Siemens Energy
我们拥有创新技术,我们拥有将想法变成现实的能力,我们帮助客户向更加可持续的世界转变,以此“为社会注入活力”。我们在全球拥有近 9 万名员工,共同塑造现在乃至未来的能源体系。
Grid Technologies
随着可再生能源比例上升、能源需求增长、电网基础设施老化和运营复杂性的日益增长,我们不仅需要开发新电网技术,也需要对现有电网进行持续的升级和改造。
关于职务
A Snapshot of Your Day
We are seeking an exceptional and visionary Principal AI Research Scientist to lead our research efforts in developing next-generation foundation models for power grid & substation applications. As a founding member of our new AI lab, you will play a pivotal role in defining our research agenda, driving innovation in algorithms, architectures, and methodologies for scaling AI models, and building and mentoring a world-class team. You will tackle fundamental research challenges with significant real-world impact, pushing the boundaries of AI to revolutionize the energy landscape and address critical challenges related to grid modernization, renewable energy acceleration and climate change mitigation.
This is a hands-on role that demands a strong research background and deep expertise in AI foundation models and ability to develop for creating transformational change.
How You’ll Make an Impact
- Conducting original, high-impact research in foundation models, specifically tailored for power grid data modalities and applications, and spearheading the development of novel deep learning architectures, algorithms, and training methodologies tailored for these
- Deeply investigating and advancing state-of-the-art research in relevant areas, adapting and integrating methods and techniques from public research
- Collaborating closely with AI engineers and domain experts to translate research breakthroughs into practical, scalable solutions deployable within real-world power grid systems
- Building and mentoring a high-performing research team, fostering a collaborative and innovative research culture within the newly formed AI lab, and driving rapid iteration and proof-of-concept (PoC) development to quickly validate research ideas
- Communicating research findings effectively to both technical and non-technical audiences (via technical blogs or publications in conferences and journals), and representing the lab externally at conferences and industry events
- Driving research projects forward independently, demonstrating strong initiative, problem-solving skills, and a results-oriented approach
What You Bring
- Master's or Ph.D. in Computer Science, Electrical Engineering, Physics, Mathematics, or a related quantitative field
- 5 or more years of research experience in Deep Learning, Machine Learning, or related areas, with a focus on developing and scaling innovative AI solutions. *Candidates with more experience can be considered for a higher level or vice-versa
- Experience building foundation models and related concepts, with direct prior experience in at least one of the following AI for Simulation/AI for Physics, Neural Operators, GNNs (Graph Neural Networks), Transformers
- Proven ability to design, develop, and implement novel deep learning architectures and algorithms
- Experience scaling solutions involving large datasets and complex models, utilizing large compute clusters
- Strong ability to work independently, rapidly iterate on ideas, and quickly develop and validate proof-of-concepts; Excellent communication, presentation, and teamwork skills, with the ability to lead and inspire a research team and collaborate effectively with diverse stakeholders
Preferred qualifications include: Publications in top-tier AI conferences and journals, contributions to open-source machine learning projects, and/or prior experience in a top AI research lab; Experience applying AI/ML to power systems, electrical grids, or related domains
About the Team
Join Siemens Energy new AI initiative to transform power grids! At our newly established AI Lab with powerful dedicated compute cluster, we are tackling the critical challenge of global grid congestion and revolutionizing antiquated grid operation and planning. We're combining 100 years of energy domain expertise with the latest advancements in AI foundation models for energy applications to fundamentally reshape the future of substations and power grids.
The AI Lab will be pioneering innovative and transformational solutions that will be productized and deployed across a large global footprint. This is your chance to drive a new way of thinking in the energy sector and build a more resilient and sustainable energy infrastructure.
Who is Siemens Energy?
At Siemens Energy, we are more than just an energy technology company. With ~100,000 dedicated employees in more than 90 countries, we develop the energy systems of the future, ensuring that the growing energy demand of the global community is met reliably and sustainably. The technologies created in our research departments and factories drive the energy transition and provide the base for one sixth of the world's electricity generation.
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
Rewards/Benefits
- Career growth and development opportunities
- Supportive work culture
- Company paid Health and wellness benefits
- Paid Time Off and paid holidays
- 401K savings plan with company match
- Family building benefits and parental leave
https://jobs.siemens-energy.com/jobs
#LI-CDS
法律规定给予平等就业机会
薪资透明不歧视条款
Siemens 遵守《11246 号行政令》,包括薪资透明不歧视条款。点击此处阅读更多 (.PDF) 。
加利福尼亚州隐私声明
加利福尼亚州居民有权接收关于个人信息的其他声明。点击此处阅读更多。