Staff ML Systems Engineer
Staff ML Systems Engineer
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$ 165000 - 298800
1 Vacancy
Job Description
Job Description
This role is categorized as hybrid. This means the successful candidate is expected to report to offices in Austin TX Mountain View CA or the Greater Seattle Area three times per week at minimum or other frequency dictated by the business if more than 3 days.
The Role
As an engineer on this team you will be responsible for building and supporting a petabyte-scale data platform in the cloud and providing powerful foundations for GM ML Data Platform tools frameworks and services. Responsibilities include ensuring scalable transparent and reliable data ingestion and management; development of fast robust and spike-resistant data consumption data mining and processing tools for the entire company; and development of orchestration for large-scale post-processing and computational pipelines.
What Youll Do
- Lead us in the development optimization and productionization of the next generation ML data processing platform using Beam and Spark in the cloud.
- Build self-serve capabilities to help customers to adopt the next generation ML data processing platform
- Use the latest cloud technologies to own design implement and test scalable distributed data systems in the cloud. Champion engineering excellence by continuously improving systems and processes
- Own technical projects from start to finish contribute to the teams product roadmap and be responsible for major technical decisions and tradeoffs. Effectively participate in teams planning code reviews and design discussions
- 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 with well-calibrated standards and play an essential role in recruiting activities. Effectively onboard and mentor junior engineers and/or interns
Additional Job Description
Your Skills & Abilities (Required Qualifications)
- 10 years working with big data
- Bachelors in Computer Science Electrical Engineering Mathematics Physics or another relevant field; or equivalent real-world experience
- Experience building PB scale ML data management systems (datalake data warehouse) from the ground up.
- Experience optimizing those 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)
- 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
What Can Give You a Competitive Advantage (Preferred Qualifications)
- MS or Ph.D. in Computer Science Electrical Engineering Mathematics Physics or another relevant field
- Demonstrable expertise in a building end-to-end data ingestion processing and serving systems at petabyte scale from the ground up
- Proficiency in writing SQL queries for analytic purposes
- Relevant publications
This job may be eligible for relocation benefits.
Company Vehicle: Upon successful completion of a motor vehicle report review you will be eligible to participate in a company vehicle evaluation program through which you will be assigned a General Motors vehicle to drive and evaluate. Note: program participants are required to purchase/lease a qualifying GM vehicle every four years unless one of a limited number of exceptions applies.
Compensation:
- The expected base compensation for this role is: $165000 - $298800. Actual base compensation within the identified range will vary based on factors relevant to the position.
- Bonus Potential:An incentive pay program offers payouts based on company performance job level and individual performance.
- Benefits: GM offers a variety of health and wellbeing benefit programs. Benefit options include medical dental vision Health Savings Account Flexible Spending Accounts retirement savings plan sickness and accident benefits life insurance paid vacation & holidays tuition assistance programs employee assistance program GM vehicle discounts and more.
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About GM
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Why Join Us
We believe we all must make a choice every day individually and collectively to drive meaningful change through our words our deeds and our culture. Every day we want every employee to feel they belong to one General Motors team.
Benefits Overview
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Non-Discrimination and Equal Employment Opportunities (U.S.)
General Motors is committed to being a workplace that is not only free of unlawful discrimination but one that genuinely fosters inclusion and belonging. We strongly believe that providing an inclusive workplace creates an environment in which our employees can thrive and develop better products for our customers.
All employment decisions are made on a non-discriminatory basis without regard to sex race color national origin citizenship status religion age disability pregnancy or maternity status sexual orientation gender identity status as a veteran or protected veteran or any other similarly protected status in accordance with federal state and local laws.
We encourage interested candidates to review the key responsibilities and qualifications for each role and apply for any positions that match their skills and capabilities. Applicants in the recruitment process may be required where applicable to successfully complete a role-related assessment(s) and/or a pre-employment screening prior to beginning employment. To learn more visit How we Hire.
Accommodations
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Required Experience:
Staff IC
Employment Type
Full-Time
