New Grad- Software Engineer, ML Ops
Symbotic is an automation technology leader reimagining the supply chain with its end-to-end, AI-powered robotic and software platform. The company is looking for a New Grad Software Engineer in ML Ops to assist in the development of computer vision solutions for autonomous robots, focusing on architecting software platforms and optimizing deployment pipelines.
Responsibilities
- Architect and scale our software platform to support current and future autonomous capabilities
- Collaborate with ML R&D teams to ensure new models meet deployment requirements
- Optimize the robotic hardware fleet deployment pipeline, streamlining processes from merge requests through testing to roll-out for systems using ONNX/TensorRT and custom hardware
- Maintain and improve edge computing infrastructure to meet real-time performance and reliability needs
- Create pipelines to train robotic machine learning systems including dataset curation, labeling, training, and evaluation metrics
- Double speed and efficiency of robotic system evaluation using simulation of hardware and mechanics
- Reduce mechanical hardware maintenance during robotic scale-up using data-driven diagnostics and alert systems
- Engineer state-of-the-art robotic software to increase performance of machine learning
- Design efficient compilation architectures to decouple hardware program inter-dependencies
- Structure docker compose configuration to balance robotic hardware sharing
Skills
- Bachelor's degree or above in computer science, software engineering, robotics engineering or related field
- Demonstrated experience with cloud-based infrastructure and services, including Google Cloud Platform (GCP) or Microsoft Azure
- Experience working with complex data systems, including data storage, telemetry data, and camera or sensor data
- Strong software engineering skills with expertise in at least one programming language and its ecosystem. You should be comfortable delivering high-quality, working code quickly and consistently
- Proficiency in Python or C++
Benefits
- Medical
- Dental
- Vision
- Disability
- 401K
- PTO
- Other benefits
Company Overview
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