IS WORK OVER?

Automation index

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

Studies organisms and ecosystems, in the field, the lab or consulting.

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

Task comparison

Biologist

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
Teach or supervise students and perform research at universities and colleges.
Estimate

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

17%22%+3.7
Identify, classify, and study structure, behavior, ecology, physiology, nutrition, culture, and distribution of plant and animal species.
Estimate

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

16%28%+4.5
Program and use computers to store, process, and analyze data.
Estimate

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

15%48%+7.2
Supervise biological technicians and technologists and other scientists.
Estimate

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

15%22%+3.3
Research environmental effects of present and potential uses of land and water areas, determining methods of improving environmental conditions or such outputs as crop yields.
Estimate

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

6%22%+1.3
Collect and analyze biological data about relationships among and between organisms and their environment.
Estimate

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

6%48%+2.9
Study basic principles of plant and animal life, such as origin, relationship, development, anatomy, and function.
Estimate

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

5%28%+1.4
Review reports and proposals, such as those relating to land use classifications and recreational development, for accuracy, adequacy, or adherence to policies, regulations, or scientific standards.
Estimate

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

5%55%+2.8
Other less frequent tasks (weight estimated from frequency).
Estimate

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

15%28%+4.2
Total100%31%

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

Skills and activities

  • microbiology-bacteriology
  • genetics
  • biotechnology
  • laboratory techniques
  • biology
  • medical genetics
  • genetic engineering
  • scientific research methodology
  • manage research data
  • perform laboratory tests

Sources for this job· O*NET 19-1029.04· ESCO/ISCO 2131

Hotel receptionist

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
Greet, register, and assign rooms to guests of hotels or motels.
Estimate

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

7%28%+2
Issue room keys and escort instructions to bellhops.
Estimate

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

7%28%+2
Verify customers' credit, and establish how the customer will pay for the accommodation.
Estimate

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

7%28%+2
Keep records of room availability and guests' accounts, manually or using computers.
Estimate

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

7%55%+3.9
Make and confirm reservations.
Estimate

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

7%28%+2
Review accounts and charges with guests during the check out process.
Estimate

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

6%28%+1.7
Answer inquiries pertaining to hotel services, guest registration, and travel directions, or make recommendations regarding shopping, dining, or entertainment.
Estimate

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

6%28%+1.7
Compute bills, collect payments, and make change for guests.
Estimate

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

6%28%+1.7
Other less frequent tasks (weight estimated from frequency).
Estimate

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

47%28%+13.2
Total100%30%

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

Skills and activities

  • explain features in accommodation venue
  • comply with food safety and hygiene
  • implement marketing strategies
  • maintain relationship with customers
  • deal with arrivals in accommodation
  • greet guests
  • handle customer complaints
  • process booking
  • provide tourism related information
  • handover the service area

Sources for this job· O*NET 43-4081.00· ESCO/ISCO 4224

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