Doctoral Researcher in Hardware-Aware AI for Analog and RF Circuits
Join Aalto University to develop AI models for energy-efficient 6G transmitters.
Best for:Best for candidates with a strong background in electrical engineering and machine learning.
Overview
Aalto University is seeking a Doctoral Researcher to join the Tiny Systems and Circuits group within the Department of Electronics and Nanoengineering. The role involves creating hardware-aware AI models for analog and RF circuits, contributing to the advancement of energy-efficient AI-driven 6G transmitters. The successful candidate will engage in model validation, hardware-algorithm co-design, and will have opportunities to publish research findings. This position also includes teaching responsibilities as part of the doctoral studies.
What you'll do
- Develop hardware-aware behavioral models of analog and RF circuits using Python.
- Validate models through circuit simulations and real-world measurements.
- Engage in hardware-algorithm co-design for AI-driven 6G transmitters.
- Publish and present research results at international conferences.
- Complete a doctoral thesis as part of the Aalto Doctoral Programme in Electrical Engineering.
- Participate in teaching activities related to doctoral studies.
Requirements
Degree required: Master’s degree in Electrical Engineering, Electronics, Microelectronics, Signal Processing, or a closely related field
Degree offered: PhD
Language: English; proficiency required
Instruction: English
Publications: Publication record is not explicitly required but is encouraged.
- Practical experience in machine learning with Python, including training neural networks in PyTorch or similar frameworks.
- Strong understanding of signals and systems and analog circuit theory.
- Excellent logical thinking and communication skills.
- Working proficiency in English.
- Candidates must hold a Master’s degree by the start of the position.
- No specific nationality or residency requirements mentioned.
Funding & terms
How to apply
Deadline: 2026-10-09T23:59:59 (Europe/Helsinki)
To apply, submit your application through the recruitment site by the deadline. Ensure all materials are in English and in PDF format. Incomplete applications will not be considered.
- CV
- Motivation letter (max. 1 page)
- Transcript of study records for MSc and BSc degrees
- Recommendation letter (max. 1, if available)
Contact
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