Principal ML/Deep Learning Engineer in Yalantis

Principal ML/Deep Learning Engineer

Київ, Львів, Дніпро, Ларнака (Кіпр), Варшава (Польща), віддалено

We’re seeking an experienced Principal ML/Deep Learning Engineer who can steer and execute the technical strategy for their deep learning stack in their autonomous vehicle. This person would help improve models (training and model architecture), including using time-sequenced information. This position is a full-time freelance opportunity.

Responsibilities:

• Devise solutions and design neural networks for perception that run online on our autonomous vehicle.
• Provide technical and theoretical guidance to the deep learning team.
• Communicate and distil evaluations and results to the leadership.
• Help to design/improve our essential deep learning tools: data, evaluation, compute.
• Lead cross-functional efforts concerning interfacing with the other autonomy consumers and upstream/downstream components.

Requirements:

• Experience with training deep learning models using PyTorch.
• Proficient in working with LiDAR and RGB networks.
• Familiarity with 3D object detection.
• Bachelor’s or Master’s degree in Computer Science or a related field.
• Skilled in modern deep learning and Python frameworks such as PyTorch, TensorFlow, Numpy, and Scikit-learn.
• Up-to-date with the latest deep learning research, practices, and state-of-the-art techniques.
• Capable of iterating on machine learning models, including problem definition, data preparation, model development, debugging, evaluation, and deployment.
• Experience in automotive perception is a plus.
• Upper-Intermediate level of English.

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