Insights
Perspectives on technical hiring, delivery, and building stronger teams.
Practical insights for engineering leaders navigating the talent market, scaling teams, and making better staffing and delivery decisions.
AI & ML Hiring·March 20, 2026·8 min read
Hiring AI and ML Engineers in 2026: What Engineering Leaders Need to Know
The demand for production-grade AI talent has never been higher. Here's what's changed in the ML hiring market, what to look for beyond certifications, and how to compete for top AI engineers.
AI/MLHiringEngineering LeadershipTalent Market
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Engagement Models·March 15, 2026·6 min read
IT Staffing vs. Managed Services: How to Choose the Right Engagement Model
Should you hire individual contractors or engage a managed team? The answer depends on your timeline, risk tolerance, and how much management bandwidth you have. Here's a practical framework.
IT StaffingManaged ServicesEngagement ModelsDecision Framework
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