Remote Machine Learning Engineer, Data Driven Simulation

Description:

• The Machine Learning Engineer will shape the future of data for autonomous trucking by contributing to the data-driven perception simulation pipeline.
• This role involves applying state-of-the-art approaches for Neural Rendering in a scalable production setting.
• Responsibilities include implementing the latest research advances in Neural Rendering and related domains.
• The engineer will advance modern simulation techniques using state-of-the-art ML approaches and computer vision techniques.
• They will support the implementation of a neural rendering framework that allows scaling of perception simulation.
• The framework will be integrated into a cloud environment, and the pipeline will be automated for target verification and validation of autonomous trucks.
• Development of a data workflow for the input and output to the pipeline is also required.

Requirements:

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

Benefits:

• Torc offers a competitive compensation package that includes a bonus component and stock options.
• Full-time employees receive 100% paid medical, dental, and vision premiums.
• A 401K plan with a 6% employer match is provided.
• There is flexibility in schedule and generous paid vacation available immediately after the start date.
• The company provides company-wide holiday office closures.
• AD+D and Life Insurance are included in the benefits package.