ChatGPT prompts to steal to keep your job as a recruiter

ChatGPT prompts to steal to keep your job as a recruiter

Recruitment is everything about finding and hiring the right person for the right role or position. But often, recruiters find it daunting and overwhelming to evaluate 100’s of resumes to fill just one position. Fortunately, in recent years, AI tools like ChatGPT have eased the job of recruiters. From candidate sourcing to engaging with candidates, AI can support recruiters in every step of the recruitment process. It has become pertinent for them to adapt continuously to stay relevant and competitive.

ChatGPT can help recruiters in endless ways: initial candidate screening, answering candidate FAQs, resume parsing, interview scheduling, candidate engagement, skills assessment, market research, onboarding support, etc.

In this article, we will be exploring some of the common ChatGPT prompts that will help recruiters speed up the entire recruitment cycle.

Here are some of the recruitment activities in which AI tools like ChatGPT are widely used:

  • Crafting Effective Job Descriptions
  • Initial Candidate Screening
  • Preparing Interview Questions
  • Create Technical Assessments / Tests
  • Rate candidates’ performance on their assessments
  • Candidate Engagement
  • Onboarding Support
  • Market Research

Let us take a look at them in detail.

ChatGPT prompts for Recruiters

1. Crafting Effective Job Descriptions

ChatGPT is a valuable tool for recruiters to craft persuasive and effective job descriptions, manage candidate interactions, and streamline the hiring process. They can provide key details like job titles, responsibilities, qualifications, and company culture, and the AI can produce well-structured descriptions that attract the right candidates. The AI can ensure the content is engaging and informative for the candidates. Recruiters can also use ChatGPT prompts to generate detailed and persuasive job descriptions.

Below is a sample prompt that can be used to create an effective job description to attract potential candidates.
“Please write a job description for the position of [Job Title] at our organization, [Company Name]. The main responsibilities of this role include [list main responsibilities]. The ideal candidate will have [list required qualifications and experience] and will possess skills such as [list required skills]. In addition, the candidate should demonstrate [list desired personal qualities or characteristics]. The successful applicant will be expected to [list any specific expectations or tasks]. Please highlight the benefits and opportunities offered by our organization, and include any other relevant information that will attract qualified candidates to apply.”

2. Initial Candidate Screening

Candidate screening is the first and the most critical phase in the recruitment life cycle. It is the phase where recruiters sift through applications and filter out candidates who don’t meet the qualifications for the job. Reviewing resumes, cover letters, and other application materials are part of this step. It ensures that only candidates with the necessary skills and experience move forward in the hiring process. It makes the overall process efficient and consistent.

ChatGPT prompt: 

Job description: [Copy of job description]
Resume: [Copy of Resume]

Rate this candidate on a scale of 1 to 10 based on their skills, experience, and fit for the role.


Job description: We are looking for a senior Flutter developer with at least five years of experience in developing mobile applications using the Flutter framework. You will be responsible for creating high-quality, performant, and responsive applications for both iOS and Android platforms. You will also be expected to collaborate with other Flutter developers and engineers, conduct research and experiments, and communicate your findings and insights to stakeholders.

Resume: I am a Flutter developer with three years of experience in developing mobile applications using the Flutter framework. I have a master’s degree in computer science from Stanford University. I have worked on several mobile development projects, such as e-commerce apps, social media apps, and productivity apps. I have also used various tools and libraries such as Firebase, SQLite, and Provider to create seamless and user-friendly applications. I have good communication and teamwork skills, and I am eager to learn new technologies and techniques.

ChatGPT prompt: Rate this candidate on a scale of 1 to 10 based on their skills, experience, and fit for the role.

ChatGPT response: 7/10. This candidate has relevant skills and experience in Flutter development, but they do not meet the minimum requirement of five years of experience for a senior position. They have a strong educational background and have worked on a variety of mobile development projects. They may be suitable for a junior or mid-level Flutter developer position, but not for a senior one.

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3. Preparing Interview Questions

When it comes to interview questions, ChatGPT is a game changer. Interviews play a pivotal role in the candidate assessment process, significantly impacting their qualifications for a particular job. The questions posed during interviews hold considerable sway in determining an applicant’s suitability. In this regard, ChatGPT proves invaluable, as it offers a diverse array of interview questions spanning technical, behavioural, and situational aspects. These queries can be customized to align with the specific job requirements, facilitating a comprehensive evaluation of candidates.

ChatGPT Prompt: 

“I want you to act as an experienced hiring leader and recruiting strategist. I will share a job description with you. Please review it and recommend 10 questions a hiring manager might ask to evaluate whether a candidate is equipped with the skills for this position. For each question, kindly include additional follow-up inquiries to probe further or steer the candidate’s response in the desired direction. Additionally, please provide a rubric that outlines the criteria for an exemplary candidate response.”

Other Prompts:
1. Generate interview questions for a software engineer position with a focus on Python and web development.
2. Develop interview questions for a project manager role with experience in Agile methodology.
3. Generate questions to assess a candidate’s proficiency in Java programming for a Java developer role.
4. Provide behavioural interview questions to understand how a candidate has handled conflict in past roles.
5. Create coding interview questions to assess a software developer’s problem-solving and coding skills.

4. Create Technical Assessments / Tests

ChatGPT is a versatile tool for recruiters, aiding in developing automated assessments that evaluate candidates’ skills and knowledge, making the candidate selection process more efficient. Beyond interviews, you can design technical tests, covering areas like Python syntax, object-oriented programming, data structures, algorithms, file I/O, and networking.

Precision in questioning is vital when assessing candidates for technical roles, and ChatGPT excels in this by generating questions that accurately gauge candidates’ abilities, be it coding tasks, database queries, or system design scenarios. It streamlines the assessment creation process, ensuring questions are clear, pertinent, and challenging, ultimately aiding recruiters in identifying the most promising candidates. Here are some ChatGPT prompts that can help recruiters create technical assessments for candidates.

Please create technical assessments and tests to evaluate job candidates for the position of [insert job title]. The assessments should cover the key skills and knowledge required for the job, as outlined in the job description. Include a variety of question types, such as multiple-choice questions, coding challenges, and scenario-based questions. Also, provide answer keys and scoring guidelines for each question.

  • Generate a coding challenge related to sorting algorithms, such as QuickSort or MergeSort.
  • Write a multiple-choice question on object-oriented programming concepts, like inheritance, encapsulation, and polymorphism.
  • Create a problem statement for a data manipulation task using Python, involving data structures like lists or dictionaries.
  • Write a technical interview question related to database design, indexing, and optimization.

5. Rate candidates’ performance on their assessments

ChatGPT can assist in rating candidates’ performance on assessments by automating the grading and evaluation process, whether for written responses or multiple-choice questions. It can follow predefined rubrics to ensure consistent assessment criteria and generate personalized feedback to help candidates understand their strengths and areas for improvement.

Additionally, ChatGPT can detect potential instances of plagiarism, analyze linguistic quality, and calculate scores, thus enhancing efficiency and reducing human bias. Its scalability makes it suitable for organizations with a high volume of assessments, and it can provide valuable data analytics to identify trends and patterns.

However, it’s important to emphasize that ChatGPT should work with human oversight to ensure fairness and accuracy in the final assessment process. While it can expedite the initial evaluation, the ultimate decision on candidates’ performance should rely on the expertise and judgment of human assessors.


Question: [Technical question]

Candidate response: [Copy candidate response]

Can you evaluate the candidate’s response above, paying special attention to the technical aspects? This is a response to the question “[Technical question]” for a software engineering candidate. Please include a score of 1 to 10 being as objective as possible.

6. Candidate Engagement

Often candidates lose interest if there is no communication or engagement activity from the organisation’s end. It is an essential aspect of candidate experience, and it creates a long-lasting impact on their minds. Engaging your candidates in every step of the recruitment process is crucial for attracting top talent. Using ChatGPT, you can interact with the candidates in numerous ways, such as sending status updates, feedback, and communication, helping in interview preparation, re-engagement for future opportunities, surveys, and feedback collection, etc. 

Asking for details from Candidate:

You are an expert tech recruiter. One of your finalists has just verbally accepted an offer from your company. This agreement is yet to be formalized in an offer letter that you are putting together now. 

You need the candidate to provide you with these details: personal street address and zip code, and ask if X would be a viable start date for her to join (you are aware that they need 2 weeks to leave their current employer). Please write this email.

Some other common prompts for ChatGPT in Candidate Engagement are:

  • Create a chatbot script to send a thank-you message to candidates after they’ve completed an interview for a Senior Software Developer position.
  • Generate a conversation flow for ChatGPT to provide feedback to candidates who were not selected for a Marketing Manager role.
  • Develop a survey script to collect feedback from candidates on their experience with the recruitment process for a Project Manager role.

7. Onboarding Support

Onboarding is a crucial phase in the employee or recruitment lifecycle. It is now when they are introduced to their roles, company culture, and policies in detail. For new hires to perform effectively, they must understand their roles and responsibilities before they can start contributing.

Tools like ChatGPT enhance the onboarding process of employees by sharing information and guidance and assisting them whenever necessary in the onboarding process. From sharing company policies and procedures to training and development and setting up new hires with technology and tools to introducing their new hires, everything can be done using ChatGPT. 


We have a new team member, [New Hire’s Name], who will be joining us on [Start Date]. As part of our onboarding process, we would like to extend a warm welcome to our new hires.

Please assist us in crafting a personalized welcome message for [New Hire’s Name]. The message should include the following:

[write the thing you would like to include in the welcome message or email.]

Please ensure that the message is professional and positive. 

8. Market Research

ChatGPT, with its natural language processing capabilities, can significantly aid recruiters in conducting market research. Whether you’re launching a new recruitment agency or entering a fresh market, initial market research is pivotal. While ChatGPT won’t compose your entire plan verbatim, it can automate a substantial portion of the process.

Loaded with essential data and built on machine learning, ChatGPT possesses the capability to make reasonably accurate market trend predictions. Recruiters can leverage ChatGPT for data analysis, competitive intelligence, industry insights, customer feedback analysis, survey design, report generation, and market sizing and segmentation. This enhances recruiters’ ability to make informed decisions and stay competitive.


Identify Key Competitors and Their Talent Pool:
“Please provide a list of our main competitors in the industry, along with any other organizations known for similar roles. What types of talent do these companies typically attract, and what strategies have they employed to source top talent for similar positions?”

Salary and Compensation Benchmarking:
“Could you research and compile data on the average salaries and compensation packages for professionals with similar qualifications and experience as required for this role in our geographic location? This should include a breakdown of base salary, bonuses, benefits, and any other relevant perks.”

Industry-Specific Skill Trends and Certification Requirements:
“What are the current skill trends and certifications that are highly sought after in this industry or field? Are there any emerging technologies or qualifications that are becoming increasingly important for this role? Please provide insights into the skill set and qualifications that candidates possess in the industry that are relevant to our job opening.

Challenges & Concerns In Using Tools Like ChatGPT in Recruitment

AI tools like ChatGPT have improved efficiency and sped up the recruitment process by automating many tasks, and made the job of recruiters easy. However, there are some challenges and concerns associated with them.

1. Biases in Algorithm

Often, there are concerns about the potential for bias in AI algorithms. If the training data used to develop the AI model contains biases, the AI tool may inadvertently discriminate against certain groups based on gender, race, age, or other factors. This can lead to unfair hiring.

2. Lack of Transparency

AI algorithms are not easy to decode or interpret by a recruiter without any technical expertise. This makes it difficult to clearly understand why a particular candidate was rejected or accepted.

3. Data Privacy & Regulatory Compliance

AI tools have access to great amounts of data; it is essential that the way they handle and manage the data adheres to GDPR and HIPAA regulations. They must follow anti-discrimination and legal requirements to avoid any issues with the government and local bodies.

4. Candidate Experience

While AI tools can streamline the initial stages of the recruitment process, they may also depersonalise the experience for candidates. Applicants may prefer human interaction and feel uncomfortable interacting with a machine.

5. Lack of Emotional Intelligence

AI tools like lack emotional intelligence and may not be as effective as humans in assessing a candidate’s soft skills, such as empathy, communication, and teamwork.

6. Costly

AI tools are not always cost-effective in terms of time and money. Often it takes a considerable amount of training so that recruiters are able to use AI tools effectively. Some of the tools often require subscription and are costly.

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In conclusion, the future of AI tools such as ChatGPT in recruitment is undeniably promising, with the potential to revolutionise how organisations attract, assess, and engage with candidates. These tools offer efficiency, consistency, and scalability to recruitment processes, freeing up recruiters to focus on strategic and human-centric aspects of their roles.

AI-driven chatbots have proven their ability to streamline candidate screening, enhance engagement, and simplify administrative tasks like interview scheduling and onboarding. As recruiters, HR professionals, and organisations prepare for the future, embracing AI in recruitment becomes not just an option but a necessity. It involves adapting to the changing landscape and leveraging technology for a competitive edge, striking a balance between human expertise and AI support to augment rather than replace human efforts.

Ethical considerations in AI adoption must remain a top priority, ensuring fairness, transparency, and accountability in the recruitment process. The future of AI tools, like ChatGPT, in recruitment centres on harnessing their potential to create a seamless and candidate-centric experience, ultimately benefiting both organisations and job seekers.

Abhishek Ghosh

Abhishek Ghosh

Experienced B2B Content Marketer, Writer, Editor, and Strategist. He is from an engineering background who now loves to play around with words. He is an SEO and a social media enthusiast.
Abhishek Ghosh

Abhishek Ghosh

Experienced B2B Content Marketer, Writer, Editor, and Strategist. He is from an engineering background who now loves to play around with words. He is an SEO and a social media enthusiast.