Machine Learning Engineer
Magna International Inc.22 days ago
Iaşi, Romania or Timişoara, RomaniaMid Level
Responsibilities
- Research state-of-the-art architectures, algorithms, and new solutions for potential automotive products.
- Propose and contribute to new proof-of-concept projects.
- Build proof-of-concept projects from scratch, including data collection, annotation, cleaning, model creation, training, optimization, and demonstrations.
- Implement vision and signal-processing algorithms to support research activities.
- Optimize existing implementations for core product development and reuse existing developments.
Requirements
- At least two years of professional experience in machine learning.
- Hands-on experience with computer vision applications including object detection, classification, segmentation, prediction, or tracking.
- Strong knowledge of machine learning for classification, clustering, segmentation, optimization, and regression problems.
- Proven experience constructing, training, evaluating, and optimizing ML models for production or proof-of-concept projects.
- Strong knowledge of convolutional neural networks and Transformer architectures.
- Strong knowledge of PyTorch, TensorFlow, or Keras.
- Strong Python knowledge, including virtual environments, NumPy, JupyterLab, OpenCV, and scikit-learn.
- Knowledge of C/C++ is a plus.
- Knowledge of embedded systems or ARM architectures and development is a plus.
- Knowledge of DevOps and MLflow/MLOps skills is highly appreciated.
- Understanding of Windows, Linux development, and object-oriented programming.
- Experience with ROS2, AWS, or Databricks is advantageous.
Benefits
- Annual gross salary starting from 140,000 RON, excluding additional benefits.
- Flexible working hours and hybrid work arrangement.
- Health and wellbeing programs.
- Meal allowance of 35 RON per day through meal tickets.
- Team events and company initiatives.
- Extensive training and internal development opportunities.
- Regular, permanent employment.
Categories
About Magna International Inc.
Magna International is a public Canadian automotive supplier that designs and manufactures vehicle systems, modules, and electronics for global automakers, and also builds complete vehicles through Magna Steyr. Founded in 1957 and headquartered in Aurora, Ontario, it operates worldwide as a Tier-1 supplier across body, seating, powertrain, ADAS, and electrification. Its common shares trade on the TSX (MG) and NYSE (MGA).