Job Summary:
Symbotic is an automation technology leader reimagining the supply chain with its end-to-end, AI-powered robotic and software platform. They are seeking a Senior ML Ops Engineer to assist in the development of deep learning perception models for autonomous robots, focusing on scaling algorithms and automating ML model processes.
Responsibilities:
• Implement and maintain state-of-the-art real-time perception solutions using Python, C++, Docker, and other modern tools.
• Build high quality software in a dynamic fast-paced environment.
• Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress.
• Build in-cloud infrastructure to process and gain insights into large datasets and machine learning models performance.
• Explore and visualize data to gain an understanding of it, then work with developers to curate and control training and testing data.
• Design and build dashboards and metrics to monitor perception solutions.
• Deploy models using state of the art ML infrastructure and quickly analyze and refine model output.
• Collaborate with the Perception team and with other teams to drive best practices and improve quality standards.
• Write requirements and documentation for peers and for leadership to drive implementation and establish short- and long-term development and gains.
Qualifications:
Required:
• A minimum of Master’s degree in a related discipline (i.e. Computer Science, Electrical Engineering, Mechanical Engineering, Mathematics, etc.)
• Minimum of 6 years of professional experience developing software applications and deploying on AWS/GCP/Azure.
• A good grasp of CI/CD pipelines, Docker, Kubernetes and IaC (Infrastructure-as-code) tools like Terraform, CloudFormation and Helm.
• Experience working with relational and non-relational databases, data warehousing, and data streaming frameworks.
• Familiar with concepts like firewalls, encryption, VIPs.
• Experience deploying and monitoring ML models at scale.
• Be easy to collaborate with, flexibility in thinking, have a sense of humor.
• Solid software engineering skills with an expertise in at least one language and its associated stack. The ideal candidate will check-in working code quickly and consistently.
• Ability to understand and help design a modern perception of hardware and software stack for a complex robotics system.
Preferred:
• Experience implementing portable solutions using containers both in cloud and on edge.
• Experience with ML cloud computing models and tools (WandB, TFX, TensorBoard, KFP, etc.)
• Need to own a perception sub-system.
• Be easy to collaborate with, flexible in thinking and have a good sense of humor.
Company:
Symbotic is a provider of integrated supply network automation solutions for warehouses and distribution centers. Founded in 2005, the company is headquartered in Wilmington, USA, with a team of 1001-5000 employees. The company is currently Late Stage.