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Automation Risk Analysis

Will “Data Operations Director” be Automated?

Historical Context: Oxford Study (2013)

Ranked #118 of 702. Estimated risk: 3.5%

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AI Exposure Risk

61%

“Data Operations Director” 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 61% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

37%

“Data Operations Director” 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 Computer and Information Systems Managers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Plan, direct, or coordinate activities in such fields as electronic data processing, information systems, systems analysis, and computer programming.

Avg. Annual Salary $187,990
Avg. Hourly Wage $90.38
Available Jobs (US) 645,970
Job Title & Hierarchy Code (SOC) Computer and Information Systems Managers #11-3021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Computer and Information Systems Managers”

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Core Skills & Abilities

  • Control operational budget and expenditures.

  • Prepare and review operational reports or project progress reports.

  • Provide users with technical support for computer problems.

  • Review project plans to plan and coordinate project activity.

  • Meet with department heads, managers, supervisors, vendors, and others, to solicit cooperation and resolve problems.

  • Assign and review the work of systems analysts, programmers, and other computer-related workers.

  • Direct daily operations of department, analyzing workflow, establishing priorities, developing standards and setting deadlines.

  • Recruit, hire, train and supervise staff, or participate in staffing decisions.

  • Consult with users, management, vendors, and technicians to assess computing needs and system requirements.

  • Manage backup, security and user help systems.

  • Evaluate data processing proposals to assess project feasibility and requirements.

  • Develop computer information resources, providing for data security and control, strategic computing, and disaster recovery.

  • Evaluate the organization's technology use and needs and recommend improvements, such as hardware and software upgrades.

  • Develop and interpret organizational goals, policies, and procedures.

  • Review and approve all systems charts and programs prior to their implementation.

  • Purchase necessary equipment.

  • Stay abreast of advances in technology.

Technologies & Software

  • JavaScript
  • IBM iSeries Access
  • Motion (AI Scheduler)
  • Notion AI
  • Apple iMovie
  • Extensible hypertext markup language XHTML
  • Dartware InterMapper
  • StataCorp Stata
  • Oracle Java
  • Advanced business application programming ABAP
  • Microsoft SQL Server
  • Quest Erwin Data Modeler
  • Management information systems MIS
  • ChatGPT (OpenAI)
  • Adobe Flex
  • Blackboard software
  • Apple iWork Numbers
  • Apache Pig
  • Ruby on Rails
  • Microsoft Azure software
  • Amazon Web Services AWS software
  • Otter.ai
  • Firewall software
  • Oracle Fusion Applications
  • Software as a service SaaS
  • Local area network LAN software
  • Grok (xAI)
  • Fireflies.ai
  • TKSoftware RCM software
  • Oracle PeopleSoft
  • Operating system software
  • Oracle E-Business Suite Financials
  • UNIX
  • Progress OpenEdge Fathom Replication software
  • Microsoft Office software
  • Nagios
  • Microsoft SQL Server Reporting Services SSRS
  • Unified modeling language UML
  • Infor ERP Baan
  • SAP Business Objects
  • Customer information control system CICS
  • Mobile wireless network infrastructure software
  • Tableau
  • Claude (Anthropic)
  • Microsoft Exchange
  • Microsoft SharePoint Server
  • LAMP Stack
  • Microsoft Dynamics
  • Linux
  • PostgreSQL
  • Oracle Siebel Server Sync
  • Relational database management software
  • Puppet
  • Progress WebSpeed Workshop
  • Oracle E-Business Suite
  • Eclipse IDE
  • The MathWorks MATLAB
  • Netscape Navigator
  • SAP software
  • Microsoft Windows Server
  • Integrated development environment IDE software
  • C++
  • Microsoft Word
  • Hypertext markup language HTML
  • Oracle JD Edwards EnterpriseOne
  • Tax software
  • Samba
  • Perplexity AI
  • Human resource management software HRMS
  • Microsoft Visual Basic
  • Apache HTTP Server
  • Symantec Veritas File System
  • Nova (Amazon)
  • Gemini for Workspace
  • Microsoft Entourage
  • Corel WordPerfect Office Suite
  • PHP
  • Oracle WebLogic Server
  • Microsoft PowerPoint
  • Progress Sonic ESB
  • IBM Power Systems software
  • IBM WebSphere
  • Microsoft Internet Explorer
  • Citrix cloud computing software
  • Splunk Enterprise
  • Mac HelpMate
  • SolarWinds
  • Langlais Computer Consultants CalMan
  • Common business oriented language COBOL
  • Canu
  • Apache Maven
  • Drupal
  • Microsoft Visio
  • Adobe Distiller
  • Oracle Fusion Middleware
  • IBM InfoSphere DataStage
  • IBM Cognos Impromptu
  • Performance Solutions Technology ManagePro
  • Microservices Architecture
  • Extensible markup language XML
  • Oracle Hyperion
  • Veritas NetBackup
  • File transfer protocol FTP software
  • Borland Paradox
  • Symantec Veritas Volume Manager
  • Apple macOS
  • C#
  • Apple iWork Keynote
  • Pilgrim Quality Solutions SmartSolve
  • Perl
  • Microsoft Outlook
  • Google Analytics
  • Enterprise JavaBeans
  • K2 Business Process Automation
  • Blackbaud The Raiser's Edge
  • Microsoft Dynamics AX
  • McAfee
  • Kimi (Moonshot AI)
  • MySQL
  • VMware
  • DeepSeek
  • Microsoft FrontPage
  • Apple iWork Pages
  • Telnet programs software
  • Shell script
  • Objective C
  • Pegasus software
  • NoSQL
  • Microsoft .NET Framework
  • Python
  • Alpha Four
  • R
  • Microsoft Dynamics CRM
  • IBM Domino
  • Virtual private networking VPN software
  • Oracle PL/SQL
  • Qlik Tech QlikView
  • Progress OpenEdge ABL
  • Microsoft Visual Studio
  • C
  • Apache Cassandra
  • Microsoft Dynamics GP
  • Dynamic hypertext markup language DHTML
  • Oracle Primavera Systems
  • Spring Framework
  • Microsoft Copilot
  • NortonLifeLock cybersecurity software
  • Microsoft Access
  • Oracle iPlanet Web Server
  • KornShell
  • SAS
  • NetSuite ERP
  • Microsoft Project
  • IBM SPSS Statistics
  • Apache Solr
  • FileMaker Pro
  • Microsoft Excel
  • Oracle Eloqua
  • Apple Final Cut Pro
  • Napkin AI
  • Atlassian JIRA
  • Oracle Database
  • Cisco Systems WAN Manager
  • MongoDB
  • Microsoft Business Contact Manager
  • Hewlett Packard HP-UX
  • Microsoft Visual Basic Scripting Edition VBScript
  • Gemini (Google)
  • Teradata Database
  • ACT! Premium
  • Oracle Solaris
  • Qwen (Alibaba)
  • Apache Hadoop
  • Perforce Helix software
  • Microsoft Dynamics NAV
  • Microsoft SharePoint
  • Red Hat Enterprise Linux
  • Progress OpenEdge Application Server
  • Node.js
  • Help desk software
  • QUALCOMM Eudora
  • Billing software
  • Mistral (Mistral AI)
  • Oracle Business Intelligence Enterprise Edition
  • Backbone.js
  • Llama (Meta)
  • Embarcadero Delphi
  • Microsoft Active Server Pages ASP
  • Red Hat WildFly
  • Structured query language SQL
  • MicroStrategy
  • Apache Tomcat
  • Zephyr EXTRA! Terminal Emulation
  • SAP Crystal Reports
  • Microsoft Visual FoxPro
  • Laser facsimile machines
  • Punchdown tools
  • Inkjet printers
  • Workstations
  • Internet Information Services IIS Servers
  • Network routers
  • Access servers
  • Network switches
  • Minicomputers
  • Storage servers
  • Robot automation tool
  • Netware servers
  • Mid-range computers
  • Photocopiers
  • Teleconferencing equipment
  • Computer servers
  • Computer tool kits
  • Laser printers
  • Network interface cards NIC
  • Personal computers
  • File servers
  • Print servers
  • Web servers
  • Network analyzers
  • Industry standard architecture/peripheral component interconnect ISA/PCI cards
  • Mainframe computers
  • Screwdrivers

Alternative Job Titles