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대학정보
Karlsruhe Institute of Technology

Postdoctoral Researcher (f/m/d) Algorithm-Hardware Co-Design for Real-Time AI in Particle Physics

등록일 : 2026-11-14
마감일
2026.12.16(수) 07:59D-32
기관유형
대학
학력
박사
직군
포닥
국가
독일
전공
물리/천문/대기,전자/전기/정보
근무지
Baden-Württemberg
근무유형
풀타임
근무형태
Fixed term; 2 years
근무시간
Full-time; flexible-hours schemes and remote-work options
급여액
66,800.00 to 81,900.00 EUR gross per year; Salary category 13 TV-L; classification is based on personal and professional qualifications.
Organization Logo
기관명Karlsruhe Institute of Technology
홈페이지http://www.kit.edu/english/index.php
유형대학

The position is embedded in our group at the Institute of Experimental Particle Physics (ETP), part of the Department of Physics at KIT. We work on trigger systems, tracking and physics analysis at the Belle II experiment. At the intersection of machine learning and real-time electronics, we develop algorithms and deploy them on FPGAs and other heterogeneous hardware. Our goal: trigger systems that process a large number of detector inputs within a tight latency budget and under high backgrounds, with algorithms designed together with the hardware they run on.

Your Tasks

Your tasks in detail:

  • Development of trigger algorithms for the Belle II upgrade, covering drift chamber tracking, global tracking and the electromagnetic calorimeter.
  • Taking these algorithms from design to running hardware, and leading the hardware deployment of our tracking work on AMD Versal.
  • Close collaboration with electronics engineers on firmware and hardware integration, and with our algorithm team on algorithm development.
  • Supervision of students and doctoral researchers.
  • Collaboration with the Belle II trigger community and the ErUM-Data DEEP partners, and presentation of your work at collaboration meetings, international conferences and in scientific papers.
  • If you have experience in this area, contributions to our work within DEEP on LLM-based agents for firmware development, verification or design-space exploration.

Your Profile

  • You hold a PhD in physics, electrical engineering or a related field.
  • You have developed firmware for FPGAs or comparable hardware, including your own implementations of machine learning models.
  • You have experience with verification and debugging on hardware.
  • You have a very good command of English.
  • Knowledge of German at level B1 or above is preferred.
  • Experience with any of the following is a plus: trigger or data acquisition systems in particle physics or a comparable real-time environment, reconstruction algorithms for tracking detectors or calorimeters, HLS, AMD Versal or AI Engines, LLM-based agents for firmware development.

We Offer

Science for Impact

Engage with topics of societal relevance — in an excellent scientific environment that enables change.

Career‑Building and Developmental Opportunities

We provide you with a structured onboarding program, a broad spectrum of continuing‑education options, and personalised support, thereby fostering your individual growth.

Flexible Working Hours

Take advantage of flexible‑hours schemes, remote‑work options, and a 30‑day annual leave entitlement to achieve an optimal work‑life balance.

Family-friendliness

The “KIT‑Family +” program assists you in reconciling work and family life by offering childcare services, holiday activities, a parent‑child office space, and assistance with caring for relatives.

Stay Healthy

Under the motto “Fit at KIT – Body, Mind and Soul,” we promote your well‑being through fitness classes and mental‑health programmes.

Individualised Extra Benefits

Enjoy a corporate pension (VBL), a €25 monthly contribution toward a JobTicket BW, plus a broad selection of cultural and recreational programmes.

Job location

Karlsruhe (and Eggenstein-Leopoldshafen)

Salary

Salary category 13 TV-L; classification is based on personal and professional qualifications.

Contract duration

2 years

For technical information, please contact

Prof. Dr. Torben Ferber
torben.ferber@kit.edu

If you have general questions about the application process, please contact

Raquel Carrasco Sanchez
Personalservice (PSE)
raquel.carrasco@kit.edu
+49 721 608-42016

At KIT we value the diversity of our employees; different perspectives and backgrounds enrich our work. We therefore welcome applications from all candidates. Women are especially encouraged to apply. Applications from recognized severely disabled individuals are given preferential consideration when qualifications are equal.

Application up to: 2026-12-15

Job posting number: 1272/2026

접수정보

접수정보는 로그인 후 열람 가능합니다.
채용마감까지 남은 시간
등록일
|
2026-11-14
마감일
|
2026-12-16
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