Siemens Careers

Machine Learning Expert (m/f/diverse) for Industrial Edge&AI

Fuerth, Germany
Research & Development

English (UK)

Job Description

Job ID: 95147
Location: Fuerth
Organisation: Digital Factory
Mode of Employment: Permanent / Full-time

Rethinking IT.

We have lots of ideas about how to successfully drive digitalization in companies. For example, with open cloud platforms, highly developed security systems, and clever tools for developers. What is your role in this? Move the world from behind the scenes with your IT expertise and passion for game-changing information technology. Rethink IT and steer projects in completely new directions. Be bold when others would have given up. In short, play a key role in driving digitalization forward! We’ll provide the resources you need to do this. We also offer a variety of opportunities to get involved and to be part of a global network of IT experts and professionals. Welcome to our world!

What part will you play?

We are looking for an expert in machine learning to help us extract value from our data. You will lead all the processes from data collection, cleaning, and preprocessing, to training models and deploying them to automation production.

The ideal candidate will be passionate about artificial intelligence and stay up-to-date with the latest developments in the field. Ambitious Young Professionals are also welcome!
  • As Machine Learning Expert you are responsible for understanding business objectives and developing models that help to achieve them, along with metrics to track their progress
  • Managing available resources such as hardware, data, and personnel so that deadlines are met
  • You will analyze the ML algorithms that could be used to solve a given problem and ranking them by their success probability
  • Furthermore, you will explore and visualize data to gain an understanding of it, then you identify differences in data distribution that could affect performance when deploying the model in the real world
  • You will verify the data quality and/or ensure it by data cleansing, as well as take over the supervision of the data acquisition process if more data is needed
  • You will define the validation strategy, the preprocessing or feature engineering to be done on a given dataset and the data augmentation pipelines
  • Additionally, you are responsible for training models and adjusting their hyper parameters. You will analyze model errors and develop strategies to overcome them
What you need to make real what matters.
  • You have successfully completed your university Master’s degree in computer science, electrical engineering or mathematics
  • You bring several years of experience and have proficiency with a deep learning framework such as TensorFlow, Cafe or Keras and a minimum of three years of professional experience in machine learning.
  • Additionally, you bring proofed experience in Python and libraries for machine learning such as scikit-learn and pandas
  • You score with an expertise in visualizing and manipulating big datasets
  • In addition, you have a proficiency with OpenCV and familiarity with Linux
  • You have professional English and good German skills
Make your mark in our exciting world at Siemens.

+49 (9131) 17-1717 - if you wish to discuss any initial questions with our recruitment team. The contact person handling this job ad is Alexandra Kleinlein. - if you would like to find out more about jobs & careers at Siemens.

As an equal-opportunity employer we are happy to to consider applications from individuals with disabilities.

Job ID: 95147

Organization: Digital Factory

Experience Level: Mid-level Professional

Job Type: Full-time

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