Data Analyst

London, UKFull-timeBusiness IntelligenceView all jobs

We strongly encourage people of color, lesbian, gay, bisexual, transgender, queer and non-binary people, veterans, parents, and individuals with disabilities to apply. Bumble is an equal opportunity employer and welcomes everyone to our team. If you need reasonable accommodation at any point in the application or interview process, please let us know.

In your application, please feel free to note which pronouns you use (For example - she/her/hers, he/him/his, they/them/theirs, etc).

We strongly encourage people of colour, lesbian, gay, bisexual, transgender, queer and non-binary people, veterans, and individuals with disabilities to apply. Bumble is an equal opportunity employer and welcomes everyone to our team. If you need reasonable accommodation at any point in the application or interview process, please let us know.
In your application, please feel free to note which pronouns you use (For example: she/her/hers, he/him/his, they/them/theirs, etc).

Bumble is expanding its analytical function again. We are looking for experienced analysts to be part of an established team. You will be joining a team of ten, bright and savvy analysts and data scientists to work on a wide range of data challenges: evaluate product features, user behavioural pattern mining, A/B test results, PR materials and fun facts, revenue / user churn predictions, competitor reports, effect of marketing campaigns, social media data scraping and sentiment analysis (NLP), forecasting models and much, much more.

If you want to work with some of the most exciting technologies for big data, this is your chance! We constantly review and extend our tool stack to remain current. Continuous learning is a crucial part of the job. We participate regularly in conferences, meetups, trainings and internal hackathons. If many of the following speak to you, we would like to hear from you!


RESPONSIBILITIES/JOB ROLE

  • Manipulate complex datasets using a range of tools such as Python, SQL, Hive and Spark
  • Deliver actionable insights to product, marketing, billing, engineering and operations teams
  • Perform analysis across a variety of data topics and help solve challenges such as  interpreting split test results, predicting user behaviours and finding top performing user segments
  • Take the lead on new exploratory research projects in a wide variety of areas
  • Contribute to ongoing infrastructure improvements, e.g. our Python library

REQUIRED EXPERIENCE, KNOWLEDGE AND SKILLS

  • Strong commercial experience querying, analysing and providing insights from large datasets (100 TB+), preferably in online/tech industry
  • Advanced SQL: analytic functions, performance tuning, data wrangling
  • Python: pandas, scikit-learn, statsmodels, IPython/JupyterData Visualisation: D3.js, matplotlib, seaborn, plotly, ggplot (any of the above)
  • Experience in A/B testing analysis: significance analysis, non-parametric methods, bootstrapping
  • Ability to engage well with other parts of the business such as developers, product managers and senior management
  • Experience in presenting findings to varying audiences (technical and non-technical stakeholders) and catering presentation style appropriately
  • A strong attention to detail and a clear and concise writing style

DESIRED EXPERIENCE, KNOWLEDGE AND SKILLS

  • Hadoop, Hive, Spark, Exasol R
  • MicroStrategy or other BI platform
  • Data Modeling
  • Machine Learning: predictive models (Regression, GLM, Bayes, GBDT), clustering, NLP
  • Version Control experience: Git, SVN
Since its launch in 2014, has grown to become one of the most relevant social networks worldwide. Today, Bumble, the "female first" app with over 40 million users, connects people across dating, friendship and professional networking. No matter the type of relationship, women make the first move on Bumble. Bumble recognizes the importance of relationships and how crucial they are to a healthy, happy life. We’ve built our platform around kindness, respect, and equality – and our users play an important part in that. Bumble holds its users accountable for their actions and has zero tolerance for hate, aggression or bullying. Bumble is available in 144 countries. Since 2014, Bumble has facilitated over half a billion women-led first moves and over four billion messages sent. Bumble is free and available in the App Store and Google Play.

Please apply by submitting your resume along with a cover letter explaining why you want to work for Bumble and why you’re the ideal candidate for this role!

To learn more about life at the Bumble Hive, click here: https://thebeehive.bumble.com/careers/

Applicants are expected to have current work authorization in the country that the role is located.

ABOUT BUMBLE
Since its launch in 2014, Bumble has grown to become one of the most relevant social networks worldwide. Today, Bumble, the "female first" app with over 55 million users, connects people across dating, friendship and professional networking. No matter the type of relationship, women make the first move on Bumble. Bumble recognizes the importance of relationships and how crucial they are to a healthy, happy life. We’ve built our platform around kindness, respect, and equality – and our users play an important part in that. Bumble holds its users accountable for their actions and has zero tolerance for hate, aggression or bullying. Bumble is available in 144 countries. Since 2014, Bumble has facilitated over half a billion women-led first moves and over four billion messages sent. Bumble is free and available in the App Store and Google Play.