Remote Machine Learning Engineer

Summary

Join us and catapult your career with the company that helped pioneer autonomous technology, as a Machine Learning Engineer shaping the future of data for autonomous trucking by contributing to our data driven perception simulation pipeline.

Requirements

• BS or MS in computer vision, machine learning, computer science, computer engineering or related fields
• 3+ years of software development experience or a PhD in machine learning, Computer Vision, or related field
• Strong experience in Python and science libraries like Numpy, SciPy, Pandas and Matplotlib
• Experience with one or more deep learning framework such as PyTorch or TensorFlow
• Expert knowledge of the principles, algorithms and tools of applied Deep Learning, including model training strategies, data processing, cost functions, quality metrics, etc
• Experience with 3D Computer Vision or rendering algorithms
• Experience in applying machine learning towards rendering, 3D computer vision or related field, preferably multiple projects in these core areas
• Track record of successfully building and shipping products or open-source projects

Responsibilities

• Implement the latest research advances in Neural Rendering and related domains
• Advance modern simulation techniques by using state-of-the-art ML approaches and computer vision techniques
• Support implementing a neural rendering framework that allows to scale perception simulation
• Integrate the framework in a cloud environment and automate the pipeline to allow scaling for the target verification and validation of our autonomous trucks
• Develop a data workflow for the input and output to our pipeline

Preferred Qualifications

• Publication record in Computer Vision, Computer Graphics and Machine Learning conferences (e.g. SIGGRAPH, CVPR, NeurIPS, ICCV, ICLR, ICML ...) is a plus
• Kanban, Scrum or Scaled Agile development
• Experience developing sensor models, 3D simulation environments, rendering and ray tracing in a perception simulation environment (i.e., game engine or other similar simulation environment)
• Software and system troubleshooting and problem-solving with specific focus on system-level analysis, fault isolation and identification
• Experience with C++, C#, ROS for autonomous SW development and simulation tooling

Benefits

• A competitive compensation package that includes a bonus component and stock options
• 100% paid medical, dental, and vision premiums for full-time employees
• 401K plan with a 6% employer match
• Flexibility in schedule and generous paid vacation (available immediately after start date)
• Company-wide holiday office closures
• AD+D and Life Insurance