Nestorbot
82/ 1000100Very High Risk

software architect

Software architects create the technical design and the functional model of a software system, based on functional specifications. They also design the architecture of the system or different modules and components related to the business' or customer requirements, technical platform, computer language or development environment.

ISCO 2512Explore this role
58
Skill Vulnerability
Impact: Now
61
Task Automation
Impact: 1–3 years
76
AI Enhancement
Impact: 5+ years

How AI Will Change This Role

Expected Impact Timeline

Near-term (1-3 years)

AI tools can already take over many routine tasks in roles with this score. Early adopters gain a productivity edge.

Mid-term (3-7 years)

Significant task automation expected. Role will evolve — fewer positions, higher skill requirements.

Long-term (7-15 years)

Role substantially transformed. Remaining positions require AI management skills + deep domain expertise.

Tasks Most Likely to Be Automated

  • ⚠provide cost benefit analysis reports
  • ⚠collect customer feedback on applications
  • ⚠Salt (tools for software configuration management)
  • ⚠Apache Maven

Tasks That Will Remain Human

  • ✔build business relationships
  • ✔systems theory
  • ✔Agile project management
  • ✔computer programming

Skills to Develop for AI Resilience

computer programmingTypeScriptRuby (computer programming)Common LispApache Maven

Most Vulnerable Skills

provide cost benefit analysis reports85%
provide cost benefit analysis reportsPrepare, compile and communicate reports with broken down cost analysis on the proposal and budget plans of the company. Analyse the financial or social costs and benefits of a project or investment i...
collect customer feedback on applications82%
collect customer feedback on applicationsGather a response and analyse data from customers to identify requests or problems in order to improve applications and overall customer satisfaction.
Salt (tools for software configuration management)81%
Salt (tools for software configuration management)The tool Salt is a software program to perform configuration identification, control, status accounting and audit.
Apache Maven80%
Apache MavenThe tool Apache Maven is a software program to perform configuration identification, control, status accounting and audit of software during its development and maintenance.
ICT security legislation76%
ICT security legislationThe set of legislative rules that safeguards information technology, ICT networks and computer systems and legal consequences which result from their misuse. Regulated measures include firewalls, intr...

Exposure

Most Resilient Skills

build business relationships25%
build business relationshipsEstablish a positive, long-term relationship between organisations and interested third parties such as suppliers, distributors, shareholders and other stakeholders in order to inform them of the orga...
systems theory37%
systems theoryThe principles that can be applied to all types of systems at all hierarchical levels, which describe the system's internal organisation, its mechanisms of maintaining identity and stability and achie...
Agile project management38%
Agile project managementThe agile project management approach is a methodology for planning, managing and overseeing of ICT resources in order to meet specific goals and using project management ICT tools.
computer programming38%
computer programmingThe techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms (e.g. object oriented programming, functional programming) a...
security engineering38%
security engineeringInterdisciplinary field of study that focuses on the realisation of secure systems and the technology to protect individuals or information from malice, errors, or unauthorized access. It involves def...

Exposure

AI-Enhanced Skills

computer programming88%
computer programmingThe techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms (e.g. object oriented programming, functional programming) a...
TypeScript86%
TypeScriptThe techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in TypeScript.
Ruby (computer programming)85%
Ruby (computer programming)The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in Ruby.
Common Lisp85%
Common LispThe techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in Common Lisp.
Apache Maven85%
Apache MavenThe tool Apache Maven is a software program to perform configuration identification, control, status accounting and audit of software during its development and maintenance.

AI Boost

Safer Adjacent Roles

Similar roles in your field with lower AI disruption risk.

database designer-28 points lower risk
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software developer-17 points lower risk
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embedded system designer-3 points lower risk
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enterprise architect-1 points lower risk
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web developer-1 points lower risk
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Career Pivot Options

Alternative career directions with lower AI disruption risk. These roles require different skills but offer more resilience to automation.

telecommunications engineer-33 points lower risk
49
ICT security technician-30 points lower risk
52
digital media designer-25 points lower risk
57
knowledge engineer-18 points lower risk
64
mobile application developer-18 points lower risk
64

How will AI change your job?

This page shows the average for the occupation. The AI Career Shield test looks at your own tasks and skills; you see the result after creating a free account.

Check your AI risk

What You Should Do Next

1

Assess your current skills against AI-resilient competencies

2

Start building skills in areas AI cannot easily replicate

3

Consider adjacent roles with lower disruption risk

Take the Free Career Assessment

How AI Can Help You in This Role

AI disruption isn't all negative. Here's how AI can make this role more rewarding:

Productivity Boost

AI tools can automate repetitive tasks, freeing you to focus on higher-value strategic and creative work.

New Specialisations

As AI transforms this field, entirely new roles and career paths are emerging that combine domain expertise with AI fluency.

Higher Market Value

Professionals who can leverage AI effectively in this role command premium compensation and are in growing demand.

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