Senior Software Engineer II, ML Data Platform
Description For Senior Software Engineer II, ML Data Platform
As a Senior Software Engineer II on the ML Data Platform team at Cruise, you'll be responsible for building and supporting a petabyte-scale data platform in the cloud. You'll develop powerful foundations for Cruise's ML Data Platform tools, frameworks, and services. Key responsibilities include:
- Leading the development, optimization, and productionization of the next-generation data processing platform using Beam and Spark in the cloud.
- Building self-serve capabilities to help customers adopt the next-generation data processing platform.
- Implementing scalable distributed data systems using the latest cloud technologies.
- Owning technical projects from start to finish and contributing to the team's product roadmap.
- Working with partner teams to achieve cross-organizational goals.
- Conducting technical interviews and mentoring junior engineers.
You'll be working on ensuring scalable, transparent, and reliable data ingestion and management, developing fast and robust data consumption and processing tools, and creating orchestration for large-scale post-processing and computational pipelines.
Cruise offers a competitive salary range of $139,400 - $205,000, along with benefits such as medical/dental/vision insurance, paid time off, 401(k) matching, fertility benefits, and more. The company is committed to building a diverse, equitable, and inclusive environment and offers a flexible work policy called CruiseFlex.
Join Cruise to play a part in revolutionizing transportation with self-driving technology while working in a culture that values unique experiences and contributions.
Responsibilities For Senior Software Engineer II, ML Data Platform
- Lead development, optimization and productionization of the next generation data processing platform using Beam and Spark in the cloud
- Build self-serve capabilities to help customers adopt the next generation data processing platform
- Use the latest cloud technologies to own, design, implement, and test scalable distributed data systems in the cloud
- Own technical projects from start to finish, contribute to the team's product roadmap, and be responsible for major technical decisions and tradeoffs
- Consider the effects of projects across multiple teams and proactively manage conflicts
- Work together with partner teams and orgs to achieve cross-organizational goals and satisfy broad requirements
- Conduct technical interviews and play an essential role in recruiting activities
- Effectively onboard and mentor junior engineers and/or interns
Requirements For Senior Software Engineer II, ML Data Platform
- Experience building a data processing system using Beam / Spark and its ecosystems from the ground up
- Experience optimizing data processing clusters for cost efficiency and performance
- Experience building serving systems capable of delivering data at high-throughput, low-latency and high QPS in a cost-efficient and spike-resilient manner
- Experience building full ML model lifecycle solutions - from feature engineering to training, validation, deployment and monitoring
- Experience building scalable infrastructure on the cloud with Python or Java/Scala (or similar)
- 10+ years working with big data
- BS, MS or Ph.D. in Computer Science, Electrical Engineering, Mathematics, Physics, or another relevant field; or equivalent real-world experience
- Passionate about self-driving technology and its potential impact on the world
- Attention to detail and a passion for seeking truth
- A track record of efficiently solving complex problems
- Startup mentality - openness to dealing with unknown unknowns and wearing many hats
Benefits For Senior Software Engineer II, ML Data Platform
- Competitive salary and benefits
- Medical / dental / vision, Life and AD&D
- 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 & Health Saving Account
- Perks Wallet program for benefits/perks
- Pre-tax Commuter benefit plan for local employees
- CruiseFlex, location-flexible work policy
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