Deep Learning Engineer - Motion Planning Algorithms
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Job Description
Imagry is looking for a dedicated Deep Learning Engineer to join our dynamic Motion Planning team. You will play a pivotal role in developing and optimizing deep learning models focusing on motion planning and decisionmaking algorithms for autonomous driving systems. If you are passionate about pushing the boundaries of autonomous vehicle technology through cuttingedge AI and machine learning approaches we d love to have you on our team.
Responsibilities:
- Design and implement deep learning models for supervised and reinforcement learning tasks focusing on motion planning algorithms.
- Collaborate crossfunctionally with teams to ensure smooth integration of learningbased models with existing perception and control systems.
- Optimize and finetune models using the PyTorch framework ensuring efficient execution and scalability for realtime applications.
- Conduct thorough experiments and evaluations to assess and improve model performance based on key metrics.
- Stay updated with the latest research and trends in deep learning supervised learning and reinforcement learning for autonomous vehicle technologies.
- Maintain code quality through peer reviews adhere to best coding practices and ensure proper documentation of processes and experiments.
Requirements :
- Proficiency in Python and C for deep learning and algorithm development.
- Strong experience with deep learning frameworks particularly PyTorch (experience with TensorFlow is a plus).
- Solid understanding of supervised learning and reinforcement learning concepts.
- Familiarity with model evaluation metrics and various techniques for improving model accuracy and robustness.
- Experience in data preprocessing and feature engineering for deep learning tasks.
- Strong knowledge of statistics and estimation methods.
- Comfortable with both classical modeling techniques and advanced deep learning methods.
- Problemsolving mindset with the ability to work independently.
- Strong teamwork and communication skills to collaborate effectively across teams.
Preferred Qualifications:
- Prior experience with algorithms for autonomous driving (vision motion planning control).
- Familiarity with planning algorithms in the context of autonomous systems.
Remote Work :
Yes
Employment Type :
Fulltime
Employment Type
Full-time
