So the Bridge Crew may have made an error, we don’t know yet.  Do we know if the software on the Costa Concordia wasn’t at fault and can you build a career around doing software quality control?

If you are detailed oriented, then read on, if not, you can go ahead and read the material, it is interesting (after all what would I say, it’s boring?).  What do you need to know to get a Software Quality Engineer Certification? (Reference: http://prdweb.asq.org/certification/control/software-quality-engineer/bok)

 

  1. General Knowledge (16 questions)
    1. Quality principles
      1. Benefits of software quality
        Describe the benefits that software quality engineering can have at the organizational level. (Understand)
      2. Organizational and process benchmarking
        Use benchmarking at the organizational, process, and project levels to identify and implement best practices. (Apply)
    2. Ethical and Legal Compliance
      1. ASQ Code of Ethics
        Determine appropriate behavior in situations requiring ethical decisions, including identifying conflicts of interest, recognizing and resolving ethical issues, etc. (Evaluate)
      2. Legal and regulatory issues
        Define and describe the impact that issues such as copyright, intellectual property rights, product liability, data privacy, the Sarbanes-Oxley Act, etc., can have on software development. (Understand)
    3. Standards and models
      Define and describe the following standards and assessment models: ISO 9000 standards, IEEE software standards, and the SEI Capability Maturity Model Integrated (CMMI). (Understand)
    4. Leadership skills
      1. Organizational leadership
        Use leadership tools and techniques, such as organizational change management, knowledge-transfer, motivation, mentoring and coaching, recognition, etc. (Apply)
      2. Facilitation skills
        Use various approaches to manage and resolve conflict. Use negotiation techniques and identify possible outcomes. Use meeting management tools to maximize performance. (Apply)
      3. Communication skills
        Use various communication elements (e.g., interviewing and listening skills) in oral, written, and presentation formats. Use various techniques for working in multi-cultural environments, and identify and describe the impact that culture and communications can have on quality. (Apply)
    5. Team Skills
      1. Team management
        Use various team management skills, including assigning roles and responsibilities, identifying the classic stages of team development (forming, storming, norming, performing, adjourning), monitoring and responding to group dynamics, and working with diverse groups and in distributed work environments. (Apply))
      2. Team tools
        Use decision-making and creativity tools, such as brainstorming, nominal group technique (NGT), multi-voting, etc. (Apply)
  2. Software Quality Management (26 questions)
    1. Quality Management System
      1. Quality goals and objectives
        Design quality goals and objectives for programs, projects, and products that are consistent with business objectives. Develop and use documents and processes necessary to support software quality management systems. (Create)
      2. Customers and other stakeholders
        Describe and distinguish between various stakeholder groups, and analyze the effect their requirements can have on software projects and products. (Analyze)
      3. Planning
        Design program plans that will support software quality goals and objectives. (Evaluate)
      4. Outsourcing
        Determine the impact that acquisitions, multi-supplier partnerships, outsourced services, and other external drivers can have on organizational goals and objectives, and design appropriate criteria for evaluating suppliers and subcontractors. (Analyze)
    2. Methodologies
      1. Cost of quality (COQ)
        Analyze COQ categories (prevention, appraisal, internal failure, external failure) and their impact on products and processes. (Evaluate)
      2. Process improvement models
        Define and describe elements of lean tools and the six sigma methodology, and use the plan-do-check-act (PDCA) model for process improvement. (Apply)
      3. Corrective action procedures
        Evaluate corrective action procedures related to software defects, process nonconformances, and other quality system deficiencies. (Evaluate)
      4. Defect prevention
        Design and use defect prevention processes such as technical reviews, software tools and technology, special training, etc. (Evaluate)
    3. Audits
      1. Audit types
        Define and distinguish between various audit types, including process, compliance, supplier, system, etc. (Understand)
      2. Audit roles and responsibilities
        Identify roles and responsibilities for audit participants: client, lead auditor, audit team members and auditee. (Understand)
      3. Audit process
        Define and describe the steps in conducting an audit, developing and delivering an audit report, and determining appropriate follow-up activities. (Apply)
  3. Systems and Software Engineering Processes (27 questions)
    1. Lifecycles and process models
      Evaluate various software development lifecycles (iterative, waterfall, etc.) and process models (V-model, Feature Driven Development, Test Driven Development, etc.) and identify their benefits and when they should be used. (Evaluate)
    2. Systems architecture
      Identify and describe various architectures, including embedded systems, client-server, n-tier, web, wireless, messaging, collaboration platforms, etc., and analyze their impact on quality. (Analyze)
    3. Requirements engineering
      1. Requirements types
        Define and describe various types of requirements, including feature, function, system, quality, security, safety, regulatory, etc. (Understand)
      2. Requirements elicitation
        Describe and use various elicitation methods, including customer needs analysis, use cases, human factors studies, usability prototypes, joint application development (JAD), storyboards, etc. (Apply)
      3. Requirements analysis
        Identify and use tools such as data flow diagrams (DFDs), entity relationship diagrams (ERDs), etc., to analyze requirements. (Apply)
    4. Requirements management
      1. Participants
        Identify various participants who have a role in requirements planning, including customers, developers, testers, the quality function, management, etc. (Understand)
      2. Requirements evaluation
        Assess the completeness, consistency, correctness and testability of requirements, and determine their priority. (Evaluate)
      3. Requirements change management
        Assess the impact that changes to requirements will have on software development processes for all types of lifecycle models. (Evaluate)
      4. Bidirectional traceability
        Use various tools and techniques to ensure bidirectional traceability from requirements elicitation and analysis through design and testing. (Apply)
    5. Software analysis, design, and development
      1. Design methods
        Identify the steps used in software design and their functions, and define and distinguish between software design methods such as object-oriented analysis and design (OOAD), structured analysis and design (SAD), and patterns. (Understand)
      2. Quality attributes and design
        Analyze the impact that quality-related elements (safety, security, reliability, usability, reusability, maintainability, etc.) can have on software design. (Analyze)
      3. Software reuse
        Define and distinguish between software reuse, reengineering, and reverse engineering, and describe the impact these practices can have on software quality. (Understand)
      4. Software development tools
        Select the appropriate development tools to use for modeling, code analysis, etc., and analyze the impact they can have on requirements management and documentation. (Analyze)
      5. Software development methods
        Define and describe principles such as pair programming, extreme programming, cleanroom, formal methods, etc., and their impact on software quality. (Understand)
    6. Maintenance management
      1. Maintenance types
        Describe the characteristics of corrective, adaptive, perfective, and preventive maintenance types. (Understand)
      2. Maintenance strategy
        Describe various factors affecting the strategy for software maintenance, including service-level agreements (SLAs), short- and long-term costs, maintenance releases, product discontinuance, etc., and their impact on software quality. (Understand)
  4. Project Management (24 questions)
    1. Planning, scheduling, and deployment
      1. Project planning
        Use forecasts, resources, schedules, task and cost estimates, etc., to develop project plans. (Apply)
      2. Project scheduling
        Use PERT charts, critical path method (CPM), work breakdown structure (WBS), Scrum, burn-down charts, and other tools to schedule and monitor projects. (Apply)
      3. Project deployment
        Use various tools, including milestones, objectives achieved, task duration, etc., to set goals and deploy the project. (Apply)
    2. Tracking and controlling
      1. Phase transition control
        Use phase transition control tools and techniques such as entry/exit criteria, quality gates, Gantt charts, integrated master schedules, etc. (Apply)
      2. Tracking methods
        Calculate project-related costs, including earned value, deliverables, productivity, etc., and track the results against project baselines. (Apply)
      3. Project reviews
        Use various types of project reviews such as phase-end, management, and retrospectives or post-project reviews to assess project performance and status, to review issues and risks, and to discover and capture lessons learned from the project. (Apply)
      4. Program reviews
        Define and describe various methods for reviewing and assessing programs in terms of their performance, technical accomplishments, resource utilization, etc. (Understand)
    3. Risk management
      1. Risk management methods
        Use risk management techniques (assess, prevent, mitigate, transfer) to evaluate project risks. (Evaluate)
      2. Software security risks
        Evaluate risks specific to software security, including deliberate attacks (hacking, sabotage, etc.), inherent defects that allow unauthorized access to data, and other security breaches, and determine appropriate responses to minimize their impact. (Evaluate)
      3. Safety and hazard analysis
        Evaluate safety risks and hazards related to software development and implementation and determine appropriate steps to minimize their impact. (Evaluate)
  5. Software Metrics and Analysis (24 questions)
    1. Metrics and measurement theory
      1. Terminology
        Define and describe metrics and measurement terms including reliability, internal and external validity, explicit and derived measures, etc. (Understand)
      2. Basic measurement theory and statistics
        Define the central limit theorem, and describe and use mean, median, mode, standard deviation, variance, and range. Apply appropriate measurement scales (nominal, ordinal, ratio, interval) in various situations. (Apply)
      3. Psychology of metrics
        Describe how metrics and measuring affect the people whose work is being measured and how people affect the ways in which metrics are used and data are gathered. (Understand)
    2. Process and product measurement
      1. Software metrics
        Use metrics to assess various software attributes such as size, complexity, number of defects, the amount of test coverage needed, requirements volatility, and overall system performance. (Apply)
      2. Process metrics
        Measure the effectiveness and efficiency of software using functional verification tests (FVT), cost, yield, customer impact, defect detection, defect containment, total defect containment effectiveness (TDCE), defect removal efficiency (DRE), process capability and efficiency, etc. (Apply)
      3. Metrics reporting tools
        Use various metric representation tools, including dashboards, stoplight charts, etc., to report results efficiently. (Apply)
    3. Analytical techniques
      1. Sampling
        Define and distinguish between sampling methods (e.g., random, stratified, cluster) as used in auditing, testing, product acceptance, etc. (Understand)
      2. Data collection and integrity
        Describe the importance of data integrity from planning through collection and analysis, and apply various techniques to ensure its quality, accuracy, completeness, and timeliness. (Apply)
      3. Quality analysis tools
        Describe and use classic quality tools (flowcharts, Pareto charts, cause and effect diagrams, control charts, histograms, etc.) and problem-solving tools (affinity and tree diagrams, matrix and activity network diagrams, root cause analysis, etc.) in a variety of situations. (Apply)
  6. Software Verification and Validation (V&V) (27 questions)
    1. Theory
      1. V&V methods
        Select and use V&V methods, including static analysis, structural analysis, mathematical proof, simulation, etc., and analyze which tasks should be iterated as a result of modifications. (Analyze)
      2. Software product evaluation
        Use various evaluation methods on documentation, source code, test results, etc., to determine whether user needs and project objectives have been satisfied. (Analyze)
    2. Test planning and design
      1. Test strategies
        Select and analyze test strategies (test-driven design, good-enough, risk-based, time-box, top-down, bottom-up, black-box, white-box, simulation, automation, etc.) for various situations. (Analyze)
      2. Test plans
        Develop and evaluate test plans and procedures, including system, acceptance, validation, etc., to determine whether project objectives are being met. (Create)
      3. Test designs
        Select and evaluate various test designs, including fault insertion, fault-error handling, equivalence class partitioning, boundary value, etc. (Evaluate)
      4. Software tests
        Identify and use various tests, including unit, functional, performance, integration, regression, usability, acceptance, certification, environmental load, stress, worst-case, perfective, exploratory, system, etc. (Apply)
      5. Tests of supplier components and products
        Determine appropriate levels of testing for integrating third-party components and products. (Apply)
      6. Test coverage specifications
        Evaluate the adequacy of specifications such as functions, states, data and time domains, interfaces, security, and configurations that include internationalization and platform variances. (Evaluate)
      7. Code coverage techniques
        Identify and use techniques such as branch-to-branch, condition, domain, McCabe's cyclomatic complexity, boundary, etc. (Apply)
      8. Test environments
        Select and use simulations, test libraries, drivers, stubs, harnesses, etc., and identify parameters to establish a controlled test environment in various situations. (Analyze)
      9. Test tools
        Identify and use utilities, diagnostics, and test management tools. (Apply)
    3. Reviews and inspections
      Identify and use desk-checks, peer reviews, walk-throughs, Fagan and Gilb inspections, etc. (Apply)
    4. Test execution documentation
      Review and evaluate documents such as defect reporting and tracking records, test completion metrics, trouble reports, input/output specifications, etc. (Evaluate)
    5. Customer deliverables
      Assess the completeness of customer deliverables, including packaged and hosted or downloadable products, license keys and user documentation, marketing and training materials, etc. (Evaluate)
  7. Software Configuration Management (16 questions)
    1. Configuration infrastructure
      1. Configuration management team
        Describe the roles and responsibilities of a configuration management group. (Understand)
        [NOTE: The roles and responsibilities of the configuration control board (CCB) are covered in area VII.C.2.]
      2. Configuration management tools
        Describe these tools as they are used for managing libraries, build systems, defect tracking systems, etc. (Understand)
      3. Library processes
        Describe dynamic, static, and controlled processes used in library systems and related procedures, such as check-in/check-out, merge changes, etc. (Understand)
    2. Configuration identification
      1. Configuration items
        Describe configuration items (documentation, software code, equipment, etc.), identification methods (naming conventions, versioning schemes, etc.), and when baselines are created and used. (Understand)
      2. Software builds
        Describe the relationship between software builds and configuration management functions, and describe methods for controlling builds (automation, new versions, etc.). (Understand)
    3. Configuration control and status accounting
      1. Item, baseline, and version control
        Describe processes for documentation control, tracking item changes, version control, etc., that are used to manage various configurations, and describe processes used to manage configuration item dependencies in software builds and versioning. (Understand)
      2. Configuration control board (CCB)
        Describe the roles and responsibilities of the CCB and its members and the procedures they use. (Understand)
        [NOTE: The roles and responsibilities of the configuration management team are covered in area VII.A.1.]
      3. Concurrent development
        Describe the use of configuration management control principles in concurrent development processes. (Understand)
      4. Status accounting
        Discuss various processes for establishing, maintaining, and reporting the status of configuration items. (Understand)
    4. Configuration audits
      Define and distinguish between functional and physical configuration audits and how they are used in relation to product specifications. (Understand)
    5. Product release and distribution
      1. Product release
        Review product release processes (planning, scheduling, defining hardware and software dependencies, etc.) and assess their effectiveness. (Evaluate)
      2. Archival processes
        Review the source and release archival processes (backup planning and scheduling, data retrieval, archival of build environments, retention of historical records, offsite storage, etc.) and assess their effectiveness. (Evaluate)