Thesis/Internship/Working Student: Workload modeling of neural networks Part-time

Thesis/Internship/Working Student: Workload modeling of neural networks (f/m/div)
Would you like to be part of our AI research team and work in a highly innovative area? We are looking for a motivated student who wants to develop an analytical performance model to support the selection process of AI accelerator hardware for the next generation Automotive Microcontroller Platforms. This model is intended as the foundation for our application and function-level analysis of AI accelerators and basis for our platform definition. That means, you will get in touch with the upcoming Automotive AI accelerators and its implementation within the semiconductor industry. If you are interested in a long-term collaboration (min. 9 months) as intern, working student or to write your thesis, we are looking forward to your application!
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Location: Dresden
Job ID: HRC0909909
Start date: 01.11.2024

Type of employment: Part time
Length of contract: Temporary
Workplace type: Hybrid

Job description

• Holistic overview: You evaluate the benefits of neuromorphic principles in an heterogenous hardware environment
• Finding the best solution: You run simulations to benchmark the performance of different model implementations
• Reliable work: You integrate the processing chain of an automotive use case in our simulation tool
• Shape the future: You document the work and results for further research

Your profile

• Study field: You are currently studying Electrical Engineering, Computer Science or similar
• Skills: You are familiar with object-oriented programing; ideally with C/C++ and SystemC
• Experience: You have experience with Python; knowledge in deep learning or neuromorphic computing would be an advantage
• Way of working: You have good writing skills and an independent working style
• Availability: You would like to work with us for at least 9 months, whether as a working student (at least 20 hours per week), intern or for your final thesis
• Language skills: You have fluent English skills, both written and spoken

Please attach the following documents to your application:

• CV in English
• Certificate of enrollment at university
• Excerpt of the study regulations for the thesis or internship (if applicable)
• Latest grades transcript (not older than 6 months)
• High school report

Important information for working students:

• Working part-time: The focus is on studies. Therefore, working student is possible during the lecture period with a maximum of 20 hours per week.
• Proper students (according to the German law) are welcome: You must be enrolled, and the examination results or modules of your studies must not have been completed yet, so that you can still work in our team for at least 6 months. You must also not be in a semester of leave.
• You should live close to the site: It is important for us to work with you on site and to integrate you into the team. You should therefore be able to come to the site regularly.

Further links:Find out what we are looking for in your CV

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As a global leader in semiconductor solutions in power systems and IoT, Infineon enables game-changing solutions for green and efficient energy, clean and safe mobility, as well as smart and secure IoT. Together, we drive innovation and customer success, while caring for our people and empowering them to reach ambitious goals. Be a part of making life easier, safer and greener.
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The ATV division is shaping the future of mobility by enabling clean, safe, and smart cars. Its product and solution offering is powering the decarbonization and digitalization of vehicles. By driving the transition to hybrid and purely electric vehicles, ATV is making a valuable contribution to cleaner roads. ATV is also increasingly digitalizing cockpit, infotainment, comfort, and lighting applications as it takes automated driving to the next stage with higher levels of connectivity, security, and safety.
The ATV portfolio integrates sensors, microcontrollers, high-performance memories for specific applications, power semiconductors based on silicon and silicon carbide, as well as components for human-machine interaction and vehicle connectivity. Infineon is the world leader in automotive semiconductors.

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Does this sound like just the right challenge for you? If so, we look forward to getting to know you!
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Lina-Marie Minuth