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AI Automation Index
Will AI Replace Computer Systems Engineers/Architects?
Analyze the automation vulnerability, task-level AI risk, salary, and demand projection for Computer Systems Engineers/Architects. Run the upskilling simulator.
AI Vulnerability
20%
risk score
Median Salary
$116,580 / year
Growth Demand
Very High
Constituent Task Mix
We parsed O*NET's 28 constituent tasks for this occupation and classified them by AI threat risk.
High Automation Risk (Routine Tasks) 0%
Medium Automation Risk (Cognitive/Technical) 39%
Low Automation Risk (Strategy/Leadership) 61%
How would you survive?
Automate your routine tasks and design your day around strategic advisory to future-proof this score.
Simulate Upskilling →constituent Tasks
Communicate with staff or clients to understand specific system requirements.
Semi-structured task combining routine and non-routine responsibilities.
Investigate system component suitability for specified purposes, and make recommendations regarding component use.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Provide customers or installation teams guidelines for implementing secure systems.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Direct the analysis, development, and operation of complete computer systems.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Direct the installation of operating systems, network or application software, or computer or network hardware.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Monitor system operation to detect potential problems.
Semi-structured cognitive task involving analysis, inspection, or monitoring.
Identify system data, hardware, or software components required to meet user needs.
Semi-structured task combining routine and non-routine responsibilities.
Perform ongoing hardware and software maintenance operations, including installing or upgrading hardware or software.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Verify stability, interoperability, portability, security, or scalability of system architecture.
Semi-structured task combining routine and non-routine responsibilities.
Research, test, or verify proper functioning of software patches and fixes.
Semi-structured task combining routine and non-routine responsibilities.
Configure servers to meet functional specifications.
Semi-structured task combining routine and non-routine responsibilities.
Collaborate with engineers or software developers to select appropriate design solutions or ensure the compatibility of system components.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Design and conduct hardware or software tests.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Evaluate existing systems to determine effectiveness, and suggest changes to meet organizational requirements.
Semi-structured cognitive task involving analysis, inspection, or monitoring.
Document design specifications, installation instructions, and other system-related information.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Perform security analyses of developed or packaged software components.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Provide technical guidance or support for the development or troubleshooting of systems.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Define and analyze objectives, scope, issues, or organizational impact of information systems.
Semi-structured cognitive task involving analysis, inspection, or monitoring.
Establish functional or system standards to address operational requirements, quality requirements, and design constraints.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Develop system engineering, software engineering, system integration, or distributed system architectures.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Provide advice on project costs, design concepts, or design changes.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Evaluate current or emerging technologies to consider factors such as cost, portability, compatibility, or usability.
Semi-structured cognitive task involving analysis, inspection, or monitoring.
Develop or approve project plans, schedules, or budgets.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Communicate project information through presentations, technical reports, or white papers.
Semi-structured task combining routine and non-routine responsibilities.
Train system users in system operation or maintenance.
Semi-structured task combining routine and non-routine responsibilities.
Complete models and simulations, using manual or automated tools, to analyze or predict system performance under different operating conditions.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Develop efficient and effective system controllers.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Develop application-specific software.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
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O*NET Data Source
This page dynamically extracts data structures sponsored by the U.S. Department of Labor. Our AI classification applies cognitive task automation risk models to individual tasks.
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