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Senior Deep Learning Researcher
В офисеПолная занятостьAI & Machine LearningAutomotive
Join an autonomous-vehicle technology team developing large-scale, multitask neural networks for production vehicle systems. The role covers research, model development, optimization, and deployment for custom automotive hardware.
Обязанности
- Design and train deep learning models for autonomous vehicle systems.
- Develop neural network architectures and advanced training methods.
- Build production-ready deep learning pipelines from data preparation through deployment.
- Optimize model performance for custom hardware and tight computational constraints.
- Collaborate with software and hardware teams to deliver real-world AI systems.
Требования
- PhD in computer science or a related discipline; exceptional MSc candidates may be considered.
- At least 4 years of hands-on experience developing deep learning algorithms in Python.
- Experience building end-to-end deep learning pipelines covering data preparation, training, evaluation, and deployment.
- Proficiency with at least one deep learning framework, such as TensorFlow or PyTorch.
- Strong problem-solving skills and a research-oriented approach.
Будет плюсом
- Industry experience in deep learning or software development.
- Experience with hardware-aware model optimization.
- Familiarity with AWS, Docker, and Linux.
- Publications or contributions involving deep learning, neural architecture search, knowledge distillation, or multitask learning.