My first UA hire was a disaster. Great resume. Impressive track record. Interviewed brilliantly. But he'd only ever run campaigns at a company spending $50M a year with a team of 20. At our startup, with a $30K monthly budget and exactly zero support, he was completely lost.
That experience taught me something crucial: the right UA team depends entirely on where you are. A structure that works at scale will crush an early-stage company. And the generalist who thrives at a startup will drown at an enterprise.
Here's what I've learned about building UA teams at every stageโfrom scrappy startup to eight-figure budgets.
Team Structure by Stage
Early Stage (1-3 people)
- UA Generalist: Runs campaigns across all channels
- Key skills: Platform expertise, basic analytics, creative sense
- Focus: Finding product-market fit for UA
Growth Stage (4-8 people)
- UA Manager: Strategy and team leadership
- Channel Specialists: Meta, Google, programmatic
- Creative Producer: Ad creative production
- Analytics: Attribution and optimization
๐ฅ Team Sizing Rule
Rule of thumb: 1 UA manager per $2-5M annual ad spend. At $10M+, you need specialized roles for creative, analytics, and each major channel.
Core Roles
UA Manager
- Campaign strategy and execution
- Budget allocation and optimization
- Partner and vendor management
- Performance reporting
Creative Strategist
- Ad creative concepting
- Creative testing frameworks
- Trend analysis and ideation
- Production coordination
Growth Analyst
- LTV modeling and prediction
- Attribution analysis
- A/B test design and analysis
- Dashboard and reporting
"The best UA teams combine channel expertise with strong analytics capabilities. You can't optimize what you can't measure accurately."
Key Skills to Hire For
Technical Skills
- Platform certifications (Meta Blueprint, Google Ads)
- MMP familiarity (Adjust, AppsFlyer, Branch)
- SQL for data analysis
- Excel/Sheets mastery
Soft Skills
- Analytical thinking
- Curiosity and testing mindset
- Attention to detail
- Cross-functional communication
Processes That Scale
Daily Operations
- Morning performance checks
- Budget pacing reviews
- Anomaly detection and response
Weekly Cadence
- Performance reviews with stakeholders
- Creative pipeline review
- Channel optimization planning
Monthly Activities
- Strategy review and planning
- Budget reallocation
- Partner performance evaluation
Partner with ClicksFlyer
We work closely with UA teams of all sizes to maximize campaign performance and efficiency.
Get StartedCommon Mistakes
- Hiring channel specialists before generalists
- Underinvesting in analytics capabilities
- Separating UA from product/retention
- No creative testing process
- Over-reliance on agencies
Building a UA team is an iterative process. Start lean, hire for potential, and continuously refine your structure as your spending and complexity grow.