What a UA team looks like in 2030

By 2030 the median mobile studio's UA team will be smaller than it is today, will contain almost nobody whose job is to set bids or move budgets, and will own more of the company's economics than any marketing function has owned before. The team won't be a buying desk with a creative attachment. It'll be a small economics group with a creative studio attached, and whoever runs it answers for contribution margin rather than cost per install.

That prediction has a weak form and a strong form. The weak form, that automation shrinks the buying function, is close to consensus and not very interesting. The strong form, that the surviving function takes on pricing as well as live operations and monetisation under a single growth-economics remit, is where practitioners will reasonably disagree. The case for it rests on where the decisions go once the platforms have taken the mechanics.

What the platforms have already taken

The direction has been visible for some time. Unity's decision this spring to shut the ironSource network and put its Grow business behind the Vector model, and the growth AppLovin has reported on Axon, describe a market where the buyer supplies a budget and a target, then hands over a pool of creative. Mintegral's non-gaming report in February had automated bidding spend up more than fifty per cent. The supply side is stripping the manual work of buying out of the job, and no studio asked for that.

What that leaves the studio is the set of decisions the platform cannot or should not make for it. Which players are worth acquiring at all, which requires knowing the game's economy. How much to pay for them, which requires knowing the margin on each cohort after platform fees and payment routes. What to show them, which requires knowing why they play. And whether the whole thing is working, which requires measurement the platform doesn't control.

Every one of those is an economics or a product question wearing a marketing badge, and the org follows the questions.

The 2030 shape, illustratively

Take a mid-size studio with two or three live titles and paid spend in the low tens of millions a year. In 2026 that studio might run a UA team of eight to twelve: one head, four to five buyers split by channel, two analysts, plus a creative team of three to four working alongside. By 2030 an illustrative shape is six to eight people in growth and a similar number in creative. The composition changes completely.

• One growth lead, accountable for contribution margin across titles, with a seat in the pricing and liveops decisions rather than a monthly report into them.
• Two or three growth economists who model cohort value, set the targets the platforms optimise to, and own the incrementality programme. These replace the channel buyers.
• One platform and data engineer who maintains the feeds, the event taxonomies and the automated reporting the platforms consume.
• One or two people who run the store, web shop and payment mix, because the choice between an App Store install and a web-shop customer is now a UA decision with a margin difference attached, illustratively twenty to thirty points once store commission is set against payment processing and web-shop operating costs.

Creative sits alongside with a creative director, a strategist who owns briefs and player research, and a small production group whose main output is the concepts, not the variants. The variants come from the tools.

Notice what's missing: nobody's job is a channel any more, since the platforms run the channels themselves, with one engineer keeping them fed.

The mechanism, and the incentive that drives it

The reason this consolidates into one function rather than dispersing across product and finance is that the platform's optimisation target is the single most consequential number a studio sets, and only one team can set it. If UA sets a return target without knowing the margin, finance will override it. If finance sets it without knowing the creative pool, the platform will underdeliver. And if product sets the event the platform optimises to without understanding the auction, the platform will find the cheapest way to hit it, and the cohort will be worthless.

Someone has to own the whole chain from event definition to margin, and the team that already talks to the platforms every day is the natural owner. Studios that keep these decisions in separate functions will spend 2028 and 2029 in meetings reconciling them.

The second-order problem: where do the seniors come from

The trade-off almost nobody in the org-design conversation addresses is the pipeline. Today's growth leads learned the auction by running campaigns badly and then less badly, for years. The junior buyer role was the apprenticeship. If the platforms remove the junior buyer role, the apprenticeship goes with it, and by 2030 the industry will be trying to hire growth economists who have never watched a campaign fail in real time.

Some of that knowledge transfers from adjacent fields: pricing analysts, product economists, people who ran incrementality programmes elsewhere. Some of it doesn't, because you only develop the intuition for what a delivery model will do with a badly specified target by specifying one badly yourself. Studios that want a functioning team in 2030 need to design a deliberate apprenticeship now: rotations through creative testing, ownership of a small always-on budget with real money and real consequences, plus time inside the monetisation team.

A decision rule for the transition

Don't restructure ahead of the platforms. Restructure one function at a time, and only when a specific manual task has disappeared. A practical trigger: when a buyer's calendar shows fewer than a fifth of hours spent on decisions the platform couldn't make, that role converts to an economics or a measurement role, with the person in it offered the conversion first.

The studios that get this right won't be the ones with the best 2030 org chart. They'll be the ones that kept someone learning how the auction behaves while everyone else assumed the platform had it covered.

Related archive reading

These articles provide related context and remain subject to their stated review status.

• When the model buys and makes the creative
• Idle games and the economics of cheap installs