Future of Work & Skills Observatory
AI Impact on Jobs: Tasks and Skills by Profession
Profession by profession, which tasks AI may assist or automate, which skills gain value, and how a team can prepare. Evidence-informed, role-level guides with practical 90-day plans.
Each report combines public research and professional guidance with original editorial synthesis. The categories are qualitative: they are not probabilities of job loss, forecasts or assessments of individual employees.
Profession reports
Marketing, Content & Growth · Marketing Specialist
How Will AI Change Marketing Specialists by 2030?
See how generative AI, predictive analytics and agentic campaigns change marketing work, which skills gain value and how teams can adapt.
Published
Read the report →Customer Service & Customer Experience · Customer Support Specialist
How Will AI Change Customer Support Jobs by 2030?
Discover which service tasks may be automated, where empathy and accountability remain essential, and how teams can build the right skills.
Published
Read the report →Sales Development · Sales Representative
How Will AI Change Sales Representatives by 2030?
Which sales tasks can AI agents assist, and which relationship, negotiation and judgment skills become more valuable?
Published
Read the report →Human Resources Management · HR Manager
How Will AI Change HR Managers by 2030?
Which HR tasks can AI support, what safeguards protect employees, and which capabilities should people teams develop?
Published
Read the report →Accounting & Finance · Accountant
How Will AI Change Accountants by 2030?
Which accounting tasks could AI assist or automate, which skills will grow, and how can your team prepare?
Published
Read the report →
New profession reports are added here as they are published.
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