Eight guests into Building Tech Teams, one theme has shown up in every single episode: money. A principal software engineer who now manages a team of agents asks what he should be paid, and nobody in the room has a clean answer. AI has changed what one person can produce, and salaries have come off the rails behind it.
In this best-of episode, James MacDonald pulls together the sharpest thinking on compensation from five of his first eight guests. Nathan Hill, Head of Telco at AWS, on the question nobody can answer yet. Adam Witanowski with the real numbers from a live job hunt: nine companies, seven offers, US startups paying US$450–500k base against comparable local roles at $220k. Claudia Barriga-Larriviere on whether AI is making teams more productive or just faster. Matt McFarlane, founder of FNDN, on token costs eating into the people budget. And Cloe Stanbridge, Talent Lead at Airtree, on the moment a big cheque is actually worth it.
It adds up to a state of play for the Australian market on AI-era pay: why the gap with the US is structural (no hyperscalers, startup funding a tenth the size, enterprises that still think engineers are too expensive), why almost nobody is measuring the productivity gains they are paying for, what happens when ten people run five thousand agents, and why the cheapest move in the whole budget discussion is the raise nobody asked for.
CHAPTERS
0:00 - Cold open: what should a 10x engineer be paid?
0:19 - Nathan Hill: quantifying what AI is actually worth
1:05 - Million-dollar salaries as a bet on future ROI
1:28 - Adam Witanowski: nine companies, seven offers, real numbers
2:35 - US$500k in the US vs $220k here: which one would you choose?
3:50 - Why the gap is structural: funding, hyperscalers, enterprise mindset
5:37 - Claudia Barriga-Larriviere: more productive, or just faster?
6:15 - "What you don't measure, you can't change"
7:26 - Matt McFarlane: the jump is too big, because you've been underpaying
8:32 - Tokens are eating the people budget
9:55 - Ten people plus 5,000 agents: whose budget line?
11:00 - Where token costs land, and the on-cost of humans
13:01 - Leaderboards reward consumption, not value
13:31 - Cloe Stanbridge: when the big cheque is worth it, and when it isn't
15:06 - Salary bands have to enable the business
16:26 - Replacement value: getting ahead of the market
16:58 - The raise nobody asked for
ABOUT THE GUESTS
Nathan Hill is Head of Telco at AWS (episode 3). Adam Witanowski is an AI Architect, previously at NIB (episode 7). Claudia Barriga-Larriviere is a People & Culture leader at Startup Flamingo (episode 4). Cloe Stanbridge is Talent Lead at Airtree (episode 6). Matt McFarlane is the Founder and Director of FNDN, a compensation consultancy helping startups and scaling tech companies build pay practices that are clear, fair and competitive (episode 8). The full conversations with all five are in the feed.
LINKS
Nathan Hill, AWS
LinkedIn: https://www.linkedin.com/in/nathanrhill
Claudia Barriga-Larriviere, Startup Flamingo
LinkedIn: https://www.linkedin.com/in/claudiabl
Site: https://startupflamingo.com
Cloe Stanbridge, Airtree
LinkedIn: https://www.linkedin.com/in/cloestanbridge/
Adam Witanowski
linkedIn: https://www.linkedin.com/in/witanowski/
Matt McFarlane, FNDN
LinkedIn: https://www.linkedin.com/in/matthewmcfarlane/
Site: https://www.fndn.com.au/
James MacDonald, NTP Talent
LinkedIn: https://www.linkedin.com/in/jamesmacdonaldau/
Site: https://ntptalent.com.au
James's newsletter, Headcount and Code, lands every Wednesday on Substack.
Hosted by James MacDonald, Managing Director of NTP Talent.
Building Tech Teams is produced by Day One®, trusted partners in the technology space and the team who helped build Blackbird Ventures' Wild Hearts. Sister shows include First Cheque, Oversubscribed and In The Blink of AI. Episodes are cross-promoted across the network
