Sobre a função
Local
Alemanha
Bayern
Erlangen
Empresa
Siemens Energy Global GmbH & Co. KG
Organização
Grid Technologies
Unidade de negócio
Digital Grid
Período integral/meio período
Full-time
Nível de experiência
Experienced Professional
A Snapshot of Your Day
As the principal AI research scientist in our Grid Technologies AI Lab, you’ll lead cutting edge research that makes our vision of an autonomous power grid possible. In this role, you’ll combine your experience in cutting-edge AI research for power systems with our next generation hardware and global power system expertise and data to push the envelope of what is possible in the power system of the future. In the morning, you meet with thermal engineers about the physics of a transformer you will model. In the afternoon, you and your team run model training experiments on cutting edge hardware, logging your research results. Later, you meet with domain experts again to get more information that you can use to improve the model.
Passionate about the environment and climate change? Ready to be part of the future of the energy transition? The Siemens Energy Grid Technologies AI Lab is pioneering next generation AI tools for driving the energy transition.
Our team is looking for innovative, enthusiastic, and versatile data, digital, and AI professionals that will drive us forward on this exciting venture.
How You’ll Make an Impact
- Craft research questions that push the boundaries of what’s possible with AI in power systems.
- Conduct cutting-edge research in physics-informed AI, Graph Neural Networks, and Large Foundation Models for application to power grid tasks
- Develop and implement novel algorithms, techniques, and models using state-of-the-art approaches such as fine-tuning methods, federated learning, and knowledge distillation.
- Collaborate with the research team, as well as external partners, to enhance our research capabilities and drive innovation.
- Publish research findings in top-tier conferences and journals such as NeurIPS, ICML, and ACL, and present at industry events to showcase our advancements and maintain our position as an industry leader.
- Provide technical guidance and mentorship to junior researchers and engineers, fostering a culture of collaboration and continuous learning.
- Stay up-to-date on industry trends, competitor activities, and emerging technologies to ensure our research remains relevant and cutting-edge.
What You Bring
- Master’s Degree or PhD (preferred) in Computer Science, Artificial Intelligence, Simulation Science, or a related field.
- Experience in AI research, with a focus on novel AI techniques for power systems.
- Strong track record of published research and conference presentations in relevant fields, particularly at top-tier conferences such as NeurIPS, ICML, and ACL and other top scientific conferences.
- Proficient in Python, TensorFlow, PyTorch, and other relevant machine learning frameworks.
- Experience optimizing machine learning workflows to run on GPUs.
- Strong problem-solving skills, curiosity, and resilience: hard research challenges excited you to dive in.
- Strong communication and collaboration skills, with experience mentoring and guiding junior team members.
About the Team
Our Grid Technology division enables a reliable, sustainable, and digital grid. The power grid is the backbone of the energy transition. Siemens Energy offers a leading portfolio and solutions in HVDC transmission, grid stabilization and storage, high voltage switchgears and transformers, and digital grid technology.
Who is Siemens Energy?
At Siemens Energy, we are more than just an energy technology company. We meet the growing energy demand across 90+ countries while ensuring our climate is protected. With more than 94,000 dedicated employees, we not only generate electricity for over 16% of the global community, but we’re also using our technology to help protect people and the environment.
Our global team is committed to making sustainable, reliable, and affordable energy a reality by pushing the boundaries of what is possible. We uphold a 150-year legacy of innovation that encourages our search for people who will support our focus on decarbonization, new technologies, and energy transformation.
Find out how you can make a difference at Siemens Energy: https://www.siemens-energy.com/employeevideo
Our Commitment to Diversity
Lucky for us, we are not all the same. Through diversity we generate power. We run on inclusion and our combined creative energy is fueled by over 130 nationalities. Siemens Energy celebrates character – no matter what ethnic background, gender, age, religion, identity, or disability. We energize society, all of society, and we do not discriminate based on our differences.
Rewards/Benefits
- In addition to an attractive remuneration package in line with the market, you can expect an attractive employer-financed company pension scheme
- We also offer the opportunity to become a Siemens Energy shareholder
- We offer our employees the opportunity to work flexibly and remotely, and our inspiring offices provide space for collaboration and creativity
- The professional and personal development of our employees is very important to us. We provide them with the opportunities to learn and develop in a self-determined way, various attractive programmes and learning materials are available for this purpose
- In relation to the "compatibility of family and work", we have a wide range of offers, e.g. flexible working time models, childcare places at many locations, the possibility of trial part-time work or even a sabbatical
We value equal opportunities and welcome applications from people with disabilities.
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https://jobs.siemens-energy.com/jobs