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Data Engineer

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Profil publié le : 03/07/2023 Profil vu : 655 fois Référence : PROF00006974

 
 

Compétences

Expert Moyen Débutant

BDD

Azure Azure Cloud Data BI ETL MYSQL ORACLE POSTGRESQL

Connaissances fonctionnelles

data factory GCP Leadership Administration Advertising Assurances Business Cloud Coordination Delivery digital Financial google Microsoft MOBILE office offshore Performance pipelines Powerpoint PROCEDURES ROADMAP SOFTWARE Strategies transformation WEB workflows

Langages

C C++ PYTHON scala Spark SQL CoreData GO JAVASCRIPT JIRA MongoDB R SCRIPT SHAREPOINT SHELL SWIFT

Méthodes

Data Integration DEVOPS AGILE api CSV Management MIGRATION REST SCRUM Support Testing TFS

Outils

Azure Data Factory GitLab Azure Databricks GoAnywhere MFT Teams Trello Vault

Réseaux et Middleware

AWS Monitoring

Systèmes

GIT

Diplômes et formations

Pays / régions

Expérience professionnelle

Skills • Databases
MSSQL, Oracle DBMS, Azure SQL, DynamoDB, MySQL, PostgreSQL, MongoDB, Azure SQL

• Langages
T-SQL, Python, C, C++, R, JavaScript, Rust, Go

• Cloud
Microsoft Azure, Amazon Web Services (AWS), Google Cloud

• Methodologies
Agile (Scrum)

• Tools
MS Pack Office, TFS, Azure DevOps, Asana, JIRA, Trello, Git, GitLab, Google Workspace, Microsoft Teams, Powerpoint, Sharepoint
Education July 2013 - July 2016
42 (EPITECH equivalent), Paris – Software Engineering
Extensive education in computer science fundamentals. Comprehensive training in bare metal programming, high-level scripting, version control, team collaboration, network protocols, and cybersecurity

January 2015 - April 2015
HEC Paris, Jouy-en-Josas/London – Track Digital Training
Comprehensive training program in market research, data analysis, and product
development training. Includes intensive courses on legal fundraising processes and project presentation techniques

April 2014 - June 2014
HEC Paris, Jouy-en-Josas – Certificate in Digital Transformation
In-depth training program intertwining business studies, project management, and
collaborative skills. Emphasizes leveraging digital processes to define new strategies for
existing products. Includes intensive courses on agile methods.

Languages
Langages French (native), English (fluent)



WORK EXPERIENCE

EssilorLuxottica
Lead Data Engineer / Tech Lead
March 2022-April 2023
Context:
Technical leadership for BI projects. Development and industrialization of ETL interfaces.
Coordination of offshore developers. Design and enhancement of technical and data architectures. Improvement of collaboration and deployment processes. Administration of cloud resources.


Achievements:
• Led the team in developing and deploying:
o A global-scale supply chain data normalization interface that significantly improved forecasting capabilities
o A call center traffic prediction interface using machine learning, optimizing the management of human resources
• Oversaw the implementation and authored technical architecture of new forecasting and demand management software (SO99+ & Board) to enhance and standardize processes company-wide
• Developed reusable data extraction and delivery interfaces using MFT solutions
• Implemented a data lake with analytical storage in Parquet format
• Modeled and implemented an operating data store
• Developed data transformation pipelines using Databricks notebooks, Azure Data Flow pipelines, and SQL stored procedures
• Developed orchestration interfaces using Azure Data Factory
• Implemented and performed testing of machine learning pipelines on AzureML
• Implemented Git and improved the processes of development and technical collaboration, including pull requests and code reviews
• Improved deployment process through Azure DevOps pipelines
• Conducted a migration of an TFS collection to an Azure DevOps organization
• Administered the Azure DevOps organization and Azure resources for the department

Technical Environment:
Cloud: Microsoft Azure
Platforms / Services: Databricks, Azure Data Factory, AzureML, ADLS/Blob, Azure SQL, Azure Key Vault, Azure DevOps, MSSQL, GoAnywhere (MFT)
Programming Languages: Python, T-SQL, Shell scripts, Scala
Other: Google Workspace, Microsoft Teams


GNASOFT Septembre 2020 – Mars 2022
Tech Lead / Software Architect
Context:
Technical leadership and software architecture development for data projects. Offshore
resource management.


Achievements:
• Led an offshore developer team, ensuring adherence to deadlines and high-quality deliveries
• Developed programs for generating and sending automated messages related to financial portfolios
• Developed dashboards for monitoring portfolio positions and market value
• Developed automation scripts for extracting and cleaning web data
• Modeled and implemented an operating data store
• Implemented Git to support development processes and foster effective technical collaboration
• Implemented GitLab to enhance coordination among developers and streamline development processes
• Wrote retrospective documentation for deployed projects

Technical Environment:
Cloud: Microsoft Azure, AWS
Programming Languages: Python, R, SQL, Shell script
Other: GitLab, Trello, Google Workspace

Tiresio
Lead Software & Cloud Engineer / Tech Lead
April 2016 – March 2020
Context:
Development of a computer vision application that leverages image recognition to identify
commercial products and delivers personalized recommendations through engaging and
interactive native advertisements.


Achievements:
• Led technical team in building a REST API to meet partner publishers' needs, significantly boosting conversion rates on their advertising spaces
• Performed extensive data analysis by extracting raw data to generate a wide range of KPIs, providing valuable insights for our partners
• Aligned the technical roadmap with the company's strategy by categorizing and prioritizing projects to ensure optimal resource allocation

Technical Environment:
Cloud: AWS
Services: AWS Route 53, API Gateway, AWS Lambda, Amazon S3, DynamoDB
Programming Languages: JavaScript, Python, SQL, Shell script
Other: GitLab, Trello, Google Workspace


INNOV8 Group
Software Engineer
Avril 2015 – Juin 2015
Context:
Development of a data store using website data to feed a mobile price comparison
application.

Achievements:
• Developed web scraping scripts to gather raw data
• Designed SQL databases to efficiently organize the data
• Modeled CoreData schemas to properly cache data on mobile devices

Technical Environment:
SQL, Shell script, Swift, Python, MSSQL



AXA Assurances
Software Engineer
June 2014 – December 2014

Context:
Leveraging and enhancing data collected by AXA Assurances to bolster road user safety.

Achievements:
• Developed algorithms to assess road risks
• Deployed a REST API to allow end users to query our data
• Supported performance monitoring of algorithms and made adjustments based on user feedback
• Developed a data extraction interface for CSV files
• Authored the technical documentation for the data extraction interface
• Modeled a SQL database to organize the data extracted from the interface
• Conducted an analysis to identify areas for enhancing data processing workflows

Technical Environment:
SQL, Shell script, JavaScript, Node.js. Amazon EC2, MySQL
 
 

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