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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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

  • Arrange financing for productions.

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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

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

Technologies & Software

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