Aurore Kervella

Senior Data Analytics Manager

Salaire / Taux journalier

Paris, France

Freelance

Peut venir sur site

Expertises

CRMData MiningData ScienceWeb Analytics

Langues

Français (Maternelle)Anglais (Courant)

À propos

Introduction

VP Data with 15+ years driving data strategy across high-growth tech companies like Heetch and Uber. Led analytics and data science teams transforming customer platforms and CRM strategies for global brands including Sephora and Dior. Published author specializing in data-driven decision-making, customer segmentation, and building scalable analytics frameworks that deliver measurable ROI.

Liens

Expérience de travail

VP Data

Heetch

sept. 2019 - Présent

7 ans 2 mois

Paris Area, France

President

KAT6 FRANCE

juil. 2023 - Présent

3 ans 4 mois

Manager, Data Analytics and Data Science

Uber

mai 2016 - mai 2019

3 ans 1 mois

San Francisco, Californie, États-Unis

- Communication Platform - Web Analytics - Customer Identity Platform - Conversational Interface

Senior Analyst, CRM Analytics

SEPHORA

mai 2015 - mai 2016

1 an 1 mois

- Help build Personalization plan through New clients and Lifecycle analysis - Support central team with ad hoc studies: creation of a segmentation based on RFM, Products, sensitivity to price and trend, analysis of the clients lifecycle, etc. - Creation of new CRM dashboard to monitor the business and the loyalty program - Optimization and automation of several SAS programs leading to a more efficient productivity

Studies Project Manager

Parfums Christian Dior

juin 2011 - mars 2015

3 ans 10 mois

The Studies team is a service center for markets, product categories and management. - Provided markets with statistical tools (segmentations, scores, decision trees) in order to drive the CRM action plans and improve the ROI efficiency, consolidated campaigns’ results and conducted tests to innovate and op-timize the actions - Defined and drove market CRM KPI’s and built a monthly dashboard to help market monitoring their business - Fed Marketing and Product Development strategy through a better understanding of the purchase behavior of our customers by creating a new quarterly dashboard, conducting ad hoc studies and post launch studies - Nurtured strategic CRM thinking on the mechanic of loyalty programs: entry/exit criteria definition, volume and budget forecasting, dashboards creation, lifecycles studies … - Supported markets in the transition from a mileage to a relational program and ensured the efficiency of this transition by conducting a qualitative study - Analyzed the potential of new clients to create a new Welcome Cycle and help Beauty Consultants to detect good clients on counter - Direct manager of 2 interns and management of external consulting agencies

Data Analyst Consultant

ClaraVista

avr. 2008 - juil. 2011

3 ans 4 mois

Consulting agency specialized in high performance marketing. Missions in several sectors: Luxury and Cosmetics (Louis Vuitton, Hennessy, Kenzo, Emilio Pucci, Estée Lauder, Dior), Retail (Sephora, Marionnaud, Atol), B2B (Ticket Restaurant), Media and Telecommunications (SFR, Europalaces). - Datamining: database audit, clients profiling, segmentation and typology (clients / products), statistical algo-rithms and basic datamining (PCA, regression, discriminant analysis, decision tree, clustering methods, duration models…) - Research for innovative methodologies: clustering algorithms, basket analysis, etc. - Marketing campaigns: creation and analysis of e-mailing campaigns using elaborated targeting methods. - Market studies: creation and analysis of questionnaires in the transition from a mileage to a relational program and ensured the efficiency of this transition by conducting a qualitative study ==> In parallel, supervised students on Statistics projects at the Ensai.


Formation

ENSAI

Master’s Degree, Statistics, Marketing and CRM

2005 - 2008

4 ans

Preparatory classes for selective postgraduate schools

Maths, Physics (MPSI - MP)

2003 - 2005

3 ans


Licences et certifications

Preventing Workplace Harassment

Délivré le : déc. 2025

Certifié par Emtrain

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