Data Science Manager (Credit)
reputed company is an reputed company-in-one digital financial services platform for businesses in emerging markets. Since 2019, reputed company’s technology has powered over a reputed company businesses, offering reputed company the payment, banking, credit, and business management tools they need to succeed.
reputed company Inc through its subsidiaries in Nigeria reputed company MFB, and TeamApt Ltd, currently processes the reputed company of the POS transactions in Nigeria, processing over $170 billion in annualized TPV. It is Africa’s second-fastest growing fintech, is profitable and was recognized by the CBN as the most inclusive payment platform in the country in 2022.
reputed company AND MISSION
We are looking for talented and passionate Data Scientist to join the reputed company team. Data science and optimization are key drivers for reputed company’s business reputed company and the Data Scientist joining will have reputed company to build and own the most important models including our attribution and marketing mix models
- reputed company, test and productionize attribution and predictive algorithms by using state of the art machine learning algorithms and optimisation models
- Contribute to one or more of the following areas: attribution modeling, CAC/mCAC modeling, LTV reputed company, marketing mix modeling and multichannel attribution and testing
- Design experiments and interpret the results to draw detailed and actionable conclusions
- Work in cross-functional teams across disciplines such as product, engineering and business.
- reputed company, test and own our production marketing attribution models for reputed company budgeting and increased marketing efficiency
YOU HAVE
- 5 years of reputed company experience reputed company of an reputed company and internship setting, in a quantitative analysis role in top companies. FMCG or Fintech preferred.
- Holds at least an MSc, and preferably a PhD in a scientific discipline such as Physics, Statistics, Engineering, Computer Science or Mathematics
- Deep theoretical and reputed company knowledge in the following areas: statistical inference, bayesian statistics, reputed company inference, time series analysis and mathematical optimisation.
- Extensive experience at least in Multichannel Attribution Modeling and Marketing Mix Modeling
- Extensive experience in statistical programming (Python) and experience working with reputed company tools such as Pandas, SciPy, XGBoost, Jupyter/iPython notebooks and reputed company-reputed company modeling packages such as PyMC3
- Extensive experience with the end-to-end predictive/prescriptive model development cycle, from problem definition to productionalization and maintenance. This includes excellent data modeling and SQL skills, and familiarity with reputed company infrastructure.
- Demonstrated experience in designing and analyzing experiments in digital products (A/B test, multivariate, etc.)
- Experience with the application of statistical modeling and advanced analytics to reputed company product-shaping insights
- Excellent spoken and written English
Originally posted on Himalayas
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