Machine Learning Engineer Automotive (Customer Facing) (f/m/div)
Infineon Technologies2 months ago
Stockholm, SwedenSenior
Responsibilities
- Design, train, validate, and optimize machine learning models for automotive applications on Infineon microcontrollers.
- Collaborate with sensor, system, application, customer, and internal experts to identify and evaluate Edge AI use cases.
- Collect, analyze, and preprocess automotive sensor and system data, and define data collection and labeling strategies.
- Develop validation methodologies to ensure robust machine learning model performance under real-world operating conditions.
- Deploy machine learning models on resource-constrained devices using optimization techniques including quantization and compression.
- Develop proofs of concept, demonstrations, and customer reference implementations for automotive Edge AI solutions.
- Participate in customer workshops, technical presentations, and solution reviews.
Requirements
- Bachelor’s, Master’s, or PhD degree in Computer Science, Machine Learning, Electrical Engineering, Embedded Systems, Artificial Intelligence, or a related technical discipline.
- At least 5 years of relevant professional experience in machine learning, embedded systems, automotive software development, or related fields.
- Strong understanding of supervised and unsupervised learning, time-series analysis, signal processing, and deep learning.
- Hands-on experience with TensorFlow, PyTorch, Scikit-learn, ONNX, or equivalent frameworks.
- Experience with TinyML, model optimization, quantization, compression, feature engineering, and real-time inference.
- Strong programming skills in C, C++, and Python, with familiarity with RTOS concepts, performance profiling, and automotive-grade microcontrollers.
- Understanding of automotive electronics, software architectures, and development processes.
- Experience with software integration for safety-critical or real-time systems.
- Familiarity with AUTOSAR and ISO 26262 is advantageous.
- Exposure to automotive radar, inertial or acoustic sensing, motor control, battery management systems, or industrial sensing applications is advantageous.
- Fluency in English.
Categories
About Infineon Technologies
Infineon Technologies designs and manufactures semiconductors for automotive, industrial, and IoT applications, including power devices, microcontrollers, sensors, and security ICs. The Germany-based public company, spun out of Siemens in 1999 and headquartered in Neubiberg near Munich, sells chips and reference solutions to OEMs and device makers worldwide. It trades on the Frankfurt Stock Exchange (ETR: IFX) and expanded its portfolio with the 2020 acquisition of Cypress Semiconductor.