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Data Engineer Jobs

Company

Luminar Technologies

Address Palo Alto, CA, United States
Employment type FULL_TIME
Salary
Category Motor Vehicle Manufacturing
Expires 2023-10-11
Posted at 11 months ago
Job Description
Luminar is a global automotive technology company ushering in a new era of vehicle safety and autonomy. For the past decade, Luminar has built an advanced hardware and software platform to enable its more than 50 industry partners, including the majority of global automotive OEMs. From Volvo Cars and Mercedes-Benz for consumer vehicles and Daimler Trucks for commercial trucks, to tech partners NVIDIA and Intel’s Mobileye, Luminar is poised to be the first automotive technology company to enable next-generation safety and autonomous capabilities for production vehicles. For more information please visit www.luminartech.com.


Team Overview


The Data Engineering team builds the apps and infrastructure to leverage data from our vehicles and operations. We are building the next generation data lake and pipelines as we scale our offerings. You will develop and implement the systems that power Luminar’s data-driven improvement and growth.


Responsibilities


  • Automated labeling and data enrichment.
  • Partnering with engineering and ML teams to define data consumption patterns and establish best practices.
  • Ingestion of real-world vehicle data.
  • Analysis of data quality.
  • Establishing robust data integrity and systems monitoring.
  • Generation of ground truth information.
  • Designing, building, and maintaining the infrastructure that transforms data at scale into insights:


Minimum Qualifications


  • Strong communication skills, being able to collaborate with the wider software organization.
  • Hands-on Big Data software and infrastructure development skills.
  • Building backend / data services at scale.
  • Accomplished in at least one backend language, preferably Python.
  • Experience with NoSQL databases and/or Relational databases.
  • Bachelor’s Degree (or higher) in Computer Science.
  • 4+ years of relevant industry experience:


Preferred Qualifications


  • Performance Engineering.
  • Experience with automation of data infrastructure: Docker / Kubernetes / Terraform / Linux.
  • Hands-on experience with cloud computing: AWS / GCP / Azure / Alibaba Cloud.
  • Experience with MongoDB.
  • Experience with SRE practices - running services reliably in production environments:
  • Experience with pipeline / workflow frameworks: Argo Workflows or Airflow.
  • Incident management and root cause analysis.
  • Previous experience in the Automotive / Robotics industry.
  • Proficiency in Python.


Nice To Have


  • Hands-on experience with data storage and transfer schemes like Avro, Parquet and Protobuf.
  • Experience with processing frameworks like Spark / Hadoop.
  • Experience with streaming and message queueing technologies: Kafka / Kinesis / RabbitMQ.
  • Proficiency in front-end development, preferably using React.
  • Experience with big data / data warehouse tools like Redshift, Presto/Athena, BigQuery and Snowflake.
  • Experience with rosbags.


Benefits and Perks


  • Competitive Pay, 401k Matching and meaningful Equity from a publicly traded company
  • Tuition Assistance, Meals served in the office
  • Flexible Work Schedule with some Work From Home flexibility as well
  • No limit on PTO
  • Great Medical Benefits


Industry: Autonomous vehicles, automotive, product demonstration


Employment Type: Full-time


Job Functions: Engineering


Luminar is an equal opportunity employer. All applicants will be considered for employment without regard to race, color, ancestry, national origin, sex, gender, sexual orientation, marital status, religion, age, disability, gender identity, results of genetic testing, service in the military, or any other characteristic protected by applicable federal, state or local laws. We will make a reasonable accommodation for any qualified applicant with a disability, provided that the individual is otherwise qualified to safely perform the essential functions of the job with or without accommodation and that the accommodation would not impose an undue hardship on the operation of our business. Please let us know if you believe you require reasonable accommodation, or if you would like assistance to complete an application or to participate in an interview at the company.


At Luminar, your base pay is one part of your total compensation package. This role pays a base between $142,000 and $199,000* per year. Within this range, individual pay is determined by work location and additional factors, including job-related skills, experience, and relevant education or training. You will also be eligible to receive other benefits including: equity in the form of restricted stock unit awards, comprehensive medical and dental coverage, 401k plan, life and disability benefits, flexible time off, paid parental leave, and tuition reimbursement for formal education related to advancing your career at Luminar. The specific programs and options available to an employee may vary depending on date of hire and schedule type.


  • Note that the pay range listed for this position is a good faith and reasonable estimate of the range of possible base compensation at the time of posting.