Tuesday, March 25, 2025

SQE/SDET/QA Career Levels & Responsibilities & Skills


Career Levels & Responsibilities

Level

Experience

Responsibilities

Leadership Role

Technical Depth

Key Focus

Junior Engineer (SDET I / QA I)

0-2 years

Executes test cases, writes basic automation scripts, learns tools & frameworks

None

Low

Basic manual & automation testing, bug reporting

Mid-Level Engineer (SDET II / QA II)

2-5 years

Develops test automation, contributes to CI/CD, analyzes test failures

Limited (mentors juniors)

Medium

Test automation, API testing, CI/CD

Senior Engineer (Senior SDET / QA III)

5-8 years

Designs test strategies, improves test coverage, optimizes frameworks

Medium (mentors team members)

High

Test architecture, performance testing, AI-driven testing

Lead Engineer (Lead SDET / QA Lead)

8-12 years

Leads QA team, defines test strategies, works with developers & product teams

High (manages teams)

High

Test planning, risk assessment, automation frameworks

Staff Engineer (Staff SDET / QA Architect)

12-15 years

Defines test architecture, works across multiple teams, ensures scalability

Very High (advises org-wide testing)

Very High

Enterprise-wide testing strategies, CI/CD, performance testing

Principal Engineer (Principal SDET / Distinguished QA Engineer)

15+ years

Drives innovation, develops company-wide frameworks, sets QA vision

Very High (shapes company strategy)

Expert-Level

Defines QA standards, AI/ML in testing, large-scale automation

Expert Engineer (Distinguished Engineer / Fellow)

18+ years

Industry-recognized leader, patents, research publications, new testing paradigms

Very High (mentors staff/principal engineers)

Expert-Level

Researching emerging technologies, AI/ML-driven testing, industry talks

Consultant (QA Consultant / External Advisor)

10+ years (varies)

Works externally or internally advising companies on best testing practices

Varies (client/project-based leadership)

High-Expert

Large-scale QA transformation, compliance audits, advising teams


Skills Comparison

Skills

Junior

Mid

Senior

Lead

Staff

Principal

Expert

Consultant

Test Automation

Medium

High

Very High

High

High

Medium

Low

Medium

Programming (Python, Java, C#)

Medium

High

Very High

High

High

Medium

Low

Low

CI/CD, DevOps, Cloud

Low

Medium

High

High

Very High

Expert

Expert

Medium

System Design & Architecture

Low

Medium

Medium

High

Very High

Expert

Expert

Expert

AI & ML in Testing

Low

Low

Medium

High

High

Very High

Expert

High

Mentoring & Leadership

None

Limited

Medium

High

Very High

Expert

Expert

High

Strategy & Decision Making

Low

Medium

Medium

High

Very High

Expert

Expert

Expert


Thursday, March 20, 2025

ISTQB CTAL-TTA Technical Test Analyst Keys

(1) The Technical Test Analyst's Tasks in Risk-Based Testing

Risk-Based Testing: Risk Identification - Risk Assessment - Risk Mitigation - Project and Product risks

(2) White-Box Test Techniques

Techniques: Statement testing - Decision testing - Branch testing - Modified Condition/Decision Testing (MC/DC) - Multiple condition testing - API testing 

Selecting White-Box Techniques:  Test non-safety critical systems - Test Safety Critical systems

(3) Static and Dynamic Analysis

Static Analysis: Control Flow Analysis - Cyclomatic complexity - Data Flow Analysis - Improving Maintainability of code

Dynamic Analysis: - Detecting Memory Leaks - Detecting Wild Pointers - Analysis for Performance effeciency

(4) Quality Characteristics for Technical Testing 

Product quality characteristics: Functional suitability - Reliability - Usability - Performance - Maintainability - Portability - Security - Compatibility

Quality characteristic testing: Lifecycle timing - Required tools - Required standards - Software and documentation availability - Technical expertise

General Planning Issues: Stakeholder requirements - Test Environment requirements - Required tool acquisition and training - Organizational considerations - Data security considerations

Security Testing: Reasons for Considering Security Testing - Security Test Planning - Security Test Specification - Confidentiality - Integrity - Non-repudiation - Accountability - Authenticity

Reliability Testing: Reliability Test Planning - Reliability Test Specification - Testing for Maturity - Testing for Availability - Testing for Fault Tolerance - Testing for Recoverability

Performance Testing: Performance Test Planning  - Performance Test Specification - Testing for Time Behavior - Testing for Resource Utilization - Testing for Capacity - Aspects of Performance Testing - Load Testing - Stress Testing - Scalability Testing - Operational Profiles

Maintainability Testing: Static and Dynamic Maintainability Testing - Analyzability - Modifiability - Testability - Modularity - Reusability

Portability Testing: Installability Testing - Adaptability Testing - Replaceability Testing

Compatibility Testing: Coexistence Testing 

(5) Reviews

Technical Test Analyst Tasks in Reviews - Checklists in Reviews - Architectural Reviews - Code Reviews

(6) Test Tools and Automation

Defining the Test Automation Project: Technical Test Analyst Tasks in Test Automation  - Selecting the Automation Approach  - Automating through the GUI, API and CLI - Applying a Data-driven Approach - Applying a Keyword-driven Approach - Handling Software Failures - Considering System State - Modeling Business Processes for Automation  

Specific Test Tools: Fault Seeding Tools - Fault Injection Tools - Performance Testing Tools - Tools for Testing Websites - Tools to Support Model-Based Testing - Component Testing and Build Tools - Tools to Support Mobile Application Testing - Simulators - Emulators