Full-Time
Data Scientist
Recommendations
Bumble
1,001-5,000 employees
Online dating and social networking platform
No salary listed
Mid, Senior
London, UK
- A degree in mathematics or a similar quantitative discipline like economics or social science
- Strong statistical modelling background - hypotheses testing, inference, regressions, random variables
- Comfortable presenting back to technical and non-technical stakeholders through effective data visualisation and building of reporting frameworks
- Comfortable with Python data science libraries such as pandas, scikit-learn, numpy, statsmodels
- Strong SQL experience including analytic functions, performance tuning, data wrangling
- Ability to work collaboratively and proactively in a fast-paced environment alongside scientists, engineers and non-technical stakeholders
- A curious mind, self-starter and endlessly keen to learn and develop themselves professionally
- Work in a cross-functional team alongside machine learning scientists and machine learning engineers
- Work out where the most value is and help set up frameworks for evaluating algorithmic improvements
- Set up and conduct large-scale experiments to test hypotheses and drive product development
- Assess impact of algorithm changes on marketplace dynamics
- Partner with business functions and engineering teams to help frame problems into scalable AI solutions and solve key problems by leveraging the large and complex datasets at our disposal
- Collaborate with Product Management to establish roadmaps and define key metrics to optimise for alignment with Bumble’s strategic objectives
- Drive a culture of insightful storytelling across the business
- Keep up with state-of-the-art research with the opportunity to create prototypes for the business and present at top conferences
- An understanding of multi-sided markets and/or dating problem space
- Experience in using advanced statistical methods to solve problems. This can either be through academic projects and publications, or experience analysing and solving problems within industry
- Understanding of Machine Learning development lifecycle
- Hands-on experience in delivering Machine Learning models
- A basic knowledge of software development life cycle processes and tools - ETL pipelines, CI/CD, MLOps, agile methodologies, version control (git), testing frameworks
Bumble operates in the online dating and social networking market, providing a platform for users to connect for dating, friendship, and professional networking. Its main app is divided into three sections: Bumble Date for romantic connections, Bumble BFF for finding friends, and Bumble Bizz for professional networking. A key feature of Bumble is that it empowers women to initiate conversations, promoting respectful interactions. The app follows a freemium model, allowing free access with optional premium features for purchase, such as advanced filters and profile visibility. Bumble prioritizes user safety with features like photo verification to combat fake identities, fostering trust among users. The company's goal is to create a safe and balanced environment for meaningful connections.
Company Size
1,001-5,000
Company Stage
IPO
Headquarters
Austin, Texas
Founded
2014
Simplify's Take
What believers are saying
- Bumble's focus on AI-driven features could enhance user experience and engagement.
- Partnership with safety advocate Tarang Chawla strengthens Bumble's reputation in user safety.
- Expansion into professional networking with Bumble Bizz taps into a new user demographic.
What critics are saying
- Leadership changes may lead to strategic shifts disrupting current operations.
- Volatility in Bumble's stock indicates potential instability and market uncertainty.
- Allegations of failing to enforce user blocks could damage Bumble's reputation.
What makes Bumble unique
- Bumble empowers women to initiate conversations, setting it apart from competitors.
- The app offers three sections: Bumble Date, Bumble BFF, and Bumble Bizz.
- Bumble prioritizes user safety with features like photo and ID verification.
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Benefits
Remote Work Options
Flexible Work Hours
Growth & Insights and Company News
6 month growth
↑ 0%1 year growth
↓ -4%2 year growth
↑ 0%Alongside this, Bumble Inc. has appointed Julie Radford as its new Chief Communications and Corporate Affairs Officer, marking a notable leadership shift as the company works to reinvigorate its position in the online dating space.
What Happened?Shares of online dating app Bumble (NASDAQ:BMBL) jumped 23.8% in the afternoon session after the company reported decent first quarter 2025 results which included optimistic EBITDA guidance for next quarter that blew past analysts' expectations. On the other hand, its revenue guidance for next quarter missed. Separately, Bumble named Vivek Sagi as its new Chief Technology Officer, indicating the company's focus on product innovation and AI-led features. Zooming out, we still think this was a decent quarter featuring some areas of strength.The shares closed the day at $5.55, up 26.3% from previous close.Is now the time to buy Bumble? Access our full analysis report here, it’s free.What The Market Is Telling UsBumble’s shares are very volatile and have had 28 moves greater than 5% over the last year. But moves this big are rare even for Bumble and indicate this news significantly impacted the market’s perception of the business.The biggest move we wrote about over the last year was 9 months ago when the stock dropped 40.8% on the news that the company reported second-quarter earnings results. Its revenue missed Wall Street's estimates, and it severely downgraded its full-year revenue guidance from 9.5% year-on-year growth to 1.5% growth
Bumble under fire for allegedly failing to enforce user blocks.
Ms. Herd stepped down as chief executive of Bumble in 2023 and returned to the role this year.
Under Wolfe Herd's leadership, Bumble expanded beyond dating, launching Bumble BFF for friendships and Bumble bizz for professional networking.