Machine Learning Software Developer
3 weeks ago
TORC Robotics is a leading company in autonomous vehicle technology, and we are looking for an experienced Senior Machine Learning Engineer to join our team. In this role, you will be responsible for advancing modern simulation techniques by using state-of-the-art ML approaches and computer vision techniques.
Main Responsibilities:
- 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 for scaling 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
To succeed in this role, you should have:
- A BS, MS, or PhD in computer vision, machine learning, computer science, computer engineering, or a related field
- 5+ years of software development experience or a PhD in machine learning, Computer Vision, or a related field
- Strong experience in Python and science libraries like Numpy, SciPy, Pandas, and Matplotlib
- Experience with one or more deep learning frameworks 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.
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Senior Machine Learning Developer
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Fort Worth, Texas, United States TORC Robotics Full timeWe are seeking an experienced Senior Machine Learning Engineer to contribute to our data-driven perception simulation pipeline. In this role, you will apply state-of-the-art approaches for Neural Rendering in a scalable production setting and collaborate with stakeholders to deliver high-quality data for machine learning and testing teams.
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