2023 Software Quality Assurance Survey Reveals Tester Career Trends, AI Adoption, and Team Dynamics

1. Tester Work Status

93.7% of respondents are currently employed as testers; 14.5% are considering a job change, and 4.6% are actively looking for new opportunities. Compared with 2022, fewer testers plan to switch jobs (down 12%) while those staying put increased by nearly 6%.

Average job satisfaction scored 6.4 out of 10, indicating a generally "basically satisfied" sentiment.

Only 0.2% plan to change industry within the next 1‑2 years.

2. Tester Background

Geographic distribution shows a rise in testers from second‑ and third‑tier cities, now accounting for about 41.5% of respondents, nearly matching first‑tier cities (down from 53.7% to 47.9%).

Company size: 44.9% work in firms with fewer than 500 employees; the distribution is similar to 2022, indicating stable demand across company scales.

Industry: Most respondents are from the tech/internet sector, with expectations that automotive, finance, and manufacturing will attract more testers in 2024.

Work experience: New testers (<3 years) decreased by 6.4% year‑over‑year, while those with over 10 years of experience grew, suggesting improved retention of senior talent.

Age distribution shows a slight increase in testers over 35 years old (+3%), reflecting longer career spans.

Education: 70% hold a bachelor’s degree, with master’s holders rising by 4.6% and PhDs remaining around 1%.

3. Technical Ability Analysis

Test managers represent over 20% of respondents, highlighting continued interest in community leadership.

QA roles declined by ~10%, while automation, performance testing, and test development roles grew 3‑4% compared with 2022.

Testing types: Functional and API testing remain dominant, with growing emphasis on integration, system, and online testing.

AI/LLM usage: Only about 40% have applied AI/LLM tools in their work, but 60% believe AI can add value to testing, and over 40% plan to experiment further.

4. Personal Growth and Career Paths

Top skill upgrades identified by respondents: communication, coding/automation, and AI/ML knowledge.

Career transition intentions: 24.6% consider moving to other fields; 31.5% aim for project management; 25.7% target product management; 21.8% aspire to technical management; 20.7% look toward business ownership; 8.4% consider operations; 4.1% eye sales.

Learning channels: Community, forums, and blogs remain primary, though corporate training dropped 25% year‑over‑year, and structured courses fell to a six‑year low.

5. Team Analysis

Team size: 6‑15 members remain the most common; teams under 30 people account for 77.3% of all respondents.

Test‑development ratio: Nearly 70% of companies have a ratio between 1:3 and 1:10; only 5.7% have ratios above 1:15, indicating growing emphasis on test development.

Project delivery cycles: 27.2% release every two weeks, 15% weekly or bi‑monthly; however, ~40% still lack a fixed release schedule, posing quality risks.

Process participation: Requirement review, test planning, and test review remain core; 30% have introduced static code scanning into their test flow.

6. Efficiency and Automation

Only <30% of teams have achieved 50% automation coverage, showing ample room for improvement.

API automation is the most widely used efficiency method, followed by UI automation (≈40.6%).

Key blockers to progress include frequent requirement changes, compressed schedules, and insufficient testing resources.

7. Future Trend Predictions

More than 60% of testers view AI as the most promising area for 2024, alongside emerging interest in new energy, chips, big data, algorithms, and intelligent hardware.

Over 20% anticipate growth in medical and smart mobility sectors, while blockchain and online education continue to cool.

Community sentiment reflects concerns about market volatility, the need to upskill, and optimism that AI will reshape testing practices.