AT-post 9e092e41-f117-47de-87f5-3de98a62a825
What skills will future QA engineers need?
• AI and ML Literacy: Understanding fundamentals of machine learning algorithms, natural language processing and model validation to collaborate on AI-driven testing tools and validate their outputs.
• Automation Framework Expertise: Proficiency in script-based and codeless automation platforms (e.g., Selenium, Cypress, Test.ai) and experience integrating tests into CI/CD pipelines.
• DevOps and Shift-Left Testing: Ability to work within DevOps toolchains (Jenkins, GitLab CI) and embed testing earlier in the development lifecycle to catch defects sooner.
• Security and Privacy Testing: Familiarity with OWASP Top 10, penetration testing techniques and data masking strategies to safeguard sensitive information during automated and manual test cycles.
• Data Analysis and Metrics: Skill in analyzing test coverage, defect trends and performance metrics using BI tools (e.g., Tableau, Power BI) to drive continuous improvement.
• Collaboration and Communication: Strong cross-functional teamwork abilities, clear reporting of test results and alignment with product managers, developers and operations for faster feedback loops.
• Adaptability and Continuous Learning: Willingness to adopt new tools, frameworks and methodologies quickly, supported by participation in online courses, hackathons and QA communities.
