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Automation Risk Analysis

Will “Data Engineering Director” be Automated?

Historical Context: Oxford Study (2013)

Ranked #78 of 702. Estimated risk: 1.7%

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AI Exposure Risk

38%

“Data Engineering Director” will probably not 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 38% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

35%

“Data Engineering 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 35% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Architectural and Engineering 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 architecture and engineering or research and development in these fields.

Avg. Annual Salary $175,710
Avg. Hourly Wage $84.48
Available Jobs (US) 210,340
Job Title & Hierarchy Code (SOC) Architectural and Engineering Managers #11-9041
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Architectural and Engineering Managers”

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Core Skills & Abilities

  • Consult or negotiate with clients to prepare project specifications.

  • Evaluate the environmental impacts of engineering, architecture, or research and development activities.

  • Plan, direct, or coordinate survey work with other project activities.

  • Present and explain proposals, reports, or findings to clients.

  • Manage the coordination and overall integration of technical activities in architecture or engineering projects.

  • Direct recruitment, placement, and evaluation of architecture or engineering project staff.

  • Assess project feasibility by analyzing technology, resource needs, or market demand.

  • Develop or implement programs to improve sustainability or reduce the environmental impacts of engineering or architecture activities or operations.

  • Establish scientific or technical goals within broad outlines provided by top management.

  • Confer with management, production, or marketing staff to discuss project specifications or procedures.

  • Review, recommend, or approve contracts or cost estimates.

  • Develop or implement policies, standards, or procedures for engineering and technical work.

  • Perform administrative functions, such as reviewing or writing reports, approving expenditures, enforcing rules, or purchasing of materials or services.

  • Plan or direct the installation, testing, operation, maintenance, or repair of facilities or equipment.

  • Prepare budgets, bids, or contracts.

  • Identify environmental threats or opportunities associated with the development and launch of new technologies.

  • Solicit project support by conferring with officials or providing information to the public.

  • Direct, review, or approve project design changes.

  • Evaluate environmental regulations or social pressures related to environmental issues to inform strategic or operational decision-making.

Technologies & Software

  • Amazon Web Services AWS software
  • C++
  • Workflow software
  • Django
  • ESRI ArcView
  • LSA Visual Easy Lean
  • Napkin AI
  • Backbone.js
  • Dassault Systemes SolidWorks
  • Linux
  • C
  • Cisco IOS
  • Go
  • Scala
  • Microsoft Visio
  • Hewlett Packard LoadRunner
  • Microsoft Word
  • Microsoft Excel
  • Delcam PowerMILL
  • Apache Kafka
  • HEC-RAS
  • Virtual private networking VPN software
  • Ruby
  • Microsoft Dynamics
  • R
  • Microsoft Project
  • Fireflies.ai
  • Computer aided design and drafting software CADD
  • MySQL
  • Claude (Anthropic)
  • Splunk Enterprise
  • Autodesk AutoCAD
  • Adobe LifeCycle ES
  • Apache Hadoop
  • Microsoft Copilot
  • PostgreSQL
  • HEC-1
  • Microsoft Exchange
  • Microsoft Visual Basic
  • Microsoft PowerPoint
  • NoSQL
  • React
  • Agile Product Lifecyle Management PLM
  • MicroStrategy
  • Citrix cloud computing software
  • Wireshark
  • Extensible markup language XML
  • The MathWorks MATLAB
  • Qlik Tech QlikView
  • Spreadsheet software
  • Git
  • ESRI ArcGIS software
  • National Instruments LabVIEW
  • Ruby on Rails
  • Geographic information system GIS software
  • Apache Groovy
  • Water surface pressure gradient WSPG software
  • Geometric CAMWorks
  • Python
  • The Gordian Group PROGEN Online
  • Bash
  • Autodesk VIZ
  • Shell script
  • Atlassian JIRA
  • Perl
  • Microsoft SQL Server
  • ChatGPT (OpenAI)
  • Atlassian Confluence
  • Microsoft Azure software
  • Perforce Helix software
  • Amazon Redshift
  • Apache Solr
  • Apache Hive
  • JavaScript
  • Sage 50 Accounting
  • Chef
  • Otter.ai
  • Microsoft Dynamics NAV
  • Customer information control system CICS
  • Minitab
  • Elasticsearch
  • Apple macOS
  • Microsoft Office software
  • Web browser software
  • Puppet
  • Notion AI
  • SAP software
  • Node.js
  • Computer aided manufacturing CAM software
  • Oracle Java
  • Motion (AI Scheduler)
  • Amazon Elastic Compute Cloud EC2
  • Aptean Made2Manage
  • Hewlett-Packard HP SolidDesigner
  • Autodesk Revit
  • Swift
  • PHP
  • PTC Creo Parametric
  • Kronos Workforce Timekeeper
  • Inventory management software
  • MongoDB
  • JavaScript Object Notation JSON
  • Dassault Systemes CATIA
  • Verilog
  • Maintenance scheduling software
  • Drawing and drafting software
  • Relational database management software
  • UNIX
  • Microsoft Access
  • IBM SPSS Statistics
  • Apache Cassandra
  • IBM Notes
  • Realization Streamliner
  • Teradata Database
  • Autodesk AutoCAD Civil 3D
  • Oracle Solaris
  • Docker
  • Apache Pig
  • Gemini for Workspace
  • Scheduling software
  • Perplexity AI
  • Nagios
  • Microsoft Outlook
  • Bentley MicroStation
  • Open Mind hyperMILL
  • C#
  • Apache Maven
  • Ansible software
  • Adobe Acrobat Pro Extended
  • Supervisory control and data acquisition SCADA software
  • RTA Fleet Management
  • Structured query language SQL
  • Objective C
  • GitHub
  • Oracle JD Edwards EnterpriseOne
  • Amazon DynamoDB
  • Oracle Primavera Enterprise Project Portfolio Management
  • Trimble SketchUp Pro
  • LAMP Stack
  • Word processing software
  • Ubuntu
  • Scanners
  • Desktop computers
  • Personal computers
  • Notebook computers
  • Drawing tablets
  • Tablet computers
  • Personal digital assistants PDA