Software Developers, Applications
SOC: 15-1132.00 · Job Zone 4 (Considerable preparation)
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 41/100. Significant displacement is estimated between 2038 and 2046. Of 15 analyzed tasks, 5 are highly automatable, particularly in routine_cognitive. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Protective Factors
Total protective discount: 22.5%
Skill 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 (7)
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (5)
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.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
- Persuasion
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
- Instructing
Instructing 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.
- Writing
Writing 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.
Task Breakdown
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 | Category | AI Capability | Risk Score | Time % |
|---|---|---|---|---|
| Modify existing software to correct errors, allow it to adapt to new hardware, or to improve its performance. | Non-Routine Analytical | 80 | 59.0 | 20% |
| Analyze user needs and software requirements to determine feasibility of design within time and cost constraints. | Non-Routine Analytical | 60 | 51.0 | 12% |
| Confer with systems analysts, engineers, programmers and others to design system and to obtain information on project limitations and capabilities, performance requirements and interfaces. | Non-Routine Interpersonal | 30 | 27.0 | 10% |
| Store, retrieve, and manipulate data for analysis of system capabilities and requirements. | Routine Cognitive | 90 | 85.2 | 5% |
| Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcome and consequences of design. | Non-Routine Analytical | 65 | 53.0 | 15% |
| Develop and direct software system testing and validation procedures, programming, and documentation. | Non-Routine Analytical | 80 | 59.0 | 10% |
| Consult with customers about software system design and maintenance. | Non-Routine Interpersonal | 30 | 27.0 | 5% |
| Supervise the work of programmers, technologists and technicians and other engineering and scientific personnel. | Non-Routine Interpersonal | 20 | 23.0 | 5% |
| Determine system performance standards. | Non-Routine Analytical | 60 | 51.0 | 4% |
| Analyze information to determine, recommend, and plan computer specifications and layouts, and peripheral equipment modifications. | Non-Routine Analytical | 60 | 51.0 | 4% |
| Coordinate software system installation and monitor equipment functioning to ensure specifications are met. | Routine Cognitive | 90 | 85.2 | 2% |
| Obtain and evaluate information on factors such as reporting formats required, costs, and security needs to determine hardware configuration. | Routine Cognitive | 80 | 81.2 | 2% |
| Train users to use new or modified equipment. | Non-Routine Interpersonal | 40 | 31.0 | 2% |
| Specify power supply requirements and configuration. | Routine Cognitive | 85 | 83.2 | 2% |
| Recommend purchase of equipment to control dust, temperature, and humidity in area of system installation. | Routine Cognitive | 80 | 81.2 | 2% |
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