IS WORK OVER?

Automation index

How much of a Marketing manager’s job can AI already do?

Today an AI can already knock out copy, outlines, reports, and a lot of the prep. Deciding what matters, and what moves the business, is another story.

This percentage does not predict how many people will lose their jobs.

Task comparison

Marketing manager

Where the time goes

Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.

The time saving for each task is estimated separately.

TaskShareAIPoints
Formulate, direct, or coordinate marketing activities or policies to promote products or services, working with advertising or promotion managers.
Estimate

No public source provides a precise figure. This is our estimate.

22%28%+6.2
Identify, develop, or evaluate marketing strategy, based on knowledge of establishment objectives, market characteristics, and cost and markup factors.
Estimate

No public source provides a precise figure. This is our estimate.

16%28%+4.5
Direct the hiring, training, or performance evaluations of marketing or sales staff and oversee their daily activities.
Estimate

No public source provides a precise figure. This is our estimate.

12%28%+3.4
Evaluate the financial aspects of product development, such as budgets, expenditures, research and development appropriations, or return-on-investment and profit-loss projections.
Estimate

No public source provides a precise figure. This is our estimate.

7%48%+3.4
Consult with product development personnel on product specifications, such as design, color, or packaging.
Estimate

No public source provides a precise figure. This is our estimate.

6%28%+1.7
Compile lists describing product or service offerings.
Estimate

No public source provides a precise figure. This is our estimate.

6%28%+1.7
Use sales forecasting or strategic planning to ensure the sale and profitability of products, lines, or services, analyzing business developments and monitoring market trends.
Estimate

No public source provides a precise figure. This is our estimate.

6%48%+2.9
Develop pricing strategies, balancing firm objectives and customer satisfaction.
Estimate

No public source provides a precise figure. This is our estimate.

5%28%+1.4
Other less frequent tasks (weight estimated from frequency).
Estimate

No public source provides a precise figure. This is our estimate.

20%28%+5.6
Total100%31%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low

Skills and activities

  • channel marketing
  • sales strategies
  • company policies
  • implement marketing strategies
  • carry out naming strategies
  • perform customers’ needs analysis
  • manage staff
  • apply social media marketing
  • create annual marketing budget
  • set brand positioning

Sources for this job· O*NET 11-2021.00· ESCO/ISCO 2431

Physiotherapist

Where the time goes

Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.

The time saving for each task is estimated separately.

TaskShareAIPoints
Plan, prepare, or carry out individually designed programs of physical treatment to maintain, improve, or restore physical functioning, alleviate pain, or prevent physical dysfunction in patients.
Estimate

No public source provides a precise figure. This is our estimate.

8%12%+1
Record prognosis, treatment, response, and progress in patient's chart or enter information into computer.
Estimate

No public source provides a precise figure. This is our estimate.

8%12%+1
Administer manual exercises, massage, or traction to help relieve pain, increase patient strength, or decrease or prevent deformity or crippling.
Estimate

No public source provides a precise figure. This is our estimate.

8%12%+1
Evaluate effects of treatment at various stages and adjust treatments to achieve maximum benefit.
Estimate

No public source provides a precise figure. This is our estimate.

8%28%+2.2
Direct, supervise, assess, and communicate with supportive personnel.
Estimate

No public source provides a precise figure. This is our estimate.

7%22%+1.5
Confer with the patient, medical practitioners, or appropriate others to plan, implement, or assess the intervention program.
Estimate

No public source provides a precise figure. This is our estimate.

7%12%+0.8
Test and measure patient's strength, motor development and function, sensory perception, functional capacity, or respiratory or circulatory efficiency and record data.
Estimate

No public source provides a precise figure. This is our estimate.

6%12%+0.7
Obtain patients' informed consent to proposed interventions.
Estimate

No public source provides a precise figure. This is our estimate.

6%12%+0.7
Other less frequent tasks (weight estimated from frequency).
Estimate

No public source provides a precise figure. This is our estimate.

42%28%+11.8
Total100%21%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low

Skills and activities

  • orthopaedic manual physiotherapy
  • medical terminology
  • emergency surgery
  • general medicine
  • surgery
  • human physiology
  • geriatrics
  • kinetics
  • neurology
  • pharmacology

Sources for this job· O*NET 29-1123.00· ESCO/ISCO 2264

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