# Which operational roles show where intelligence is actually needed?


**Read the deliverables before categorising the role.** A first-team analyst, a technical scout and a data engineer can all work with player information, but their immediate problems—and therefore their supplier requirements—are different. ([teamworkonline.com](https://www.teamworkonline.com/soccer-jobs/nashville-sc/nashville-sc/data-analyst-2195561))

| Employer and role | Typical work in the specific advertisement | Pay evidence | Status and buyer interpretation |
|---|---|---|---|
| **Nashville SC — Data Analyst** | Answer sporting and recruitment questions; produce match reports; analyse event, tracking-derived and physical data; maintain reproducible Python workflows. Reports to Head of Analytics. | No salary disclosed. | **Application page visible.** Interpretation: delivery capacity across several sporting users, not exclusively player recruitment. ([teamworkonline.com](https://www.teamworkonline.com/soccer-jobs/nashville-sc/nashville-sc/data-analyst-2195561)) |
| **Sporting Kansas City — Data Engineer** | Build and maintain pipelines, schemas, databases and APIs; combine external providers with club systems; support production deployment of models. | No employer salary verified. | **Closed originating page**; responsibilities preserved in a syndicated advert. Interpretation: integration and reliability investment, not proof of additional feed purchases. ([sportsjobs.online](https://www.sportsjobs.online/jobs/13861-data-engineer-mls?utm_source=openai)) |
| **Utah Royals — Technical Scout** | Identify, assess and grade targets; maintain scouting reports; combine video, live observation and data. The advert allocates approximately **50%** of the role to video scouting. | No employer salary disclosed; the archive’s wage estimate is excluded. | Archive records **28 January–25 February 2026**. Interpretation: demand for women’s-football assessment capacity and usable footage. ([career.com](https://www.career.com/job/utah-royals/scout/j202601280109175112828?utm_source=openai)) |
| **San Diego FC — First Team Scout** | Identify global professional and amateur talent using live/video observation, research, data and relationships within the Right to Dream context. | **$70,000–$85,000 a year**, reported by Futboljobs; not reverified from the now-closed original advert. | Secondary advert dated **21 September 2026**; originating page **closed**. Treat pay as a secondary-source comparator. ([futboljobs.com](https://futboljobs.com/en/job-offer/1st-team-scout-san-diego-fc-usa-41783/?utm_source=openai)) |
| **NYCFC — First Team Performance Analyst** | Record and organise footage, tag clips, maintain performance records, support opposition analysis and manage analysis technology. Requires four-plus years’ relevant experience. | **$70,000–$75,000 annual base salary**, employer-stated. | **Application page visible.** This is predominantly performance and opposition analysis—not a dedicated player-acquisition role. ([teamworkonline.com](https://www.teamworkonline.com/soccer-jobs/nycfc/nyc-fc/first-team-performance-analyst-2197020?utm_source=openai)) |
| **FC Cincinnati — Data Analyst Intern** | Support the Lead Data Scientist with match reports, opposition analysis and event/tracking-data projects. | Paid; rate not disclosed. | **Application page visible** for **February–April 2027**, averaging **15 hours a week**. This is future, limited-duration capacity—not a full-time recruitment hire. ([job-boards.greenhouse.io](https://job-boards.greenhouse.io/fccincinnati/jobs/8105405003?gh_src=Workforce+Innovation+Center+job+board)) |

### Does a data-engineering hire mean the club wants another API?

**Not necessarily.** Sporting Kansas City’s engineering specification centres on making multiple sources accessible and reliable within a central platform. That supports a hypothesis of infrastructure work; it does not distinguish between integrating new providers and making better use of existing ones. ([sportsjobs.online](https://www.sportsjobs.online/jobs/13861-data-engineer-mls?utm_source=openai))

**Recommended response:** run a **Player Data Joinability Check** before purchasing another feed. Ask the prospective supplier to demonstrate identifier continuity, documented fields, update behaviour and an authorised export using the club’s own sample—not simply provide an API demonstration.

### Does an analyst hire imply enough capacity to run a supplier trial?

**Do not assume it.** Nashville’s specification combines short-turnaround requests, recurring match reporting and longer projects. FC Cincinnati’s internship has a small weekly time allocation and a defined term. Both examples make evaluator availability a question to confirm rather than infer. ([teamworkonline.com](https://www.teamworkonline.com/soccer-jobs/nashville-sc/nashville-sc/data-analyst-2195561))

For a **same-shortlist supplier trial**, assign a named evaluator and protected hours before inviting vendors. If capacity is unavailable, reduce the trial to one consequential recruitment question or defer the purchase; do not compensate by relying on a polished demonstration.