Remote ML Engineer — Production-Ready Computer Vision

AMP: AI-Powered Sortation for Waste and Recycling; Louisville (CO); Hybrid; USD 162,000 - 170,000; Full time

Benefits offered by this job

Medical insurance

Dental & Vision

401(k)

Flexible Time Off

Job summary

AMP Robotics is hiring a Machine Learning Engineer to develop and productionize deep learning models for perception on our robotics platform. The role focuses on building state-of-the-art computer vision, moving ideas from ideation to production, and collaborating across AI Data, ML modeling, and Cloud infra teams.

You will work fully remote with regular travel to AMP's Louisville CO HQ or join us in Louisville for hybrid/onsite work, with a competitive salary and comprehensive benefits

Qualifications

• Master’s degree in Computer Science/Machine Learning or similar, or equivalent combination of technical education and work experience.
• 4+ years' experience writing production-level code in python.
• 4+ years of experience implementing statistical models in production environments.
• Proficiency with professional software engineering practices; including coding standards, code reviews, source control management, build processes, testing, and operations.
• Strong familiarity with PyTorch.
• Strong familiarity with experiment design and experiment execution.
• Research fluency with a deep learning domain.

Responsibilities

• Experiment with modern neural network architectures or techniques driven by research publications.
• Design and implement machine learning perception solutions in new domains.
• Design and execute experiments to validate R&D deep learning approaches.
• When experiments have positive results, design a path to production to deliver impact to our facilities.
• Collaborate with AI Data Team project managers, ML modeling engineers, and Cloud infrastructure engineers.
• Serve as a subject matter expert for experiment design and statistical modeling for the Software organization, applying these skills to non deep learning projects when relevant.
• Help us support and improve our ML infrastructure.

Skills

Python

Production-grade ML

PyTorch

Experiment design

Statistical models

Software engineering

Deep learning

Computer vision

Low-latency deployment

Education

Master’s degree in CS/ML or related field

Job description

AMP Robotics is hiring a Machine Learning Engineer to develop and productionize deep learning models for perception on our robotics platform. The role focuses on building state-of-the-art computer vision, moving ideas from ideation to production, and collaborating across AI Data, ML modeling, and Cloud infra teams.

You will work fully remote with regular travel to AMP's Louisville CO HQ or join us in Louisville for hybrid/onsite work, with a competitive salary and comprehensive benefits