AI Engineer (m/f/d)

  • Nordex SE
  • Hamburg, Germany
  • 01/12/2021
Full time Machine Learning Big Data Artificial Intelligence Software Engineering

Job Description

ABOUT THE NORDEX GROUP

The manufacture of wind energy plants in the on-shore segment has been our core competence and passion for around 35 years. With more than 37 GW installed capacity worldwide, our turbines supply sustainable energy to more than 80% of the global energy market and we are one of the largest companies in the wind industry. National subsidiaries in more than 30 markets and production facilities in Germany, Spain, Brazil, the USA, Mexico and India offer our more than 8,500 employees the opportunity for international and intercultural cooperation.

We are growing and together driving forward the expansion of alternative energies worldwide - if you wish, from now on with you. Join the #TeamNordex

AI Engineer (m/f/d)

REQUISITION ID: 2222LOCATION: Hamburg, DEDEPARTMENT: Service

Main task is to develop concepts for predictive solutions in wind farm analytics in collaboration with engineers and technicians and to implement the solutions in an AI environment. The position requires profound skills and experience in Data Science, Statistics (probabilistic models, time series analysis) and Machine Learning in combination with programming skills (R, Tensorflow, Keras) and IT knowhow (databases, DevOps, MLOps). Technical understanding is necessary to collaborate with experts and to develop appropriate solutions.

YOUR TASKS

  • Build end-to-end machine learning and data science solutions
  • Engage with internal and external experts to identify opportunities for the application of predictive maintenance or machine learning in general
  • Develop data pipelines to deploy models on on-premise infrastructure or the cloud
  • Build and test proofs-of-concept in controlled environments, and scale-up for use in production
  • Collaborate with fellow ML experts and data engineers to improve performance of existing ML solutions
  • Build solutions to monitor performance and accuracy of models in deployment, and take corrective measures where necessary

YOUR PROFILE
Required

  • Education background in computer science or comparable stream
  • Strong skills programming in R
  • 1-3 years of experience developing data science applications
  • 1-3 years of experience developing complex machine learning models included demonstrated use of XGBoost and Keras/Tensorflow
  • 1-3 years of experience building performant and accurate models on big data
  • Experience deploying ML models to the cloud using CI/CD workflows and Docker
  • Experience working in agile projects
  • Fluent in English; ability to speak Spanish or German is a plus
  • Constant learner to stay on top of technology developments for continuous improvement of solutions

Desirable

  • Experience working in wind industry or industries where heavy machinery operate
  • Extensive knowledge of ML frameworks, data structures and modelling, and software architecture to build cloud-friendly solutions
  • Basic understanding of Python/Matlab welcome

Nordex adheres to a policy of equal employment opportunity. All employment decisions are made without regard to religion, age, sex, color, national origin, handicap, or other protected class and are in full compliance with all federal and state laws.

Severely disabled applicants and applicants of equal status will be given special consideration in the event of equal suitability.