Data Scientist - Datamodelling and Data Mining
Data Scientist - Data Modeller & Miner
Data Scientist is required by our industry leading client to design and develop predictive models to support their strategies, leveraging the advantages predictive analytics can offer.
Key Responsibilities:
-Designing and delivering predictive and analytical models using SPSS Modeller (alternative considered), identifying interaction, attitudinal, description and behavioural data
-Provide technical guidance, consultation and support for less experienced SPSS Modellers as required
-Providing technical guidance for the development of in-house SPSS training material
Essential Skills:
-3 or more years' experience in statistical modelling and data mining using SPSS
-Ideally demonstrable experience of IBM SPSS Modeller v14.1 (or newer) - Alternative considered (SAS, RapidMiner etc.)
-3 or more years' experience in analysing marketing campaigns involving A/B testing, multivariate testing and segmentation
-Have in-depth knowledge and experience of developing customer acquisitions, value, churn, debt and retention models
-In-depth knowledge of data and dimensional modelling and conventional analytical techniques
-Experience in managing and preparing large datasets in an analytical environment using SQL and SPSS
-Have strong SQL skills
-Understanding of: CHAID and C5.0; Linear/Logistic Regression; Clustering techniques; Text Analytics; Analysis of variance; Support vector machines etc.
-Degree in quanititative discipline such as Statistics, Computer Science, Maths, economics etc.
Desirable Skills:
-Tableau/Qlikview etc.
-R Project knowledge
-Proven application of Crisp - DM
-Microsoft VBA