Workday Consultant Interview Questions 2026

Confident Workday HR technology consultant standing in a modern office with orange accent walls

By Tom Kenaley, President & Senior Partner, KORE1 The Workday consultant interview questions that predict a strong hire in 2026 test configuration judgment under pressure, not memorized terminology. Hand a candidate a business process that routes to the wrong approver and watch them reason toward the fix. Ask why an integration failed overnight with payroll … Read more

How to Build a Data Team From Scratch 2026

Data team leader standing in a modern office, ready to plan a companys first data hire

By Tom Kenaley, President & Senior Partner, KORE1 Build a data team in hiring order: start with one analyst or analytics engineer to make your existing data usable, add a data engineer when pipelines break, and hire a data scientist only after you have clean data. A dedicated data leader comes around four to six … Read more

AI Engineer Career Path 2026

AI engineer reviewing career notes at a modern desk, illustrating the 2026 AI engineer career path

By Tom Kenaley, President & Senior Partner, KORE1 The AI engineer career path climbs from junior at zero to two years ($110,000 to $145,000 base) through mid and senior, then splits into a staff or principal track and an engineering-management track, with senior base pay reaching $290,000. What sets it apart from the machine learning … Read more

Data Scientist vs ML Engineer: Which to Hire

Data scientist and machine learning engineer collaborating over a laptop in a modern office

By Tom Kenaley, Senior Partner and President, KORE1 A data scientist finds what your data can tell you. An ML engineer makes that finding run in production at scale. One hands back insight and a prototype model, the other ships a system that stays accurate under real traffic. Both write Python. Same language, sure. Only … Read more

Time to Fill a Product Manager Role in 2026

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How Long Does It Take to Hire a Product Manager in 2026? Hiring a product manager in 2026 takes about 7 to 11 weeks through an internal search and 3 to 5 weeks through a specialized agency, with seniority, product surface, and interview-loop length driving most of the spread. Generalist and mid-level roles close faster. … Read more

Time to Fill a Data Scientist Role in 2026

Hiring manager and recruiter reviewing 2026 data scientist time-to-fill benchmarks at an office table

How Long Does It Take to Hire a Data Scientist in 2026? Hiring a data scientist takes about 7 to 12 weeks through an internal search in 2026, and 4 to 6 weeks through a specialized agency, with production requirements and seniority driving most of the spread. Applied and analytics roles close faster because the … Read more