C

Carlos Martínez

About

Detail

Senior Data Engineer
State of Mexico, Mexico
Contact Carlos regarding: 
work
Full-time jobs
Starting at USD5k/month

Timeline

work
Job
school
Education

Résumé

Jobs verified_user 0% verified
  • Walmart
    Senior Data Engineer
    Walmart
    Nov 2024 - Jan 2026 (1 year 3 months)
    • Led strategic infrastructure and migration initiatives, maintaining a centralized Data Lake on GCS and a highly optimized BigQuery Warehouse for large-scale workloads. • Executed distributed data processing using Dataproc, containerizing workloads with Docker on GKE to ensure scalability and workload isolation. • Architected and operated ELT pipelines using Cloud Composer (Apache Airflow), efficiently orchestrating processing across BigQuery and Dataproc. • Built low latency streaming solutions using Google Cloud Pub/Sub and Dataflow to support real-time event ingestion and processing. • Automated testing and CI/CD workflows through GitHub Actions, mentoring the team on reliable and repeatable release practices. • Delivered analytical dat
  • C
    Data Engineer & Cloud Consultant
    CIPPlanner
    Jul 2023 - Oct 2024 (1 year 4 months)
    • Orchestrated complex ETL/ELT workflows as a technical consultant, enabling data integration across multiple cloud and enterprise sources. • Architected Lakehouse environments on Databricks using Delta Lake and Apache Iceberg to support scalable and flexible data consumption. • Developed high-performance transformation pipelines in Databricks using PySpark and Spark SQL for efficient large-scale processing. • Automated end-to-end data pipelines across ADF and Databricks, implementing advanced scheduling, monitoring, and reliability controls. • Implemented CI/CD pipelines with Azure DevOps to automate the deployment of Databricks notebooks and ADF components. • Designed real-time ingestion pipelines using Azure Event Hubs and Spark Structur
  • Orbia
    Data Engineer
    Orbia
    Apr 2021 - Apr 2023 (2 years 1 month)
    • Modernized batch data processing on AWS, optimizing EMR (Spark/Hive) jobs over Amazon S3 using Python and SQL. • Designed real-time data ingestion platforms using Kinesis Data Streams, Kinesis Data Analytics (Flink), and Kinesis Data Firehose. • Orchestrated serverless ETL processes feeding Redshift using AWS Glue workflows and Glue Catalog. • Containerized processing workloads using Docker and deployed them on Amazon EKS to improve operational consistency. • Enabled ad-hoc analytics and exploration using Amazon Athena for direct querying on Amazon S3. • Developed analytical reports in Amazon QuickSight, empowering internal stakeholders to make data-driven decisions.
Education verified_user 0% verified
  • A
    Master on Azure Databricks
    Azure
    Jan 2026 - Mar 2026 (3 months)
  • D
    Associate Data Scientist
    Data Camp Academy
    Jan 2023 - Jul 2023 (7 months)
  • A
    Agile SCRUM Master
    Mar 2022
  • P
    Power BI
    Aug 2021
  • S
    Six Sigma Green Belt
    Jul 2021 - Aug 2021 (2 months)
  • M
    Microsoft SQL Server
    Feb 2021 - Mar 2021 (2 months)
  • UNITEC
    Bachelor’s Degree on Industrial & Systems Engineering
    UNITEC
    Sep 2018 - May 2022 (3 years 9 months)