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Game Data Analyst

The Game Data Analyst will play a key role in leveraging data to drive insights, inform decision-making, and optimize the performance of our mobile games. You will apply advanced statistical analysis and data-driven strategies to enhance player experiences and improve game performance, contributing directly to our success in the competitive mobile gaming market.

Team: This role sits on our Data and Insights Team and reports directly to our Department Lead. The Game Data Analyst will work closely with our Data Engineer, and partner with our live operations team to support and grow our games performance. 

Key Responsibilities

  • Data Analysis & Insights: Analyze game performance metrics to identify areas for improvement and optimization, such as player retention, monetization strategies, and game balance.
  • Advanced Analytics: Utilize advanced analytics techniques to extract valuable insights from player data, influencing design and product strategy across our portfolio of live games.
  • Cross-functional Collaboration: Partner with game designers and product managers to measure the impact and success of new game features and live service events. Establish benchmarks, provide actionable recommendations, and guide teams from planning through launch.
  • Data Pipeline Management: Work with data engineers and developers to maintain and enhance data pipelines, ensuring reliable and efficient data collection, storage, and processing. Develop and maintain data models to support organizational needs.
  • Tool Development: Contribute to the creation and improvement of analytics tools and dashboards, empowering stakeholders to access and interpret game data efficiently.
  • Predictive Modeling: Develop and validate predictive models to forecast key metrics like LTV, churn, and player segmentation, supporting data-driven decisions.
  • A/B Testing: Design and execute A/B tests to provide actionable recommendations for game development and live operations teams.
  • Best Practices & Mentorship: Establish best practices for data quality and consistency, while mentoring and coaching data consumers across the studio to promote data literacy.



Qualifications

  • Experience: 3+ years of experience in game data analysis, including data preprocessing, analysis, and visualization.
  • Education: Bachelor’s degree in a quantitative field such as Statistics, Mathematics, Economics, or Computer Science; advanced degree preferred.
  • Technical Skills: Strong proficiency in SQL and experience working with large-scale datasets; familiarity with Python or R is a plus. Expertise in data visualization tools (e.g., Tableau, Power BI, Looker) and advanced statistical techniques is required.
  • Leadership & Communication: Proven ability to lead projects, mentor junior team members, and collaborate effectively across departments. Strong communication skills for presenting findings to technical and non-technical audiences.
  • Gaming Industry Knowledge: Passion for gaming with a deep understanding of mobile gaming trends, mechanics, player behavior, and game KPIs.
  • Analytical Skills: Strong analytical and problem-solving abilities, with the capacity to translate complex data into actionable insights and recommendations.

What’s in it for you 

At ATA you’re offered a flexible, safe, inclusive environment in which you have the autonomy to do your best work, surrounded by a strong team and with the encouragement of supportive leadership that doesn’t just care what you’re doing, but how you’re doing. You’re trusted, respected, listened to, cared for and valued. You take on thought-provoking projects and tackle fun problems alongside people who are equally invested in making meaningful contributions and seeing new ideas come to life. You know how your work aligns with the company’s goals. Your career is given the space and resources to progress. You accomplish things that make you proud. You are compensated competitively, your health and wellbeing are top priorities and you enjoy plenty of perks. You build communities, take ownership, have wonderful arguments, let the best ideas win and keep growing. You don’t just work for ATA, you are an integral part of ATA.

Our commitment to inclusion

We build communities. To do this to the best of our abilities, we need a workforce that reflects the diverse player communities we serve. We believe a variety of perspectives and experiences allows us to make better decisions and understand the needs of our players. We work hard to create an environment where everyone, from any background, can do their best work and feel like they belong at ATA. 

Please consider applying even if you don't meet every qualification and let us know if you require any accommodations or support during the recruitment process. 

We’re working remotely; we’ll supply the equipment you need to do your work and to set up your work space. We have a flexible work schedule, three weeks of vacation, flexible sick days, and a generous health benefits package.  We are open to candidates outside of Canada, with the requirement to work in the Pacific time zone. Compensation is determined by role, level and location. For candidates located in British Columbia, the salary range for this role is CAD $75,000 to $95,000 annually. See our careers page or our short video to learn more about who we are and why you should join our team.

Join our team and play a key role in shaping the future of mobile gaming! If you're passionate about data analytics and gaming, we want to hear from you. Apply now to embark on an exciting journey with us.

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Average salary estimate

$85000 / YEARLY (est.)
min
max
$75000K
$95000K

If an employer mentions a salary or salary range on their job, we display it as an "Employer Estimate". If a job has no salary data, Rise displays an estimate if available.

What You Should Know About Game Data Analyst , A Thinking Ape

Are you excited about the intersection of gaming and data? At ATA, we're on the lookout for a talented Game Data Analyst to join our remote team, where you can truly make an impact. In this role, you'll harness the power of data to drive insights that enhance player experiences and optimize our mobile games' performance. With your expertise in advanced statistical analysis, you'll identify opportunities for improvement and collaborate closely with our Data Engineer and live operations team to achieve our goals. Imagine analyzing game performance metrics to boost player retention and influence monetization strategies while ensuring a balanced game experience. You'll play a pivotal role in cross-functional collaboration, partnering with game designers and product managers to gauge the success of new features and live events. Maintaining data pipelines and developing predictive models will be your playground, ensuring our data collection and analytics tools empower everyone to make informed decisions. We believe in nurturing talent and inclusivity, so you’ll not only contribute your amazing skills but also mentor others and establish best practices for data literacy. At ATA, we offer a flexible and supportive environment, competitive compensation, and a chance to work with a dynamic team passionate about making meaningful contributions to the mobile gaming landscape. If you're ready to dive into an exciting journey with us and leverage your analytics skills in a fun and engaging industry, we’d love to hear from you!

Frequently Asked Questions (FAQs) for Game Data Analyst Role at A Thinking Ape
What is the role of a Game Data Analyst at ATA?

The Game Data Analyst at ATA plays a crucial role in leveraging data to enhance mobile game performance and player experiences. This includes analyzing game metrics for optimization, collaborating with cross-functional teams, and developing predictive models that inform strategic decision-making in game development.

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What qualifications are needed for the Game Data Analyst position at ATA?

Candidates for the Game Data Analyst role at ATA should have at least 3 years of experience in data analysis specific to gaming, along with a bachelor’s degree in a quantitative field. Proficiency in SQL, experience with large datasets, and a passion for mobile gaming are essentials for success.

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What are the key responsibilities of a Game Data Analyst at ATA?

As a Game Data Analyst at ATA, your responsibilities include analyzing game performance data, conducting advanced analytics, collaborating with game designers and product managers, maintaining data pipelines, and developing analytics tools to optimize the performance of mobile games.

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How does ATA support the professional development of its Game Data Analysts?

ATA fosters professional growth by providing mentorship opportunities, encouraging data literacy, and supporting career progression within a collaborative environment. You’ll have access to resources that align your work with the company's goals, ensuring you thrive in your role.

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What tools do Game Data Analysts at ATA use?

Game Data Analysts at ATA utilize various tools, including SQL for data manipulation, statistical software like Python or R for advanced analytics, and visualization tools such as Tableau or Power BI to convey insights effectively to both technical and non-technical audiences.

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What is the company culture like for Game Data Analysts at ATA?

ATA emphasizes a positive and inclusive company culture where Game Data Analysts are respected, listened to, and valued. The environment encourages ownership, collaboration, and the sharing of innovative ideas, all while ensuring a flexible work-life balance for its team members.

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Is the Game Data Analyst role at ATA remote?

Yes, the Game Data Analyst position at ATA is fully remote, offering the flexibility to work from anywhere while still being part of a cohesive team. ATA also provides the necessary equipment to set up your workspace at home.

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Common Interview Questions for Game Data Analyst
What methods would you use to analyze player retention data as a Game Data Analyst?

In addressing player retention, I would implement cohort analysis to track player behavior over time. This involves segmenting users based on their entry date and analyzing their activity patterns. Additionally, tools like SQL can extract comprehensive reports to pinpoint trends, supplemented by visualization tools to present findings effectively.

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How do you collaborate with game designers in your role as a Game Data Analyst?

Collaboration with game designers involves communicating actionable insights derived from gameplay data. I would establish regular meetings to discuss metrics linked to new features and iteratively refine designs based on player feedback and A/B test results, ensuring our decisions are data-driven.

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Can you describe a time you influenced a decision through your analysis as a Game Data Analyst?

Certainly! In a previous role, I conducted an analysis revealing that a specific game feature was attracting player churn. By presenting this data to the product team with evidence-based recommendations for redesigning the feature, we were able to implement changes that significantly improved player retention.

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How would you approach designing an A/B test for game features?

To design an A/B test, I would first clearly define the goals and metrics to measure success, such as player engagement or monetization. Next, I would randomly assign users to control and experimental groups, ensuring statistically significant sample sizes. After launching the test, I would analyze the results and report on the findings to guide future game iterations.

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What statistical techniques are you familiar with that would be applicable in game data analysis?

I’m proficient in various statistical techniques, including regression analysis for understanding relationships between variables, and predictive modeling to forecast player behavior. Familiarity with hypothesis testing also aids in determining the significance of changes introduced to game features.

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How do you ensure data quality and accuracy in your analyses?

Ensuring data quality starts at the data collection stage. I work closely with data engineers to establish best practices for data entry, preprocessing, and storage. Regular auditing and validation checks are integral to identifying anomalies and correcting them, which reinforces the reliability of my analyses.

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What’s your process for presenting complex data findings to a non-technical audience?

When presenting to a non-technical audience, I focus on storytelling. I would translate complex data into visual formats like graphs or dashboards, highlighting key takeaways relevant to their strategies. Using clear language and relatable analogies ensures that the insights are accessible and actionable.

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Describe your familiarity with data visualization tools relevant to gaming.

I have hands-on experience with tools like Tableau and Power BI, which allow me to create dynamic dashboards that visualize gaming metrics. My focus is on delivering insights that are not only informative but engaging, enabling stakeholders to quickly grasp performance trends and make informed decisions.

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How would you leverage player segmentation data to improve game design?

By analyzing player segmentation data, I can identify distinct groups based on their behaviors and preferences. This information helps tailor game features or monetization strategies specifically designed for each segment, enhancing overall player satisfaction and increasing engagement.

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What excites you the most about working as a Game Data Analyst at ATA?

I'm particularly excited about the prospect of collaborating with a passionate team dedicated to enhancing the mobile gaming experience. The ability to influence game design through data-driven insights and the supportive environment that ATA fosters for innovation aligns perfectly with my career aspirations.

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Our mission is to build and create online communities and technologies that change how people socialize and play on mobile devices.

1 jobs
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VIEW MATCH
FUNDING
DEPARTMENTS
SENIORITY LEVEL REQUIREMENT
TEAM SIZE
SALARY RANGE
$75,000/yr - $95,000/yr
EMPLOYMENT TYPE
Full-time, remote
DATE POSTED
November 28, 2024

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