AI & Machine Learning Engineer - Sensor Fusion & Situational Awareness M/F

Collective
München, Germany
10 days ago

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English, German
Compensation
€ 105K

Job location

München, Germany

Tech stack

Artificial Intelligence
Embedded Software
Python
Machine Learning
TensorFlow
Sensor Fusion
Data Streaming
PyTorch
Information Technology

Job description

Missions As an AI & Machine Learning Engineer, your missions will include:

  • Processing and analyzing large volumes of real-world sensor data collected in operational environments
  • Designing, training, and optimizing machine learning models to classify signals and interpret complex, noisy data streams
  • Developing advanced sensor fusion algorithms combining machine learning techniques with classical state estimation methods such as Kalman filters
  • Translating ML prototypes into efficient algorithms deployable on embedded systems, in collaboration with embedded software teams
  • Optimizing and quantizing ML models to run on resource-constrained edge hardware
  • Developing predictive models capable of anticipating environmental changes and entity movements
  • Validating and improving algorithms using simulation environments and real-world data from field tests

Requirements

  • You must have a degree in Computer Science, Machine Learning, Robotics, Physics, or a related field
  • You have proven experience in applied machine learning and sensor data processing
  • You have strong experience with modern ML frameworks such as PyTorch or TensorFlow
  • You possess solid programming skills in Python and good proficiency in C++ for algorithm deployment on embedded systems
  • You have a strong understanding of sensor fusion, tracking, and localization concepts
  • You are comfortable working with imperfect real-world datasets and extracting meaningful insights from noisy inputs
  • Fluent English is required and German is strongly appreciated
  • Eligibility for German security clearance (SÜ2/Ü2) is required: German or EU citizenship is mandatory

Benefits & conditions

Salary: 65-105k€ (Annuel)

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