2023 Software Testing Survey: Career Shifts, Skill Gaps, and Future Trends

1. Work Status

The survey shows that 93.7% of testers are currently employed, 14.5% are considering a job change, and 4.6% are actively job‑searching. Compared with 2022, fewer testers plan to switch jobs (down 12%) and more are staying put (up 6%). Overall satisfaction averages 6.4 out of 10.

Career change plans: 30.2% intend to switch roles within 1‑2 years, with interests in project management (31.5%), product management (25.7%), technical management (21.8%), business ownership (20.7%), operations (8.4%), and sales (4.1%).

2. Tester Background

Location

Respondents are still concentrated in first‑ and second‑tier cities; second‑tier representation rose to 41.5%, nearly matching first‑tier (47.9%). Third‑tier cities grew from 6.2% to 9.7%.

Company Size

44.9% work for companies with fewer than 500 employees, with other size distributions remaining stable year over year.

Industry

The majority are in technology and internet sectors; 2024 is expected to see influxes from automotive, finance, and manufacturing.

Experience

Newcomers (<3 years) decreased by 6.4% versus 2022.

Testers with >10 years experience increased noticeably.

Those with 8‑10 years of service are the smallest group, indicating a higher transition rate around the 8‑year mark.

Gender

Men account for about 71% of respondents; female participation is gradually rising.

Age

Testers aged 31‑35 make up 32.7% of the sample. The “35+” age group grew by 3%, suggesting improved retention.

Education

Bachelor’s degree holders remain around 70%.

Master’s degree share increased by 4.6%.

Doctorate holders stay at ~1%.

Associate degree share fell by 6.7% to 9.2%.

Salary

Average monthly salaries showed little change from 2022, with a projected slight decline in 2024.

3. Technical Capability Analysis

Role Distribution

More than 20% of respondents hold testing management positions, indicating strong community engagement.

QA roles dropped nearly 10%, while automation/ performance testing and test‑development roles rose 3‑4%.

Reasons for Change

Cost‑reduction pressures leading to staff cuts.

Increased reliance on automation to ensure delivery.

Clearer automation output metrics driving team transformation.

Test Types

Functional and API testing remain dominant; integration, system, and online testing are gaining attention.

AI/LLM Adoption

About 40% of testers have applied AI/LLM tools in their work; roughly 60% believe AI can add real value to testing.

4. Personal Growth and Skill Priorities

Over 50% consider communication, coding/automation, and AI/ML skills as the most employable advantages in 2023. AI is expected to become a core competency in 2024.

Learning directions for 2024 focus on language skills, automation testing, and performance platforms. 13.5% of testers feel uncertain about their plans.

5. Test Team Analysis

Team Size

Teams of 6‑15 members dominate (77.3% of teams ≤30 people). Larger teams (>50) have shrunk to roughly a quarter of their 2020 size.

Test‑Development Ratio

~20% of companies have a test‑dev ratio below 1:3.

About 50% fall between 1:3 and 1:5.

Over 70% are between 1:3 and 1:10.

Only 5.7% have ratios beyond 1:15.

Automation Acceptance

7.4% of respondents see concrete benefits from automation; overall automation adoption remains modest.

AI/LLM Outlook

51% think AI/large models have not yet delivered strong results in 2023, while over 40% are already experimenting with them.

6. Test Process Standards

Project Delivery Cadence

27.2% of projects release a version every two weeks; weekly or bi‑monthly releases each account for about 15%.

Testing Participation

Requirement review, test planning, and test review remain core activities. 30% of testers added static code scanning in 2023; 5% still lack any formal testing process.

Quality Issues

More than 60% cite missed testing (leakage) as the primary cause of quality problems, often driven by frequent requirement changes, insufficient analysis, or missing test cases.

7. Test Efficiency Improvement

Progress Blockers

Frequent requirement changes, compressed schedules, and insufficient testing resources are the top impediments. Management should incorporate requirement quality into overall quality metrics.

Automation Coverage

Less than 30% of teams have automated >50% of their tests, indicating significant room for growth.

Efficiency Levers

API automation is the most widely used efficiency booster, followed by UI automation (≈40.6% coverage). UI automation costs remain high, but AI‑driven approaches are emerging.

Shift Left/Right

Automation tops the list for shift‑left/shift‑right initiatives, followed by requirement analysis, CI/CD/DevOps, and increasingly, gray‑box/A‑B testing.

8. Future Trend Predictions

In 2024, over 60% of testers are optimistic about AI, while also favoring renewable energy, chips, big data, algorithms, and smart hardware. Interest in medical and smart mobility sectors exceeds 20%; blockchain and online education continue to cool.

Community comments reflect mixed sentiments about job security, the need to embrace AI, and the desire for stable career growth.