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
€ 105KJob 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)