Senior Machine Learning Engineer - Data Driven Simulation

October 8, 2024

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Torc Robotics

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Torc Robotics is an innovative company focused on commercializing self-driving trucks for long-haul freight transportation. As an independent subsidiary of Daimler Truck, the company is developing autonomous technology, primarily focusing on the Freightliner Cascadia. Torc is committed to safe transportation, continuously improving its solutions through rigorous testing and integration of industry-leading sensors. It collaborates with fleet management companies to deploy real-world autonomous solutions, aiming to lead the industry in autonomous trucking.

autonomous vehicles • automotive autonomy • self-driving cars • autonomous mobility • autonomous trucks

501 - 1000 employees

Founded 2007

🚗 Transport

🔧 Hardware

🤖 Artificial Intelligence

📋 Description

• The Senior Machine Learning Engineer will shape the future of our data for autonomous trucking. • Responsible for applying state of the art approaches for Neural Rendering in a scalable production setting. • Advance modern simulation techniques by using state-of-the-art ML approaches and computer vision techniques. • Monitor, evaluate, and integrate the latest research advances in Neural Rendering. • Deliver key contributions to design, architecture and implementation of a neural rendering framework. • Integrate the framework in a cloud environment and automate the pipeline.

🎯 Requirements

• BS, MS or PhD in computer vision, machine learning, computer science, computer engineering or related fields. • 5+ 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. • Experience with 3D Computer Vision or rendering algorithms. • Experience in applying machine learning towards rendering, 3D computer vision or related field. • Track record of successfully building and shipping products or open-source projects.

🏖️ 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.