SDR: is the job being automated?
There is no occupation code for this job.The classification systems that labour statistics are built on — SOC in the US, NOC in Canada — were written before the title existed, and every measurement of AI exposure is published against them. So the honest answer starts by saying what is actually being measured.
What the figures below actually describe
SDR has no occupation code of its own — these figures describe Wholesale and manufacturing sales representatives, the closest row the taxonomy offers.
There is no SOC occupation for a SaaS sales-development role. 41-4000 is the only row that reaches account-executive and prospecting work, and it is a field-sales taxonomy — the figures describe that occupation, not the SDR job specifically.
The closest measured occupation
- Measured AI exposure
- 96th percentile
- Exposure band
- High Risk
- Modelled split
- 67% automated · 83% reshaped
Exposure is measured from Microsoft Research Copilot telemetry and the Anthropic Economic Index; the split is modelled. Full sources, task breakdown and the Canadian NOC concordance are on the wholesale and manufacturing sales representatives page. Figures last updated 2026-06.
Where this work goes
An SDR is measured on personal activity — calls made, emails sent, meetings booked. The work it becomes is measured on whether the engine produces meetings without anyone working a queue: sequencing, list quality, deliverability and reply handling. It is the same domain knowledge, moved up a level. What changes is what you are accountable for, from your own throughput to the system's — and that shift in accountability is the part that transfers, whatever the work ends up being called where you do it.
GTM Engineer
Runs the outbound engine for one or several companies - sequencing, list quality, deliverability and reply handling - accountable for system throughput rather than personal activity.
- outbound sequencing
- CRM and list hygiene
- email deliverability
- sales automation and agent tooling
- pipeline reporting
This is the shape the work takes, not a job we are placing you in, and it is done both inside companies and independently. What we have not measured is the route: how often someone makes this move, or how long it takes.
What is happening to this whole function
This title sits inside Sales & Revenue. The evidence for what is changing across that function — and the strongest case against that reading — is set out separately.
Sales & RevenueAn occupation average is not a read on you.
The figures above describe a row in a taxonomy. What decides whether this transition is available to you is narrower and more specific: what you have actually owned, and whether it reads that way to someone who was not there. That is what the audit scores.
Other titles with no code
Four more of the roles this directory cannot see under the name people use for them.