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Senior Machine Learning Engineer
1 month ago
Job Description:
We are seeking a highly skilled Senior Software Engineer with expertise in Machine Learning and Computer Vision to join our team at Belmont Lavan Ltd. As a key member of our engineering team, you will be responsible for designing, implementing, and optimizing machine learning algorithms for computer vision tasks specific to the automotive domain.
Responsibilities:
- Algorithm Development: Design and implement machine learning algorithms for computer vision tasks, ensuring high accuracy and efficiency.
- Data Preprocessing: Process and curate large-scale datasets, ensuring data quality and relevance for training and evaluation.
- Model Training and Evaluation: Train and fine-tune deep learning models to achieve optimal performance.
- Performance Optimization: Optimize models for real-time inference on embedded platforms, considering memory and computational constraints.
- Systems Engineering: Analyze requirements, test, and document systems to ensure seamless integration.
Qualifications:
We are looking for a candidate with a Master's degree in Computer Science, Electrical Engineering, or a related field. Proficiency in Python, C, and C++ is required, as well as a strong understanding of deep learning architectures (CNNs). Familiarity with automotive sensor data (cameras) is desirable. Experience with software tools such as TensorFlow, PyTorch, or Keras is also a plus.
Requirements:
Required skills include Autonomous Driving, C/C++, Embedded, Sensors, and Python. Preferred skills include DIE, Testing, and Languages (English, Swedish).
