Back

AWS Data Engineer (Senior)

MactoresMactores·Information Technology

Apply effort

~6 min

Lever

Posted

2002 days

Apply
01

About the role

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 is a senior role in our Data Platform Modernization pillar: consolidating and migrating customer data infrastructure on AWS in weeks, not quarters, at meaningfully lower engagement cost than traditional data consulting. Customers come to us after a data program has stalled pipelines nobody trusts, warehouses nobody runs new workloads on, a modernization that produced diagrams instead of production systems.

Aedeon handles automated source discovery, schema mapping, lineage extraction, and parallel-run validation. You own what agents can't: target architecture, data model decisions, pipeline design under real constraints, and the calls that make a cutover safe. You'll build with PySpark and SQL on EMR and Glue, model for Redshift, Snowflake, Athena, and Presto, orchestrate with Airflow and your work will reach production, not a slide deck.

02

Aplyr's read

Mactores thrives at the intersection of technology and innovation, attracting professionals passionate about cloud computing and digital transformation.

Synthesized from recent postings & public sources

What's promising

  • Mactores offers diverse roles, from AI to cloud engineering, appealing to tech enthusiasts.
  • The firm emphasizes cutting-edge solutions, fostering a culture of innovation.
  • Mactores' focus on digital transformation provides employees with exposure to modern technologies.

What to watch

  • The consulting nature may lead to unpredictable project timelines and workloads.
  • Limited public information about company culture and employee satisfaction.
  • Rapid technological changes in the industry could challenge long-term strategic planning.

Why Mactores

  • Mactores specializes in cloud computing, setting it apart in the IT consulting space.
  • The firm hires across a wide spectrum, from interns to senior engineers, reflecting growth.
  • Mactores' projects often involve modernization, appealing to those interested in transforming legacy systems.

Aplyr’s read is generated by AI from public sources. Was it useful?

03

About Mactores

Mactores is a technology consulting firm that specializes in delivering innovative solutions in software development, cloud computing, and digital transformation.

04

Similar roles