Amado Roque
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Amado Roque Email & Phone Number

Data Engineer Specialist at John Deere
Location: Campinas, São Paulo, Brazil 9 work roles
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✓ Verified August 2026 2 data sources Profile completeness 71%

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Current company
Role
Data Engineer Specialist
Location
Campinas, São Paulo, Brazil
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Who is Amado Roque? Overview

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Amado Roque is listed as Data Engineer Specialist at John Deere, a with 50659 employees, based in Campinas, São Paulo, Brazil. AeroLeads shows a matched LinkedIn profile for Amado Roque.

Amado Roque previously worked as Senior Data Engineer / Data Tech Lead at Anbima and Data Tech Lead / Senior Data Engineer at Cia. Hering.

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John Deere

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Profile bio

About Amado Roque

Senior Data Engineer with over 7 years of experience in developing and implementing comprehensive data solutions that drive business insights and efficiency.- Architected and developed a scalable data product and infrastructure within Databricks using PySpark and advanced SQL for pipeline creation.- Proficient in advanced SQL for data analysis in Azure Databricks, GCP BigQuery, Snowflake, and Presto.- Created data infrastructure using AWS services (EC2, S3, Lambda), facilitating seamless data management and analysis.- Developed a robust data infrastructure on Google Cloud Platform (GCP) to create a Delta Lake, establishing a comprehensive Customer Data Platform (CDP) and Master Data Management (MDM) solution using Kubernetes, PySpark, and Airtable, integrating the entire data flow into three layers: bronze, silver, and gold.- Generated data tables for analytical products, utilizing Amazon Redshift to share data from Databricks to Power BI and Qlik Sense dashboards.- Performed data analysis with Pandas, extracting insights for industrial engineering, implementing robust data transformations, and conducting insightful KPI analyses.- Developed and deployed over 50 end-to-end applications showcasing KPIs for Logistics, Supply Chain, Manufacturing Efficiency, and Quality teams using AWS cloud services.- Stored data in Amazon S3 in JSON and Parquet formats for use in front-end dashboards.- Retrieved data from PCS and SAP using Pandas and SQLAlchemy, manipulated and cleaned the data, generated JSON files, stored them in Amazon S3, and created front-end dashboards.- Created intuitive front-end interfaces using Flask and Angular frameworks, allowing users to access dynamic dashboards for enhanced data comprehension and decision-making.- Enhanced data quality through enrichment from multiple platforms like Amazon S3, GCP (machine learning models), Facebook Lead Ads, Salesforce Marketing Cloud, Mixpanel, and e-commerce platforms.- Ensured data readiness for activation platforms such as Salesforce Marketing Cloud, Facebook Lead Ads, and Braze by preparing PII data according to each platform's requirements.- Led global stakeholder management, including dashboard expansion, backlog management, and application KPIs expansion, using tools like Jira, Confluence, and Agile methods.- Skilled in data team management, providing technical mentorship, conducting code reviews, and facilitating collaborative discussions to drive project success.

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John Deere
John Deere
Data Engineer Specialist
State of São Paulo, Brazil
Website
Employees
50659
AeroLeads page
9 roles

Amado Roque work experience

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Data Engineer Specialist

State Of São Paulo, Brazil

Senior Data Engineer / Data Tech Lead

Current

São Paulo, Brasil

- Architected the lakehouse and created the entire data product within Databricks, using PySpark and advanced SQL for pipeline creation and Databricks Workflows for orchestration.- Led the data engineering team, responsible for the architecture of Databricks and Dataiku platforms.- Participate the creation of infrastructure for Databricks using AWS (EC2, S3, Lambda).- Integrated various platforms, including the funds platform, Financial Systems, Air Table, Cognitos Form, and the BACEN website, with Databricks, developing analytical projects and data lake governance solutions.- Generated financial data tables used for creating analytical products, utilizing Amazon Redshift to share data from Databricks to Power BI.- Utilized GitLab for version control and CI/CD.- Facilitated data sharing for financial market regulation with all banks in Brazil.- Managed stakeholders by maintaining contact with senior leadership to develop problem resolution plans and strategies for ANBIMA's data engineering area.- Oversaw the governance and architecture of developments on the platform.- Reviewed and refined tasks on the Kanban board.

Aug 2023 - Present

Data Tech Lead / Senior Data Engineer

São Paulo, Brasil

- Led a team of three data engineers, providing technical mentorship, conducting code reviews, and facilitating collaborative discussions.- Developed a robust data infrastructure on Google Cloud Platform (GCP) to create a Delta Lake, establishing a comprehensive Customer Data Platform (CDP) and Master Data Management (MDM) solution.- Created a unified pipeline within GCP using Kubernetes, PySpark, and Airtable, integrating Hering's entire data flow into three layers: bronze, silver, and gold.- Architected and implemented data ingestion pipelines using Kafka connectors and brokers, ensuring real-time data flow from various sources including e-commerce sites.- Generated tables to connect to analytical products, such as Power BI and Qlik Sense dashboards.- Orchestrated deployment on Google Kubernetes Engine (GKE), enhancing scalability and performance.- Implemented Trino (PrestoSQL) as the query engine for efficient data retrieval, reducing costs compared to BigQuery.

Jun 2022 - Aug 2023

Data Engineer - Global Martech

Campinas, São Paulo, Brasil

- Acquired raw data, cleaned it, and transformed it into useful information from connectors such as Amazon S3, GCP, Facebook Lead Ads, Salesforce Marketing Cloud, Mixpanel, and e-commerce platforms.- Integrated multiple data sources, unified consumer profiles, and created/enriched customer attributes for targeted marketing.- Developed robust query solutions and integrated the Consumer Data Platform (CDP) with Salesforce, GCP, and AWS.- Developed data pipelines using DigDag, advanced SQL, and JavaScript.- Ensured data readiness for activation platforms such as Salesforce Marketing Cloud, Facebook Lead Ads, and Braze by preparing PII data according to each platform's requirements.- Collaborated with marketing teams across 20+ countries to execute product strategy and prioritize backlog items in Jira for sprint planning.- Utilized Azure DevOps for version control and CI/CD.- Developed training materials for non-technical stakeholders.- Created technical documentation using markdown documents in Visual Studio Code for the internal wiki.

Feb 2021 - Jun 2022

Analytics Engineer / Full Stack Developer - Latam Smart Manufacture

Campinas, São Paulo, Brasil

- Created over 50 end-to-end applications showcasing KPIs for Logistics, Supply Chain, Manufacturing Efficiency, and Quality teams. These applications were displayed on factory kiosks, televisions, and tablets used by managers.- Acted as an analytics engineer, performing data analysis with Pandas, extracting insights for industrial engineering, implementing robust data transformations, and conducting insightful KPI analyses.- Developed and deployed applications on AWS cloud services, leveraging S3 for file management, providing a scalable and secure environment for data management and analysis.- Actively collaborated with cross-functional teams, such as Logistics, Supply Chain, Manufacturing Efficiency, and Quality, to understand requirements and deliver effective data solutions.- Developed intuitive front-end interfaces using Flask and Angular frameworks, allowing users to access dynamic dashboards, resulting in enhanced data comprehension and decision-making.- Created the back-end of the application using Python and Pandas, generating JSON files to display data in the front-end.- Used REST APIs to communicate the application with data stored in Amazon S3.- Stored data in Amazon S3 in JSON and Parquet formats for use in front-end dashboards.- Retrieved data from PCS and SAP using Pandas and SQLAlchemy, manipulated and cleaned the data, generated JSON files, stored them in Amazon S3, and created front-end dashboards.- Configured Raspberry Pi devices by installing Linux.

Nov 2019 - Feb 2021

Analytics Engineer / Full Stack Engineer - Brazil Smart Manufacture

Campinas, São Paulo

- Created over 50 end-to-end applications showcasing KPIs for Logistics, Supply Chain, Manufacturing Efficiency, and Quality teams. These applications were displayed on factory kiosks, televisions, and tablets used by managers.- Acted as an analytics engineer, performing data analysis with Pandas, extracting insights for industrial engineering, implementing robust data transformations, and conducting insightful KPI analyses.- Developed and deployed applications on AWS cloud services, leveraging S3 for file management, providing a scalable and secure environment for data management and analysis.- Actively collaborated with cross-functional teams, such as Logistics, Supply Chain, Manufacturing Efficiency, and Quality, to understand requirements and deliver effective data solutions.- Developed intuitive front-end interfaces using Flask and Angular frameworks, allowing users to access dynamic dashboards, resulting in enhanced data comprehension and decision-making.- Created the back-end of the application using Python and Pandas, generating JSON files to display data in the front-end.- Used REST APIs to communicate the application with data stored in Amazon S3.- Stored data in Amazon S3 in JSON and Parquet formats for use in front-end dashboards.- Retrieved data from PCS and SAP using Pandas and SQLAlchemy, manipulated and cleaned the data, generated JSON files, stored them in Amazon S3, and created front-end dashboards.- Configured Raspberry Pi devices by installing Linux.

Mar 2018 - Nov 2019

Estagiário

Unisul

Araranguá E Região, Brasil

Estagiário para edição de imagem e mídias sociais.

Feb 2016 - Sep 2016

Information Technology Intern

Zapt System

Araranguá E Região, Brasil

Intern - IT Equipment Maintenance

Nov 2015 - Jan 2016

Information Technology Intern

Universidade Federal De Santa Catarina

Araranguá E Região, Brasil

Educational Game Developer for Regional Culture Inclusion - PROBOLSA UFSC

Feb 2013 - Dec 2013
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Colleagues at John Deere

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FAQ

Frequently asked questions about Amado Roque

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What company does Amado Roque work for?

Amado Roque works for John Deere.

What is Amado Roque's role at John Deere?

Amado Roque is listed as Data Engineer Specialist at John Deere.

Where is Amado Roque based?

Amado Roque is based in Campinas, São Paulo, Brazil while working with John Deere.

What companies has Amado Roque worked for?

Amado Roque has worked for John Deere, Anbima, Cia. Hering, Anheuser-Busch Inbev, and Pirelli.

Who are Amado Roque's colleagues at John Deere?

Amado Roque's colleagues at John Deere include Holger Oeß, Fabrice Blot, Arun Kumar, David Gallegos, and Matthew Su.

How can I contact Amado Roque?

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