicants without regard to race, color, creed, genetic information, religion, national origin, gender, sexual orientation, gender identity and expression, age, disability, or veteran status and bases all employment decisions only on valid job requirements. We are proud to be recognized for our inclusive workforce by the Corporate Equality Index for the past nine years.

Steelcase is a MVAA- Silver Level Veteran-Friendly Employer. Steelcase recognizes the amazing experiences and skills that Veteran's possess. We encourage all Veterans and Veteran Spouses to apply.

Please see our Working at Steelcase Document for more detailed benefits and compensation information.

If you're interested in Steelcase, but this isn't the right time or role, join our Talent Community to be updated on future openings in your area(s) of expertise.

Applicants must be authorized to work in the United States on a full-time basis. We are unable to sponsor or take over sponsorship of an employment Visa at this time.

  • Machine Learning Operations Engineer

    4 weeks ago

    Grand Rapids, Michigan, United States Steelcase Full time

    About the Role:Steelcase is seeking a highly skilled Machine Learning Operations Engineer to join our team. As a key member of our Data Science and Engineering team, you will be responsible for ensuring the smooth production and maintenance of machine learning models.Key Responsibilities:Collaborate with Data Engineering and Data Science teams to deploy and...

  • Machine Learning Software Engineer

    8 hours ago

    Grand Rapids, United States Actalent Full time

    Main Responsibilities: Develop, deploy, and maintain machine learning (ML) and artificial intelligence (AI) models to enhance data-driven insights and automation processes. Collaborate with cross-functional teams to integrate machine learning algorithms and AI functionalities into applications. Implement MLOps practices to streamline the ML lifecycle,...

  • Machine Learning Engineer/ Data Scientist

    4 weeks ago

    Wisconsin Rapids, Wisconsin, United States Agile Solutions Full time

    About Agile SolutionsAgile Solutions GB Ltd is a data-driven company that helps its customers derive true value from their data. We provide advice, support, and delivery services across various industry sectors, covering data strategy, governance, and security, as well as data platform modernization, cloud, and customer intelligence. Our goal is to create...

  • CNC Machine Operator

    3 days ago

    Grand Island, United States Kohler Machine Products Inc Full time

    Job DescriptionJob DescriptionCNC Machine Operator Job SummaryWe are seeking a CNC Machine Operator to oversee the use of our computer numerical control machines. In this position, your primary responsibility is to program the machine to automatically produce metal parts for our manufacturing team. You may program the machines for milling, drilling, or lathe...

  • Laser Cutting Machine Operator

    4 weeks ago

    Grand Rapids, Minnesota, United States HyR-Up Solutions Full time

    Job SummaryWe are seeking a skilled Laser Operator to join our team at HyR-Up Solutions. The successful candidate will be responsible for setting up and operating laser cutting machines to produce high-quality products.Key Responsibilities:Load raw materials onto the laser cutting machine using a forklift.Clean the laser cutting head to ensure optimal...

  • Machine Technician

    4 weeks ago

    Grand Rapids, Michigan, United States Selig Group Full time

    Job DescriptionSelig Group is seeking a skilled Machine Technician to join our team. As a Machine Technician, you will be responsible for performing machine setups for product changes by changing out tooling, while maintaining a clean and organized work area.Key Responsibilities:Verify that setups are done properly to ensure reliable operation and quality...

  • Machine Operator

    2 months ago

    Grand Rapids, United States Kelly Services, Inc. Full time

    Kelly Services, Inc. - JobID: A7122EF6FAF74516ACB116CBE127F067 [Production Operator / Machinist] As a Machine Operator at Kelly Services, Inc., you'll: Operate equipment and/or second operation machines through various tasks such as inspecting, trimming, testing, fixturing, assembling and packaging products; Safely lift large panes of glass with a partner...

  • Machine Fabricator

    2 weeks ago

    Grand Rapids, Michigan, United States Opportunity Group, Inc. Full time

    Machine Builder Job DescriptionAt Opportunity Group, Inc., we are seeking a skilled Machine Builder to join our team.Key Responsibilities:Construct automated equipment and systems by proficiently assembling frames, fixtures, mechanisms, hydraulics, pneumatics, and electrical components.Work in close adherence to engineering drawings, electrical schematics,...

  • Screw Machine Operator

    4 weeks ago

    Grand Rapids, Michigan, United States Bosch Group Full time

    h3Job Summary/h3pWe are seeking a skilled Screw Machine Operator to join our team at Robert Bosch Fuel Systems, LLC. As a Screw Machine Operator, you will play a crucial role in setting up and operating screw machines to produce components according to specifications./ph3Key Responsibilities/h3ulliSet up screw machines according to job specifications,...

  • Machine Technician

    3 months ago

    Grand Rapids, United States Selig Group Full time

    The CompanyFounded in 1889, Selig Group is a global leader in the design and manufacture of closure liners and flexible packaging for food, beverage, pharmaceutical, health care, personal care, household, and industrial applications. Selig is known for its technical innovation, quality products and exceptional customer service. Selig’s global footprint...

  • Machine Builder

    1 month ago

    Grand Rapids, United States Opportunity Group, Inc. Full time $60,000 - $75,000

    Role: The Machine Builder plays a critical role in constructing automated equipment and systems by proficiently assembling frames, fixtures, mechanisms, hydraulics, pneumatics, and electrical components. Working in close adherence to engineering drawings, electrical schematics, and specifications, the Machine Builder ensures precise alignment and...

  • Operations Engineer

    6 days ago

    Grand Rapids, United States Steelcase Full time

    General Information Country: USA ...

  • CNC Programmer

    4 weeks ago

    Grand Rapids, Michigan, United States Jobot Full time

    CNC Programmer Job DescriptionWe are seeking a highly skilled CNC Programmer to join our dynamic team at Jobot. As a CNC Programmer, you will be responsible for developing, testing, and optimizing CNC programs using MasterCam to drive efficiency and productivity in our manufacturing process.Key Responsibilities:Develop, test, and modify CNC programs using...

  • CNC Machine Tool Service Engineer

    4 weeks ago

    Grand Rapids, Michigan, United States Swift Placement & Consulting Full time

    Job SummaryWe are seeking a highly skilled Field Service Engineer- CNC Machine Tools to join our team at Swift Placement & Consulting. As a key member of our technical support team, you will be responsible for providing exceptional maintenance and repair assistance to our customers on location or remotely.Key ResponsibilitiesCreating and updating technical...

  • Dish Machine Operator

    1 month ago

    Grand Rapids, Michigan, United States Shari's Cafe and Pies Full time

    Job Summary: We are seeking a skilled Dish Machine Operator to join our team at Shari's Cafe and Pies. As a key member of our kitchen staff, you will be responsible for maintaining the cleanliness and organization of our dishroom, ensuring that all equipment is in good working order, and assisting with the washing and storage of tableware and kitchenware.Key...

  • Machining Engineer

    2 days ago

    Grand Island, United States Diedre Moire Full time

    Machining Engineer - Multiaxis CNC Machines - Grand Island, NE Machining Applications Engineer Manufacturing Engineering Process Engineer CNC Programming Machine Tools Methods Development Tooling Configuration Mills Lathes Machining Centers _ . Seeking a degreed engin...

  • Senior Software Engineer with expertise in AI and Machine Learning

    2 weeks ago

    Grand Forks, North Dakota, United States Philadelphia Macaroni Company Full time

    Job RequirementsAs a Senior Software Engineer, you will be responsible for leading the development of AI and Machine Learning projects. Your expertise in these areas will enable you to drive innovation and growth within the company.Key Responsibilities:- Design and implement AI and ML solutions- Collaborate with cross-functional teams to develop and deploy...

  • Machine Operator

    4 weeks ago

    Grand Rapids, Michigan, United States WorkBox Staffing Full time

    Job Summary:As a Machine Operator with Workbox Staffing, you will be responsible for operating machines to produce high-quality products. This role requires attention to detail, manual dexterity, and the ability to work in a fast-paced environment.Key Responsibilities:Inspect parts as they come off the machine and place them in bins.Run machines to produce...

  • Machine Operator

    4 weeks ago

    Grand Rapids, Michigan, United States Adecco Full time

    Adecco Job OpportunityAs a Machine Operator at Adecco, you will be responsible for operating and maintaining industrial equipment to produce high-quality products. Your tasks will include monitoring equipment for any malfunctions or issues, adjusting machine settings to ensure proper production, and inspecting finished products for quality control.You will...

  • Senior Software Engineer with expertise in machine learning and data analysis.

    4 weeks ago

    Grand Prairie, Texas, United States In-home Therapy Services LLC Full time

    About the Role:We are seeking a skilled Software Engineer to join our team. The successful candidate will have experience in machine learning and data analysis.Key Responsibilities:Design and develop software applications using artificial intelligence and data mining techniques.Collaborate with cross-functional teams to identify business needs and develop...