Job search tips, career transition guidance, and employment resources for IT, engineering, and finance professionals — including how to work with recruiters, evaluate job offers, and navigate the modern hiring process.
By Gregg Flecke, Senior Talent Acquisition Partner, KORE1 Almost nobody starts as a cloud architect, and most people reach the title after seven to ten years as a cloud, DevOps, or systems engineer, with base pay running $130,000 to $320,000 across the levels. The climb that sets your ceiling happens before the title, not after … Read more
By Tom Kenaley, Co-Founder and President, KORE1 The network engineer career path moves from NOC technician to network architect over roughly ten years, with base pay running from about $62,000 to $218,000. Which branch you take around year four matters more than how fast you climb. The bottom rungs are shrinking. The top ones are … Read more
By Tom Kenaley, Co-Founder and President, KORE1 The data analyst career path has four real levels, running from roughly $58,000 at entry to $185,000 at analytics lead, and most analysts reach the top of it within six to eight years. Then it stops. What comes after is not a promotion. It is a switch into … Read more
By Gregg Flecke, Senior Talent Acquisition Partner, KORE1 The data scientist career path runs five rungs, from roughly $95,000 base at entry to $260,000 at principal, but it splits into three separate lanes around year two, and the lane decides your ceiling more than the rung does. Product-facing, model-facing, research-facing. Almost every career guide hands … Read more
By Mike Carter, Director of Partnership Success, KORE1 The product manager career path climbs seven rungs, from associate PM near $95,000 to chief product officer past $350,000, then forks after senior into a hands-on lead track and a management track that ends in the C-suite. Most people only ever study the rung right above their … Read more
By Gregg Flecke, Senior Talent Acquisition Partner, KORE1 The machine learning engineer career path runs from junior to principal over roughly a decade, starting near $110,000 base and passing $250,000 by senior, before it splits into a hands-on technical track and a people-management track. What sets it apart from the AI engineer job next door … Read more
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
By Tom Kenaley The data engineer career path runs from junior at zero to two years, then mid-level, then senior, before it forks into two tracks: staff or principal on the technical side, or manager and architect on the leadership side. Base pay climbs from roughly $80,000 to past $220,000 along the way. That fork … Read more
By Tom Kenaley Recession-proof tech jobs in 2026 cluster in five buckets: cybersecurity, healthcare IT, government and defense systems, FinOps and cloud cost engineering, and mission-critical data roles. They hold through downturns because the work cannot be paused without legal or revenue consequence. That sentence does a lot of work, so it deserves the rest … Read more
Types of Tech Contract Jobs 2026: Roles, Pay Models, and How Firms Engage You The most common tech contract jobs in 2026 are cloud engineering, data engineering, cybersecurity, full-stack development, DevOps, AI/ML engineering, ERP and Salesforce consulting, and QA, with U.S. hourly rates running $55 to $165 depending on stack. On top of those roles … Read more
