The Role
You will innovate and develop machine learning algorithms for autonomous driving solutions, engaging in end-to-end modeling and publishing research in top conferences.
Summary Generated by Built In
HORIZON ROBOTICS: Make human life safer and better
About Horizon Robotics
Horizon Robotics (HKEX: 9660) is a leading provider of Smart Driving solutions for passenger vehicles, empowered by our proprietary software and hardware technologies. Our solutions combine cutting-edge algorithms, purpose-built software and processing hardware, providing the core technologies for smart driving that enhance the safety and experience of drivers and passengers. Horizon Robotics is key enabler for the smart vehicle transformation and commercialization with our integrated solutions deployed at scale.
The Silicon Valley Applied Research Lab is a research team located in Silicon Valley, dedicated to developing advanced algorithms and models for Advanced Driver Assistance Systems (ADAS), Autonomous Driving (AD) , and other generic robotics systems.
If you are looking for a role to explore, develop and innovate machine learning algorithms for AD and robotics technologies, you are welcome to join us.
Your Daily Practice
As an applied research scientist, you will take part in:
- Devising novel deep-learning based algorithms and converting them to prototypes of autonomous driving solutions, including but not limited to training foundation models, post-training with reinforcement learning, and world models.
- Practicing end-to-end machine learning skills, including data pipelining, model construction and fine-tuning, and comprehensive performance testing.
- Following closely with academia, identifying the latest trends and extending them to real industrial development.
- Publishing research papers in top notch conferences in machine learning domain.
- Showcasing the work via presentation in internal and external talks, conferences, and workshops.
What You Must Have
- PhD / MS degree in computer vision, machine learning or a related field with multiple research publications in top conferences or journals; alternatively equivalent years of industry experience solving CV problems which do not have readily available solutions.
- Expertise in at least one of these specific areas: deep learning-based perception, prediction and planning, vision-language models, and reinforcement learning.
- Track record of driving ML research projects from start to completion, including conception, problem definition, experimentation, iteration, and publication or productization.
- Strong programming skills in Python and/or C++.
- Extensive experience with ML frameworks such as PyTorch and Jax.
- Strong verbal and written communication skills.
Bonus points!
- Track record in innovative solutions to real-world problems in machine learning domain.
- Experienced with closed-loop methods in solving prediction and planning problems.
This is a hybrid role with the expectation of working at least 3 days per week in our Cupertino office.
The base pay range for this full-time Applied Research Scientist position is between $150,000 and $300,000/year plus equity incentive, depending on your experience, qualifications, education, skills and other related factors.
This position is also eligible for an annual performance bonus and a competitive benefits package. Employees have day one access to medical, dental, and vision insurance, a 401(k) savings plan with company match, Paid Holidays, Sick Days and Personal Time Off. We also sponsor H-1B visas and green card petitions.
Horizon Robotics is committed to be an Equal Opportunity Employer. It is our policy to provide equal employment opportunities to all qualified persons without regard to race, age, color, sex, sexual orientation, religion, national origin, disability, veteran status or marital status or any other prescribed category set forth in federal or state regulations.
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Top Skills
C++
Jax
Python
PyTorch
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The Company
What We Do
Horizon Robotics is a leading provider of energy-efficient computing solutions for advanced driver assistance systems (ADAS) and autonomous driving (AD) for smart vehicles, with the mission to make human life safer and better. As a pioneer to commercialize embedded passenger-vehicle ADAS and AD products in China, Horizon Robotics is committed to enhancing next-generation smart driving experiences by integrating hardware and software, including low-power hardware computing solutions and open software development tools. By closely collaborating with a community of partners, Horizon Robotics offers products and services that enable an open ecosystem of smart vehicle transformation.
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