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Automation Risk Analysis

Will “Digital Producer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #92 of 702. Estimated risk: 2.2%

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AI Exposure Risk

54%

“Digital Producer” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 54% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

37%

“Digital Producer” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 37% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Producers and Directors, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Produce or direct stage, television, radio, video, or film productions for entertainment, information, or instruction. Responsible for creative decisions, such as interpretation of script, choice of actors or guests, set design, sound, special effects, and choreography.

Avg. Annual Salary $114,280
Avg. Hourly Wage $54.94
Available Jobs (US) 145,270
Job Title & Hierarchy Code (SOC) Producers and Directors #27-2012
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Producers and Directors”

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Core Skills & Abilities

  • Consult with writers, producers, or actors about script changes or "workshop" scripts, through rehearsal with writers and actors to create final drafts.

  • Obtain rights to scripts or to such items as existing video footage.

  • Compile scripts, program notes, and other material related to productions.

  • Review film daily to check on work in progress and to plan for future filming.

  • Write and submit proposals to bid on contracts for projects.

  • Supervise and coordinate the work of camera, lighting, design, and sound crew members.

  • Direct live broadcasts, films and recordings, or non-broadcast programming for public entertainment or education.

  • Compose and edit scripts or provide screenwriters with story outlines from which scripts can be written.

  • Coordinate the activities of writers, directors, managers, and other personnel throughout the production process.

  • Identify and approve equipment and elements required for productions, such as scenery, lights, props, costumes, choreography, and music.

  • Write and edit news stories from information collected by reporters and other sources.

  • Arrange financing for productions.

  • Develop marketing plans for finished products, collaborating with sales associates to supervise product distribution.

  • Perform management activities, such as budgeting, scheduling, planning, and marketing.

  • Confer with technical directors, managers, crew members, and writers to discuss details of production, such as photography, script, music, sets, and costumes.

  • Study and research scripts to determine how they should be directed.

  • Negotiate with parties, including independent producers and the distributors and broadcasters who will be handling completed productions.

  • Hire principal cast members and crew members, such as art directors, cinematographers, and costume designers.

  • Perform administrative duties, such as preparing operational reports, distributing rehearsal call sheets and script copies, and arranging for rehearsal quarters.

  • Establish pace of programs and sequences of scenes according to time requirements and cast and set accessibility.

  • Select plays, scripts, books, news content, or ideas to be produced.

  • Cut and edit film or tape to integrate component parts into desired sequences.

  • Review film, recordings, or rehearsals to ensure conformance to production and broadcast standards.

  • Plan details such as framing, composition, camera movement, sound, and actor movement for each shot or scene.

  • Communicate to actors the approach, characterization, and movement needed for each scene in such a way that rehearsals and takes are minimized.

  • Hold auditions for parts or negotiate contracts with actors determined suitable for specific roles.

  • Choose settings and locations for films and determine how scenes will be shot in these settings.

  • Research production topics using the internet, video archives, and other informational sources.

  • Conduct meetings with staff to discuss production progress and to ensure production objectives are attained.

  • Resolve personnel problems that arise during the production process by acting as liaisons between dissenting parties when necessary.

Technologies & Software

  • Runway ML
  • Social media sites
  • Snapchat
  • Microsoft Office software
  • JavaScript
  • Instagram
  • Napkin AI
  • X (formerly Twitter)
  • Airtable
  • Microsoft Excel
  • Atlassian Confluence
  • Avid Digidesign Pro Tools
  • Zoom
  • Broadcast Electronics AudioVAULT FleX
  • Cascading style sheets CSS
  • Asana
  • Google Workspace software
  • Kimi (Moonshot AI)
  • Magix Vegas Pro
  • Adobe Creative Cloud software
  • Midjourney
  • Microsoft Teams
  • ChatGPT (OpenAI)
  • PHP
  • MAGIX Software Sound Forge
  • Ross Video Xpression
  • Extensible markup language XML
  • Web content management system CMS software
  • FaceTime
  • Microsoft Access
  • Adobe Dreamweaver
  • LoveArt AI
  • Project management software
  • Content management systems CMS
  • Blogging software
  • Avid Technology NewsCutter
  • YouTube
  • Google Ads
  • Qwen (Alibaba)
  • Recraft
  • Avid Technology Media Composer
  • Perplexity AI
  • Video editing software
  • ElevenLabs
  • Scripting software
  • Chyron CAMIO
  • Adobe ActionScript
  • TikTok
  • Claude (Anthropic)
  • Avid Technology Pro Tools
  • LinkedIn
  • Graphics creation software
  • Gemini for Workspace
  • Eko
  • Adobe Illustrator
  • Email software
  • Google Drive
  • DALL-E 3 (OpenAI)
  • Microsoft Project
  • WideOrbit
  • Microsoft Visio
  • Microsoft PowerPoint
  • WordPress
  • Adobe After Effects
  • CapCut AI
  • Avid Technology iNEWS
  • Atlassian JIRA
  • Google Docs
  • Hypertext markup language HTML
  • Mistral (Mistral AI)
  • Grass Valley EDIUS
  • Gemini (Google)
  • Adobe Premiere Pro
  • AP ENPS
  • Canva
  • Llama (Meta)
  • Pinterest
  • Adobe Audition
  • Adobe Firefly
  • Google Gmail
  • Microsoft Outlook
  • Microsoft Publisher
  • Google Analytics
  • Nova (Amazon)
  • Adobe Photoshop
  • Apple Final Cut Pro
  • Suno AI
  • Screencastify
  • Slack
  • Live streaming software
  • Facebook
  • Drupal
  • DeepSeek
  • Sora (OpenAI)
  • Microsoft Windows
  • Microsoft Word
  • Adobe InDesign
  • Udio
  • Adobe Acrobat
  • Grok (xAI)
  • Grass Valley Ignite Automated Production System
  • Video editing equipment
  • Teleprompters
  • Sound mixing equipment
  • Waveform monitors
  • Lens finders
  • Digital video cameras
  • Video switchers
  • Vectorscopes
  • Multi-line telephone systems
  • Dell Notebooks
  • Studio lighting systems
  • Newsroom digital audio workstations
  • Notebook computers
  • Tablet computers
  • Multimedia editing equipment
  • Apple iMacs
  • Apple iPads
  • Personal computers
  • Robotic cameras
  • Electronic news gathering ENG cameras
  • Laptop computers