Sports players
Professional sportsmen and women train and compete, either individually or as part of a team, in their chosen sport for financial gain.
Task Bundle Breakdown
How AI interacts with this occupation's task bundle
Task-by-Task Breakdown
Every task scored individually — sorted highest to lowest AI exposure
discusses performance problems with coaches, physiotherapists, dieticians and doctors
AI analytics platforms like Catapult or STATSports can generate detailed performance data reports, giving coaches and medical staff richer evidence to inform these discussions.
attends training sessions to develop skills and practice individual or team moves and tactics
AI-powered video analysis tools like Hudl or Coach's Eye can identify technique flaws and suggest drills, but the physical practice and skill development must be done by the athlete.
builds stamina, physical strength and agility through running, fitness exercises and weight training
AI fitness platforms like Whoop or Polar can optimise training load and recovery schedules, but the physical conditioning work itself cannot be automated.
maintains clothing and other specialised sporting equipment
AI has minimal role here; smart sensors in equipment can flag wear or performance degradation, but physical maintenance and care remain entirely manual tasks.
participates in exhibitions, pre-qualifying events, tournaments and competitions
AI cannot physically compete; it may assist with real-time tactical analysis via tools like Hawk-Eye or Second Spectrum, but the athletic performance itself is entirely human.
ROI Calculator
Sports players
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How is this calculated?▾
Task weights — each task is weighted by its O*NET frequency rating. Where frequency data is absent, equal weighting is applied.
AI time reduction — tasks scored as "AI Automates" assume 80% time saving; "AI Assists" assumes 40%; "Human-Led" assumes 5%.
Salary equivalent — annual hours saved × (salary ÷ 1,800 working hours/year).
Value at risk — salary × share of role time in AI-automate or AI-assist tasks.
Figures are indicative estimates for planning purposes, not guarantees of productivity gain or job loss risk.