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Data Analytics Engineer information
See Santa Rosa, CA salary details
$48.7K - $61.9K
0% of jobs
$61.9K - $75.1K
1% of jobs
$75.1K - $88.3K
3% of jobs
$88.3K - $101.5K
4% of jobs
$101.5K - $114.7K
7% of jobs
$126.3K is the 25th percentile. Wages below this are outliers.
$114.7K - $128K
11% of jobs
$128K - $141.2K
12% of jobs
The median wage is $144.7K / yr.
$141.2K - $154.4K
45% of jobs
$154.4K - $167.6K
8% of jobs
$167.6K - $180.8K
5% of jobs
$180.8K - $194.1K
3% of jobs
$48.7K
$141.8K
$194.1K
How much do data analytics engineer jobs pay per year?
How do Data Analytics Engineers typically collaborate with data scientists and business stakeholders on projects?
Can a data engineer make 200k?
What engineers make $500,000?
What are the key skills and qualifications needed to thrive as a Data Analytics Engineer, and why are they important?
Is 40 too late for data science?
What is the difference between Data Analytics Engineer vs Data Scientist?
| Aspect | Data Analytics Engineer | Data Scientist |
|---|---|---|
| Credentials | Bachelor's or master's in CS, Data Science, or related fields; certifications like Google Data Analytics | Bachelor's or master's in CS, Statistics, or related fields; certifications like Certified Data Scientist |
| Work Environment | Focus on building data pipelines, dashboards, and analytics tools | Focus on statistical modeling, machine learning, and data exploration |
| Employer & Industry Usage | Used across tech, finance, healthcare for data infrastructure and analytics | Common in research, product development, and advanced analytics teams |
While both roles work with data, Data Analytics Engineers primarily develop data infrastructure and tools for analysis, whereas Data Scientists focus on statistical modeling and machine learning to generate insights. They often collaborate but have distinct technical focuses.
What does a data analytics engineer do?

Full-time
Re-posted 13 days ago
Job description
2K is a global video game company known for publishing titles developed by influential game studios. They are seeking a Senior Gameplay Analytics Engineer to design telemetry specs and frameworks for AAA games, bridging the gap between business and technical data teams.
Responsibilities:
• Turn strategic business goals into clear telemetry specs and frameworks designed for seamless implementation by the development team.
• Define and enforce data standards, naming conventions, and data contracts to keep data consistent across all our games and prevent technical debt.
• Work closely with studio developers to clearly define data warehouse requirements and ensure smooth implementation.
• Partner with dev and Data QA teams to validate telemetry, troubleshoot bugs, and ensure data is accurate and ready for downstream teams to use.
• Contribute directly to the studio codebase by writing telemetry hooks and providing hands-on integration support when needed.
Qualifications:
Required:
• 5+ years of experience as a telemetry architect, telemetry designer, or data analyst in gaming, tech, or entertainment.
• Proven experience designing and implementing scalable telemetry frameworks.
• Solid understanding of the full Game Development Lifecycle, from initial design through Live Ops.
• Deep understanding of data concepts like raw streaming data, data modeling, and metadata.
• Proficient in Advanced SQL and working with platforms like Snowflake and Databricks.
• Experience handling data contracts, GDPR compliance, and PII.
• Ability to write clear telemetry specs and translate complex technical concepts for engineering, product, and business teams.
• An autonomous self-starter who can dive deep into complex technical issues without losing sight of the big picture.
Preferred:
• Experience directly instrumenting telemetry with game studio partners.
• Hands-on experience with game engines (especially Unreal) and C++.
Company:
2K is a development studio that develops and publishes sports-based video games. It is a sub-organization of Take-Two Interactive Software. Founded in 2005, the company is headquartered in Novato, USA, with a team of 1001-5000 employees. The company is currently Late Stage.
About 2K
Sourced by ZipRecruiter
Industry
Pc games
Company size
1,001 - 5,000 Employees
Headquarters location
Novato, CA, US
Year founded
2005