How to Hire a Data Engineer Who Takes Ownership, Not Just Tasks

When you hire a data engineer, the goal is to hire someone who will own a production pipeline, work well with the business side of the company, and still be on your team in the future. The technical screen is usually the easy part. Ask about pipeline architecture, data modeling, or a Spark performance problem, … Read More

The Data Engineer Stack in 2026

If you’re targeting data engineer jobs in the US right now, the hiring landscape has consolidated around a recognizable stack: Azure Data Factory for orchestration, Databricks for unified analytics, Azure Synapse Analytics for enterprise-scale warehousing, and Python as the connective tissue throughout. Candidates with demonstrable hands-on experience across all four move faster through hiring processes … Read More

What Is Skills-Based Hiring? (And Why IT Is Leading the Shift)

Skills-based hiring is a recruitment model that evaluates candidates on demonstrated competencies rather than academic credentials, job titles, or years of experience at previous employers. In information technology, it is becoming the dominant hiring approach, not because it is trendy, but because the work has always been about what you can actually do. The traditional … Read More