Software engineer Software Engineer
A global AI analysis is below; pick a country for local salary, licensing and migration data.
Software engineer positions overall will not be eliminated by AI, but entry-level coding and testing roles will be significantly reduced; developers proficient in AI tools will see greatly increased output and competitiveness, creating a two-tier divide.
More exposed than about 61% of occupations (percentile; higher = more exposed to AI)
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Replaces some coding tasks of software engineers, such as auto-generating repetitive code, function templates, and unit tests, but requires manual review and debugging.
- Writing boilerplate code and standard CRUD interfaces
- Writing basic unit tests and regression tests
- Simple bug identification and fixing (e.g., null pointers, type errors).
- Code formatting and documentation comment generation
- Generate simple function implementations from natural language descriptions
- Using AI assistants like Copilot to improve coding speed and quality
- Utilise AI for code review, security vulnerability scanning and suggestions.
- Rapid Prototyping and Architecture Generation with AI
- Automating test generation and coverage analysis with AI
- Quickly locate issues using AI-assisted debugging and log analysis
- Complex system architecture design and technology selection
- Cross-team communication, requirements analysis, and business understanding
- Innovative algorithm development and optimization
- Ability to handle ambiguous, unstructured problems
- Ethical decision-making, safety compliance responsibility
- AI/ML basics and model fine-tuning skills
- Prompt Engineering and AI tool integration
- Cloud-native architecture (Kubernetes, Serverless)
- System design and architectural patterns
- Data analysis and experimental design
- Cross-functional collaboration and product thinking
Entry-level roles such as basic coding, unit testing, and simple bug fixing are replaced by AI, reducing demand for junior engineers; but the entry threshold for understanding business, system design, and complex debugging has not lowered—instead, a stronger foundation is needed.
Transitioning from pure coder to 'AI + full-stack' engineer: Deeply mastering AI toolchains, integrating AI into development pipelines; while strengthening system design, domain knowledge, and soft skills to become an 'AI-enhanced architect' who can define problems and design solutions
Local data by country
Ratings · Overall 6.9/10
Salary
| Experience | Annual (AUD) | |
|---|---|---|
| 薪资中位数 | $131,924 ~ $131,924 | 全职周中位收入×52 年化（来源：ABS EEH May 2025，ANZSCO 4位） |
| Graduate / junior engineer (0–2 years) | $72,000 ~ $88,000 | Graduate starting salary; typically higher than average in Sydney/Melbourne |
| Mid-level engineer (2–5 years) | $95,000 ~ $125,000 | SEEK range $105k–$125k; Indeed average $109,692 (2026) |
| Senior Engineer (5–10 years) | $130,000 ~ $170,000 | Indeed Senior average $152,409; Sydney/Melbourne top tier approximately $190k |
| Principal/Lead Engineer (10+ years) | $170,000 ~ $250,000 | Top-tier salaries at leading companies such as Atlassian, Canva, and WiseTech |
| Contract (Daily Rate) | $120,000 ~ $220,000 | Contract daily rate $600~$1,200 (annualised approx. $120k~$240k) |
| 平均薪资 | $106,600 ~ $106,600 | 全体雇员周均总现金×52 年化（来源：ABS EEH May 2025，ANZSCO 大类） |
Education Path
| Stage | Duration | Cost (AUD) |
|---|---|---|
| Bachelor of Computer Science / Software Engineering (3–4 years) | 3–4 years (full-time) | $25,000~$160,000 |
| Coding bootcamp / self-taught pathway (optional alternative) | 3–12 months | $2,000~$20,000 |
| Skills assessment (ACS – Australian Computer Society) | 2–6 months | $500~$1,500 |
Qualifications
| Qualification | Issuer | |
|---|---|---|
| Bachelor of Computer Science / Software Engineering | Recognised university | Optional |
| ACS (Australian Computer Society) skills assessment | Australian Computer Society | Optional |
| AWS/Azure/GCP Cloud Certification | Amazon/Microsoft/Google | Optional |
| TOGAF / Software Architecture Certifications | The Open Group | Optional |
Migration (to Australia)
| Visa | Details |
|---|---|
| 482 Skills in Demand | Employer-sponsored; IT is a core shortage category with fast processing times |
| 186 ENS | Employer-sponsored permanent residency |
| 189 SkillSelect Independent | No employer required — invitation-based, ACS assessment + EOI |
| 190 Skilled Nominated | State nomination; ACT/NSW/VIC technology migration pathway · ~95 pts competitive cut-off (2025–26, indicative) |
| 491 Skilled Work Regional | Remote area IT role, +15 points · ~90 pts competitive cut-off (2025–26, indicative) |
Who it fits
- Existing software development experience (2+ years), seeking to migrate to Australia through a skilled visa
- English proficiency of IELTS 6.0+ / PTE 50+ (required for both ACS assessment and the working environment)
- Strong programming foundations in mainstream languages such as Python/Java/TypeScript/Go
- Experience with cloud platforms (AWS/Azure/GCP) or AI/ML development (significant salary premium)
- Targeting Sydney/Melbourne tech companies or remote work (high flexibility)
- Very limited English proficiency, unable to function in an English-speaking work environment
- Only entry-level coding experience (no real project experience)
- Inability to adapt to a culture of continuous learning and rapid technological iteration
Career outlook
AI-assisted coding (GitHub Copilot/Cursor) is reshaping entry-level development roles, but demand for system design, code review, and cross-functional collaboration continues to grow. The salary gap between major Australian tech companies (Atlassian, Canva, WiseTech) and Silicon Valley is narrowing.
JSA projects approximately 25% employment growth for software engineers by 2035. While AI-assisted development tools are boosting productivity, they are also increasing demand for senior engineers specialising in system architecture, AI integration and security.
Growth areas：
AI/ML Application DevelopmentCloud-Native & MicroservicesCybersecurity SoftwareFintech & Digital BankingDefence & Government Digital Transformation
FAQ
Data sources
Salary ranges are estimates aggregated from public listings on Seek, Indeed, Glassdoor and ERI SalaryExpert; employment and demand forecasts cite Jobs and Skills Australia (JSA) and the Australian Bureau of Statistics (ABS); visa and migration details follow the latest occupation lists from the Department of Home Affairs and the relevant assessing authorities. Figures are indicative only — always refer to the latest official sources.
Ratings · Overall 7.8/10
Salary
| Experience | Annual (NZD) | |
|---|---|---|
| 薪资中位数 | $92,768 ~ $92,768 | 周中位收入×52 年化（来源：Stats NZ 2025，ANZSCO 1位大类） |
| Entry level (0–3 years) | $65,000 ~ $85,000 | Slightly higher in Auckland/Wellington |
| Mid-level (3–7 years) | $90,000 ~ $130,000 | Including specialisations such as full-stack, DevOps, etc. |
| Senior (7+ years) | $130,000 ~ $180,000 | Architect or director level can reach $200,000+ |
| 平均薪资 | $99,840 ~ $99,840 | 周均值×52 年化（来源：Stats NZ 2025，ANZSCO 1位大类） |
Education Path
| Stage | Duration | Cost (NZD) |
|---|---|---|
| Bachelor's degree | 3-4 years | $30,000~$45,000 |
| Master's degree | 1.5-2 years | $40,000~$60,000 |
Qualifications
| Qualification | Issuer | |
|---|---|---|
| Bachelor's degree (Computer Science) | University | Required |
| IELTS 6.5 | IELTS | Required |
| ITPNZ accreditation | IT Professionals New Zealand | Optional |
Migration (to New Zealand)
| Visa | Details |
|---|---|
| Green List T1 Straight to Residence Visa | Meets the Green List Straight to Residence pathway with no work experience requirement; must have certified employer sponsorship |
| SMC Skilled Migrant Category | 6-point system: bachelor 3 points + 3 years work 3 points, can apply |
| AEWV Accredited Employer Work Visa | Accredited employer work visa, with potential to transition to residence |
Who it fits
- Recent graduates or graduates with a bachelor's degree or higher in computer-related fields
- Technical personnel with over 3 years of development experience and strong English communication skills
- Skilled migration applicants seeking fast-track New Zealand permanent residency
- People unwilling to continuously learn new technologies or frameworks
- Those unable to adapt to remote collaboration or flexible hours
Career outlook
From junior development, can advance to senior engineer, architect, or technical manager, or pivot to DevOps, AI/ML specialist, or become an independent consultant. Large companies have clear dual tracks in technology or management.
New Zealand's IT industry continues to grow, especially in cloud services, AI, and data science, with highest demand in Wellington and Auckland. Digital economy investment and remote work trends ensure long-term employment prospects, with over 5,000 new jobs expected in 2025.
Growth areas：
Green List Tier 1Skilled Migrant CategoryCloud ComputingAgile Development
FAQ
Data sources
Salary estimates on this page are compiled from publicly available ranges on Seek NZ, Trade Me Jobs, Glassdoor, PayScale, etc. Employment and demand forecasts reference Stats NZ and MBIE. Immigration information is based on Immigration New Zealand's Green List and latest skilled migration (SMC / AEWV) rules. Data is for reference only. Always refer to official sources for the most current information.
Ratings · Overall 7.3/10
Salary
| Experience | Annual (CAD) | |
|---|---|---|
| 薪资中位数 | $117,499 ~ $117,499 | 全国全职年薪中位数（来源：加拿大 Job Bank，2021普查） |
| Entry level (0–3 years) | $70,000 ~ $95,000 | Entry |
| Mid-level (3–8 years) | $100,000 ~ $130,000 | Experienced |
| Senior / Architect | $150,000 ~ $200,000 | Senior, higher with stocks |
| 平均薪资 | $126,880 ~ $126,880 | 全国全职年薪均值（来源：加拿大 Job Bank，2021普查） |
Education Path
| Stage | Duration | Cost (CAD) |
|---|---|---|
| Bachelor's degree in computer-related field | 4 years | $30,000~$100,000 |
| ECA credential assessment (WES etc.) | A few weeks to several months | $200~$500 |
Qualifications
| Qualification | Issuer | |
|---|---|---|
| Relevant qualification + ECA assessment | WES / IQAS etc. | Optional |
| English IELTS/CELPIP or French TEF | Recognized test center | Optional |
Migration (to Canada)
| Visa | Details |
|---|---|
| EE Express Entry (STEM) | Federal Express Entry, including STEM occupations category draws |
| PNP Provincial Nominee (Tech) | BC PNP Tech / Ontario OINP Tech Stream |
| GTS Global Talent Stream | Employer-sponsored fast-track work visa |
Who it fits
- Developers looking to immigrate to Canada through tech
- Those with cloud/AI/system design experience
- Those who meet English or French requirements
- Those unwilling to continuously learn new technologies
- For those targeting non-technical roles
Career outlook
Path: Developer → Senior → Architect / Tech Lead; cloud, AI, and system design experience significantly boost salary and immigration competitiveness.
Canada's tech and STEM category Express Entry draws drive strong demand for software engineers, with senior and architect roles offering attractive salaries.
Growth areas：
Express Entry STEMTech PNP (BC/ON)Cloud & AIRemote Work
FAQ
Data sources
Salary estimates on this page are compiled from publicly available ranges on Job Bank, Indeed, Glassdoor, ERI SalaryExpert, etc. Employment and demand forecasts reference Statistics Canada and ESDC/Job Bank. Immigration information is based on IRCC's Express Entry and latest Provincial Nominee Program (PNP) rules. Data is for reference only. Always refer to official sources for the most current information.
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