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Senior Machine Learning Engineer

2 months ago

California, United States UnitX Full time

About UnitX:

UnitX is a pioneering robotics company that's revolutionizing manufacturing efficiency with cutting-edge AI technology.


Our Mission:

To accelerate human productivity in manufacturing by developing and deploying computer-vision-driven robotics solutions that exceed industry standards.


Job Summary:

We're seeking a highly skilled Senior Machine Learning Engineer to join our team and contribute to the development of innovative robotics solutions that transform the manufacturing landscape.


Key Responsibilities:

  • Design and develop new machine learning algorithms that integrate with raw sensor data to detect defects and provide precise location information on high-resolution images or 3D inputs.
  • Engineer software that runs on production lines to efficiently execute algorithms in real-time, ensuring each decision is made within 20ms.
  • Develop metrics and tools to evaluate model performance and enhance visibility and interpretation of our system.
  • Pursue new solutions and push the boundaries of computer vision, exploring applications for critical missions in various fields.


Requirements:

  • Bachelor's degree in Computer Science, Mathematics, Physics, or a relevant technical field, or equivalent practical experience.
  • 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, with the ability to explain the rationale behind experiments and make informed decisions.
  • Resilience in uncertain and complex environments.

Preferred Qualifications:

  • Experience with image generation using diffusion models and other generative models.
  • Experience with model inference optimization.
  • Experience with non-ML computer vision algorithms.

What We Offer:

  • $180,000 - 220,000 + equity.
  • Full Medical, Dental, Vision, 401k.
  • Unlimited PTO.
  • Daily meals provided.