AI Job Displacement Tracker

Blog

Peter Donaghy

Why I built this tracker

This week has seen the release of the GPT6-Astra LLM model. Over the last couple of days I’ve been experimenting with it, and I have been very impressed by the increased quality of its output compared with its predecessors.

Like many others, I am both fascinated and somewhat nervous about what this technology will mean for knowledge work (I’m an accountant and data analyst - two professions that are clearly candidates for AI disruption). I haven’t seen any attempts to build a simple tracker that seeks to quantify the potential impact of AI.

I also thought it would be good to have timestamped projections; if the next three years see these metrics track along the “High” projections then this could be a clear signal that AI is impacting the labour market for white-collar work. Similarly, if they all track along the “Low” dashed lines then would be a rebuttal to claims about a material disruption of knowledge work due to AI. The data is sourced for the United States and Canada as these countries provide the richest data for constructing these metrics.

I intend to keep tracking these metrics through until the end of 2029.

About me

Peter Donaghy is a Belfast based accountant and data analyst.

This is my own independent work. The views expressed are my own and are not endorsed by, or representative of, any current or former employer.

AI disclosure: GPT-6 Astra was used to define the metrics, source data and create the dashboard. I do not use AI for blog posts.