Data Engineer vs Software Engineer: How to Hire Each

Data engineer vs software engineer: two engineers at adjacent workstations, one building an app and one building the data platform

By Gregg Flecke, Senior Talent Acquisition Partner, KORE1 A software engineer builds the applications your customers use, while a data engineer builds the pipelines and warehouse that turn raw data into something your analysts and models can trust. Both ship production code. Both call themselves engineers. But they own different systems, answer to different definitions … Read more

Cloud Architect Job Description Template 2026

Cloud architect reviewing cloud cost and performance dashboards on multiple monitors at a workstation

A cloud architect designs and governs an organization’s cloud environment across AWS, Azure, or GCP, owning the migration strategy, security guardrails, and cost model that engineering teams build within, and earns $130,000 to $205,000 base in the U.S. in 2026. That is a design-and-governance job, not a build-and-operate one, and the gap between those two … Read more

IT Staff Augmentation vs Managed Services vs Outsourcing

Technology hiring manager weighing IT staff augmentation, managed services, and outsourcing options over printed documents

By Gregg Flecke, Senior Talent Acquisition Partner, KORE1 Staff augmentation, managed services, and outsourcing are three ways to get technical work done, and they split on who owns the outcome. Staff augmentation adds skilled people to your team, and you keep the wheel. Managed services hands a provider an ongoing function under a service-level agreement, … Read more

Nearshoring vs Offshoring: Where to Build Your Tech Team

Hiring manager reviewing a printed staffing report while deciding whether to build a tech team nearshore, offshore, or onshore

By Gregg Flecke, Senior Talent Acquisition Partner, KORE1 Nearshoring places your tech team in a nearby country on a similar clock; offshoring sends the work to a distant region for the lowest hourly rate. Nearshore wins when requirements change every week. Offshore wins for work you can define once and hand off clean. And for … Read more

Databricks Engineer Interview Questions 2026

Databricks engineer standing in a modern office in front of an abstract data pipeline visualization

Strong Databricks engineer interview questions in 2026 probe five areas: Spark and Delta Lake modeling, cluster sizing and DBU cost control, pipeline and lakehouse architecture, Unity Catalog governance, and the judgment to know when Databricks is the wrong tool. Most loops chew through PySpark trivia a candidate could look up in ten seconds and never … Read more