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24.11.2021

Internship in AI and Deep Learning for Timeseries Forecasting

  • 5400Baden-Dättwil, Aargau
  • Praktikum 100%

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Internship in AI and Deep Learning for Timeseries Forecasting

Hitachi ABB Power Grids is a pioneering technology leader that is helping to increase access to affordable, reliable, sustainable and modern energy for all. We help to power your home, keep the factories running, and our hospitals and schools open. Come as you are and prepare to get better as you learn from others. Bring your passion, bring your energy, and plug into a team that appreciates a simple truth: Diversity + Collaboration = Great Innovation

This project aims to develop and implement Artificial Intelligence/Deep Learning algorithms for timeseries forecasting, i.e., using data to predict the evolution of trajectories. One goal is to interpret the signals of machines in a similar fashion as human language is interpreted to have intelligent diagnostics and predictive decision making. To this end, state of the art Deep Learning methods, such as Convolutional Neural Networks, Recurrent Neural Networks, and Attention-based Models will be used to design both discriminative and generative models. Additionally, investigations in the fields of explainability, interpretability, and transparency will be made. Duration: 6+ months

Your responsibilities

  • Lead project with responsibilities including:
  • Conducting brief literature survey
  • Testing and implementing different Deep Learning architectures
  • Validating Deep Learning algorithms on real data
  • Communicating with stakeholders and documenting findings

Your background

  • Currently pursuing a degree in Computer Science, Mathematics, Control Theory, Engineering, Physics, or related discipline
  • Experience (courses, ideally projects) in either Machine Learning and Deep Learning and/or in Data, Signal, and Audio processing
  • Experience in Natural Language Processing is a plus
  • Python coding experience
  • Self-motivated and strong interest in conducting research and publishing results

More about us

Hitachi ABB Power Grids is a global technology leader with a combined heritage of almost 250 years, employing around 36,000 people in 90 countries. Headquartered in Switzerland, the business serves utility, industry and infrastructure customers across the value chain, and emerging areas like sustainable mobility, smart cities, energy storage and data centres. With a proven track record, global footprint and unparalleled installed base, Hitachi ABB Power Grids balances social, environmental and economic values, and is committed to powering good for a sustainable energy future, with pioneering and digital technologies, as the partner of choice for enabling a stronger, smarter and greener grid. www.hitachiabb-powergrids.com Interested in joining our team? If so, we look forward to receiving your full application (motivation letter, CV, references) only via our online careers tool. Hitachi Energy Switzerland Ltd.// Hitachi Energy Germany AG Marija Sikiric Talent Acquisition

Publication date

2021-11-24

Reference Number

CH52256007_E1

Basic Info
Ort Baden-Dättwil, Aargau, Switzerland
Jobtyp Full-Time
Vertrag Temporary

Arbeitsort:

5400Baden-Dättwil, Aargau

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