Does AI replace software development jobs?

JR does not claim wholesale replacement. Published Index tiers for mapped roles in this cluster: 0 high / 4 moderate / 0 low (of 4 researched roles listed here). Task mix matters more than title — use the free assessment.

Where should I go next on Job Resiliens?

Open the role research for your title, get a personal AI Exposure Score, then use Academy topics and career pivots linked from this page.

AI skills by profession · Software development

AI skills for software developers

Code generation assists more of the typing. System design, reliability judgment, and tool integration skills rise in value.

Direct answer: Learn to direct coding agents safely, strengthen design/review judgment, and deepen tool/function-calling literacy — mapped to JR’s software-developer research and free Academy catalog (not a generic “learn Python” list).

Check My AI Career Risk What AI skills should I learn?

What to learn in software development

Reviewing AI-generated code for correctness and security
System design and reliability judgment agents do not own
Function calling, RAG, and agent tooling literacy where your stack needs it

Human-advantage patterns (from role taxonomy)

Drawn from JR’s published responsibility / human-advantage tags for the researched roles below — not a soft-skill buzzword list.

Domain expertise
Creativity
Judgment
Accountability

Common responsibility families in this cluster: Execution, Creation, Analysis, Planning.

Researched roles in this profession cluster

Each link is an individually researched occupation page (88-occupation Index). Published tiers for this cluster: 0 high · 4 moderate · 0 low.

Software DeveloperIndividually researched · Index tier: moderate Web DeveloperIndividually researched · Index tier: moderate SdetIndividually researched · Index tier: moderate Devops EngineerIndividually researched · Index tier: moderate

Family map: Technology · Related cohort.

Free Academy topics mapped to these roles

Titles come from JR’s occupation→Academy learning map (same catalog as /ai/academy/). Open via /upskill/ after your score.

Prompt Engineering Techniques (Chain-of-Thought, ReAct)
Function Calling & Tool Integration
Retrieval-Augmented Generation (RAG) Architecture
Git Core Concepts & Branching
Python Basics & Syntax
How AI Shows Up at Work Today

Career moves worth knowing

Knowledge graph next steps

Personalise this for your actual tasks

Profession pages summarise cluster patterns. Your score uses your responsibilities — then connects to Academy, pivots, and proof.

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