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Moniepoint

Data Science Manager (Credit)

RemoteNigeria only
Published
Role
Data Science
Experience
Senior
Salary not disclosed
Check eligibility

Open to NG only. Set where you work from to check your eligibility.

No BS summary

Data Scientist with 5+ years of experience in quantitative analysis, preferably in FMCG or Fintech. Requires an MSc/PhD in a scientific discipline and deep knowledge of statistical inference, causal inference, time series analysis, and optimization. Must have extensive experience in Multichannel Attribution Modeling and Marketing Mix Modeling, with strong Python and SQL skills, and experience with ML modeling packages and cloud infrastructure. Experience designing and analyzing experiments in digital products is essential.

Core skills

Multichannel Attribution ModelingMarketing Mix Modeling

Required skills

PythonPandasSciPyXGBoostJupyter/iPython notebooksPyMC3SQL

Required languages

English

What you'll do

  • Develop, 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 prediction, 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.
  • Develop, test and own our production marketing attribution models for better budgeting and increased marketing efficiency

What they require

  • 5 years of professional experience outside of an academic 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 applied knowledge in the following areas: statistical inference, bayesian statistics, causal 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 popular tools such as Pandas, SciPy, XGBoost, Jupyter/iPython notebooks and well-known 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 Cloud 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 provide product-shaping insights
  • Excellent spoken and written English

Moniepoint Inc. is Africa’s all-in-one financial platform, helping 20 million businesses and individuals access seamless payments, banking, credit, cross-border, and business management tools each month. As Nigeria’s largest merchant acquirer, it powers most of Nigeria’s point-of-sale transactions and processes over $250 billion in digital payment transaction value annually through its subsidiaries.

🇳🇬 NigeriaFintechmoniepoint.com/
Salary not disclosed