Category Ranking

Arts, Design, Entertainment, Sports, and Media

Ranking for category: Arts, Design, Entertainment, Sports, and Media.

Broadcast Technicians insight scene#1High confidenceInsightBT
Broadcast Technicians

Arts, Design, Entertainment, Sports, and MediaProfessional, Scientific, and Technical Services

Broadcast Technicians shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 72% • SOC 27-4012.00

Creative assistantEditing automationProduction workflow
Overall Risk72%
Exposure72%
Task avg73%
Human reliance28%
Open role profile
Merchandise Displayers and Window Trimmers operations scene#2Medium confidenceOperationsMD
Merchandise Displayers and Window Trimmers

Arts, Design, Entertainment, Sports, and MediaProfessional, Scientific, and Technical Services

Merchandise Displayers and Window Trimmers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 72% • SOC 27-1026.00

Creative assistantEditing automationProduction workflow
Overall Risk72%
Exposure72%
Task avg73%
Human reliance28%
Open role profile
Dancers workflow scene#3Low confidenceWorkflowD
Dancers

Arts, Design, Entertainment, Sports, and MediaProfessional, Scientific, and Technical Services

Dancers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 70% • SOC 27-2031.00

Creative assistantEditing automationProduction workflow
Overall Risk70%
Exposure70%
Task avg71%
Human reliance30%
Open role profile
Umpires, Referees, and Other Sports Officials coordination scene#4High confidenceCoordinationUR
Umpires, Referees, and Other Sports Officials

Arts, Design, Entertainment, Sports, and MediaArts, Entertainment, and Recreation

Umpires, Referees, and Other Sports Officials shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 70% • SOC 27-2023.00

Creative assistantEditing automationProduction workflow
Overall Risk70%
Exposure70%
Task avg71%
Human reliance30%
Open role profile
Fashion Designers insight scene#5Medium confidenceInsightFD
Fashion Designers

Arts, Design, Entertainment, Sports, and MediaProfessional, Scientific, and Technical Services

Fashion Designers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 69% • SOC 27-1022.00

Creative assistantEditing automationProduction workflow
Overall Risk69%
Exposure69%
Task avg70%
Human reliance31%
Open role profile
Designers, All Other workflow scene#6Low confidenceWorkflowDA
Designers, All Other

Arts, Design, Entertainment, Sports, and MediaInformation

Designers, All Other shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 67% • SOC 27-1029.00

Creative assistantEditing automationProduction workflow
Overall Risk67%
Exposure67%
Task avg68%
Human reliance33%
Open role profile
Media and Communication Workers, All Other coordination scene#7Low confidenceCoordinationMA
Media and Communication Workers, All Other

Arts, Design, Entertainment, Sports, and MediaProfessional, Scientific, and Technical Services

Media and Communication Workers, All Other shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 67% • SOC 27-3099.00

Creative assistantEditing automationProduction workflow
Overall Risk67%
Exposure67%
Task avg68%
Human reliance33%
Open role profile
Photographers planning scene#8High confidencePlanningP
Photographers

Arts, Design, Entertainment, Sports, and MediaProfessional, Scientific, and Technical Services

Photographers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 67% • SOC 27-4021.00

Creative assistantEditing automationProduction workflow
Overall Risk67%
Exposure67%
Task avg68%
Human reliance33%
Open role profile
Media and Communication Equipment Workers, All Other insight scene#9Low confidenceInsightMA
Media and Communication Equipment Workers, All Other

Arts, Design, Entertainment, Sports, and MediaInformation

Media and Communication Equipment Workers, All Other shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 66% • SOC 27-4099.00

Creative assistantEditing automationProduction workflow
Overall Risk66%
Exposure66%
Task avg67%
Human reliance34%
Open role profile
Actors systems scene#10High confidenceSystemsA
Actors

Arts, Design, Entertainment, Sports, and MediaArts, Entertainment, and Recreation

Actors shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 64% • SOC 27-2011.00

Creative assistantEditing automationProduction workflow
Overall Risk64%
Exposure64%
Task avg65%
Human reliance36%
Open role profile
Disc Jockeys, Except Radio tooling scene#11High confidenceToolingDJ
Disc Jockeys, Except Radio

Arts, Design, Entertainment, Sports, and MediaProfessional, Scientific, and Technical Services

Disc Jockeys, Except Radio shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 63% • SOC 27-2091.00

Creative assistantEditing automationProduction workflow
Overall Risk63%
Exposure63%
Task avg64%
Human reliance37%
Open role profile
Floral Designers systems scene#12Low confidenceSystemsFD
Floral Designers

Arts, Design, Entertainment, Sports, and MediaProfessional, Scientific, and Technical Services

Floral Designers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 62% • SOC 27-1023.00

Creative assistantEditing automationProduction workflow
Overall Risk62%
Exposure62%
Task avg63%
Human reliance38%
Open role profile
Lighting Technicians planning scene#13High confidencePlanningLT
Lighting Technicians

Arts, Design, Entertainment, Sports, and MediaInformation

Lighting Technicians shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 62% • SOC 27-4015.00

Creative assistantEditing automationProduction workflow
Overall Risk62%
Exposure62%
Task avg63%
Human reliance38%
Open role profile
Athletes and Sports Competitors insight scene#14Low confidenceInsightAA
Athletes and Sports Competitors

Arts, Design, Entertainment, Sports, and MediaArts, Entertainment, and Recreation

Athletes and Sports Competitors shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 61% • SOC 27-2021.00

Creative assistantEditing automationProduction workflow
Overall Risk61%
Exposure61%
Task avg62%
Human reliance39%
Open role profile
Court Reporters and Simultaneous Captioners operations scene#15High confidenceOperationsCR
Court Reporters and Simultaneous Captioners

Arts, Design, Entertainment, Sports, and MediaArts, Entertainment, and Recreation

Court Reporters and Simultaneous Captioners shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 61% • SOC 27-3092.00

Creative assistantEditing automationProduction workflow
Overall Risk61%
Exposure61%
Task avg62%
Human reliance39%
Open role profile
Choreographers operations scene#16Medium confidenceOperationsC
Choreographers

Arts, Design, Entertainment, Sports, and MediaInformation

Choreographers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 60% • SOC 27-2032.00

Creative assistantEditing automationProduction workflow
Overall Risk60%
Exposure60%
Task avg61%
Human reliance40%
Open role profile
Poets, Lyricists and Creative Writers tooling scene#17Medium confidenceToolingPL
Poets, Lyricists and Creative Writers

Arts, Design, Entertainment, Sports, and MediaProfessional, Scientific, and Technical Services

Poets, Lyricists and Creative Writers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 57% • SOC 27-3043.05

Creative assistantEditing automationProduction workflow
Overall Risk57%
Exposure57%
Task avg58%
Human reliance43%
Open role profile
Public Relations Specialists coordination scene#18High confidenceCoordinationPR
Public Relations Specialists

Arts, Design, Entertainment, Sports, and MediaProfessional, Scientific, and Technical Services

Public Relations Specialists is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 57% • SOC 27-3031.00

Creative assistantEditing automationProduction workflow
Overall Risk57%
Exposure57%
Task avg58%
Human reliance43%
Open role profile
Sound Engineering Technicians operations scene#19High confidenceOperationsSE
Sound Engineering Technicians

Arts, Design, Entertainment, Sports, and MediaProfessional, Scientific, and Technical Services

Sound Engineering Technicians is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 57% • SOC 27-4014.00

Creative assistantEditing automationProduction workflow
Overall Risk57%
Exposure57%
Task avg58%
Human reliance43%
Open role profile
Audio and Video Technicians execution scene#20High confidenceExecutionAA
Audio and Video Technicians

Arts, Design, Entertainment, Sports, and MediaProfessional, Scientific, and Technical Services

Audio and Video Technicians is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 56% • SOC 27-4011.00

Creative assistantEditing automationProduction workflow
Overall Risk56%
Exposure56%
Task avg57%
Human reliance44%
Open role profile
Media Technical Directors/Managers operations scene#21High confidenceOperationsMT
Media Technical Directors/Managers

Arts, Design, Entertainment, Sports, and MediaInformation

Media Technical Directors/Managers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 55% • SOC 27-2012.05

Creative assistantEditing automationProduction workflow
Overall Risk55%
Exposure55%
Task avg56%
Human reliance45%
Open role profile
Producers and Directors execution scene#22High confidenceExecutionPA
Producers and Directors

Arts, Design, Entertainment, Sports, and MediaProfessional, Scientific, and Technical Services

Producers and Directors is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 55% • SOC 27-2012.00

Creative assistantEditing automationProduction workflow
Overall Risk55%
Exposure55%
Task avg56%
Human reliance45%
Open role profile
Fine Artists, Including Painters, Sculptors, and Illustrators systems scene#23Low confidenceSystemsFA
Fine Artists, Including Painters, Sculptors, and Illustrators

Arts, Design, Entertainment, Sports, and MediaArts, Entertainment, and Recreation

Fine Artists, Including Painters, Sculptors, and Illustrators is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 54% • SOC 27-1013.00

Creative assistantEditing automationProduction workflow
Overall Risk54%
Exposure54%
Task avg55%
Human reliance46%
Open role profile
Entertainers and Performers, Sports and Related Workers, All Other execution scene#24Medium confidenceExecutionEA
Entertainers and Performers, Sports and Related Workers, All Other

Arts, Design, Entertainment, Sports, and MediaArts, Entertainment, and Recreation

Entertainers and Performers, Sports and Related Workers, All Other is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 52% • SOC 27-2099.00

Creative assistantEditing automationProduction workflow
Overall Risk52%
Exposure52%
Task avg53%
Human reliance48%
Open role profile
Craft Artists operations scene#25High confidenceOperationsCA
Craft Artists

Arts, Design, Entertainment, Sports, and MediaInformation

Craft Artists is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 51% • SOC 27-1012.00

Creative assistantEditing automationProduction workflow
Overall Risk51%
Exposure51%
Task avg52%
Human reliance49%
Open role profile
Writers and Authors workflow scene#26Medium confidenceWorkflowWA
Writers and Authors

Arts, Design, Entertainment, Sports, and MediaInformation

Writers and Authors is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 51% • SOC 27-3043.00

Creative assistantEditing automationProduction workflow
Overall Risk51%
Exposure51%
Task avg52%
Human reliance49%
Open role profile
Broadcast Announcers and Radio Disc Jockeys productivity scene#27High confidenceProductivityBA
Broadcast Announcers and Radio Disc Jockeys

Arts, Design, Entertainment, Sports, and MediaArts, Entertainment, and Recreation

Broadcast Announcers and Radio Disc Jockeys is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 49% • SOC 27-3011.00

Creative assistantEditing automationProduction workflow
Overall Risk49%
Exposure49%
Task avg50%
Human reliance51%
Open role profile
Camera Operators, Television, Video, and Film productivity scene#28Medium confidenceProductivityCO
Camera Operators, Television, Video, and Film

Arts, Design, Entertainment, Sports, and MediaProfessional, Scientific, and Technical Services

Camera Operators, Television, Video, and Film is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 49% • SOC 27-4031.00

Creative assistantEditing automationProduction workflow
Overall Risk49%
Exposure49%
Task avg50%
Human reliance51%
Open role profile
Film and Video Editors systems scene#29High confidenceSystemsFA
Film and Video Editors

Arts, Design, Entertainment, Sports, and MediaInformation

Film and Video Editors is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 49% • SOC 27-4032.00

Creative assistantEditing automationProduction workflow
Overall Risk49%
Exposure49%
Task avg50%
Human reliance51%
Open role profile
Special Effects Artists and Animators insight scene#30High confidenceInsightSE
Special Effects Artists and Animators

Arts, Design, Entertainment, Sports, and MediaProfessional, Scientific, and Technical Services

Special Effects Artists and Animators is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 49% • SOC 27-1014.00

Creative assistantEditing automationProduction workflow
Overall Risk49%
Exposure49%
Task avg50%
Human reliance51%
Open role profile
Artists and Related Workers, All Other productivity scene#31Low confidenceProductivityAA
Artists and Related Workers, All Other

Arts, Design, Entertainment, Sports, and MediaArts, Entertainment, and Recreation

Artists and Related Workers, All Other is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 48% • SOC 27-1019.00

Creative assistantEditing automationProduction workflow
Overall Risk48%
Exposure48%
Task avg49%
Human reliance52%
Open role profile
Interior Designers productivity scene#32High confidenceProductivityID
Interior Designers

Arts, Design, Entertainment, Sports, and MediaProfessional, Scientific, and Technical Services

Interior Designers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 48% • SOC 27-1025.00

Creative assistantEditing automationProduction workflow
Overall Risk48%
Exposure48%
Task avg49%
Human reliance52%
Open role profile
Music Directors and Composers insight scene#33High confidenceInsightMD
Music Directors and Composers

Arts, Design, Entertainment, Sports, and MediaProfessional, Scientific, and Technical Services

Music Directors and Composers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 47% • SOC 27-2041.00

Creative assistantEditing automationProduction workflow
Overall Risk47%
Exposure47%
Task avg48%
Human reliance53%
Open role profile
Technical Writers planning scene#34Medium confidencePlanningTW
Technical Writers

Arts, Design, Entertainment, Sports, and MediaProfessional, Scientific, and Technical Services

Technical Writers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 47% • SOC 27-3042.00

Creative assistantEditing automationProduction workflow
Overall Risk47%
Exposure47%
Task avg48%
Human reliance53%
Open role profile
Art Directors coordination scene#35High confidenceCoordinationAD
Art Directors

Arts, Design, Entertainment, Sports, and MediaArts, Entertainment, and Recreation

Art Directors is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 46% • SOC 27-1011.00

Creative assistantEditing automationProduction workflow
Overall Risk46%
Exposure46%
Task avg47%
Human reliance54%
Open role profile
Coaches and Scouts productivity scene#36High confidenceProductivityCA
Coaches and Scouts

Arts, Design, Entertainment, Sports, and MediaArts, Entertainment, and Recreation

Coaches and Scouts is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 45% • SOC 27-2022.00

Creative assistantEditing automationProduction workflow
Overall Risk45%
Exposure45%
Task avg46%
Human reliance55%
Open role profile
Commercial and Industrial Designers workflow scene#37High confidenceWorkflowCA
Commercial and Industrial Designers

Arts, Design, Entertainment, Sports, and MediaArts, Entertainment, and Recreation

Commercial and Industrial Designers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 45% • SOC 27-1021.00

Creative assistantEditing automationProduction workflow
Overall Risk45%
Exposure45%
Task avg46%
Human reliance55%
Open role profile
Graphic Designers planning scene#38High confidencePlanningGD
Graphic Designers

Arts, Design, Entertainment, Sports, and MediaArts, Entertainment, and Recreation

Graphic Designers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 45% • SOC 27-1024.00

Creative assistantEditing automationProduction workflow
Overall Risk45%
Exposure45%
Task avg46%
Human reliance55%
Open role profile
Musicians and Singers workflow scene#39Medium confidenceWorkflowMA
Musicians and Singers

Arts, Design, Entertainment, Sports, and MediaProfessional, Scientific, and Technical Services

Musicians and Singers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 45% • SOC 27-2042.00

Creative assistantEditing automationProduction workflow
Overall Risk45%
Exposure45%
Task avg46%
Human reliance55%
Open role profile
Talent Directors systems scene#40Medium confidenceSystemsTD
Talent Directors

Arts, Design, Entertainment, Sports, and MediaProfessional, Scientific, and Technical Services

Talent Directors is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 45% • SOC 27-2012.04

Creative assistantEditing automationProduction workflow
Overall Risk45%
Exposure45%
Task avg46%
Human reliance55%
Open role profile
Interpreters and Translators analysis scene#41Medium confidenceAnalysisIA
Interpreters and Translators

Arts, Design, Entertainment, Sports, and MediaInformation

Interpreters and Translators is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 44% • SOC 27-3091.00

Creative assistantEditing automationProduction workflow
Overall Risk44%
Exposure44%
Task avg45%
Human reliance56%
Open role profile
Media Programming Directors productivity scene#42High confidenceProductivityMP
Media Programming Directors

Arts, Design, Entertainment, Sports, and MediaInformation

Media Programming Directors remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 39% • SOC 27-2012.03

Creative assistantEditing automationProduction workflow
Overall Risk39%
Exposure39%
Task avg40%
Human reliance61%
Open role profile
Editors coordination scene#43Medium confidenceCoordinationE
Editors

Arts, Design, Entertainment, Sports, and MediaInformation

Editors remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 38% • SOC 27-3041.00

Creative assistantEditing automationProduction workflow
Overall Risk38%
Exposure38%
Task avg39%
Human reliance62%
Open role profile
News Analysts, Reporters, and Journalists operations scene#44High confidenceOperationsNA
News Analysts, Reporters, and Journalists

Arts, Design, Entertainment, Sports, and MediaInformation

News Analysts, Reporters, and Journalists remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 38% • SOC 27-3023.00

Creative assistantEditing automationProduction workflow
Overall Risk38%
Exposure38%
Task avg39%
Human reliance62%
Open role profile
Set and Exhibit Designers workflow scene#45High confidenceWorkflowSA
Set and Exhibit Designers

Arts, Design, Entertainment, Sports, and MediaArts, Entertainment, and Recreation

Set and Exhibit Designers remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 37% • SOC 27-1027.00

Creative assistantEditing automationProduction workflow
Overall Risk37%
Exposure37%
Task avg38%
Human reliance63%
Open role profile