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Head of AI/ML

DoD Solution
Місто:
Львів
Рівень:
lead
Джерело:
jobs.dou.ua
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Що робити

  • Own the company’s AI/ML direction, roadmap, architecture, standards, and delivery.
  • Stay hands-on: design systems, write and review code, run experiments, and solve hard technical problems.
  • Lead the development of AI/ML systems for perception, decision-making, and autonomous behavior.
  • Choose the right methods for each problem, from classical algorithms to learning-based approaches.
  • Define the data, simulation, experimentation, metrics, and validation strategy.

Що очікуємо

  • Proven experience building and deploying production ML systems, with depth in computer vision and perception.
  • Deep understanding of neural networks, training, optimization, evaluation, and failure analysis.
  • Expert-level Python and PyTorch, with strong software architecture and engineering practices.
  • Ability to frame ambiguous learning problems and design effective experiments and validation.
  • Familiarity with classical CV, camera geometry, calibration, optical flow, or tracking.

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