Aurelia Amalvict

Data Analyst / Product - Python R

Moves to Paris, Paris, Nantes, Lyon

  • 48.85661400000001
  • 2.3522219000000177
  • Indicative rate €500 / day
  • Experience 2-7 years
  • Response rate 100%
  • Response time 24h
Propose a project The project will only begin when you accept Aurelia's quote.

Availability not confirmed

Propose a project The project will only begin when you accept Aurelia's quote.

Location and geographical scope

Paris, France
Can work in your office at
  • Paris and 50km around
  • Paris and 15km around
  • Nantes and 20km around
  • Lyon and 20km around


Project length
  • ≤ 1 week
  • ≤ 1 month
  • Between 1-3 months
  • Between 3-6 months
  • ≥ 6 months



  • Français

    Native or bilingual

  • Anglais

    Full professional proficiency

  • Polonais

    Native or bilingual

  • Espagnol

    Limited working proficiency

Skills (19)

Aurelia in a few words

I am currently working on a mission at LaFourchette as a Data Analyst and I would be very happy to discuss any mission related to data analysis/data mining/data visualization.

As a freelancer in Data Analysis I love working hand in hand with all the teams across companies I work with to give them access to clean and reliable data. With a strong focus on Product, my missions range from creating easy to handle dashboards to strategic data topics and data product management missions.

Types of missions I can help you with:
- Perform Data Mining to draw business and directly actionnable insights
- Apply machine learning for analysis purposes to help you leverage your data
- Define the right KPIs to monitor your business challenges
- Structure your analysis and monitoring approach
- Create Dashboards in Tableau/Chartio/Google Data Studio to monitor your performances
- Help you determine what metrics drive your business (time analysis, conversions, reach...)
- Perform Data Visualisation to enhance the beauty of your data for internal or external communication
- Implement new Product tracking tools such as Google Analytics, Amplitude, Heap Analytics
- Orchestrate Product Data Maganement missions

R, Python, SQL, Heap Analytics, Google Analytics, Data Studio, GTM, BigQuery, Snowflake, ABTasty,, Tableau

I can work from your offices in Nantes, part-time remotely from Paris and Lyon.

Hope to hear from you soon !




Data Analyst

Paris, France

March 2020 - Today

- Orchestrated the migration of TheFork’s web analytics platform as PM from Adobe Analytics to Google Analytics (from creating specs, to GTM setup and testing of the implemented tracking)
- Conducted an exploratory analysis on repeat behaviors of customers on R and Python to understand drivers of going from 1 to 2 bookings on the platform
- Paired with BI Data Engineers to stabilize the B2C data assets to answer marketing analysis and reporting needs in the context of migration from Impala to Snowflake (creation of a customer datamart, migration of reports on Tableau, advanced SQL extracts on acquisition, retention and repeat topics)

Malt - Malt

Software Publisher

Product Data Analyst

Paris, France

June 2018 - Today

As the first Data Analyst at Malt, my main mission is to perform analysis and data mining to help Product Managers make data-driven product decisions.

Drive Data Analytics Strategy
- Worked with Malt CPO to build our data analytics strategy
- Defined and organized the Data Analysis Roadmap
- Recruited, trained and managed a team of 3 Product Data Analysts
- Facilitated Data Analyst team meetings
- Created a dedicated data section during the all-hands meetings to share impacting analysis within the company

Helped Product, Customer Care and Marketing teams make data-informed decisions
- Performed Data Mining exploratory analysis in R or Python to draw actionable product insights before the launch of feature conception
- Analyzed usage adoption after the launch of features through extended analysis and easy to use, automatic dashboards
- Communicated key results from exploratory analysis and post-launch analysis with the main stakeholders of each project
- Analysed the impact of a new search engine version implementation

While working on transversal data projects
- Put in place a new analytics tool to smooth the tracking process and give access to clean and certified data to Product Management and Design team (Heap Analytics)
- Created an easy to handle excel tool to measure the significance of our ABTests and analyzed the performances of front and server-side ABTests (design, workflow, algorithmic changes)
- Lead the project, performed analysis and data visualisations for our first edition of “Malt Tech Trends”, our first data report

Tools used: R, Python, SQL, Heap Analytics, Google Analytics, Data Studio, GTM, BigQuery, ABTasty,


Cosmetics & Fashion

CEO and Co-founder

Paris, France

October 2017 - October 2018

Organized events and developed a fitting software to help women find the perfectly fitting bra and gather data about their breasts and bras that fit their very specific shapes.
- Analysed the data gathered from 45 fitting sessions (300 observations) and created interactive analytical reports for our 4 corporate partners on Tableau
- Product development: created the app mock-ups and developed the MVP in Ruby on Rails
- Created a playful and automatized event subscription experience via a messenger bot

Bpifrance Le HUB - BPI France

Consulting & Auditing


Paris, France

December 2016 - July 2017

Le Hub is part of the Innovation Department at Bpifrance and is a business facilitator and trusted third party helping large companies (CAC40 / SBF120) and the most innovative French startups to develop their businesses together.

- Formalized corporate clients’ innovation needs regarding their strategies (sector of focus, scope: acquisition, co-development, trade partnerships)
- Identified, analysed and selected startups that matched their needs (product, strategy, key financial results, management team, track record, competitors, market positioning)
- Followed up the relationship and supported both parties in business deal closing in diverse industries (Heavy Industry, Logistics, Agro-food, Cosmetic Industry, Construction, Real Estate, Retail, Telecommunication, Aerospace and Defense)
- Analysed AI, Smart City and Smart Food French startup markets to structure and publish summarized market maps

EY - EY Organisation

Consulting & Auditing

Assistante Business Development

Paris, France

July 2016 - December 2016

- Reported and analysed financial performances on Excel (forecast for sales growth, local and global penetration rate, scope: 1 200 companies)
- Organized the back-office for more efficient reporting and analysis (computed together all the work basis and spreadsheets)
- Charged with the board presentations for Partners meetings regarding Business Development Strategy in the Parisian region
- Studied direct EY competition, on the Middle Market offer: Positioning Strategy and Innovation
- Benchmarked strategic challenges for 10 targeted accounts in Life Sciences, Telecommunication and Retail industries
- Sorted out, selected, analysed application forms and prepared interviews for the French pilot program of The Entrepreneurial Winning Women EY contest (about 10 applications)

Malt - Malt

Software Publisher

Account Manager

Paris, France

May 2015 - August 2015

- Built and maintained strong, long-lasting customer relationships with 20 clients per week by telephone in the IT and Business Development industries
- Forecasted, reported sales, tracked key account metrics and weekly KPIs with Excel
- Generated leads and responded to sales enquiries ensuring high enquiry-to-sales conversion rates from 11% to 17%
- Identified the businesses’ hiring needs, obtained job descriptions and proposed targeted freelancers profiles (over 60 calls per day)
- Analyzed and controlled back office monetary transactions and litigations

Selma Hadj Hamou - Malt Community SA


Aurélia is one of the best data analyst I had the pleasure of working with. She makes clear, precise and in-depth analyses with always a deep understanding of the business underlying them. She is valuable asset in any product/marketing team as she is able to make clear and actionnable recommandations for these teams. She is always optimistic and positive which make it a real pleasure to work with her.


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