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Product Data Scientist

Product Data Scientist

Remote - US & Canada

We’re looking for an experienced Data Scientist to help us develop scalable data-driven solutions that enhance player understanding, foster safe and secure online communities, and optimize the overall player experience. This role is critical for innovating and expanding upon our existing game analytics tooling, and will work with data professionals, application engineers, and stakeholders throughout the studio to create new functionality that serves the needs of gamers AND game developers everywhere.

On any given day at thatgamecompany, you might:

  • Comb through large sets of game telemetry data to uncover player relationships, feature usage trends, security threats, inefficiencies, and opportunities to improve the player or developer experience.

  • Design and test innovative solutions to improve new player retention through data-driven insights and automation

  • Develop novel solutions to identify, surface, and mitigate non-human bot activity

  • Translate data-driven solutions into product features to automate and share our innovations

  • Give a presentation to help talk through some unintuitive discoveries from one of your data models

We expect you to:

  • Have deep passion for video games; be a gamer and think on behalf of our players

  • Be curious, a problem solver and a self starter who is comfortable taking risks. Know how and when to apply your knowledge, and be willing to share with the rest of us

  • Be comfortable with ambiguity and able to navigate it to iteratively refine the problem space

Required Skills

  • 3+ Years of Experience applying Data Science methodologies to product development

  • Strong understanding of machine learning and statistical methods, including classical ML, deep learning, NLP, and anomaly detection.

  • Expertise in statistical concepts such as experimental design, hypothesis testing, regression, classification, and clustering

  • Proficiency in writing clean, efficient code in Python, Java, or Typescript

  • Experience writing optimized SQL Queries to build and analyze datasets

  • Familiarity with modern Cloud Platforms (preferably GCP)

  • Exposure to big data processing tools like BigQuery, Redshift, Snowflake, Spark, and Beam

  • Strong communication skills, desire to understand the data you’re using, and the ability to explain what you built and why you built it

  • Willingness to continuously learn, adapt, and step outside of your comfort zone.

Preferred Experience

Any of the following would be highly preferred, but most of all, we value team players who are eager to learn and contribute:

  • Kubernetes and Open Source tooling

  • Graph Databases or Matchmaking

  • Analysis of 3D event data

  • Experience developing Data-Driven SaaS Products

  • Experience in the video gaming industry

  • Experience in a small company with a startup feel

  • Interest in technical writing and sharing your work

Perks:

• Paid Time Off, Holidays, and Two Weeks Winter Break

• Employees and their dependents get medical, dental, and vision coverage, regardless of their level, tenure, or position within the company. Moreover, these benefits start on the first day of the job—there’s no waiting period before they kick in.

• Pet Insurance for those who need it too.

• Compassionate leave for employees who needs to take care of their family members

• Pre-tax wellness stipend

• Pre-tax work from home stipend

• Access our savings plan (401K program) with company match

• Mental health resources including Headspace membership and Employee Assistance Program (CCA)

• Discount portal for everyday goods and services

• Employee inclusive and diversity initiatives such as Grow Together

• Support for personal professional development

At thatgamecompany, we believe in fostering creativity, collaboration, and innovation. If you're excited about using data science to shape immersive gaming experiences, we’d love to hear from you!

Applicants must be authorized to work for any employer in the U.S or Canada. We are unable to sponsor or take over sponsorship of an employment Visa at this time.

 

The salary range for this position is $140,000 USD to $180,000 USD annually, with the opportunity to earn an annual discretionary bonus. This salary range is an estimate, and the actual salary may vary based on the Company’s compensation practices.
Employees in this position are eligible to participate in the Company’s standard employee benefit programs, which currently include the following: medical, dental, vision, 401k, and paid time off.

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What You Should Know About Product Data Scientist, thatgamecompany

At thatgamecompany, we're on the lookout for a talented Product Data Scientist to join our innovative team in sunny Los Angeles! If you have a passion for video games and a knack for turning data into actionable insights, this could be the perfect opportunity for you. As a Product Data Scientist, you'll be at the heart of our mission to enhance player understanding and foster secure online communities. Your role will involve diving into vast amounts of game telemetry data to uncover patterns and trends that can lead to exciting new features. Collaborating with data professionals and engineers, you'll design and test solutions that boost new player retention and combat the challenges posed by non-human bot activity. Your days will vary from creating valuable presentations that showcase your discoveries to writing efficient code in Python or SQL to analyze datasets. We’re looking for someone with at least three years of experience in data science and a strong grasp of machine learning techniques. You should be a self-starter, comfortable navigating ambiguity and sharing your findings with others. With great perks like health benefits starting on day one, a wellness stipend, and a robust 401k plan, we prioritize our team's well-being and personal development. If you’re excited about using your data skills to enhance gaming experiences, we want to hear from you!

Frequently Asked Questions (FAQs) for Product Data Scientist Role at thatgamecompany
What are the primary responsibilities of a Product Data Scientist at thatgamecompany?

As a Product Data Scientist at thatgamecompany, your main responsibilities will include analyzing large sets of game telemetry data to identify player trends, developing data-driven solutions to improve player retention, and creating features that automate insights sharing. You’ll also collaborate closely with engineering teams to refine product functions that enhance the gaming experience.

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What qualifications do I need to become a Product Data Scientist at thatgamecompany?

To qualify for the Product Data Scientist position at thatgamecompany, candidates should have a minimum of 3 years of experience applying data science methodologies in product development. A strong understanding of machine learning methods, statistical concepts, and proficiency in programming languages such as Python, Java, or Typescript is also essential.

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How does thatgamecompany support the professional development of its Product Data Scientists?

At thatgamecompany, we believe in continuous learning and professional growth. Our Product Data Scientists benefit from mentorship opportunities, access to training resources, and involvement in projects that expand their skill sets. Additionally, we offer a comprehensive benefits package that supports personal and professional development, including workshops and courses.

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What tools and technologies does a Product Data Scientist use at thatgamecompany?

Product Data Scientists at thatgamecompany utilize a range of tools including big data processing platforms like BigQuery and Spark, as well as machine learning frameworks. Expertise in SQL for data analysis, along with familiarity with cloud platforms such as GCP, is also critical for success in this role.

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What is the work environment like for a Product Data Scientist at thatgamecompany?

The work environment for a Product Data Scientist at thatgamecompany is collaborative, innovative, and supportive. We foster a culture of creativity and teamwork, where data-driven insights play a crucial role in shaping the player experience. You'll be working alongside passionate individuals who are dedicated to pushing the boundaries of gaming.

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Common Interview Questions for Product Data Scientist
Can you describe your experience with machine learning and how it applies to your role as a Product Data Scientist?

In your response, highlight specific machine learning techniques you've used, such as regression analysis or classification models, and explain how you applied them to solve real-world problems in gaming or product development. Providing examples will showcase your hands-on experience.

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How do you approach analyzing large datasets for player behavior insights?

Share your methodology for analyzing data, including any tools or software you typically use. Discuss how you define success metrics, identify trends, and ensure the reliability of your insights while considering player engagement and feedback.

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Describe a time you identified a significant trend in data that impacted product development.

Use the STAR (Situation, Task, Action, Result) technique to describe a past experience where your analysis led to actionable recommendations. Emphasize the importance of data-driven decisions and how they benefited the overall product or player experience.

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What programming languages are you proficient in, and how have you used them in your previous work?

Detail your experience with languages such as Python, Java, or TypeScript, providing examples of projects where you've implemented data analysis or developed algorithms. Highlight any specific libraries or frameworks you've used that are relevant to data science.

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How do you stay up-to-date with the latest developments in data science and gaming?

Discuss the resources you rely on, such as industry publications, online courses, or professional networks. Mention any relevant conferences or webinars you attend to enrich your knowledge and stay current in both data science and the gaming industry.

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Have you ever worked in a collaborative environment? How did you contribute to the team?

Share an example of a collaborative project emphasizing your role and how you contributed to achieving team goals. Highlight your communication skills and how you facilitated knowledge sharing with team members across different domains.

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What strategies do you use to ensure the accuracy of your data analyses?

Discuss your approach to validating your data sources, conducting quality checks, and the importance of hypothesis testing. Be sure to mention any specific tools or methodologies you've used to confirm your data integrity.

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How do you prioritize tasks when working on multiple data-driven projects?

Explain your project management skills and how you assess project significance and deadlines. Describe any tools you use for task management and how you communicate priorities within the team to ensure efficient workflows.

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How would you handle conflicting feedback from stakeholders during a project?

Discuss your conflict resolution skills and focus on how you would approach gathering more information, clarifying perspectives, and facilitating discussions to reach a consensus that aligns with project objectives.

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What excites you about the opportunity to work as a Product Data Scientist at thatgamecompany?

Share your passion for video games, data science, and how they intersect at thatgamecompany. Emphasize your enthusiasm to contribute to innovative projects that enhance the player experience and the company's mission.

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thatgamecompany is an American independent video game development company known for creating immersive role-playing, adventure, and action games like "flow," "Journey," and "Flower".

40 jobs
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CULTURE VALUES
Mission Driven
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Empathetic
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Full-time, remote
DATE POSTED
March 26, 2025

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