What are the responsibilities and job description for the Senior Machine Learning Engineer, Data Driven Simulation position at TORC Robotics?
About the Company
At Torc, we have always believed that autonomous vehicle technology will transform how we travel, move freight, and do business.
A leader in autonomous driving since 2007, Torc has spent over a decade commercializing our solutions with experienced partners. Now a part of the Daimler family, we are focused solely on developing software for automated trucks to transform how the world moves freight.
Join us and catapult your career with the company that helped pioneer autonomous technology, and the first AV software company with the vision to partner directly with a truck manufacturer.
Summary :
The Senior Machine Learning Engineer will shape the future of our data for autonomous trucking by contributing to our data driven perception simulation pipeline. In this role, you will be responsible for applying state of the art approaches for Neural Rendering in a scalable production setting, contribute to our data workflow and communicate with stakeholders such as machine learning and testing teams which rely on data from our simulation.
What you'll be doing :
- You will shape the future of our data for autonomous trucking by contributing to our data driven perception simulation pipeline. In this role, you will be responsible for applying state of the art approaches for Neural Rendering in a scalable production setting, contribute to our data workflow and communicate with stakeholders such as machine learning and testing teams which rely on data from our simulation.
- 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 and related domains to a production environment.
- Deliver key contributions to design, architecture and implementation of 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 sensor models for camera, LIDAR and RADAR and apply them to a Neural Rendering setting
What you need to succeed :
Bonus Points :
Perks of Being a Full-time Torc'r
Torc cares about our team members and we strive to provide benefits and resources to support their health, work / life balance, and future. Our culture is collaborative, energetic, and team focused. Torc offers :
Hiring Range for Job Opening
US Pay Range
177,300-$212,800 USD
At Torc, we're committed to building a diverse and inclusive workplace. We celebrate the uniqueness of our Torc'rs and do not discriminate based on race, religion, color, national origin, gender (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender identity, gender expression, age, veteran status, or disabilities.
Even if you don't meet 100% of the qualifications listed for this opportunity, we encourage you to apply.
Salary : $177,300 - $212,800
