Data Analyst

Tic Toc Games; Burbank (CA); On-site; USD 85,000 - 125,000; Full time

Job summary

Tic Toc Games is seeking a Data Analyst to support product and design decisions for a F2P mobile title. You will drive live operations, run A/B tests, and deliver insights to stakeholders across development and publishing teams.

You will present findings to leadership, analyze past performance, and influence future development. The role reports to the Product Manager and emphasizes data-driven storytelling and actionable recommendations.

Qualifications

• 2+ years Data Analyst experience on F2P games or comparable experience.
• Experience with descriptive statistics, predictive modeling, machine learning algorithms.
• Experience with A/B testing concepts, terminology and hands-on execution.
• Strong verbal and written communication skills.
• Proficient in SQL and data analysis programming (Python/R).
• Proficient in Excel and data visualization tools (Tableau or similar).
• Interest in gaming, especially mobile, is highly beneficial.
• Ability to mine databases and extract key takeaways from raw data.

Responsibilities

• Report daily and weekly KPIs driving revenue and LTV.
• Analyze live-operations performance to support event, sales, and content strategies.
• Develop and deliver reports to leads and executives with data-backed recommendations.
• Collaborate on experimentation plans using hypothesis-driven approaches.
• Execute variant testing and present test results to executives and partners.
• Construct, test, refine, and implement predictive models.
• Create dashboards that clearly communicate product insights.

Skills

SQL

Python/R

Data visualization

A/B testing

Descriptive statistics

Predictive analytics

Machine learning

Excel

Communication

Gaming interest

Education

Masters degree preferred

Bachelor's degree in a related field (optional)

Tools

SQL databases

Tableau

Excel

Job description

As a Data Analyst, you will be supporting the Product and Design team to make data-driven decisions about features, events, tuning and strategy of a F2P mobile title. You will help drive live operations, perform A/B tests, and deliver reports and insights to key stakeholders across both the development and publishing teams. You will also present these findings on a routine basis to leadership, both to examine past performance and determine future development on the title. This role reports to the Product Manager.

Responsibilities

• Report the daily and weekly KPIs that drive revenue and LTV
• Analyze live-operations performance to aid the Product Manager in developing and refining event, sales, and content strategies
• Develop and deliver reports to leads and publisher executives with clear recommendations on improvements supported by data
• Collaborate with the team leads to set experimentation plan(s) using hypothesis-driven approach
• Execute variant testing and present test results/strategies to executives and partners
• Construct, test, refine, and implement predictive models
• Create dashboards that clearly communicate product insights

Requirements

What You Bring:

• Able to mine databases and extract key takeaways from raw data
• Can visualize those takeaways in a way that all stakeholders understand.
• Has a demonstrated interest in gaming, particularly in the mobile space
• Direct experience analyzing product performance
• Fluent in both descriptive and predictive analytics

Skills/Qualifications:

• 2+ years Data Analyst experience on F2P games (or comparable experience), Masters degree a plus
• Experience with data analysis, including but not limited to descriptive statistics, predictive modeling, machine learning algorithms
• Experience with A/B testing concepts, terminology and hands-on execution
• Strong verbal and written communication skills (the team values this as much as analytical skills)
• Intermediate to advanced knowledge of SQL
• Intermediate to Advanced knowledge of data analysis programming languages (Python/R preferred)
• Intermediate to Advanced knowledge of Excel
• Intermediate to Advanced knowledge of Tableau or other data visualization tools

Nice to have, but not necessary:

• Strong passion for gaming
• Love of brainteasers
• Quantitative background (Math, Economics, Computer Science, etc.)

We love hearing from anyone who is enthusiastic about changing the games industry. Not sure you meet all qualifications? Let us decide! Research shows that women and members of other under-represented groups tend to not apply to jobs when they think they may not meet every qualification, when, in fact, they often do! We are committed to creating a diverse and inclusive environment and strongly encourage you to apply. The right role for you may be right around the corner!