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?
- Write efficient code in the chosen technology for the project - For example - Spark, Apache Beam
- Explore new technologies and learn new techniques to solve business problems creatively
- Collaborate with many teams - engineering and business, to build better data products and services
- Deliver the projects along with the team collaboratively and manage updates to customers on time
What we are looking for?
- Exposure to Apache Spark.
- Exposure to the understanding of ETL concepts using pySpark, and SparkSQL
- Exposure to SQL queries and stored procedures to work on challenging projects with mentor mentor-oriented leader
You will be preferred if you have
- Prior experience in working on AWS EMR, Apache Airflow
- AWS Certified Big Data – Specialty certification, Azure Certification, Snowflake Certification
- Cloudera or Hortonworks Certified Big Data Engineer
- Understanding of DataOps Engineering
Skills Required
- Exposure to Apache Spark
- Exposure to understanding of ETL concepts using pySpark and SparkSQL
- Exposure to SQL queries and stored procedures
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.








