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Automation Risk Analysis

Will “Line Producer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #92 of 702. Estimated risk: 2.2%

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AI Exposure Risk

54%

“Line 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%

“Line 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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Arrange financing for productions.

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

Technologies & Software

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