Will AI replace Computer and Mathematical jobs?
36 jobs scored. On average 17% of the task time in these jobs still needs a person, and the family averages 61 out of 100 on Still needs a human, where higher is safer.
61
Average Still needs a human score, 0 to 100 ↑ safer. Will AI replace them? A little.
36
Jobs scored in this family
17%
Average share of task time that still needs a person
10.2M
US workers in these jobs
How Computer and Mathematical work could shift
The share of US workers in these jobs whose job would sit in each band, from today to 2060.
Today
0%
of US workers in this family are in jobs that mostly need a person (our top band, Nah.)
0% are in jobs AI could largely do (Largely.)
By 2045
0%
of US workers in this family would still be in jobs that mostly need a person (our top band, Nah.)
100% would be in jobs AI could largely do (Largely.)
By 2060
0%
of US workers in this family would still be in jobs that mostly need a person (our top band, Nah.)
100% would be in jobs AI could largely do (Largely.)
Each job's score moves towards the bottom band (Largely: AI could largely do the job) by the year it could be largely automated, slowly at first and faster later, as adoption usually goes. Each job is run as ten scenarios across its replacement range, so every figure mixes early and late outcomes. The model stops at 2060. How the timeline works
Will AI replace the job?Largely.Mostly.Partly.A little.Nah.
Show the data
| Year | Largely | Mostly | Partly | A little | Nah |
|---|---|---|---|---|---|
| Today (2026) | 0.0% | 0.0% | 21.5% | 78.5% | 0.0% |
| 2030 | 0.0% | 16.6% | 81.2% | 2.2% | 0.0% |
| 2035 | 52.9% | 37.4% | 9.8% | 0.0% | 0.0% |
| 2040 | 87.9% | 12.1% | 0.0% | 0.0% | 0.0% |
| 2045 | 99.9% | 0.1% | 0.0% | 0.0% | 0.0% |
| 2050 | 100.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| 2055 | 100.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| 2060 | 100.0% | 0.0% | 0.0% | 0.0% | 0.0% |
Every Computer and Mathematical job, ranked
Data Warehousing SpecialistsComputer and Mathematical · 15-1243.01
52↑ saferAI replace? Partly.
AI does 66%AI helps 34%Needs a human 0%
20352033–2040
67k
$139,500
Business Intelligence AnalystsComputer and Mathematical · 15-2051.01
54↑ saferAI replace? Partly.
AI does 56%AI helps 39%Needs a human 5%
20352033–2041
262k
$120,230
Computer ProgrammersComputer and Mathematical · 15-1251
55↑ saferAI replace? Partly.
AI does 56%AI helps 25%Needs a human 19%
20352033–2041
92k
$100,390
Web DevelopersComputer and Mathematical · 15-1254
55↑ saferAI replace? Partly.
AI does 39%AI helps 57%Needs a human 4%
20352033–2041
70k
$92,650
Web and Digital Interface DesignersComputer and Mathematical · 15-1255
57↑ saferAI replace? Partly.
AI does 38%AI helps 51%Needs a human 11%
20362033–2042
113k
$104,000
Bioinformatics TechniciansComputer and Mathematical · 15-2099.01
57↑ saferAI replace? Partly.
AI does 43%AI helps 42%Needs a human 15%
20362033–2042
4k
$81,490
Database AdministratorsComputer and Mathematical · 15-1242
58↑ saferAI replace? Partly.
AI does 24%AI helps 71%Needs a human 5%
20362033–2042
70k
$104,620
Software Quality Assurance Analysts and TestersComputer and Mathematical · 15-1253
58↑ saferAI replace? Partly.
AI does 35%AI helps 57%Needs a human 8%
20362033–2042
187k
$104,300
Database ArchitectsComputer and Mathematical · 15-1243
58↑ saferAI replace? Partly.
AI does 32%AI helps 63%Needs a human 5%
20362033–2042
67k
$139,500
Computer Systems AnalystsComputer and Mathematical · 15-1211
59↑ saferAI replace? Partly.
AI does 42%AI helps 46%Needs a human 12%
20362033–2042
520k
$105,850
Information Security AnalystsComputer and Mathematical · 15-1212
59↑ saferAI replace? Partly.
AI does 36%AI helps 56%Needs a human 8%
20362033–2043
191k
$129,180
Document Management SpecialistsComputer and Mathematical · 15-1299.03
59↑ saferAI replace? Partly.
AI does 17%AI helps 73%Needs a human 10%
20362033–2043
435k
$116,580
Web AdministratorsComputer and Mathematical · 15-1299.01
60↑ saferAI replace? A little.
AI does 26%AI helps 64%Needs a human 10%
20362033–2043
435k
$116,580
MathematiciansComputer and Mathematical · 15-2021
60↑ saferAI replace? A little.
AI does 18%AI helps 78%Needs a human 4%
20362033–2043
2k
$126,710
StatisticiansComputer and Mathematical · 15-2041
60↑ saferAI replace? A little.
AI does 23%AI helps 71%Needs a human 6%
20362033–2043
29k
$105,650
Clinical Data ManagersComputer and Mathematical · 15-2051.02
61↑ saferAI replace? A little.
AI does 26%AI helps 61%Needs a human 13%
20362033–2044
262k
$120,230
Computer Network Support SpecialistsComputer and Mathematical · 15-1231
61↑ saferAI replace? A little.
AI does 20%AI helps 57%Needs a human 23%
20372034–2045
146k
$76,220
Data ScientistsComputer and Mathematical · 15-2051
61↑ saferAI replace? A little.
AI does 0%AI helps 93%Needs a human 7%
20372034–2044
262k
$120,230
Computer User Support SpecialistsComputer and Mathematical · 15-1232
62↑ saferAI replace? A little.
AI does 34%AI helps 35%Needs a human 31%
20372034–2045
717k
$61,860
Penetration TestersComputer and Mathematical · 15-1299.04
62↑ saferAI replace? A little.
AI does 0%AI helps 88%Needs a human 12%
20372034–2045
435k
$116,580
Software DevelopersComputer and Mathematical · 15-1252
62↑ saferAI replace? A little.
AI does 32%AI helps 41%Needs a human 27%
20372034–2044
1.7M
$135,980
Geographic Information Systems Technologists and TechniciansComputer and Mathematical · 15-1299.02
63↑ saferAI replace? A little.
AI does 20%AI helps 72%Needs a human 8%
20372034–2044
435k
$116,580
Computer Systems Engineers/ArchitectsComputer and Mathematical · 15-1299.08
63↑ saferAI replace? A little.
AI does 26%AI helps 47%Needs a human 27%
20372034–2044
435k
$116,580
Operations Research AnalystsComputer and Mathematical · 15-2031
63↑ saferAI replace? A little.
AI does 11%AI helps 65%Needs a human 24%
20362033–2044
109k
$88,940
Network and Computer Systems AdministratorsComputer and Mathematical · 15-1244
64↑ saferAI replace? A little.
AI does 8%AI helps 78%Needs a human 14%
20372034–2046
314k
$99,130
Computer Network ArchitectsComputer and Mathematical · 15-1241
64↑ saferAI replace? A little.
AI does 19%AI helps 56%Needs a human 25%
20372034–2044
180k
$134,050
Telecommunications Engineering SpecialistsComputer and Mathematical · 15-1241.01
65↑ saferAI replace? A little.
AI does 14%AI helps 57%Needs a human 29%
20372034–2046
180k
$134,050
BiostatisticiansComputer and Mathematical · 15-2041.01
65↑ saferAI replace? A little.
AI does 8%AI helps 71%Needs a human 21%
20372034–2045
29k
$105,650
Health Informatics SpecialistsComputer and Mathematical · 15-1211.01
65↑ saferAI replace? A little.
AI does 12%AI helps 65%Needs a human 23%
20372034–2045
520k
$105,850
Information Security EngineersComputer and Mathematical · 15-1299.05
66↑ saferAI replace? A little.
AI does 0%AI helps 95%Needs a human 5%
20382034–2046
435k
$116,580
Blockchain EngineersComputer and Mathematical · 15-1299.07
66↑ saferAI replace? A little.
AI does 0%AI helps 81%Needs a human 19%
20382034–2046
435k
$116,580
Video Game DesignersComputer and Mathematical · 15-1255.01
67↑ saferAI replace? A little.
AI does 4%AI helps 68%Needs a human 28%
20372034–2046
113k
$104,000
Computer and Information Research ScientistsComputer and Mathematical · 15-1221
67↑ saferAI replace? A little.
AI does 8%AI helps 54%Needs a human 38%
20372034–2045
37k
$140,300
Information Technology Project ManagersComputer and Mathematical · 15-1299.09
68↑ saferAI replace? A little.
AI does 14%AI helps 47%Needs a human 39%
20372034–2046
435k
$116,580
Digital Forensics AnalystsComputer and Mathematical · 15-1299.06
68↑ saferAI replace? A little.
AI does 0%AI helps 63%Needs a human 37%
20382034–2048
435k
$116,580
ActuariesComputer and Mathematical · 15-2011
70↑ saferAI replace? A little.
AI does 0%AI helps 70%Needs a human 30%
20382034–2048
27k
$130,000