Mactores is the agent-native AWS modernization firm. Most modernization work doesn't ship, it stalls in pilots, slips a year, or lands at three times the budget. We exist to ship it: production systems running, legacy retired, outcomes measured. Our delivery is built on Aedeon, the agent platform built by Mactores' founders' sister company, which absorbs the repetitive 60–70% of engagement work, discovery, dependency mapping, validation, test generation, that traditional consulting bills human hours against. Forward-deployed engineers own the rest: architecture, judgment, and cutover, on dates we commit to in the contract.

This internship is an apprenticeship in data platform modernization the pillar of our work where legacy warehouses get retired and data platforms reach production on AWS. You'll write real pipeline code on real projects, working with business leads, analysts, and data scientists to understand the domain, then with engineers to build data products that make decisions better.

Here's the honest framing: you're learning the agent-native craft, not owning cutover.



Agents handle much of the repetitive discovery and validation work that used to fill junior engineers' days, which means your time goes further into Spark, ETL design, and understanding why data quality decisions matter to the business. If you care about the quality of the metrics a business runs on, and you want your solutions to scale to bigger questions, this is the seat.

What you will do?
- Write efficient code in the technology chosen for the project — Spark or Apache Beam, for example.
- Explore current technologies and learn new techniques to solve business problems creatively.
- Collaborate across engineering and business teams to build better data products and services.
- Deliver projects with the team and keep customers updated on time — shipping on schedule is a habit you'll build early here.

What we are looking for?
- Exposure to Apache Spark.
- Exposure to ETL concepts using pySp

📌 Data Engineer (Mumbai)
🏢 Mactores
📍 Mumbai