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Senior Data Engineer
Experimentation
Posted on 5/5/2022
INACTIVE
Locations
Burlingame, CA, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Apache Spark
AWS
Data Analysis
Data Structures & Algorithms
Google Cloud Platform
Microsoft Azure
Sketch
Terraform
Requirements
  • A B.Sc. equivalent in CS or sufficient experience
  • 5+ years of professional experience working with scalable ETL pipelines on industry standard ETL orchestration tools (such as. Airflow, Google Cloud Composer, AWS Step Functions or, Azure Data Factory)
  • 3+ years of building and tuning Spark workflows at TB scale
  • Significant experience with at least one major cloud's suite of offerings (AWS, GCP, Azure) and willingness to learn another
  • Developed frameworks or ETL templates that enabled highly structured workflow simplification
Responsibilities
  • Partner with our experimentation platform team to build and scale our experimentation data processing workflow
  • Design an extensible and scalable data model to support the experimental analysis and reporting
  • Design, build, and maintain efficient and reliable data pipelines in batch and streaming to fuel the core data sets
  • Build ETL Frameworks to scale and extend the sheer volume of experiments that are processed
  • Analyze the use cases for the data to determine appropriate SLAs
  • Analyze the incoming data and upstream pipelines to determine and minimize epistemological issues
  • Determine appropriate relaxations to deterministic compute where appropriate and leverage probabilistic data structures (bloom filters, count min sketch)
  • Partner with the Data Platform Team to provide approximation algorithms (approximate nearest neighbor, etc.) for high use statistics of interest
  • Determine optimal caching strategies and eviction policies to support cost effective analysis
  • Drive adoption of the Core Data tables and publicize new incoming datasets to ensure consistency across the organization
Roblox

1,001-5,000 employees

Game platform and game creation system
Company mission
Roblox’s mission is to bring the world together through play. They enable anyone to imagine, create, and have fun with friends as they explore millions of immersive 3D experiences, all built by a global community of developers.
Benefits
  • Benefits and Perks - The health and well-being of our employees and their families is our top priority. We offer robust and comprehensive programs with variety to best meet your needs.
  • Well-Being Benefits - With flexible time off and a bi-annual, company-wide spring/summer recharge, Roblox knows how to balance working hard with winding down.
  • Financial Benefits - Competitive compensation packages, 401(k) matching, and flexible share incentives that let you choose how to share in our success.
  • Health and Wellness - Comprehensive medical, dental, and vision benefits, family planning resources, and 12 weeks off for all new parents.
  • Flexible Workplace - Our hybrid work schedule balances working onsite and working remotely. Enjoy daily lunch and an in-house fitness center when working from our San Mateo headquarters.
Company Values
  • Inspire Others
  • Work Hard
  • Self-Organize
  • Respect the Community
  • Get Stuff Done