Software Developers, Applications
Develop, create, and modify general computer applications software or specialized utility programs. Analyze user needs and develop software solutions. Design software or customize software for client use with the aim of optimizing operational efficiency. May analyze and design databases within an application area, working individually or coordinating database development as part of a team. May supervise computer programmers.
AI Impact Summary
Software Developers, Applications faces moderate AI displacement risk with a score of 36/100. This occupation has higher AI displacement risk than 67% of all analyzed occupations. Of 15 analyzed tasks, 4 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Programming is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Software Developers, Applications skill gaps, ranked by relevance to your displacement risk profile.
Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.
Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
IBM AI Engineering Professional Certificate
by IBM
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Systems Thinking In Practice
by The Open University
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Inspired Leadership Through Emotional Intelligence
by Case Western Reserve University
Estimated Impact
We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.
Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
15 tasks analyzed
Modify existing software to correct errors, allow it to adapt to new hardware, or to improve its performance.
Analyze user needs and software requirements to determine feasibility of design within time and cost constraints.
Confer with systems analysts, engineers, programmers and others to design system and to obtain information on project limitations and capabilities, performance requirements and interfaces.
Store, retrieve, and manipulate data for analysis of system capabilities and requirements.
Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcome and consequences of design.
Develop and direct software system testing and validation procedures, programming, and documentation.
Consult with customers about software system design and maintenance.
Supervise the work of programmers, technologists and technicians and other engineering and scientific personnel.
Determine system performance standards.
Analyze information to determine, recommend, and plan computer specifications and layouts, and peripheral equipment modifications.
Coordinate software system installation and monitor equipment functioning to ensure specifications are met.
Obtain and evaluate information on factors such as reporting formats required, costs, and security needs to determine hardware configuration.
Train users to use new or modified equipment.
Specify power supply requirements and configuration.
Recommend purchase of equipment to control dust, temperature, and humidity in area of system installation.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Modify existing software to correct errors, allow it to adapt to new hardware, or to improve its performance. | 60.15Observed | 51.1% | 20% | |
| Analyze user needs and software requirements to determine feasibility of design within time and cost constraints. | 41.85Observed | 43.7% | 15% | |
| Confer with systems analysts, engineers, programmers and others to design system and to obtain information on project limitations and capabilities, performance requirements and interfaces. | 60.42Observed | 39.2% | 10% | |
| Store, retrieve, and manipulate data for analysis of system capabilities and requirements. | 41.77Observed | 65.9% | 5% | |
| Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcome and consequences of design. | 67.22Observed | 53.9% | 13% | |
| Develop and direct software system testing and validation procedures, programming, and documentation. | 56.7Observed | 49.7% | 10% | |
| Consult with customers about software system design and maintenance. | 63.1Observed | 40.2% | 5% | |
| Supervise the work of programmers, technologists and technicians and other engineering and scientific personnel. | 10Estimated | 19.0% | 5% | |
| Determine system performance standards. | 55Estimated | 49.0% | 3% | |
| Analyze information to determine, recommend, and plan computer specifications and layouts, and peripheral equipment modifications. | 50.4Observed | 47.2% | 3% | |
| Coordinate software system installation and monitor equipment functioning to ensure specifications are met. | 85Estimated | 83.2% | 3% | |
| Obtain and evaluate information on factors such as reporting formats required, costs, and security needs to determine hardware configuration. | 56.95Observed | 72.0% | 2% | |
| Train users to use new or modified equipment. | 45Estimated | 33.0% | 2% | |
| Specify power supply requirements and configuration. | 64.65Observed | 75.1% | 2% | |
| Recommend purchase of equipment to control dust, temperature, and humidity in area of system installation. | 87Estimated | 84.0% | 2% |
Protective Factors
Total protective discount: 28.2%
Essential Soft Skills
Traits that are hard for AI to replicate
Explore other career paths
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Alternate Career Paths
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Software Developers, Applications professionals should diversify beyond them.
- Programming
High reliance on Programming is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Systems Analysis
Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 3 scoring runs
overall change