Human Resource Planning & Talent Management

Chapter 3
Job Analysis, Work Design and Competency Architecture

Diploma in Human Resource Management
Human Resource Planning & Talent Management   •   Diploma

Job Analysis, Work Design and Competency Architecture

Introduction and Context

Human resource planning begins with a clear understanding of work. Organisations cannot estimate staffing requirements, recruit effectively, design development programmes, or evaluate performance unless they understand what jobs involve and what capabilities are required. Job analysis provides the evidence base for this understanding. Work design then determines how tasks are structured, coordinated and performed. Competency architecture connects jobs to the knowledge, skills, abilities, behaviours and other attributes required for organisational performance.

These activities are increasingly important because work is no longer confined to fixed workplaces and standard employment arrangements. Traditional office-based jobs now coexist with remote, hybrid, compressed, flexible and project-based work. Digital technologies have changed how tasks are allocated, monitored and completed, while artificial intelligence is beginning to influence job content and required skills. Consequently, HR professionals must analyse not only tasks and responsibilities but also work contexts, technologies, relationships, outcomes and adaptability requirements.

This chapter explains how to conduct job analysis, produce job descriptions and person specifications, apply work-design principles, and construct competency models and skills taxonomies for contemporary work.

Learning Objectives

By the end of this chapter, you should be able to:

  1. Explain the purpose, scope and outputs of job analysis.
  2. Select appropriate job-analysis methods and evaluate their limitations.
  3. Prepare an accurate job description and person specification.
  4. Apply major work-design principles to traditional, remote, hybrid and flexible work.
  5. Distinguish competencies, skills, knowledge, abilities and behaviours.
  6. Develop a practical competency architecture and role profile.
  7. Identify ethical, legal and governance issues in job analysis and digital work design.
  8. Use job and competency information to support workforce planning and talent management.

1. Foundations of Job Analysis

Meaning of job analysis

Job analysis is a systematic process of collecting, verifying and documenting information about a job. It examines what work is performed, how it is performed, why it is performed, where it is performed, what resources are used, and what capabilities are required.

A job is a collection of related duties and responsibilities performed by one or more people. A position is a specific instance of a job held by one person. An occupation is a broader category of related jobs, such as accounting, nursing or software development. These distinctions matter: a job description normally describes a job, whereas an employee’s position may include temporary assignments or additional responsibilities.

Job analysis is not the same as performance appraisal. Job analysis describes the work and its requirements; performance appraisal evaluates how well an individual performs that work. It is also different from job evaluation, which compares the relative value of jobs for purposes such as grading or pay structures.

Purposes of job analysis

Job analysis supports:

  • workforce forecasting and staffing decisions;
  • recruitment and selection;
  • induction and probation planning;
  • training and career development;
  • performance management;
  • job evaluation and reward design;
  • occupational health and safety;
  • organisational redesign;
  • succession planning; and
  • compliance with employment and equality requirements.

For workforce planning, job analysis helps HR distinguish between the number of employees required and the capabilities required. A forecast may indicate that an organisation needs more customer-service staff, but job analysis identifies whether the future role requires face-to-face service, digital case management, data interpretation, conflict resolution or multilingual communication.

Levels of analysis

Job analysis may be conducted at several levels:

LevelMain questionTypical output
TaskWhat specific activity is performed?Task statement
DutyWhat group of related activities is performed?Duty area
JobWhat are the overall responsibilities?Job description
RoleWhat contribution is expected in a wider system?Role profile
OccupationWhat common work exists across organisations?Occupational standard
CapabilityWhat can the organisation or workforce do?Skills or competency framework

A task-oriented analysis is useful where work is routine and stable. A role-oriented analysis is more suitable for professional, project-based or rapidly changing work, where outcomes matter more than a fixed list of activities.

2. The Job-Analysis Process

A rigorous process normally includes the following stages.

Stage 1: Clarify the purpose and scope

The analyst should identify why the analysis is being conducted, which jobs are included, who will use the results, and how frequently the information will be reviewed. A job analysis undertaken for recruitment may require more detail about selection criteria than one undertaken for organisational restructuring.

The analyst should also define the unit of analysis. Analysing a broad job family may conceal important differences between positions. Conversely, analysing every individual position separately may be inefficient and create unnecessary inconsistency.

Stage 2: Examine existing information

Relevant sources include organisational charts, previous job descriptions, standard operating procedures, workflow maps, performance indicators, collective agreements, regulatory requirements and technology documentation. Existing material should be treated as evidence to be verified, not as unquestionable truth.

Stage 3: Select data-collection methods

Common methods include interviews, questionnaires, observation, work diaries, critical incidents, document analysis and workshops.

Interviews provide rich information and allow probing questions. They may be conducted with jobholders, supervisors, internal clients and subject-matter experts. Their weakness is that respondents may exaggerate important activities or omit routine work.

Questionnaires can collect standardised data from many employees. Structured instruments improve comparability, but poorly worded questions may produce superficial or unreliable responses.

Observation is useful for visible and manual work. It is less effective for confidential, cognitive, mobile or infrequent activities.

Work diaries and activity logs reveal how time is distributed and can capture interruptions, coordination work and variations across days. However, completion may burden employees and recorded activity may not equal actual contribution.

Critical-incident methods ask participants to describe events in which effective or ineffective behaviour made a significant difference. They are particularly valuable for identifying competencies such as judgement, communication and problem solving.

Workshops bring together managers, jobholders and stakeholders to create a shared view. A skilled facilitator is necessary to prevent hierarchy, groupthink or dominant personalities from distorting the result.

A mixed-method approach is usually more reliable than dependence on one source. For example, interviews can identify responsibilities, observation can verify processes, and questionnaires can test whether findings apply across several jobholders.

Stage 4: Analyse and validate data

The analyst should group information into duties, tasks, outputs, relationships, resources, working conditions and requirements. Draft findings should be reviewed by jobholders and supervisors. Validation asks whether the description is accurate, complete, current and distinguishable from neighbouring jobs.

Stage 5: Document and approve outputs

The final job description, person specification and role profile should identify the source date, owner, review date and approval authority. Documents should be version-controlled because jobs change over time.

Stage 6: Review periodically

A job should be reviewed after major changes in technology, structure, regulation, customer expectations or work location. A fixed annual review may be appropriate in stable environments, while rapidly changing digital roles may require more frequent review.

3. Job Descriptions and Person Specifications

The job description

A job description explains the job’s purpose, responsibilities and operating context. A professionally designed job description commonly includes:

  • job title and job family;
  • department and reporting relationships;
  • job purpose;
  • principal duties and responsibilities;
  • expected outputs or service outcomes;
  • decision-making authority;
  • internal and external relationships;
  • systems, equipment or resources used;
  • working conditions and location;
  • supervisory responsibilities;
  • performance indicators; and
  • review and approval information.

Responsibilities should be expressed as meaningful statements rather than a list of isolated activities. For example, “maintain customer records” is less informative than “maintain accurate customer records in accordance with data-protection procedures and service-level requirements.” The second statement identifies the activity, standard and context.

A job description should be sufficiently specific to provide clarity but sufficiently broad to remain useful when reasonable changes occur. Excessive detail can create rigidity and encourage employees to say, “That is not in my job description.” Excessive vagueness creates ambiguity and weakens recruitment and accountability.

The person specification

A person specification states the attributes required to perform the job. It commonly covers:

  • essential and desirable qualifications;
  • technical or professional knowledge;
  • practical skills;
  • experience;
  • cognitive abilities;
  • behavioural competencies;
  • physical or environmental requirements where genuinely relevant; and
  • legal, licensing or professional requirements.

Requirements should be classified as essential or desirable. An essential requirement is necessary for competent performance or lawful appointment. A desirable requirement may improve performance but should not exclude otherwise suitable candidates.

Criteria should be job-related, evidence-based and proportionate. Requiring a university degree for work that can be competently performed through vocational training may create unjustified barriers. Similarly, specifying a particular number of years of experience may be less valid than specifying the level and type of experience required.

Distinguishing duties from requirements

A duty describes what the jobholder does; a requirement describes what the jobholder needs. For example:

Job description statementPerson-specification requirement
Prepare monthly operational reportsAbility to analyse and present operational data
Resolve customer complaints through digital channelsWritten communication and conflict-resolution skills
Coordinate work across three time zonesPlanning, cultural awareness and digital collaboration capability

Writing standards

Good documents use plain, inclusive and observable language. They avoid unnecessary jargon, unexplained acronyms and gender-coded wording. Statements should describe outcomes or behaviours that can be assessed. “Excellent personality” is vague; “responds respectfully to dissatisfied customers and records agreed actions accurately” is more observable.

4. Work Design Principles

Work design concerns the content, structure, relationships and context of work. It addresses both organisational performance and the quality of employees’ working lives.

Classical and efficiency approaches

Scientific management emphasised task specialisation, standardisation and efficiency. These principles can be useful for repetitive work where consistency and safety are important. However, extreme specialisation may reduce autonomy, learning, motivation and resilience.

Job rotation, enlargement and enrichment

Job rotation moves employees between tasks or roles. It can broaden skills and reduce monotony, although it may initially reduce efficiency.

Job enlargement increases the range of tasks at a similar level of responsibility. It can improve variety but does not necessarily increase decision authority.

Job enrichment increases autonomy, responsibility, feedback and opportunities to use judgement. It is more likely than enlargement to improve intrinsic motivation.

The Job Characteristics Model

Hackman and Oldham’s Job Characteristics Model identifies five core job characteristics: skill variety, task identity, task significance, autonomy and feedback. These characteristics influence experienced meaningfulness, responsibility and knowledge of results, which may affect motivation, satisfaction and performance.

The model is useful as a diagnostic framework, not as a mechanical guarantee of motivation. Employees differ in preferences, and job characteristics interact with technology, leadership, workload and culture.

Sociotechnical design

Sociotechnical systems theory holds that effective work design must jointly optimise social and technical systems. A new software platform may improve processing speed but fail if roles, training, decision rights and communication routines are not redesigned. Work design should therefore consider people, processes, technology, information and governance together.

Flexibility and work location

Traditional work often assumes a shared location and common working hours. Remote and hybrid work require explicit design of outcomes, communication norms, access rights, equipment, security and inclusion.

Work arrangementImportant design considerations
Traditional on-sitePhysical workflow, supervision, safety and local coordination
RemoteDigital access, autonomy, communication, isolation and home-work boundaries
HybridPurpose of office attendance, coordination rules, equal access and scheduling
Flexible hoursCore availability, handovers, workload planning and service coverage
Compressed scheduleFatigue, legal limits, continuity and workload sustainability
Project-basedDeliverables, role boundaries, authority and transition between projects

Remote work should not be designed merely as office work transferred to video meetings. Managers need outcome-based performance expectations, asynchronous information sharing, deliberate social connection and fair access to opportunities. Hybrid arrangements can create proximity bias if employees who are physically present receive more information, visibility or development opportunities.

Workload and wellbeing

Work design must consider demands, resources and recovery. Excessive workload, unclear priorities, constant digital availability and fragmented attention can produce stress and errors. Effective design clarifies priorities, limits unnecessary meetings, provides adequate staffing and gives employees realistic control over how work is completed.

5. Competency Architecture

Core concepts

A competency is a measurable combination of knowledge, skills, abilities and behaviours that contributes to effective performance in a work context. Terminology varies across organisations, so definitions should be stated clearly.

  • Knowledge: information and understanding, such as employment law or accounting principles.
  • Skill: learned capacity to perform an activity, such as interviewing or spreadsheet analysis.
  • Ability: relatively enduring capacity to perform a type of activity, such as reasoning or spatial perception.
  • Behaviour: observable action, such as listening actively or escalating risk appropriately.
  • Competency: an integrated capability demonstrated in context.
  • Capability: the broader potential or capacity of an individual, team or organisation to perform now and in the future.

A competency architecture is the organised structure linking organisational strategy, job families, roles, competencies, proficiency levels and development pathways.

Types of competencies

A practical architecture may include:

  1. Core competencies required across the organisation, such as integrity, collaboration and customer focus.
  2. Leadership competencies required for managing people, resources and change.
  3. Functional competencies associated with a discipline, such as payroll processing or recruitment.
  4. Technical competencies involving tools, systems or specialist methods.
  5. Role-specific competencies needed for a particular position.
  6. Future competencies linked to anticipated strategic or technological change.

Competencies should not become an indiscriminate list of desirable qualities. Each competency should have a clear purpose, behavioural indicators and a defensible relationship to work outcomes.

Skills taxonomies

A skills taxonomy is a structured classification of skills. It may begin with broad domains, such as digital, commercial, interpersonal and operational skills, and then branch into more specific skills. Taxonomies support workforce planning by enabling organisations to compare current skills with future requirements.

A useful taxonomy should include:

  • a unique skill name and definition;
  • relationships to job families and roles;
  • proficiency levels;
  • evidence of application;
  • related learning resources; and
  • review ownership.

Skills taxonomies should be maintained as living systems. Digital tools may change faster than formal job titles, so a taxonomy based only on titles will become obsolete.

Proficiency levels

Proficiency levels should describe observable performance, not status labels alone. For example:

LevelGeneral descriptionExample: data analysis
1. FoundationPerforms defined tasks with guidanceEnters and checks data using established procedures
2. WorkingPerforms routine work independentlyProduces standard reports and explains basic patterns
3. AdvancedHandles complex work and advises othersSelects methods, interprets findings and identifies limitations
4. ExpertSets standards and solves novel problemsDesigns analytical approaches and guides organisational decisions

The same level should not imply identical expertise across all skills. Proficiency descriptions must remain specific to the competency and context.

6. Role Profiling and the Competency Matrix

A role profile integrates job purpose, outcomes, accountabilities, stakeholders, decision rights, competencies, skills, work context and development expectations. It is broader than a traditional job description and is particularly useful for professional, hybrid and project-based work.

A competency matrix maps roles against required competencies and proficiency levels. For example, a role may require stakeholder communication at level 3, data analysis at level 2 and people leadership at level 1. The matrix can then be compared with assessed employee capability to identify development priorities.

A simple gap description is qualitative: the required level is compared with the current demonstrated level. Organisations may also use a numerical gap for prioritisation:

Gap = Required proficiency − Current proficiency

Here, both proficiency values must use the same ordered scale, such as 1 to 4. The subtraction is a prioritisation aid, not a precise measurement of human potential. It assumes that the scale is sufficiently consistent for comparison and that higher numbers represent greater proficiency. A gap of zero indicates alignment; a positive gap indicates development need. Assessment uncertainty should be recorded rather than hidden.

Building a competency architecture

  1. Translate strategic priorities into capability requirements.
  2. Group related roles into job families.
  3. Identify common, functional and role-specific competencies.
  4. Define observable proficiency levels.
  5. Validate requirements with experienced practitioners and managers.
  6. Map learning, career and recruitment processes to the architecture.
  7. Assess current capability using multiple sources of evidence.
  8. Review the framework as work and strategy change.

7. Worked Application: Designing a Hybrid Customer-Experience Analyst Role

Background

The following is an illustrative case. Meridian Services, a fictional business-to-business support organisation, is introducing a hybrid customer-experience analyst role. Analysts will work partly from home, analyse service data, identify recurring customer problems and collaborate with operations teams.

Problem

The existing job description focuses on producing spreadsheets at the office. It does not clarify decision authority, digital collaboration, data protection or the analytical and communication capabilities needed in the redesigned role. Recruitment has therefore attracted candidates with administrative experience but insufficient analytical and stakeholder skills.

Analysis

The HR analyst conducts interviews with four jobholders and two supervisors, reviews customer-service procedures, observes a virtual performance meeting, and examines sample reports. The analysis identifies five major duty areas:

  • prepare and validate customer-experience data;
  • identify trends and recurring service failures;
  • produce clear reports for non-specialist managers;
  • coordinate improvement actions across teams; and
  • protect confidential customer information.

The work is hybrid, with scheduled collaboration sessions and independent analytical work. Outputs rather than constant physical presence are the appropriate basis for performance management.

Role profile solution

Purpose: Convert customer and service data into reliable insights that support service improvement.

Key outcomes: accurate reports, timely identification of recurring problems, evidence-based recommendations and effective follow-through on agreed actions.

Required competencies:

CompetencyRequired levelEvidence of performance
Data analysis3Interprets patterns and explains limitations
Written communication3Produces concise reports for varied audiences
Stakeholder collaboration2Coordinates actions and maintains reliable follow-up
Customer focus2Connects analysis to customer impact
Digital working2Uses collaboration and reporting systems securely
Integrity and confidentiality3Applies access and data-handling controls consistently

Work-design features: Analysts have autonomy over the sequence of routine analytical tasks, a defined weekly collaboration period, documented response times, access to secure systems and clear escalation routes for data-quality or privacy concerns.

Outcome

The revised profile improves recruitment validity because selection exercises can test report writing, data interpretation and virtual collaboration. It also supports onboarding, performance conversations and development planning. The organisation avoids requiring a specific degree where demonstrable analytical capability is sufficient.

Learning points

The case illustrates that effective analysis connects tasks, outcomes, work context and capabilities. It also demonstrates why remote and hybrid work require explicit coordination arrangements rather than informal assumptions.

8. Ethical, Legal and Governance Issues

Job analysis and competency systems influence who is recruited, promoted, developed and rewarded. Errors can therefore create significant fairness consequences.

Validity and relevance: Requirements should be demonstrably related to job performance. Selection criteria should not be based on tradition, managerial preference or stereotypes.

Equality and inclusion: Analysts should examine whether requirements indirectly exclude groups. Physical requirements should be included only where necessary and reasonable adjustments should be considered. Language should avoid assumptions about age, gender, culture, disability or family status.

Employee participation: Jobholders should have meaningful opportunities to describe their work and challenge inaccurate representations. Participation improves accuracy and trust, although confidentiality may be needed where organisational change is sensitive.

Data protection: Job analysis may involve employee records, productivity data, recordings or digital activity. Data should be collected for a legitimate purpose, limited to what is necessary, stored securely and retained appropriately. Employees should be informed about monitoring and its purpose.

Algorithmic governance: AI tools may help cluster skills, draft descriptions or identify patterns in work data, but they can reproduce historical bias and may infer sensitive information. Human review, explainability, data-quality checks and appeal mechanisms are essential. AI-generated job documents must be verified by people who understand the work.

Transparency: Employees should know how competency assessments are used and how they can correct inaccurate information. A competency framework should support development rather than become an opaque surveillance mechanism.

9. Challenges and Limitations

Job analysis is affected by several limitations:

  • jobs change faster than formal documentation;
  • jobholders may report idealised rather than actual work;
  • managers may overemphasise visible activities;
  • knowledge work is difficult to observe directly;
  • team contributions may be wrongly attributed to individuals;
  • remote work can make informal coordination invisible;
  • competency labels may be interpreted inconsistently;
  • proficiency ratings may reflect bias or confidence rather than capability; and
  • excessive standardisation can reduce flexibility and innovation.

These limitations do not make job analysis unnecessary. They require triangulation, validation, clear definitions, regular review and cautious interpretation. A sound system recognises that jobs include planned work, adaptive work and relational work.

10. Best-Practice Checklist

Before approving a job or role profile, HR professionals should ask:

  1. Is the purpose of the role clear?
  2. Are responsibilities expressed as meaningful outcomes and accountabilities?
  3. Have jobholders and relevant stakeholders contributed evidence?
  4. Are essential requirements genuinely necessary?
  5. Are competencies observable and assessable?
  6. Are proficiency levels defined consistently?
  7. Does the profile reflect technology, location and working-time arrangements?
  8. Are workload, wellbeing, safety and inclusion considered?
  9. Are data collection and monitoring lawful, proportionate and transparent?
  10. Is there an owner and review date?
  11. Can the document support recruitment, development and performance management without being used mechanically?
  12. Has the profile been tested against future as well as current requirements?

Chapter Summary

Job analysis is the systematic collection and validation of information about work. Its outputs commonly include job descriptions, person specifications, role profiles and competency requirements. A job description explains purpose, responsibilities, relationships and context, while a person specification identifies the knowledge, skills, abilities and other attributes required for effective performance.

Work design determines how tasks, authority, relationships, technology and working arrangements are organised. Job rotation, enlargement, enrichment, the Job Characteristics Model and sociotechnical design provide useful perspectives, but contemporary design must also address remote and hybrid coordination, digital access, workload and inclusion.

Competency architecture links strategy to job families, roles, competencies, skills and proficiency levels. Skills taxonomies support workforce planning and development, while competency matrices help identify capability gaps. These systems must be evidence-based, observable, regularly reviewed and governed ethically. Technology and AI may assist analysis, but professional judgement, employee participation, transparency and human oversight remain essential.

Key Terms

Job analysis: Systematic process of collecting and documenting information about work.

Job: A collection of related duties and responsibilities.

Position: A specific instance of a job held by one person.

Job description: Document describing a job’s purpose, duties, relationships and context.

Person specification: Statement of the attributes required to perform a job.

Job evaluation: Process of determining the relative value of jobs.

Work design: Structuring tasks, responsibilities, relationships, technology and work conditions.

Job rotation: Movement between tasks or jobs to broaden experience.

Job enlargement: Increasing the range of tasks at a similar responsibility level.

Job enrichment: Increasing autonomy, responsibility, feedback and challenge.

Sociotechnical design: Joint consideration of social and technical aspects of work.

Competency: Integrated knowledge, skills, abilities and behaviours demonstrated in context.

Skill: Learned capacity to perform an activity.

Capability: Capacity of an individual, team or organisation to perform now and in the future.

Skills taxonomy: Structured classification of related skills.

Proficiency level: Defined degree of capability in a competency or skill.

Role profile: Integrated description of purpose, outcomes, accountabilities, context and capabilities.

Competency matrix: Mapping of roles against required competencies and proficiency levels.

Hybrid work: Work combining remote and on-site working.

Proximity bias: Preferential treatment of people who are physically more visible or present.

Review Questions

Short Answer Questions

  1. What is job analysis, and why is it important for workforce planning?
  2. Distinguish between a job description and a person specification.
  3. Explain one advantage and one limitation of using observation in job analysis.
  4. What is the difference between job enlargement and job enrichment?
  5. Define a skills taxonomy.

Long Answer Questions

  1. Describe the stages of a systematic job-analysis process and explain why validation is necessary.
  2. Explain how the Job Characteristics Model can inform work design, including its limitations.
  3. Discuss how job descriptions and person specifications should be adapted for hybrid work.
  4. Explain the components of a competency architecture and its value for talent management.
  5. Evaluate the ethical and governance risks associated with using digital work data and AI in job analysis.

Analytical / Application Questions

  1. A company wants to recruit a remote payroll specialist but has copied an old office-based job description. Identify the information that should be reanalysed and propose suitable job-analysis methods.
  2. A competency matrix shows that a team’s required proficiency in data analysis is level 3 while the assessed current level is level 1. Interpret this gap and recommend a development response, including limitations of the numerical comparison.
  3. Design the principal elements of a role profile for a hybrid customer-service supervisor. Justify the outcomes, competencies, work-design arrangements and ethical safeguards you would include.

Multiple Choice Questions with Answers

Question 1

Which statement best describes job analysis?

A. A process for ranking employees by performance

B. A systematic process for collecting and documenting information about work

C. A method for calculating annual salary increases

D. A process for measuring employee satisfaction

Correct Answer: B. A systematic process for collecting and documenting information about work

Question 2

Which document states the attributes required to perform a job?

A. Job evaluation report

B. Organisation chart

C. Person specification

D. Work diary

Correct Answer: C. Person specification

Question 3

Which method is especially useful for identifying behaviours associated with effective or ineffective performance?

A. Critical-incident method

B. Payroll audit

C. Office seating plan

D. Salary survey

Correct Answer: A. Critical-incident method

Question 4

What distinguishes job enrichment from job enlargement?

A. Enrichment adds autonomy and responsibility, while enlargement adds task variety

B. Enrichment reduces task variety, while enlargement removes responsibility

C. Enrichment applies only to remote work, while enlargement applies only on-site

D. Enrichment concerns pay, while enlargement concerns recruitment

Correct Answer: A. Enrichment adds autonomy and responsibility, while enlargement adds task variety

Question 5

Which principle is central to sociotechnical work design?

A. Technology should always replace human judgement

B. Social and technical systems should be considered jointly

C. All work should be divided into identical tasks

D. Employees should be monitored continuously

Correct Answer: B. Social and technical systems should be considered jointly

Question 6

Which of the following is a functional competency?

A. Payroll processing

B. Office attendance

C. Employee age

D. Job title length

Correct Answer: A. Payroll processing

Question 7

If required proficiency is 4 and current proficiency is 2 on the same scale, what is the stated gap?

A. 1

B. 2

C. 4

D. 8

Correct Answer: B. 2

Question 8

Which is a major risk in hybrid work design?

A. Proximity bias against employees who work remotely

B. Automatic elimination of all communication problems

C. Guaranteed equal access to development

D. Removal of the need for performance expectations

Correct Answer: A. Proximity bias against employees who work remotely

Question 9

Why should essential person-specification requirements be evidence-based?

A. To make job documents longer

B. To ensure requirements are related to effective and fair job performance

C. To prevent all internal recruitment

D. To avoid validating job information

Correct Answer: B. To ensure requirements are related to effective and fair job performance

Question 10

What is the most appropriate approach to AI-generated job-analysis content?

A. Accept it without review because algorithms are neutral

B. Use it only for monitoring employee activity

C. Verify it through human review, evidence and bias checks

D. Use it to replace employee participation

Correct Answer: C. Verify it through human review, evidence and bias checks

Human Resource Planning & Talent Management
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