Senior Machine Learning Engineer II, ML Data Mining and Search
4 weeks ago
We're Cruise, a self-driving service designed for the cities we love. Our mission is to build 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 of 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're passionate about self-driving car technology and its impact on the world, we want to hear from you.
As a Senior Machine Learning Engineer II, you'll be part of the ML Data Shop team, which is responsible for building a highly reliable, scalable, and cost-effective platform to search for impactful on-road scenarios, label the data, prepare the resulting dataset for model training, and close the model performance feedback loop.
We're looking for an engineer to join a high-performing team delivering a data search and mining platform to surface vital data for Cruise's ML data needs.
Key Responsibilities- Explore, prototype, validate, and iterate new algorithms and models
- Drive efforts to optimize, evaluate, and refine on-road performance for models on the path to production
- Guide current and future technology choices as a technical leader of the department
- Balance technology tradeoffs based on company needs and have a deep understanding of the business and operational impact
- Enable other engineers on the team to be more effective through design and code that is easy to extend and contribute to
- Influence others and build consensus even over contentious technical debates
- BS, MS, or higher degree in CS/CE/EE or equivalent industry experience
- Extensive experience with machine learning and classification
- Extensive experience with data processing and management
- Strong programming skills in C++ and Python
- Excellent mathematical reasoning skills, especially with probability
- Active team player in complex environments
- Experience with autonomous driving or robotic technologies
- Passionate about self-driving car technology and its impact on the world
- Competitive salary and benefits
- Medical, dental, vision, life, and AD&D insurance
- Subsidized mental health benefits
- Paid time off and holidays
- Paid parental, medical, family care, and military leave of absence
- 401(k) Cruise matching program
- Fertility benefits
- Dependent Care Flexible Spending Account
- Flexible Spending Account and Health Saving Account
- Perks Wallet program for benefits/perks
- Pre-tax Commuter benefit plan for local employees
- CruiseFlex, our location-flexible work policy
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