Senior ML Operations Engineer

1 week agoSeniorSalary: 120K - 165KWilmington, MA - HQ Hybrid Full Time Ai Jobs by Symbotic Inc.

Skills

Azure Ci/Cd Computer Vision Docker Gcp Git Jenkins Kubernetes Machine Learning Mlops Onnx Python Pytorch Robotics Sql Telemetry Tensorflow Tensorrt

Candidate Availability

Hybrid · Wilmington · Required

Required and preferred rules are kept separate and reflect the wording in the original posting.

About the Role

You will build deployment infrastructure and data pipelines for machine learning systems used by robotic fleets. You will productionize models, develop health-monitoring and telemetry solutions, automate model rollout and validation, create simulation environments, and improve reliability and performance across production systems.

Requirements

At least 4 years of related experience
Python development experience
Experience building machine learning models from scratch
Experience with PyTorch or TensorFlow
Experience with predictive modeling and time-series analysis
Experience with Kubernetes, Docker, Git, Jenkins, and CI/CD
Experience with SQL and large-scale data systems
Azure or GCP experience
Bachelor's degree in Computer Science, Robotics, Software Engineering, Machine Learning, or a related field

Responsibilities

Build and improve machine learning deployment infrastructure for robotic fleets
Transition machine learning models from experimentation into production
Design predictive health-monitoring solutions for robotic assets
Create automated monitoring, telemetry analysis, dashboards, and KPI reporting
Develop data pipelines for curation, labeling, training, validation, and model evaluation
Deploy and optimize models using ONNX, TensorRT, Docker, and edge platforms
Develop simulation and validation environments
Contribute Python development and machine learning model architecture design

Benefits

Medical insurance
Dental insurance
Vision insurance
Disability insurance
401K
PTO
Business travel expenses reimbursed bi-weekly