3 часа назад
Manager, Machine Learning (AI)
187 580 - 275 117$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Manager, Machine Learning (AI) (Robotics and Computer Vision): Designing, building, and continuously improving machine learning systems for Orbit’s intelligent automation platform with an accent on multimodal robotic sensor data, generative AI, and industrial inspection. Focus on leading ML engineers, curating training datasets, evaluating model performance, and applying fine-tuning, model selection, and prompt engineering to challenging computer vision problems.
Location: Waltham Office, Massachusetts, United States
Salary: $187,580–$275,117 annual base pay
Company
develops advanced robots, including Spot, a quadruped robot used for industrial inspections at sites worldwide.
What you will do
- Lead a team of approximately five machine learning engineers.
- Research, prototype, and deploy models using multimodal data from robotic sensors.
- Develop systems that identify anomalous machine states, classify objects, and extract useful information from industrial sites.
- Establish methods for evaluating inspection model performance and curate datasets for training, fine-tuning, and evaluation.
- Improve model performance through fine-tuning, model selection, prompt engineering, and related strategies.
- Collaborate with full-stack engineers, product management, design, ML platform engineers, and robotics researchers.
Requirements
- BS with 10+ years of experience, or MS with 7+ years of industry experience, in computer science, machine learning, robotics, or a related field.
- Expert software development skills, particularly in Python.
- Strong knowledge of software architecture, design patterns, and performance optimization.
- Experience training, fine-tuning, and applying state-of-the-art generative AI models, preferably for computer vision.
- Experience with CUDA, PyTorch, common ML architectures, and ML workflows.
- Ability to follow the state of the art, identify product applications, solve challenging computer vision problems, and communicate findings clearly.
Culture & Benefits
- Work within the Spot Applications Organization on robotics and intelligent automation products.
- Collaborate across engineering, product, design, platform, and research functions.
- Medical, dental, and vision benefits.
- 401(k), paid time off, and an annual bonus structure.
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