Quantitative Methods Specialist @ - Statistical analysis for research
- Brand Analysis and scoring
- Gap analysis for brand
- Lifestyles, consumer motivations and behaviour research and analysis
- Clustering and segmentation
- Regression modelling, attribution modelling
- CRM data and Research data insights integration using statistical techniques
- Sampling and weighting techniques
- Data mining
- SPSS Statistics From June 2015 to Present (7 months) London, United KingdomStrategic Insight Analyst - Knowledge Development Team @ - Quantitative methods and Statistical analysis
- Customers segmentation (Cluster analysis - K-Means, Two-Step, PCA/Factor analysis)
- Customer profiling (CHAID, Decision Tree, indexing)
- Attribution models (Logistic Regression, Linear Regression)
- Clustering attribution algorithms
- Database Marketing
- Data mining
- Marketing Campaign performance Analysis
- SPSS Modeler
- SQL From October 2014 to June 2015 (9 months) Marketing Insight Manager - Data Intelligence Team @ - B2B
- Statistical analysis, CRM
- Responsible for the implementation of a new marketing retention targeting tool by developing COX Regression models
- Managing CRM customer optimisation by building statistical models (attribution, upsell, retention models)
- Customer profiling, segmentation and targeting
- Database Marketing (data miner and modeler)
- Quantitative methods (cluster analysis/ segmentation, Anova test, Chi-Square test, K-Means, Factor Analysis)
- SPSS Modeler
- Internal reporting and insights presentation
- Communication campaigns analysis From November 2013 to October 2014 (1 year) London, United KingdomProfessional Services Analyst @ - CRM: Regression models (logistic regression and linear regression): attribution, acquisition and retention models for various clients
- Saturation curves and ROI analysis
- Segmentation
- Personar profiling
- Database Marketing – Orchard database. Data analysis, cleansing and data integration – (database merging, data aggregation, data transformation)
- SPSS Statistics From April 2013 to September 2013 (6 months) Market Researcher - Project Manager @ - Management and development of a new research project
- Online survey creation and implementation
- Responsible for collecting market data and evaluating information from diverse market sources
- Analysing qualitative and quantitative information to support and review new and existing marketing and sales strategies
- Final report implementation, presented to the Main Board of the Group From May 2012 to October 2012 (6 months) Modena Area, ItalyResearch Board COBEREN - Market Researcher & Analyst (Consumer Behaviour EU Research) @ - European Union research on consumer behaviour (COBEREN Consumer Behaviour Research Network).
- Research and survey on consumption pattern (qualitative and quantitative)
- Data collection and data analysis. Report creation and meetings participation
- Statistical analysis and modelling project (Multidimensional scaling, ANOVA test, Eta Squared)
- New market segmentation approach definition by using socio-economics datasets
- SPSS Statistics From June 2010 to February 2012 (1 year 9 months) Rebate Analyst @ Microsoft @ - Ownership of Microsoft Large Account Resellers and Commercial Distributors rebate campaigns
- Implementing and suggesting new channel rebates programs
- Accurately calculating and paying rebates across EMEA regions in accordance with contract terms and conditions
- Prepare and drive key performance metrics and reports for the group
- Resolving all queries with external clients assigned in a timely manner From October 2007 to February 2009 (1 year 5 months) Administration Dep. & Purchasing Dep. @ Performing several administrative and commercial duties From April 2007 to October 2007 (7 months)
Master's degree, Economics, Marketing and Communication, 110/110 cum Laude - 1st Level @ Ca' Foscari University of Venice From 2009 to 2012 Bachelor's degree, International Economics and Marketing, 106/110 - 1st Level @ Università degli Studi di Modena e Reggio Emilia From 2003 to 2007 Rita Bini is skilled in: Data Analysis, Marketing, SPSS, Segmentation, Data Mining, Customer Insight, Statistical Modeling, Teamwork, CRM, Quantitative Research, Marketing Research, Regression Models, Data Modeling, Cluster Analysis, Microsoft Excel, Microsoft Office