12th November 2019
Competitive + Benefits
Competitive + Benefits
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Badoo 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 young, 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!
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 Badoo 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: 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
Machine Learning: predictive models (Regression, GLM, Bayes, GBDT), clustering, NLP
Version Control experience: Git, SVN