Join Our Inclusive Team as a Senior Data Scientist at Bumble Inc.
At Bumble Inc., diversity fuels our innovation. We are committed to equal employment opportunities and actively welcome applications from people of colour, LGBTQ+ individuals, veterans, parents, individuals with disabilities, neurodivergent individuals, and more. We believe in inclusivity and are happy to discuss reasonable adjustments to facilitate a confident application process.
If you use specific pronouns, please include them in your application (e.g., she/her, he/him, they/them).
We are looking for a skilled Senior Data Scientist to specialize in the development of sophisticated Customer Lifetime Value (CLV) models within our dynamic company. This role is perfect for someone with a solid background in tech analytics, especially from sectors like dating, social media, gaming, or similar high-data environments, and a passion for making a meaningful impact through data.
About the Role
As a Senior Data Scientist, you will:
- Develop advanced CLV models tailored for our unique two-sided marketplace.
- Work closely with cross-functional teams to unlock vital insights into customer behavior and revenue opportunities.
- Use complex datasets of revenue, payments, and behavioral data to drive impactful decision-making.
- Collaborate with senior leaders and stakeholders to define key business challenges and strategic priorities.
- Manage projects across analytics engineering, data science, and MLOps, balancing tactical and strategic demands.
Key Accountabilities
- Lead the creation and refinement of CLV models, leveraging detailed analytics to enhance business strategies.
- Provide actionable insights, guide meritorial techniques, and promote a data-driven culture aligned with our business goals.
- Drive forward our data science roadmaps, supporting experimentation and advocating for continual improvements.
- Adopt an integrated approach to analytics by leveraging cross-team expertise and reviewing all potential problem drivers.
Required Experience & Skills
- Advanced degree in Mathematics, Engineering, Information Sciences, Economics, Finance, or related field.
- Experience in high-data-volume industries such as dating, social, gaming, or financial services.
- Proven expertise in ML and statistical model construction, including demand forecasting and CLV estimation.
- Minimum 3 years of experience with Python/SQL, and familiarity with tools like Kubeflow, Streamlit, Looker, and Tableau.
- Strong understanding of the ML applications development lifecycle, including CI/CD, version control, testing, MLOps, and agile methodologies.
- Experience in managing data infrastructures and partnering with data engineering teams to enhance data ingestion and optimization.
About Bumble Inc.
Bumble Inc. is the parent company of pioneering brands like Bumble, Badoo, Fruitz, and Official. Founded with a commitment to building healthy, equitable relationships, our platforms cater to various social connections, including dating, friendship, and professional networking. Established by Whitney Wolfe Herd in 2014, Bumble empowers women to make the first move. Our family of brands promotes open, honest communication and meaningful connections.
Position: Senior Data Scientist, Revenue
Location: Bumble Inc.
Ready to make an impact at a company that values diversity and innovation? Apply to Bumble Inc. today and help us shape the future of social connectivity!