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Senior Machine Learning Engineer - Los Angeles, United States - UnitX
Description
Job Title:
Senior Machine Learning Engineer
About Us:
UnitX is building the world's best robotics product to accelerate human productivity in manufacturing. UnitX is a fast-moving startup with a team from Stanford and Google. Since inception, UnitX has shipped 500+ mission-critical systems across 61 of the world's leading manufacturers' production lines. Every year, $2.8B dollar worth of products (think EV batteries) go through UnitX AI inspection system to ensure quality.
Join us for the rare opportunity to work on computer-vision-driven products that go beyond the state of the art and that improve global manufacturing efficiency.
What You'll Do:
You will develop new algorithms that consume raw sensor data input to detect defect segmentation and location information on high-resolution images or 3D inputs, with pixel-level precision.
You will engineer software that runs on the production line to efficiently execute our algorithms in real time with each decision under 20ms.
You will develop metrics and tools to evaluate various model performance and improve visibility and interpretation of our system.You will explore new solutions and push the boundaries of the field including using Stable Diffusion, SAM and build applications for critical missions in the fields.
Who You Are:
Bachelor's degree in Computer Science, Mathematics, Physics, or a relevant technical field, or equivalent practical experience. Solid foundational and applied math knowledge.
5+ years of work experience, with at least 2 years of experience in building machine learning models for computer vision in production.
Strong theoretical background and practical experience in Deep Learning, with proficiency in PyTorch or Tensorflow. Excellent Python skills for writing efficient and maintainable solutions in large code bases.Strong communication and decision-making skills. Ability to explain the rationale behind experiments and make decisions to balance exploration and exploitation.
Resilience in uncertain and complex environments.
Preferred Qualifications
Experience with image generation with diffusion models and other generative models.
Experience with model inference optimization
Experience with non-ML CV algorithms
Compensation & Benefits
$180, ,000 + equity
Full Medical, Dental, Vision, 401k
Unlimited PTO
Daily meals provided
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