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PhD - Property Prediction for Embedded (AI) Systems

PhD - Property Prediction for Embedded (AI) Systems

Robert Bosch GmbHRenningen, DE
PhD - Property Prediction for Embedded (AI) Systems.Robert-Bosch-Campus 1, 71272 Renningen, Germany.At Bosch, we shape the future by inventing high-quality technologies and services that spark enth...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
Sales Manager

Sales Manager

DSJ GlobalBaden-Württemberg
Unbefristet
Baden-Württemberg, Germany (Open to candidates across Germany).This client is a rapidly growing express logistics company who are expanding their presence across Europe. They specialize in providing...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
Global Business Process Specialist / Finance Expert- General Accounting Tax Integration

Global Business Process Specialist / Finance Expert- General Accounting Tax Integration

RocheWurttemberg, Germany
Vollzeit
We are looking for You to join Roche and our Roche Services & Solutions Center in Budapest!.Roche is a global healthcare company - founded 125 years ago in Basel, Switzerland, offering exceptional ...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
(Senior) Manager, Medical Science Liaison, Therapy Development, Transcatheter Mitral and Tricuspid Therapies (Germany)

(Senior) Manager, Medical Science Liaison, Therapy Development, Transcatheter Mitral and Tricuspid Therapies (Germany)

Edwards LifesciencesGermany, Baden, Wuerttemberg, Remote
Homeoffice
Vollzeit
Innovation starts from the heart.At Edwards, we put patients first.We invest a significant proportion of our revenue towards research and development to drive and develop groundbreaking medical inn...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
Sales & Business Development Manager (f / m / d)

Sales & Business Development Manager (f / m / d)

ExyteRenningen
As one of us, you will contribute to engineering excellence for the high-tech markets of the future, including semiconductors, batteries, pharmaceuticals, biotechnology, and data centers.At Exyte, ...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
PhD - Property Prediction for Embedded (AI) Systems

PhD - Property Prediction for Embedded (AI) Systems

Bosch GroupRenningen, BW, Germany
Company Description • •At Bosch, we shape the future by inventing high-quality technologies and services that spark enthusiasm and enrich people’s lives. Our promise to our associates is rock-solid : W...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
  • Gesponsert
Automation Architect (f / m / x) - Select Territory

Automation Architect (f / m / x) - Select Territory

IBM Deutschland GmbHEhningen, DE
A Technology Sales Engineer role within IBM's Automation brand means a career where you're a technical expert helping clients create a world with less repetitive work and more innovative de...Mehr anzeigenZuletzt aktualisiert: vor 15 Tagen
  • Gesponsert
Strategic Supplier Manager (m / f / d)

Strategic Supplier Manager (m / f / d)

Advantest Europe GmbHEhningen
Advantest - We enable tomorrowʻs technology.IoT, 5G and Artificial Intelligence.More than half of all the microchips produced worldwide first pass through our hands.As th...Mehr anzeigenZuletzt aktualisiert: vor 10 Tagen
German Speaking Google Ads Sales Account Manager in Barcelona

German Speaking Google Ads Sales Account Manager in Barcelona

Cross Border TalentsBaden-Württemberg, Germany
Vollzeit
Quick Apply
Join our dynamic team at Teleperformance in vibrant Barcelona and work on an exciting project with Digital Marketing Ads — a game-changing tool for businesses everywhere!.If you are tech-savvy, cre...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
Procurement Program Manager (m / f / d)

Procurement Program Manager (m / f / d)

HaysBaden-Wurttemberg
Procurement Program Manager (m / f / d).Permanent employment with our customer Baden-Wurttemberg Start date : asap Reference number : 760870 / 1. Diesen Job teilen oder drucken.At our client's company, you’...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
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PhD - Property Prediction for Embedded (AI) Systems

PhD - Property Prediction for Embedded (AI) Systems

Robert Bosch GmbHRenningen, DE
Vor 30+ Tagen
Stellenbeschreibung

PhD - Property Prediction for Embedded (AI) Systems

Robert-Bosch-Campus 1, 71272 Renningen, Germany

Full-time

Robert Bosch GmbH

Company Description

At Bosch, we shape the future by inventing high-quality technologies and services that spark enthusiasm and enrich people’s lives. Our promise to our associates is rock-solid : We grow together, we enjoy our work, and we inspire each other. Welcome to Bosch.

The Robert Bosch GmbH is looking forward to your application!

Job Description

Recent advances in deep learning (DL) provide high accuracy for various tasks targeting a wide range of applications ranging from Tiny ML that typically run on low power devices up to foundation and large language models running on cloud-based systems. One core discipline in the development process lies the modeling and performance estimation of the target system. With this work we want to push the boundaries of the current state of the art to adapt to the increasingly rapid development cycles with new approaches to faster predict and evaluate the performance behavior of future systems.

  • In this PhD project, you will investigate how to extract different hardware characteristics and the possible ways to model them at different levels of abstractions, efficiency, as well as accuracy.
  • You will inspect how to use these characteristics to predict performance for different workloads on a target hardware platform and across platforms.
  • As a part of our team, you will explore different novel machine learning based methods including their applicability and efficiency compared to the conventional modeling methods.
  • Furthermore, you will discover different machine learning compilers and their usage as part of the modeling workflow and the related optimizations that can facilitate more efficient as well as accurate predictions.

Qualifications

  • Education : excellent degree (Master or Diploma) in Electrical Engineering, Information Engineering, Microelectronics or Informatics
  • Experience and Knowledge : proficiency in programming languages (C / C++, Python, Matlab), good skills in modern mathematics, e.g. Machine Learning (TensorFlow, PyTorch, etc.), Solver, Neural Networks, knowledge of AI algorithms, experience in digital hardware, embedded systems as well as in SoC architectures
  • Personality and Working Practice : you enjoy being creative and asserting yourself in certain topics; you like working in a team and understand how to think in a structured, abstract, and strategic way to achieve the best possible performance
  • Languages : fluent in English, German is an advantage
  • Additional Information

    https : / / www.bosch-ai.com

    www.bosch.com / research

    Start : March 2025

    Please submit all relevant documents (CV, letter of motivation, certificates, and links to GitHub or kaggle account).

    Diversity and inclusion are not just trends for us but are firmly anchored in our corporate culture. Therefore, we welcome all applications, regardless of gender, age, disability, religion, ethnic origin or sexual identity.

    Need support during your application?

    Sarah Schneck (Human Resources)

  • 49(9352)18-8527
  • Need further information about the job?

    Falk Rehm (Functional Department)

  • 49(172)3504799