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Automation Risk Analysis

Will “Production Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #92 of 702. Estimated risk: 2.2%

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AI Exposure Risk

54%

“Production Manager” 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%

“Production Manager” 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Arrange financing for productions.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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