Staff/Senior Staff Research Engineer, Deep Learning
Santa Clara, CA
US Research and Development – Perception /
Full-time /
Hybrid
Plus, also known as PlusAI, is a Physical AI company pioneering AI-based virtual driver software for factory-built autonomous trucks. Headquartered in Silicon Valley with operations in the United States and Europe, Plus was named by Fast Company as one of the World’s Most Innovative Companies. Partners including TRATON GROUP’s Scania, MAN, and International brands, Hyundai Motor Company, Iveco Group, Bosch, and DSV are working with Plus to accelerate the deployment of next-generation autonomous trucks. If you’re ready to make a huge impact and drive the future of autonomy, Plus is looking for talented individuals to join its fast-growing teams.
Responsibilities:
- Develop Bird’s Eye View (BEV) perception models for autonomous driving applications
- Develop Vision Language Models for scene understanding and action generation for autonomous driving applications
- Complete ownership of project from ideation, design, developing data requirements, model training, evaluation and deployment
- Research and prototype novel solutions which can help tackle the long-tail of real-world problems in challenging and diverse scenarios (e.g. on highway and local roads, extreme weather conditions, sensor failures, etc)
- Collaborate cross-functionally to ensure model development keeps a real-time focus and operates efficiently in compute-constrained environments
- Rigorous approach to model development: running well-designed experiments, defining suitable training and validation datasets, and evaluating on the right metrics
Required Skills:
- MS or PhD in CS, EE, mathematics, statistics or related field
- 3+ years of industry experience working on cutting edge deep learning applications
- Expertise with Python, willingness to do some C++ development as needed.
- Deep understanding of machine learning principles and methodologies
- Experience with implementing deep learning models in at least one deep learning framework (PyTorch, Tensorflow, Jax)
Preferred Skills:
- Relevant industry experience (prior work on self-driving vehicles, autonomy, computer vision and/or robotics projects)
- Past experiences in deep learning projects involving object detection, motion tracking or semantic segmentation, vision-language models, end-to-end learning
- In-depth understanding of cutting-edge deep learning techniques and architectures like transformers, CNNs
- Expertise in machine learning or related field demonstrated by patents or publications in relevant venues (CVPR, ICLR, ICCV, ECCV, NeurIPS, AAAI, SIGGRAPH)
- Experience with ML Ops and best practices for scalable ML deployment
$180,000 - $250,000 a year
Our compensations (cash and equity) are determined based on the position, your location, qualifications, and experience.
Your opportunities joining Plus
Work, learn and grow in a highly future-oriented, innovative and dynamic field.
Wide range of opportunities for personal and professional development.
Catered free lunch, unlimited snacks and beverages.
Highly competitive salary and benefits package, including 401(k) plan.
