PERM - Principal Data Scientist

Job description

**About the Team:** Grindr is an AI-native platform powering how millions of gay people connect globally. With 15M+ monthly users, 130B+ annual messages, and a team of fewer than 200, we move fast, stay lean, and tackle technical problems at a scale few companies ever see. As a Principal Data Scientist at Grindr, you will be working closely with product managers, product designers, and engineers to devise insightful metrics that guide development, design and execute novel experiments, present a data-driven viewpoint to guide key decisions, and find new avenues to drive growth through deep dive analysis. You will have the opportunity to work on models that are deployed to production and improve quality of life for our millions of users. You will also be an informal ambassador for the Data Science team to the rest of the organization, educating a diverse group on the many subtle aspects of utilizing data well. You will be a member of the data organization at Grindr, which integrates data scientists, data engineers, and ML/AI engineers into a single cohesive and collaborative team. This is a rare opportunity to learn, teach, and have an outsized impact alongside some of the top minds in the field. At Grindr, we operate in Grindr Mode. Moderately hardcore day to day, truly hardcore when it counts. It's about doing great work without burning out. Outcomes over outputs. Smart, driven people who raise your bar, with room to live full lives. This is a hybrid role based in our Palo Alto office and will require you to be in person Tuesdays and Thursdays. **About the Job:** - Develop and implement a set of techniques and applications to transform Grindr’s raw data into meaningful information using data-oriented programming languages and visualization software. - Design and evaluate experiments to measure the impact of Grindr’s product changes by analyzing data across the product to uncover root causes of metric movements. - Test, validate, and reformulate models to ensure accurate prediction of outcomes and interests. - Recommend data-driven solutions to key stakeholders. Communicate results to cross-functional stakeholders to inform them of product decisions, and develop tools to scale and automate analyses, and improve productivity across the company. - Deliver oral and written presentations of the results of mathematical modeling and data analysis to management or other end users. - Provide mentorship and guidance to team members and identify and recommend best practices to test, validate, and reformulate models and ensure accurate prediction of outcomes of interests. - Analyze, manipulate, or process large sets of data using statistical software. - Devise ML solutions to improve recommendations, detect spam, and better serve Grindr’s uses. - Clean and manipulate raw data using statistical software and compare models using statistical performance metrics, such as loss functions or proportion of explained variance. **Role Requirements:** - Master’s degree or foreign equivalent in Operations Research and Information Engineering, Computer Science, or related field, plus two (2) years of post-baccalaureate experience as a Data Scientist or in a related position. - Experience must include analyzing, manipulating, and processing large sets of data using statistical software and programming languages Python and SQL. - Developing scalable automated data analysis workflows using Pandas; testing, validating, and reformulating machine learning models using TensorFlow and PyTorch; conducting and interpreting A/B testing using Statsig. - Presenting mathematical modeling and data analysis results using Tableau; and working with the data platform Snowflake. **Benefits and Perks:** - **Health, Dental & Vision** Full premium coverage for you. Partial coverage for dependents. - **Family Formation** Up to $300,000 in fertility and family-building support, covering IVF, surrogacy, egg freezing, and adoption. - **Retirement:** 401(k) with 6% match and immediate vesting. - **Compensation:** Industry-competitive compensation, company bonus, and equity for every employee. - **Gender-Affirming Care** : Industry-leading gender-affirming offerings with up to 90% cost coverage, access to Included Health, monthly stipends for HRT, and more. - **Time Off & Rest** Flexible vacation policy. Two company-wide rest weeks per year. - **Other Benefits:** Monthly stipends for cell phone, internet, wellness, food, and commuting, breakfast/lunch **About Grindr:** Grindr is building the Global Gayborhood in your Pocket. With more than 15 million monthly active users, Grindr has become a fundamental part of the gay community and is charting a path to make the world more free, equal, and just. As a public company, we're moving into the next chapter: becoming an AI-native organization that's redefining what's possible for our community. We're embedding AI into our product and operations, moving with startup speed while operating at scale. Everything we do is rooted in impact for our users and outcomes for the business. This isn't social work, it’s impact through excellence. Business success is what gives us the power to serve our community and the seat at tables others can't reach. How we work is defined by Grindr Mode, our operating model that's moderately hardcore day-to-day and truly hardcore when it counts. We think like owners, drive real outcomes, create clarity through action, and push each other to go further than we thought possible. We’re headquartered in West Hollywood with offices in the Bay Area, Chicago, and New York. Our work extends beyond the product through Grindr for Equality, our social impact initiative that's partnered with 100+ community organizations globally to advance safety, health, and human rights for LGBTQ+ people worldwide. We're profitable, growing, and building a team of smart, driven people who bring different backgrounds, experiences, and perspectives to the work. Want to build technology at a massive scale that serves millions? Come join us! **Grindr is an equal-opportunity employer.** To learn more about how we handle the personal data of applicants, visit our [Employee and Candidate Privacy Policy](https://www.grindr.com/privacy-policy/applicant-privacy-policy/).