Doctoral Thesis - Automated Layout Synthesis for Scalable Quantum Computing Cryogenic Circuit D[...]

Your Role

As an industrial doctorate at Infineon, you will pursue a doctoral degree at a University and gain professional experience simultaneously - an ideal start for your career. Advance your research with us and profit from our vast network of doctoral candidates and the expertise of a university. Mentorship is handled by both professors and dedicated Infineon employees. The research is carried out in cooperation with the University of Technical University of Munich (TUM) and under the supervision of Prof. Dr. Robert Wille.

We offer a doctoral research position focused on next‑generation automatic placement and routing for quantum processing units. You will develop constraint‑driven algorithms that co‑optimize electromagnetic performance, thermal budgets, and manufacturability, and integrate them into end‑to‑end design flows combining C++ core engines with Cadence Virtuoso, SKILL/PCells, and Python automation. The methodology will be validated by building automatic physical‑design generators for analog cryogenic multiplexer arrays.

Ideal candidates have strong software engineering skills and experience developing EDA algorithms/tools. Familiarity with analog IC or cryogenic circuit design is a strong plus.

Key Responsibilities In Your New Role

• Digital Circuit Design: Develop parametric generators and constraint-driven layout templates for cryogenic multiplexer topologies; automatically size and place analog switches on the IC to produce DRC- and LVS-clean results
• Cryogenic Circuit Simulation: Integrate cryogenic device models and effects; perform operating-, process-, temperature-, and mismatch-aware circuit sizing (Monte Carlo); build simulation test benches and early design-space exploration flows
• Array-Level Design: Build array-level generators for scalable MUX matrices with calibration/trimming hooks if needed, parasitic models, and package-aware parasitic elements
• Global Routing Algorithm Implementation: Research and implement hierarchical, congestion‑aware global routing algorithms with multi‑objective cost functions and manufacturing-rule/keep-out abstractions for advanced interposer substrates
• Detailed Routing and Optimization: Develop grid-based detailed routing with ground stitching, via planning, and manufacturability (DFM) checks; target million-net scalability through partitioning, parallelization, and acceleration (including distributed and GPU-ready algorithms if necessary)
• Benchmarking and Evaluation: Establish evaluation metrics and benchmarks for both research tracks (generator runtime, area, power, parasitic effects, routability, wirelength, R‑C, DRC/DFM violations, runtime/memory scaling)
• Research Publication and Dissemination: Publish at premier EDA and quantum-engineering venues (DAC, DATE, ICCAD, ASP‑DAC, SMACD, IEEE TCAD, IEEE TQE, ACM TODAES)
• International Collaboration and Teamwork: Communicate and collaborate with our international analog design automation team and European CHAMP‑ION partners to guarantee the success of all the above activities

Your Profile

Qualifications And Skills To Help You Succeed

• Study Field: Master's degree in Electrical Engineering, Computer Science, or a closely related field (required to enroll in a doctoral program)
• Skills: Strong background in algorithms, computational geometry, EDA, and/or mathematical optimization; proficiency in Python and C++ (C++17/C++20 experience is a plus)
• Knowledge:
  • Knowledge of IC layout concepts, design-rule checking, and layout‑vs‑schematic verification
  • Knowledge of the Cadence Virtuoso software suite (schematic and layout entry) is a plus
• Experience:
  • Experience or strong interest in cryogenic electronics or mixed‑signal circuit design
  • Experience with parallel algorithms (OpenMP, standard parallel algorithms) and scalability on Linux/LSF clusters is a plus
  • Experience in Machine Learning (e.g., graph neural networks, reinforcement learning) and associated frameworks (Python/PyTorch) is a plus
• Interests:
  • Familiarity with the Unix/Linux operating system as a user — as well as experience in shell scripting
  • Familiarity with constraint programming and solvers (e.g., Gecode, OR‑Tools CP‑SAT) is a plus
• Personality: Self‑motivated, collaborative, and eager to publish; comfortable working at the intersection of academia and industry
• Language skills: Strong comprehension of the English language (conversation and writing)

Britta Johansson

This means we embrace diversity and inclusion and welcome everyone for who they are. At Infineon, we offer a working environment characterized by trust, openness, respect and tolerance and are committed to give all applicants and employees equal opportunities. We base our recruiting decisions on the applicant´s experience and skills.