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Machine Learning Operations (ML Ops) Engineer (f/m/d) [all levels]

Location 伍珀塔尔, Nordrhein-Westfalen, 德国

职位 ID J000642819

申请

#GPO

Your Role:

  • Automation of Machine Learning training and test pipelines

  • Implementation of traceability concepts between data and Machine Learning models

  • Deployment of Machine Learning training and test runs on local workstations, local cluster, or cloud solutions

  • Configure web-based dashboard for tracking and monitoring of the entire ML development lifecycle (data management, training progress, model version control, etc)

  • Working in an Agile SW development team (SCRUM)

Required Qualifications:

  • Master's degree in computer science, electrical engineering or related field, or similar qualification

  • Practical experience with setting up and managing Machine Learning training and data pipelines in production

  • Solid knowledge in at least a few of the following tools: Docker, Kubernetes, Airflow, Mesos, SLURM, MLFlow, Metaflow

  • Strong software development skills in Python. You have a passion for clean, well-tested, and documented code.

  • Fluent in English. Excellent written and verbal communication skills & good interpersonal skills

Preferred Qualifications:

  • Practical experience with Linux, version control systems (Git), build systems (Make, CMake, Autotools) and code review tools (Gerrit, Gitlab, Bitbucket)

  • Knowledge in C/C++, JavaScript

Aptiv Benefits

  • In addition to an attractive compensation package, Aptiv offers 30 days of vacation

  • A secure, permanent employment awaits you with the opportunity for continuous internal development in an international environment

  • Access to internal and external training, coaching and certifications to help you develop your skills and knowledge

  • We provide special recognition for innovation and outstanding performance

  • A very international environment and cooperation with experts at eye level awaits you

  • You have the chance to get involved in CSR activities

  • At Aptiv, you will have the opportunity to actively shape the future of mobility with state-of-the-art technology (e.g. e-mobility and autonomous driving) in partnership with almost all global OEMs

Some See Differences. We See Perspectives that Make Us Stronger.

Diversity and Inclusion are sources of innovation and creativity, both of which are essential to Aptiv’s success. Everyday our diverse team comes together, drives innovation, pursues solutions, and meets challenges using their unique abilities, perspectives and talents, changing what tomorrow brings. When you join our team, you’ll get encouraged to think boldly, express your viewpoint and innovate as a matter of habit.

Some See Technology. We See a Way to Make Connections.

At Aptiv, we don’t just see the world differently; we work to change reality. That means developing technology that rewrites the rules of what’s possible in the pursuit of making transportation safer, greener and more connected. Today there are more than 180,000 of us globally, located in 46 countries, and united by one mission. Join the movement and together, let’s change tomorrow.

Are you interested in this job? Awesome! We look forward to receiving your application.

If you have any questions or would like to find out more about the position and Aptiv, please contact Ms. Viktoria Behm, Talent Acquisition Specialist. She is happy to assist you and is available at 00 49 202 291 2430 or by e-mail at viktoria.behm@aptiv.com.

Applications from severely disabled persons and persons of equal status will be given preferential consideration in the event of equal suitability.

Privacy Notice - Active Candidates: https://www.aptiv.com/privacy-notice-active-candidates

Aptiv is an equal employment opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, gender identity, sexual orientation, disability status, protected veteran status or any other characteristic protected by law.

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