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Sales Manager

Based on 16 assessments · 8 from real users

30% Moderate risk

Average realistic automation risk across all Sales Manager profiles in the dataset.

Raw potential
50%
Realistic risk
30%
Research benchmark ?
44%

Raw potential = I/O automation ceiling. Realistic risk = adjusted for informal knowledge and social context. Research benchmark: Eloundou et al. (2023)

Distribution across 16 profiles. Middle half of Sales Managers score between 27% and 33%.

0% 50% 100%
p10 · 25%
37% · p90
On-screen work 45%

Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.

In-person + screen 1%

Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.

Computer + action 16%

Computer input, real-world output — needs someone to act on it, not just software.

Fully in-person 38%

No computer required. Furthest from automation — the strongest human advantage.

3 synthetic profiles for a Sales Manager, ordered by automation exposure. Tab between them to see how task mix drives the score difference.

Task Time Type Exposure
Team meetings and standup calls: running daily/weekly team huddles, discussing deals, celebrating wins, aligning on strategy
deep expertise social element
17% AA 2%
Reporting and analysis: creating sales reports, tracking KPIs, presenting results to leadership, identifying trends
16% DD 57%
Hiring and recruitment: reviewing resumes, interviewing candidates, onboarding new team members
deep expertise social element
15% DA 16%
Strategic planning: setting quarterly targets, defining territory strategy, designing incentive plans, competitive analysis
deep expertise social element
14% DD 33%
Coaching and 1-on-1 meetings: providing feedback to sales reps, discussing performance, addressing obstacles, setting goals
deep expertise
14% AA 0%
Client relationship management: meeting with key accounts, negotiating deals, resolving escalations, managing contract discussions
deep expertise
13% AA 0%
Administrative tasks: email management, calendar coordination, expense approvals, policy enforcement
4% DD 90%
Pipeline management: reviewing deal stages, forecasting revenue, updating CRM with opportunity status and probability
3% DD 64%

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