Businesses are using AI now more than ever to streamline processes and operations. It is having a huge impact on recruitment, currently, 58% of companies use AI for sourcing, 56% for screening, and 55% for nurturing candidates.
AI is a powerful tool that helps support efficiency when used properly. However, it also brings challenges to businesses when hiring new people, such as AI-generated CVs that can make it harder to identify the right candidates.
Companies are leveraging AI to save time, but is it affecting the quality of hires by failing to look beyond AI-generated content to the real people behind the applications and their true skills?
In 2025, staying up to date with the latest advances and technology is crucial.
At Park City Consulting, we help businesses navigate these changes. We support our clients in making smart hiring decisions by combining AI’s benefits with expert guidance. From sorting CVs to spotting AI-generated content, we provide the tools and expertise to hire skilled, authentic people.
Here’s what you need to know about the changing landscape and how to use AI effectively to stay ahead.
How to Identify AI-Generated CVs
AI-generated CVs can undermine the recruitment process by presenting overly polished or misleading representations of candidates. Here are some telltale signs:
1. Repetitive Language
AI CVs often feature monotonous, repetitive expressions shaped by algorithms that use pre-existing data patterns. For instance, phrases like “I am a highly motivated and results-oriented individual” may appear multiple times throughout the document, giving it a mechanical tone.
2. Generic Language
These CVs tend to use generic, catch-all phrases like “Possessing strong analytical and problem-solving skills,” but lack the tangible examples that human candidates typically include to back up their claims. They can often feel like generic job descriptions rather than personalised career stories.
3. Lack of Personalisation
Personal touches, such as specific references to the job being applied for or detailed examples of skills relevant to the position, are often absent in AI-generated CVs. This lack of tailoring can make them appear detached or irrelevant.
4. Unnatural Sentence Structures
AI CVs may reveal themselves through awkward or unnatural sentence constructions. Examples include:
- Disconnected phrases: “In my previous role, I increased sales and adept in Python.”
- Overly formal language: “Utilised my competencies to effectuate revenue augmentation.”
- Illogical sequences: “Fluent in English, Bahasa, and JavaScript.”
5. Multi-Person Review
A thorough review process involving multiple team members can help uncover inconsistencies and verify a resume’s authenticity.
Experienced reviewers who predate the AI era can spot the telltale signs of machine-crafted content. We support our clients with this area of the recruitment process to help them identify the right candidates and see past the AI generated CVs.
6. Use AI Content Detection Tools
Leverage tools like Sapling AI Detector and Copyleaks to identify AI-generated language patterns and unnatural text structures. These tools can help ensure that the resumes you’re reviewing are authentic.
7. Trust Your Instincts
It’s crucial to consider all applications, but also remember to trust your intuition. During the interview, ask candidates about their CV, request real-life examples, and assess their knowledge of the skills they’ve listed.
This will give you valuable context about their experience and help you determine if they’re the right fit for the role.
The Impact of AI Generated CVs on Recruitment
Since the introduction of ChatGPT in 2022, AI has advanced rapidly.
Businesses are scrambling to find AI-skilled professionals to drive innovation, but they must also contend with the challenges AI presents—like verifying the authenticity of candidates and understanding the real person behind the resume.
AI’s role in recruitment goes beyond resumes. Companies use AI to:
- Source candidates efficiently (58%)
- Screen applicants at scale (56%)
- Nurture potential hires (55%)
- Communicate effectively with applicants (40%)
While these tools save time and resources, they cannot replace the understanding that face-to-face interactions and human intuition bring to the recruitment process.
The recent trend of returning to in-person recruitment reflects a growing recognition of the value of personal connections in hiring the right people.
How Park City Consulting Can Help
At Park City Consulting, our HR services are here to support businesses with their recruitment and onboarding process. Here’s how we can support you:
1. Customised Hiring Strategies
Every business is unique, and so are its hiring needs. We create bespoke recruitment strategies to make sure you find the best candidates for your specific roles and company culture. This includes identifying candidates who genuinely align with your values and long-term goals.
2. Face-to-Face Interviews
We emphasise the importance of in-person interactions to truly understand candidates’ personalities, skills, and motivations. Our experienced business partners s can help you organise and conduct interviews that reveal the real person behind the CV.
3. Training for Your Team
We provide continuous support to your team in identifying AI in CVs and creating an effective onboarding and induction program for new hires. Our level of involvement is flexible and can be tailored to meet the specific needs of your business.
Final Thoughts
AI is reshaping recruitment, offering businesses powerful tools to source and screen candidates. However, with these advancements come new challenges, such as the rise of AI-generated resumes that can obscure a candidate’s true qualifications.
By working with Park City Consulting, you can stay ahead of these trends, leveraging AI responsibly while ensuring you hire the right people to drive your business forward.
Ready to Future-Proof Your Recruitment Process? Contact us today to learn how we can help you navigate the complexities of modern recruitment and build a team that sets your business apart.