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FR
Fraunhofer-Gesellschaft
16d ago

PHD Thesis: smart sensing for time- & energy-critical applications(m/w/x)

Cottbus
Full-timeWith Home OfficeExperienced
AI/ML
Data Science

Description

In this research role, you will drive innovation in smart sensing by developing AI-driven calibration and multimodal systems for time- and energy-critical applications in the field.

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Requirements

  • University degree in electrical engineering, computer science, physics, or comparable discipline
  • Experience with electronic system design and setups
  • Experience with microcontrollers or FPGAs is advantageous
  • Expertise in signal processing using statistical methods and machine learning
  • Experience with sensor systems in electronics and signal processing
  • Interdisciplinary knowledge in sensor technology and biology, physics, or chemistry
  • Experience building measurement systems and executing technical experiments
  • Basic knowledge of communication systems and networks is beneficial
  • Scripting experience in Python or comparable programming languages
  • Very good English proficiency (C1–C2)
  • Willingness to learn German
  • German skills at B1 level or higher is ideal
  • Self-organized and independent scientific research skills
  • Ability to present and publish scientific results in English

Education

Master's degree

Work Experience

approx. 1 - 4 years

Tasks

  • Investigate interactions between ultrasonic, optical, and chemical microsensors
  • Analyze environmental impacts on sensor signals and processing
  • Develop AI methods to streamline complex calibration processes
  • Manage the training and validation of AI calibration models
  • Design and implement complex multimodal sensor systems
  • Build standalone and networked embedded sensor solutions
  • Conduct laboratory testing and field experiments for sensor deployment
  • Extract relevant features and analyze sensor signal data
  • Develop pattern recognition and adaptive control methods

Tools & Technologies

microcontrollersFPGAsPython

Languages

EnglishBusiness Fluent

GermanBasic

Benefits

Mentorship & Coaching

  • Experienced doctoral supervision
  • Doctoral college networking
  • Fraunhofer TALENTA support program

Learning & Development

  • Personal and professional development
  • Seminars and lectures
  • Intensive induction training
  • Training and qualification opportunities

Informal Culture

  • Open and collegial working environment

Healthcare & Fitness

  • Sports and music activities

Team Events

  • Team events

Startup Environment

  • Innovative working environment

Flexible Working

  • Flexible working hours
  • Mobile working

Retirement Plans

  • Company pension scheme

Public Transport Subsidies

  • Job ticket

More Vacation Days

  • 30 days vacation

Corporate Discounts

  • Corporate benefits

Bonuses & Incentives

  • Performance-based variable remuneration
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