Staff Data Scientist

Unity Technologies; San Francisco (CA); On-site; USD 168,000 - 322,000; Full time

Job summary

Join a forward-thinking company as a Staff Data Scientist. This role focuses on building frameworks and tools to empower teams in conducting experiments at scale. You will enhance methodologies, create intuitive tools, and collaborate with various teams to democratize experimentation. Your expertise in statistical methods and programming will be crucial in improving the efficiency and accuracy of experimentation processes. This innovative firm values creativity and aims to make data-driven decisions accessible to all employees, fostering a culture of experimentation and continuous improvement.

Qualifications

• Strong expertise in designing and analyzing A/B tests and multivariate tests.
• Deep understanding of statistical methods for experimentation.
• Proficiency in programming languages for data science.

Responsibilities

• Enhance analysis methodologies to ensure robust experimental results.
• Create intuitive tooling for teams to monitor and interpret experiments.
• Establish gold-standard approaches for experimental design and analysis.

Skills

Statistical Methods

A/B Testing

Python

R

SQL

Causal Inference

Collaboration Skills

Education

Degree in Statistics

Degree in Data Science

Degree in Mathematics

Degree in Computer Science

Tools

AWS

GCP

Azure

Spark

BigQuery

Job description

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The opportunity

We’re seeking a highly skilled and proactive Staff Data Scientist to join our Experimentation Platform team. In this role, you will focus on building robust frameworks and tools that empower teams across the company to conduct experiments at scale. Your work will enable experimenters to design, execute, and interpret experiments using cutting-edge methodologies, while also improving the overall efficiency and accuracy of experimentation processes. In addition to guiding experimental design and analysis, you will define and implement methods for analyzing data, codified into scalable tools for widespread use.

This position is ideal for someone with a deep understanding of experimentation, statistical methods, and an interest in creating standardized systems and tooling that democratize experimentation across an organization.

What you'll be doing

• Enhance analysis methodologies: Explore and implement advanced methodologies - such as using covariates to augment analysis or improving statistical rigor - to ensure robust and reliable experimental results.
• Tool building and automation: Create intuitive tooling that allows teams to monitor, interpret, and understand the impact of their experiments without requiring deep statistical expertise.
• Design and analyze experiments: Partner with stakeholders to model and analyze key experiments, ensuring proper design (e.g., randomization, sample sizing) while providing insights into their results.
• Define best practices: Establish gold-standard approaches for experimental design, measurement, and analysis, including tradeoffs between statistical techniques such as frequentist, Bayesian, and causal inference.
• R&D for innovation: Research and implement cutting-edge techniques, such as uplift modeling, causal inference, and advanced A/B testing frameworks, into tools for broader use across the company.
• Collaborate with product and engineering teams: Work closely with engineers to integrate experimentation tooling into the company’s platforms and systems, enabling seamless adoption and execution.
• Democratize experimentation: Set up educational resources, documentation, and dashboards that empower experimenters to confidently design, run, and understand their experiments using the platform.

What we're looking for

• Background in Statistics, Mathematics, Computer Science, Data Science, or a closely related field.
• Strong expertise in designing, executing, and analyzing A/B tests, multivariate tests, and other experimental methodologies.
• Deep understanding of statistical methods for experimentation, including frequentist (e.g., t-tests, ANOVA), sequential testing and resampling methods.
• Proficiency in programming languages for data science (e.g., Python, R), including building data tools and libraries for experimentation workflows.
• Expertise in leveraging data analysis tools, such as SQL (or similar technologies) to investigate and identify root causes for unsuccessful experiments, ensuring insights are actionable and experimentation methodologies are continuously improved.
• Familiarity with the use of covariates, regression-based approaches, and causal inference techniques in experimental analysis.
• Demonstrated ability to partner with engineering teams to integrate data science workflows into scalable platforms.
• Familiarity with cloud computing platforms (e.g., AWS, GCP, Azure) for managing data pipelines and tools.

You might also have

• Prior experience building or contributing to an experimentation platform or framework, especially within an organizational context.
• Expertise in building APIs, libraries, or interfaces to enable self-service experimentation.
• Prior exposure to ad tech platforms, including knowledge of campaign optimization, audience targeting, and attribution modeling.
• Knowledge of big data tools and technologies (e.g., Spark, Flink, BigQuery) for large-scale data analysis.
• Excellent communication and collaboration skills - able to convey statistical and technical concepts clearly to non-technical stakeholders.

Additional information

• Relocation support is not available for this position.

Life at Unity

Unity [NYSE: U] is the leading platform to create and grow games and interactive experiences. Creators, ranging from game developers to artists, architects, automotive designers, infrastructure experts, filmmakers, and more, use Unity to bring their imaginations to life across multiple platforms, from mobile, PC, and console, to spatial computing.

As of the third quarter of 2024, more than 70% of the top 1,000 mobile games were made with Unity, and in 2024, Made with Unity applications had an average of 3.7 billion downloads per month. For more information, please visit Unity .

Unity is a proud equal opportunity employer. We are committed to fostering an inclusive, innovative environment and celebrate our employees across age, race, color, ancestry, national origin, religion, disability, sex, gender identity or expression, sexual orientation, or any other protected status in accordance with applicable law. Our differences are strengths that enable us to support the growing and evolving needs of our customers, partners, and collaborators. If there are preparations or accommodations we can make to help ensure you have a comfortable and positive interview experience, please fill out this form to let us know.

Pursuant to the San Francisco Fair Chance Ordinance, we will consider for employment qualified applicants with arrest and conviction records.

This position requires the incumbent to have a sufficient knowledge of English to have professional verbal and written exchanges in this language since the performance of the duties related to this position requires frequent and regular communication with colleagues and partners located worldwide and whose common language is English.

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*Note: Certain locations require a good faith disclosure of the base salary range for the role. The actual salary for the successful candidate may differ based on location, experience, and other job-related factors.

Gross pay salary$168,900—$321,600 USD