Data Analyst

Tic Toc Games

Job Summary

As a Data Analyst, you will support the Product and Design team in making data-driven decisions for a F2P mobile title, focusing on features, events, tuning, and strategy. You will manage live operations, conduct A/B tests, and provide reports and insights to stakeholders across development and publishing. This role involves presenting findings to leadership to assess past performance and guide future development, reporting directly to the Product Manager.

Must Have

  • Report daily and weekly KPIs that drive revenue and LTV
  • Analyze live-operations performance to aid Product Manager in strategy development
  • Develop and deliver reports to leads and publisher executives with clear recommendations
  • Collaborate with 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
  • Able to mine databases and extract key takeaways from raw data
  • Can visualize takeaways in a way that all stakeholders understand
  • Demonstrated interest in gaming, particularly in the mobile space
  • Direct experience analyzing product performance
  • Fluent in both descriptive and predictive analytics
  • 2+ years Data Analyst experience on F2P games (or comparable experience)
  • Experience with data analysis, including descriptive statistics, predictive modeling, machine learning algorithms
  • Experience with A/B testing concepts, terminology and hands-on execution
  • Strong verbal and written communication 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

Good to Have

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

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.)

Required application materials:

  • Resume
  • Cover Letter which should answer:
  • Why are you interested in working at Tic Toc Games?
  • What makes you a good fit?
  • What are you looking to get out of working with us?
  • What games are you currently playing?

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.

Qualified candidates should submit their cover letter and resume to JOBS@TICTOCGAMES.COM for consideration.

13 Skills Required For This Role

Communication Excel Data Analytics Game Texts Live Operations Alphabeta Testing Data Visualization Tableau Python Sql Algorithms Construct Machine Learning

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