City of London, London
£600 - £700 per day
2 months ago
Data Scientist - Predictive Modelling / 6 month Contract / £650 - £750 a day / Central London
Title: Data Scientist
Start: ASAP (up to 2 weeks)
Length: 6 Months
Location: Central London
*Build and implement predictive purchasing models that provide future purchasing suggestions for returning customers.
*Perform in depth analysis on the structure of purchasing models.
*Implement customer segmentation, profiling and basket analysis models.
*Provide insight to drive marketing and promotional strategies for customer acquisition.
*Present insights into the customer journey and how retention/revenue can be increased.
*Define the predictive analytic road-map and develop key strategies surrounding the purchasing models.
Essential Skill Set:
*Extensive experience with programming and software engineering in Python
*Practical experience of production-ready Machine Learning models.
*Experience with machine learning frameworks, e.g. Scikit-Learn, Pytorch, Tensorflow
*Experience with recommender systems. For example:Collaborative filtering, Latent Variable models, NMF, Deep-CF, Factor Analysis
*Experience with Recommender Systems libraries, e.g. Spotlight, lightFM, Surprise.
*Strong experience in Time Series & Demand Forecast techniques.
*Deep experience in building/implementing predictive purchasing models which tools such as regression, Arima or exponential smoothing are required.
Bonus Skill Set:
*Experience of the GCP platform
*Experience in Software Engineering
*Experience in an eCommerce, Retail or Consumer Focused industry