Senior Applied Research Scientist II, Perception
4 Months ago
San Francisco, California, United States
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Job Description
Senior Applied Research Scientist II Perception at Cruise
**Location:** San Francisco, CA
About Us
Cruise is building the world's most advanced self-driving vehicles to safely connect people with the places, things, and experiences they care about.
Who We Are
Cruise is a self-driving service designed for the cities we love. We're building the world's most advanced self-driving vehicles to safely connect people to the places, things, and experiences they care about. We believe self-driving vehicles will help save lives, reshape cities, give back time in transit, and restore freedom of movement for many. In our cars, you're free to be yourself. It's the same here at Cruise. We're creating a culture that values the experiences and contributions of all the unique individuals who collectively make up Cruise so that every employee can do their best work.
Cruise is committed to building a diverse, equitable, and inclusive environment both in our workplace and in our products. If you are looking to play a part in making a positive impact in the world by advancing the revolutionary work of self-driving cars, come join us.
Even if you might not meet every requirement, we strongly encourage you to apply. You might just be the right candidate for us.
What You'll be Doing
- Researching, prototyping, validating, and iterating new algorithms
- Optimizing, supervising, and refining on-road performance for models on the path to production
- Supporting the hardware organization, including sensitivity studies for hardware selection and architecture investigations
- Mentoring high quality engineering, crafting solutions, and not just identifying problems
What You Must Have
- Solid understanding of computer vision fundamentals, including ML model development
- Ability to analyze perception models and experiments to support HW sensor development
- Proficiency in running, retraining, and evaluating Cruise perception machine learning models
- Competence in working independently and cross-functionally between HW and perception teams
- Hands-on experience with sensor data and experimental data, with knowledge of sensing physics and modalities
- Growing expertise with ML frameworks like Tensorflow, Caffe, and PyTorch
- Strong programming skills in Python, C, or other relevant languages
- Passion for self-driving car technology and its impact on the world
Bonus Points
- PhD in machine learning or computer science
- Research experience in computational cameras, physics-based computer vision systems, or related fields
- Industry experience in Machine Learning
- Expertise with ROS, OpenCV, Gazebo, or PCL
- Track record of deploying perception algorithms in real-world environments
- Knowledge of autonomous driving technologies
Salary Range
$139,400 - $205,000 (compensation may vary depending on location, knowledge, skills, and experience)
Why Cruise
- Competitive salary and benefits package
- Medical, dental, vision, life, and AD&D insurance
- Subsidized mental health benefits
- Paid time off, holidays, parental leave, and more
- 401(k) matching program
- Fertility benefits, dependent care FSA, health savings account
- Pre-tax commuter benefit plan
- CruiseFlex location flexible work policy
Cruise Perception Team
Join a team passionate about improving road safety for VRUs and adding value to Cruise's autonomous vehicle technology.
*Cruise LLC is an equal opportunity employer.*
Cruise
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1001 - 5000
Sector: Transportation and mobilityAbout this company
Founders:Daniel Kan, Kyle Vogt
Founded date:2013
Revenue:US$ 1 - 10 billion
Investors:General Motors, Microsoft, Qualcomm Ventures, T. Rowe Price, Y Combinator
Stage:Other
Website:getcruise.com
Cruise is building the world’s most advanced self-driving vehicles to safely connect people with the places, things, and experiences they care about. Since our 2013 founding in San Francisco, we...read more
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