AI Prompting Guide for HR and Recruitment

AI in Service of Human Resources

HR and recruitment professionals face growing volumes of repetitive tasks: writing job descriptions, screening resumes, preparing interviews, creating onboarding documents. Artificial intelligence, when well guided by precise prompts, can transform these processes and free up time for high-value missions: human relationships and strategy.

This guide presents the best prompting techniques adapted to HR professions, with concrete examples for each stage of the employee lifecycle.

Writing Optimized Job Descriptions

Creating Attractive and Inclusive Job Posts

Writing job descriptions is one of the most immediate prompting use cases in HR. A good prompt must include specific elements to achieve professional results.

• The position: title, experience level, contract type
• The company: industry, size, culture, values
• Skills: technical (required vs preferred) and behavioral
• Tone: formal, casual, inclusive
• Constraints: inclusive writing, legal mentions, length

Prompt example: Write a job description for a Senior Product Manager position at an 80-person fintech startup in Paris. Permanent contract, 3-5 years minimum experience. Tone should be dynamic and inclusive. Include: engaging hook, main responsibilities (5-7), desired profile (technical and soft skills), benefits (hybrid remote, stock options, continuous learning), and recruitment process. Avoid excessive jargon and unrealistic skill lists.

Adapting Posts for Different Platforms

Each recruitment platform has its own conventions. Ask the AI to adapt your job post for LinkedIn (more narrative and engaging), Indeed (structured with keywords), and similar platforms (creative and culture-focused).

Sourcing and Pre-screening

Creating Personalized Outreach Messages

Sourcing on LinkedIn or via email requires personalized messages that stand out. Use prompting to generate varied approaches.

Example: Write 3 LinkedIn outreach message variants for a Senior Data Engineer position. The candidate currently works at [competitor company] and has 7 years of experience. Variant 1: direct approach focused on the technical project. Variant 2: relational approach mentioning a common interest. Variant 3: value approach highlighting the role's impact. Each message should be under 300 characters and include an open-ended question.

Pre-screening Grids

Use prompting to create objective pre-screening grids based on required job competencies, with measurable criteria and a scoring system.

Interview Preparation and Execution

Generating Relevant Interview Questions

Prompting enables structured and fair interview preparation.

Example: Generate 10 interview questions for a Digital Project Manager position (confirmed level, 5+ years). Include: 3 behavioral questions (STAR method), 3 technical questions on agile project management, 2 situational questions, and 2 culture and values questions. For each question, indicate what is being evaluated and provide an example of a good answer.

Evaluation Scorecards

Create structured evaluation grids to standardize post-interview feedback and reduce bias.

Onboarding and Integration

Personalized Integration Plans

Generate detailed onboarding plans adapted to each role profile.

Example: Create a 90-day onboarding plan for a new Marketing Manager at a 150-person B2B SaaS company. Structure in 3 phases: Week 1 (discovery), Weeks 2-4 (immersion), Months 2-3 (progressive autonomy). For each phase, list objectives, people to meet, training, expected deliverables, and checkpoints.

Welcome Documents

Use prompting to create welcome booklets, FAQs for newcomers, or practical guides on internal tools and processes.

Talent Management and Development

Annual Review Templates

Create structured professional review guides with open questions about performance, objectives, and development.

Individual Development Plans

Generate personalized training plans based on current position, career objectives, and skills to develop.

Internal HR Communication

Newsletters and Internal Communications

Prompting helps create engaging communications to inform teams about HR news, events, or policy changes.

Policies and Procedures

Generate drafts of HR policies (remote work, leave, code of conduct) that are clear and structured, adapted to your company context.

Ethical Considerations and Limitations

• Never use AI for final decisions: AI assists, humans decide
• Watch for bias: verify generated content does not discriminate
• Data protection: never share candidates' personal data in your prompts
• Transparency: inform candidates if AI is used in the process
• Customization: always adapt generated content to your specific context

Conclusion

AI prompting in HR is a powerful lever for efficiency while maintaining quality and fairness in processes. The key to success lies in the precision of your instructions and constant respect for professional ethics. Use AI as an assistant that frees your time for what truly matters: the human dimension of your profession.