Master Thesis Machine Learning (exjobb)

Location:

Vaesteras, Vastmanland County, Sweden

Job ID:

R0066247

Date Posted:

2024-12-03

Company Name:

HITACHI ENERGY SWEDEN AB

Profession (Job Category):

Administration & Facilities

Job Schedule: 

Full time

Remote:

No

Job Description:

The Opportunity

We are looking for a master thesis student at our R&D department, do you have a deep interest in applied machine learning and would like to join a multinational organization with lots of development opportunities. Our team is dedicated to creating a future where innovative digital technology brings cleaner energy to people around the world. If this opportunity excites you, we encourage you to apply!

How you'll make an impact

• You will explore the cutting edge reinforcement learning algorithms, methodologies, and tools, concentrating on approaches that are likely to enhance the speed of RL training on GPU systems.

• You will explore the key elements of FACTS power electronic converter control, learning how to efficiently parallelize certain components for improved speed and pinpointing the computational challenges that could hinder performance.

• Overseeing the programming and development setup essential for the thesis project, which encompasses a Python environment, a MATLAB environment, and a JAX/Triton/CUDA environment.

• Investigate the existing code, enhance it, and create a speedy prototype of a reinforcement learning environment optimized for GPU execution.

Your background

• Pursuing a master of science degree in engineering physics, electrical engineering, or computer science at a swedish university or through a partnership with one.

• Proficient in python with a solid background in deep learning concepts.

• Knowledge of RL, MATLAB, JAX, CUDA, Triton, Isaac Sim, power systems, state space models, and control methodologies is considered a valuable asset.

• You have a genuine interest in RL and programming.

More about us

Are you ready for an exciting new challenge? Does the above description sound like you? Applications will be reviewed on an ongoing basis, so don’t delay – apply today!  Recruiting Manager, Majid Fazlali, majid.fazlali@hitachienergy.com will answer your questions about the position.Don’t hesitate – apply today and let us learn more about you and the unique contributions you can bring to our team!