Staff Software Engineer, Pony.ai
Machine Learning Platform
$220-285k
Office located in Fremont, CA
Autonomous mobility
Open for applications
Autonomous mobility
501-1000 employees
Open for applications
$220-285k
Office located in Fremont, CA
501-1000 employees
Company mission
To accelerate the transition to widespread autonomous mobility everywhere.
Role
Who you are
- BS, MS or PhD in Computer Science, similar technical field of study, or equivalent practical experience
- Experience building full ML model lifecycle solutions - from feature engineering to training, validation, deployment and monitoring
- Extensive experience programming in Python or C++
- Extensive hands-on deep learning experiences
- Extensive hands-on experiences in building deep learning infrastructure
- Experience with machine learning compiler / runtime or GPU accelerator
- Passionate in autonomous driving
Desirable
- Experience in building the infrastructure for large language or vision models
- Experience building and architecting large-scale, production quality backend systems, especially in applied machine learning or data pipeline
- Familiar with parallel / distributed systems
- Experiences in tech leading a team to launch projects
What the job involves
- Lead the development, optimization and productionization of the machine learning platform
- Improve the scalability and efficiency of the training infrastructure that enable a fast research to production lifecycle
- Provide tooling to help ML practitioners evaluate, debug, and improve ML algorithms, data and hyperparameters
- Develop efficient model deployment frameworks that can put large deep learning models on the compute with limited GPU resources on the vehicle
- Collaborate with and support other teams, including perception, planning and data, to facilitate their model developments and deployments
Our take
Pony.ai is a driverless vehicle manufacturer and developer based in the US and China. Its AI-driven system, which has been tested by over 1.5M autonomous miles, is designed to navigate complex road scenarios using deep learning models. The company has formed strategic partnerships with major manufacturers, including Toyota, FAW Group, and GAC Group.
Founded by two ex-Baidu employees with extensive experience in autonomous driving, Pony.ai aims to improve road safety, as human error accounts for over 90% of traffic accidents in the US. The company is initially focusing on taxis and long-distance freight trucks, with plans to expand the technology to other vehicle types in the future.
In 2022, Pony.ai made history as the first autonomous driving company to receive a taxi license in China. Since then, the company's success has continued, with the recent opening of a Luxembourg R&D center and securing $100M in investments. Building on this momentum, Pony.ai is now focused on challenging Tesla in the domestic autonomous driving market.
Kirsty
Company Specialist at Welcome to the Jungle
Insights
Company
Funding (last 2 of 5 rounds)
Oct 2024
$27m
LATE VC
Oct 2023
$100m
SERIES D
Total funding: $739m
Company benefits
- Comprehensive medical, dental, and vision insurance
- Generous PTO and paid holidays
- Daily meals and bi-weekly happy hours
- Equity opportunity
- Retirement plans
- Frequent tech talks
Company values
- Safety First: Safety is the foundation of everything that we do. As we travel the road towards our vision of autonomous mobility everywhere, we must do so safely, keeping safety top of mind, at all times
- Tech Obsessed: We are big believers in technology, always pushing to discover what's next. Armed with the latest breakthroughs in artificial intelligence, we aim to deliver autonomous mobility everywhere
- Team Spirit: Teamwork makes the dream work. We are an experienced team made up of talented and wonderful individuals. And through teamwork, we achieve greatness - together
- Self-starter: We are proactive and take the initiative. We are empowered to drive change and aren't afraid to challenge each other to get to the right answer
Company HQ
Baylands, Fremont, CA
Articles
Leadership
James Peng
(Co-Founder & CEO)After a PhD at Stanford, James worked for 7 years as a Google Software Engineer. They spent a further 4 years at Baidu USA as Chief Architect of Autonomous Driving before leaving to co-found Pony.ai in December 2016.
Tiancheng Lou
(Co-Founder & CTO)Received a PhD and B.S. from Tsinghua Univeristy. Began their career at GoogleX, and then became the youngest T10 Engineer at Baidu’s Autonomous Driving Division.
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