Data Scientist vs Data Analyst: Which Role Do You Need?
An analyst answers questions from data that exists. A scientist builds systems that answer before anyone asks. Canadian employers post them interchangeably.
Hiring StrategyResources · Author: JT Lalli
Author: JT Lalli
Why Salary Benchmarking Sources Disagree by $63,000
Six sources report six different salaries for one role in one city. They measure three different things, and all three get called salary.
Salary & MarketThe Best IT Recruiting Agencies in Canada (2026): An Honest Comparison
A working comparison of Canada's top IT recruiting firms, boutique to enterprise, written by one of them. Methodology disclosed, competitors included and linked.
Hiring StrategyWhat Is Token Posting (and How to Spot It Before You Apply)
You’re scrolling job boards. One listing stands out, but not in a good way. It looks familiar. You saw it last week. Maybe the week before. There’s no…
Hiring Strategy