Mactores is the agent-native AWS modernization firm. We ship modernization to production in weeks — data platforms migrated, applications refactored, AI agents running against real data. Our delivery is built on the agent platform built by our team, and executed by forward-deployed engineers who own outcomes end-to-end. Fixed-date commitments. Real production systems. Retired legacy.
We are an AWS Premier Tier Services Partner with the AWS Agentic AI Specialization, seven AWS Consulting Competencies (including Migration and Modernization, Data and Analytics, Machine Learning, and AI Services), and seventeen AWS Service Validations. Our named production customers include Synaptics, Flipboard, Poshmark, Tilia, KlearTrust, and Safaricom.
Most modernization work doesn't ship. Ours does. That's the job.
What you will do?
- Develop and maintain data pipelines using Amazon EMR or Amazon Glue.
- Create data models and end-user querying using Amazon Redshift or Snowflake, Amazon Athena, and Presto.
- Build and maintain the orchestration of data pipelines using Airflow.
- Collaborate with other teams to understand their data needs and help design solutions.
- Troubleshoot and optimize data pipelines and data models.
- Write and maintain PySpark and SQL scripts to extract, transform, and load data.
- Document and communicate technical solutions to both technical and non-technical audiences.
- Stay up-to-date with new AWS data technologies and evaluate their impact on our existing systems.
What are we looking for?
- Bachelor's degree in Computer Science, Engineering, or a related field.
- 3+ years of experience working with PySpark and SQL.
- 2+ years of experience building and maintaining data pipelines using Amazon EMR or Amazon Glue.
- 2+ years of experience with data modeling and end-user querying using Amazon Redshift or Snowflake, Amazon Athena, and Presto.
- 1+ years of experience building and maintaining the orchestration of data pipelines using Airflow.
- Strong problem-solving and troubleshooting skills.
- Excellent communication and collaboration skills.
- Ability to work independently and within a team environment.
You are preferred if you have
- AWS Data Analytics Specialty Certification
- Experience with Agile development methodology
Skills Required
- 3+ years of experience working with PySpark and SQL
- 2+ years of experience building and maintaining data pipelines using Amazon EMR or Amazon Glue
- 2+ years of experience with data modeling and end-user querying using Amazon Redshift or Snowflake
- 1+ years of experience building and maintaining the orchestration of data pipelines using Airflow
- Bachelor's degree in Computer Science, Engineering, or related field
What We Do
Mactores is a trusted leader among businesses in providing modern data platform solutions. Since 2008, Mactores have been enabling businesses to accelerate their value through automation by providing End-to-End Data Solutions that are automated, agile, and secure. We collaborate with customers to strategize, navigate, and accelerate an ideal path forward with a digital transformation via assessments, migration, or modernization.







