Senior ML Perception Engineer — Remote Robotics for Recycling

Sundayy; United States; Hybride; USD 162 000 - 170 000; Plein temps

Avantages offerts par ce poste

Health coverage

Dental & Vision insurance

Disability coverage

401(k) retirement plan

Flexible PTO & holidays

Remote work options

Résumé du poste

AMP Robotics seeks a highly skilled Machine Learning Engineer to advance perception capabilities in robotics. You will design and deploy DL/ML models for real-time perception, collaborating with AI data teams, ML modeling engineers, and cloud infrastructure staff to take ideas from concept to production.

You will drive experiments, validate model robustness, and contribute to scalable ML infrastructure. A strong background in PyTorch, statistics, and low-latency deployment is essential, with a

Qualifications

• Master’s degree in Computer Science, Machine Learning, or a related field, or equivalent work experience.
• 4+ years of experience developing production-level code in Python.
• 4+ years of experience implementing statistical models in operational environments.
• Proficiency with PyTorch and experience in deep learning research and development.
• Experience deploying models in low-latency, large-scale environments.

Responsabilités

• Design, develop, and optimize deep learning and machine learning models for perception tasks in robotics applications.
• Experiment with modern neural network architectures and techniques from current research publications.
• Translate research ideas into scalable, production-ready solutions that deliver measurable impact.
• Collaborate with cross-functional teams to define project requirements and integrate models into existing systems.
• Conduct rigorous experiments to validate model performance and robustness.
• Develop and maintain ML infrastructure, ensuring efficiency, scalability, and reliability.
• Serve as a subject matter expert in experiment design, statistical modeling, and deep learning methodologies.
• Support continuous improvement of model deployment pipelines and infrastructure.
• Contribute to knowledge sharing, documentation, and best practices within the team.

Connaissances

Python

PyTorch

Statistical analysis

Experiment design

Low-latency deployment

CI/CD

Collaboration

Formation

Master’s degree in Computer Science/ML

Outils

TensorRT

SQL databases

Description du poste

AMP Robotics seeks a highly skilled Machine Learning Engineer to advance perception capabilities in robotics. You will design and deploy DL/ML models for real-time perception, collaborating with AI data teams, ML modeling engineers, and cloud infrastructure staff to take ideas from concept to production.

You will drive experiments, validate model robustness, and contribute to scalable ML infrastructure. A strong background in PyTorch, statistics, and low-latency deployment is essential, with a