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jeanboutros/README.md

Jean Boutros

Data Architect and Engineering Manager

πŸ“ London, UK | πŸ“§ jean [dot] boutros [at] gmail [dot] com | πŸͺͺ LinkedIn | πŸ“ Medium Blog | πŸ’Ύ Github

About Me

Data engineering leader with 18 years of experience building scalable data systems and high-performing teams. Over the past 5 years, I've specialized in leading data engineering teams of 3-25 engineers, delivering data platforms, analytics solutions, and customer-facing applications.

I bridge technical implementation with business needs, translating requirements into solutions that drive measurable value. Currently seeking Head of Data or Head of Engineering opportunities where I can build data platforms that fuel business growth.

Core Expertise

Engineering Leadership

  • Team Building & Management: Built teams from 3 to 25+ engineers; established governance frameworks and reduced bench time by 30%
  • Cross-Functional Collaboration: Partner with Product, Business, and Design to shape roadmaps and drive delivery
  • Coaching & Development: Mentored engineers across all levels; created training roadmaps and communities of practice
  • Hiring & Retention: Recruited and retained high-performing engineers; built career progression frameworks

Technical Strategy & Architecture

  • Data Platform Engineering: Built data platforms, analytics solutions, and reporting systems that drive business decisions
  • Cloud Architecture: Cloud-native systems, data pipelines, dimensional models, microservices, real-time streaming (Kafka)
  • Infrastructure & DevOps: Infrastructure as Code (Terraform, Terragrunt), CI/CD with GitHub Actions, containerization
  • Delivery Excellence: Kanban-based delivery with iterative shipping and continuous improvement

Technical Foundation

  • Core Languages: Python, PySpark, SQL, Bash, Java, Kotlin
  • Cloud & Infrastructure: Azure (Data Factory, Functions, Data Lake, Event Hub), Kubernetes, Docker, Terraform, Terragrunt
  • Data Platforms: Databricks, Snowflake, Palantir Foundry, Unity Catalog
  • Data Tools: Kafka, Airflow, DuckDB
  • Databases: PostgreSQL, MySQL, ClickHouse, MongoDB, SQLite
  • DevOps & Integration: GitHub Actions, CI/CD, REST APIs, GraphQL, Spring Boot, Microservices, Databricks Asset Bundles, Hatch
  • Analytics & BI: Power BI, Tableau, Python (polars, pandas, delta lake, matplotlib, seaborn)

Professional Experience

Data Architect and Engineering Manager | Bauer Media Outdoor Europe | Aug 2024 - Present | London, UK

Leading engineering practice managing 3 direct reports + 12 indirect across data architecture and cloud engineering. Balance hands-on technical leadership with strategic planning and team development.

Product & Engineering Leadership:

  • Defined and implemented data architecture framework serving BI and analytics customers across the organisation
  • Collaborate with product and business stakeholders to translate requirements into scalable technical solutions
  • Deploy incremental improvements while maintaining uptime
  • Established principles and standards for data quality and processing, reducing incidents by 80%

Technical Delivery:

  • Engineered automated CI/CD pipelines with GitHub Actions, increasing deployment frequency and reducing incidents
  • Implemented Infrastructure as Code (IaC) using Terraform/Terragrunt for version-controlled, repeatable Azure infrastructure
  • Standardised data governance, access control, and security using Databricks and Unity Catalog
  • Led the development of data processing applications in Databricks with PySpark and Python to enable a new view into ads management and performance and reduce cost by approximately 50%. Critically, this enabled the business to identify revenue spillage points to take action and maximise revenue.

Team Leadership:

  • Mentor and coach 3 junior data engineers and 2 senior data engineers, developing a plan for their technical and non-technical growth, helping them to navigate the corporate environment, and preparing them for future leadership roles
  • Redesigned hiring process with coffee chats, practical design pattern discussions, and gamified coding assessments focused on real work scenarios rather than theoretical interviews
  • Created 3-year technical development plan where each engineer owns specific areas (CI/CD, metadata-driven development, unit testing) to build expertise and accountability
  • Conduct performance reviews, career planning, and skill development initiatives
  • Established development standards: code contribution guidelines, PR processes, commit message conventions, application design requirements (IaC, service principles, networking), data flow standards, and naming conventions
  • Designed 3-year team roadmap focused on sustainable growth, cross-skilling, and wellbeing through empathetic, incremental transformation

Data & Analytics Manager | PwC | Nov 2021 - Aug 2024 | London, UK

Led data transformation programs across Insurance and Transport sectors, architecting solutions using Databricks, Snowflake, and Azure services.

Engineering Leadership at Scale:

  • Built a 25-engineer data capability from the ground up β€” established governance, staffing frameworks, and reduced bench by 30%
  • Led team modernization: recruited engineers, defined training roadmaps, shifted from quick solutions (Alteryx, Excel, Power BI) to scalable cloud architectures using Databricks and Data Factory
  • Consulted on all data transformation projects across various sectors; supported client designs, pitches, and internal peer reviews; chaired steering group
  • Coached engineers across consulting lines on technical growth and delivery excellence

Technical & Product Delivery:

  • Architected and built data ingestion pipelines and platforms meeting complex business requirements
  • Delivered scalable solutions balancing customer needs, technical debt, and time-to-market
  • Developed reusable data engineering and DevOps assets for practitioners across the organization
  • Engaged directly with clients to understand requirements and shape technical roadmaps

Impact:

  • Grew the team from 0 to 25 engineers
  • Established community of practice with 50+ active members
  • Delivered 5+ client engagements across diverse industries

Data Science & Insights Lead | UNHCR (UN Refugee Agency) | Apr 2018 - Dec 2020 | Beirut, Lebanon

Built analytics applications and call center tools for humanitarian operations across the country.

Product Development in Challenging Environments:

  • Designed and shipped custom analytics applications and call center tools to gather data from refugee communities
  • Streamlined reporting workflows and customized outputs, increasing data accessibility for leadership and external partners
  • Increased call center case processing from 5 cases per week to hundreds per day, including life-threatening emergencies
  • Doubled call center funding through improved data transparency and impact reporting

Technical Delivery:

  • Built automated dashboards and visualizations using Python, Tableau, and Power BI to accelerate decision-making
  • Performed advanced analysis of multi-channel data using statistical modeling and machine learning techniques
  • Delivered an end-to-end data solution for collecting, analysing, actioning and reporting humanitarian emergencies

Impact:

  • Reduced report generation time from days to hours
  • Enabled faster response to natural disasters and crises through real-time data insights
  • Improved donor transparency, contributing to increased funding

FinTech Systems Integration Specialist | FOO s.a.l. | Jun 2017 - Apr 2018 | Beirut, Lebanon

  • Designed and built financial solutions like digital wallets, payment gateways, and transaction systems using Java, Kotlin and Spring Boot with reactive microservices architecture
  • Created secure SaaS experiences bridging front-end apps with back-end systems using API gateways and authorization services
  • Collaborated with partners in software, banking, and mobile spheres to prototype and deliver integrated products
  • Orchestrated software collaboration across vendors like Mastercard and Visa, banking gateways, internal services, and mobile teams

Multimedia Content Creator | Self-Employed | Jun 2013 - Jun 2017 | Beirut, Lebanon

Founded a multimedia production company creating video and photographic assets for clientele.

Enterprise Architecture Consultant | eProseed | Sep 2011 - May 2013 | Beirut, Lebanon

Migrated legacy systems into SOA frameworks using Oracle middleware, assisted in process analysis and redesign, and developed integration solutions using microservices and service buses.

HR Information Systems Analyst/Developer | Saint-Joseph University | Sep 2009 - Aug 2011 | Beirut, Lebanon

Designed and developed HR applications for personnel management, leave tracking, and payroll processing. Produced reports, analysis, and visualizations for quality control and auditing.

Full-Stack Web Developer | Swelpix | Nov 2006 - Jan 2009 | Beirut, Lebanon

Worked as full-stack web developer with PHP and MySQL. Used jQuery, JSON, REST APIs, and databases including PostgreSQL and Oracle DB.

Education

Master of Business Administration (MBA) | 2022-2023

Augment Business School, UK
Focus: Business Strategy, Marketing, Leadership, Innovation

MA in Data, Culture and Society | 2020-2021

University of Westminster, UK
Focus: Data & Society, Research Methods, Database Design, Data Visualisation

PGCert in Data Science, Innovation and Technology | 2019-2020

The University of Edinburgh, UK
Focus: Data Science, Machine Learning, Data Visualisation

BSc in Management Computer Information Systems | 2008-2011

Saint Joseph University of Beirut
Focus: Software Design, Business Management, Human-Machine Interaction

Languages

English: Fluent | French: Fluent | Mandarin Chinese: Pre-Intermediate


Let's Connect

I'm interested in Head of Data, Head of Engineering, or Engineering Manager roles where I can:

  • Lead engineering teams building data platforms, analytics solutions, or customer-facing products
  • Partner with product and business departments to shape roadmaps and technical strategy
  • Build and mentor teams that deliver reliable solutions quickly
  • Architect scalable systems that solve real data problems for the business and customers

πŸ“§ jean [dot] boutros [at] gmail [dot] com | πŸ”— LinkedIn | πŸ“ Medium | πŸ’Ύ Github

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