If your organization is struggling to recruit among the healthcare talent shortage or your internal recruiting resources are stretched thin, Recruiter On-Demand™ is a project-based recruitment solution that can drastically improve your outcomes.
The healthcare industry is facing a severe shortage of nurses and other frontline clinical staff, creating unprecedented challenges for medical facilities across the nation. This crisis, exacerbated by an aging population and the lingering effects of the COVID-19 pandemic, threatens the quality, accessibility and continuity of patient care. Whether healthcare organizations require the recruitment of…
With an aging population pushing demand for healthcare ever higher, allied healthcare professionals—physical and occupational therapists, medical laboratory scientists, dietitians and nutritionists, dental hygienists, optometrists, phlebotomists and many more—play crucial roles in the care, diagnosis and treatment of patients. However, healthcare organizations worldwide face significant challenges in recruiting and retaining these vital providers, potentially compromising…
Global talent solutions providing unmatched scalability to meet the professional, specialist, volume and contingent hiring needs of organizations of all sizes and sectors.
PeopleScout Amplifiers™: Talent Campaign: Surge Support
As part of our suite of modular recruiting solutions, Amplifiers™, PeopleScout Talent Campaign: Surge Support provides project recruiting services to support your talent acquisition team during demanding periods of peak volume, for special projects or for hard to fill positions—all without increasing your permanent recruiter headcount.
Situation A local authority in the southwest of England had a robust talent acquisition team but required additional support for front-end headhunting and sourcing assignments. A new and niche position for a harbor master demanded a comprehensive strategy to locate the right specialist. A habor master ensures the safety of all users of a harbor,…
Small and medium-sized enterprises (SMEs) face unique challenges in attracting and retaining top talent. Limited resources, lack of dedicated recruitment teams, and the need for agility in hiring can often put smaller businesses at a disadvantage. That’s where Recruitment Process Outsourcing (RPO) comes in— a versatile strategy that businesses of all sizes can leverage to…
In a world where the talent market is constantly evolving, PeopleScout knows that cultivating deeper, more meaningful connections is imperative. Now, as we unveil a refreshed identity, we build on the service we’ve delivered for over 30 years, delivering more insights, more imagination and more integrity.
Connect More™ is our guiding principle. It reflects our unique approach that blends experience, insight and action to help employers build powerful connections with talent.
We’re redefining what it means to a be talent acquisition partner.
Too often we hear from clients about experiences they’ve had with other talent solutions providers in which one thing was said during the sales pitch only to have the stakes change once the ink was dry. Or times they’ve been forced into cookie-cutter processes that don’t support their unique needs.
That’s why at PeopleScout we strive to do the opposite. We believe in keeping promises. We believe that listening creates a better experience and leads to better outcomes. We’re not perfect, but if we mess up, we make it right.
We’re proud and humbled to say that this philosophy has led to some of the most enduring client relationships in the talent acquisition space—a testament to our commitment to creating connections that are truly meaningful.
PeopleScout’s refreshed brand is grounded in differentiators that drive tangible value for our clients:
Proven Delivery
For over 30 years, PeopleScout has built our services on integrity, building trust through transparent communication and a proven track record of success.
What That Means for You:
You get a talent partner like no other to help you tackle your workforce challenges—large and small. Plus, as part of the TrueBlue family of brands, we are uniquely positioned to handle complex talent programs like no other firm in the world.
Meaningful Connections
PeopleScout has the demonstrated ability to connect with the most sought-after talent. From software engineers to neonatal nurses. From Seattle to Singapore.
With one of the largest in-house talent advisory teams in the industry, we’ve got a wide range of experience with talent audiences across industries, skill sets, demographics and geographies. We are problem-solvers, creatives, organizational psychologists and operational experts.
What That Means for You:
Whether you need an award-winning candidate attraction campaign, a differentiated employer brand, market insights to fuel big decisions, a memorable candidate assessment experience or DE&I consulting—we have fresh ideas to help you stand out as an employer of choice.
Data & Insights
Sometimes you don’t know what you don’t know. We’re dedicated to arming you with the sharable, digestible insights you need to tell the right stories in your business so you can stand out and get ahead.
What That Means for You:
You can capitalize on the latest market analysis, AI tools, thought leadership and competitive intelligence to supercharge your people strategy.
Human Touch
We bring a personal touch to our engagement with passive candidates that ignites excitement about your opportunities. From the second we grab the candidate’s attention to the minute they walk through the door—we deliver a seamless candidate experience that turns applicants into advocates.
What That Means for You:
Whether you need to fill executive, leadership or niche roles our global search teams deliver top-notch, future-ready talent.
Digital Transformation
As digital transformation reaches talent acquisition, we’re helping our clients get ahead. Affinix®, PeopleScout’s proprietary total talent suite, provides candidates with a digital-first experience and leverages AI, automation and data analytics to remove friction and improve outcomes. Plus, we’re on top of the latest tech solutions, testing new ways that AI and machine learning can create results for our clients.
What That Means for You:
You get an upgraded tech-ecosystem that blends digital efficiency with human expertise to create personalized experiences for both candidates and hiring managers.
Ultimate Scalability
We’ve scaled up to handle the full-cycle, global recruitment of tens of thousands of annual hires for one of the world’s largest hotel brands. We’ve scaled down to hire a few dozen specialist engineers for an automotive start up. And we’ve handled everything in between.
What That Means for You:
Whether you need specialty, professional, volume or contingent hiring solutions—our unique blend of insight, creativity and technology creates an employer brand-steeped candidate experience talent will never forget.
Speed and Agility
In this tumultuous era, talent acquisition teams are struggling to respond quickly to sudden fluctuations and hiring peaks. That’s why we’ve created flexible solutions like Accelerate™ and Amplifiers™. Purpose-built for modern talent programs, our solutions provide employers with the agility required to compete in today’s talent market, address immediate hiring needs and deliver results faster.
What That Means for You:
You get focused support for peak hiring, hard-to-fill positions, compressed time frames and more—however it works best for you—without the lengthy implementation.
Value
Organizations of all sizes trust PeopleScout’s efficient recruiting processes and quick-deploy solutions that improve time-to-hire and retention rates, delivering the best talent matches and maximizing ROI.
What That Means for You:
We measure our every move, idea and recommendation—so you know you’re spending your budget where it matters most.
Diversity, Equity & Inclusion (DE&I)
DE&I is top of mind for talent leaders, including all of us at PeopleScout. While much progress has been made, there’s still work to be done. That’s why every PeopleScout solution has a DE&I component. PeopleScout integrates DE&I best practices into every solution, helping clients build a more diverse and inclusive workforce.
What That Means for You:
We’ll help you gain a better grasp of where you are, where you need improvement and how to find the right path forward.
Are You Ready to Elevate Your Connection with Talent?
Redesigning the Early Careers Assessment Process for a UK Construction Leader
One of the largest construction, property and development companies in the United Kingdom engaged PeopleScout to design and build a new assessment center to boost diversity amongst their early career talent.
93%reduction in candidate pool through new situational application sift stage
81%pass rate after bespoke assessment center
Situation
Over the past several years, this privately owned development, property and construction organization have increased the hiring of early career talent across multiple functions and departments. With a focus on increasing diversity and inclusion across their business areas, the early careers intake process was identified as an important way to achieve this. They wanted to create an assessment center that was unique, created a positive candidate experience and delivered quality, diverse talent who demonstrate behaviors in-line with their culture.
This client’s early career schemes recruit for a large variety of roles in many different business areas. However, they needed all candidates to go through the same assessment center, so the new assessment design needed to balance the needs of all departments and efficiently assess individual people. Plus, they needed adaptable exercises and scoring which could be appropriate for both apprenticeship and graduate scheme applicants.
This organization wanted the assessment center to create an excellent candidate experience and for candidates to feel like they gained a valuable experience in the process. The format needed to be engaging and fun, showcasing their values and the kind of work they do.
Solution
We took a phased approach to our assessment design solution for our client.
Discovery Phase
Our discovery efforts consisted of gathering information from stakeholders across the company. We ran focus groups with current early careers talent and conducted visionary interviews with senior stakeholders. We also facilitated focus groups with the internal early careers recruitment team.
Through these sessions, as well as carrying out desk research on the job descriptions, we gained an understanding of skills and experience required from early careers employees. Then, we defined the key issues in the current assessment framework and came up with the concepts for the new assessment center to better the client’s needs.
Through the discussion it was decided to have three distinct exercises which followed the same story but didn’t rely on each other. In the previous assessment center if candidates didn’t fully understand one exercise, it would have a knock-on effect on their ability to carry out the next one.
We decided on an overarching fictional project scenario to thread throughout all exercises at the assessment center which was applicable to all business areas. It would also act as a realistic job preview.
Design Phase
We designed a new assessment framework consisting of:
A bespoke new situational application sift process
A new video interview stage
A bespoke assessment center
For the assessment center, we designed a new group exercise, a case study presentation exercise and an interview. We designed a unique group exercise and case study exercise for apprentices and graduates and the interview was applicable for both.
I addition to the designing the exercises themselves, we created scoring guides and candidate briefs for all exercises. Plus, we generated a timetable for the day of the assessment as well as a briefing presentation so the client could inform candidates at the beginning of day of what was coming.
Testing Phase
We started with a pilot assessment center to test the new process. Members of the PeopleScout assessment team facilitated a virtual assessment center day, during which internal stakeholders acted as the assessors and current employees played candidates. This was hosted on TopScore, so the client was able to stress test their virtual platform of choice.
After the pilot, we ran focus group feedback sessions with a group of the assessors and a group of the mock candidates to gather insights and perceptions on the materials as well as anything which could be amended to aid understanding. Finally, we held a debrief session with the members of the company’s early careers team to get clear on what amends we would make.
We implemented our client’s feedback and sent the finalised materials to the client, ready for the real assessment centers. We ran a “train the trainer” session for their assessors so they could execute the assessment center going forward.
Results
This organization received over 3,800 applicants for their early careers programme, and the new application sift stage allowed the client to filter down their candidate pool to 239. They also felt confident in the quality of the candidates who made it through to the assessment center, with 81% passing. Plus, when looking at pass/fail ratios, we saw no adverse impact at assessment center for gender, ethnicity or disability.
At a Glance
COMPANY One of the UK’s largest construction, property and development companies
Early Careers Recruitment Success for an Australian Construction Giant
PeopleScout embarked on a strategic project to revitalize the graduate recruitment program for one of Australia’s largest development and construction companies. Through our early career talent expertise, we brought in more innovative approaches to candidate engagement and elevated the graduate recruitment experience, cutting renege rates in half.
18Weeks Cut from Time Spent on Recruitment Activity
50%of Graduate Hires Identified as a Woman
50%Reduction in Candidate Drop Off & Reneges
Situation
One of Australia’s largest development and construction companies had a graduate recruitment program consisted of a short burst of marketing and campus engagement (six weeks), two recruitment phases in March (16 weeks) and August (12 weeks) and a long “keep warm” period. This approach heavily impacted their HR and recruitment teams as well as a line manager resource. Plus, the long recruitment process and keep warm periods resulted in drop off or renege rates of up to 30%.
They engaged PeopleScout to help them create a more efficient graduate recruitment process, while ensuring they connected with bright emerging talent.
Solution
Seeking to strengthen the connection with students and to drive more efficiency, we executed an early careers talent solution that shifted the focus of the campaign—adding more meaningful campus engagement (24 weeks) and one short, sharp recruitment window (10 weeks).
Laying the Foundation
The first step PeopleScout took in updating the program was to conduct in-depth job analysis interviews with a variety of stakeholders including: high performing graduates and interns, their line managers and visionaries across the business. This allowed us to develop a robust success profile, which defined what good looks like now and into the future.
Then we reviewed and updated the early careers value proposition and updated the campaign materials to tap into candidates looking to build a purpose-driven career. We also tailored our approach to ensure we connected with the client’s target diversity groups.
We created an always-on expression-of-interest portal for the client which allowed us to build a talent pool for the whole academic year. With the Affinix® Student Engagement Platform, we delivered tailored content and shared employee stories showcasing ‘a day in the life’ and career journeys. This helped us to drive interest and change minds about a career in construction and property by myth-busting common misperceptions.
Campus Engagement
Recognising the importance of genuine and authentic communication, we identified graduate ambassadors across the breadth of the business. Moving away from pure reliance on careers fairs and job boards, our campaign involved the delivery of 38 student engagement events, including site tours, “meet the team” sessions and panels with female leaders leveraging our ambassadors.
Recruitment Process & Candidate Assessment
Now, having driven engagement with the target student population, it was important that the recruitment process was also effective, efficient and engaging. Our client had been following the traditional path of online testing, group assessment centres and hiring manager interviews to deliver their graduate program. But there was opportunity to ensure the process amplified their brand, provided candidates a realistic job preview, and levelled the playing field for all, enabling candidates to demonstrate their potential.
Using the insights from the internal client stakeholder interviews during our discover phase, we implemented the following changes:
Completely redesigned the assessment framework.
Adopted a CV-blind approach which helped to reduce unconscious bias.
Implemented a skills assessment in place of previous cognitive tests, which provided a more holistic view of the candidate, tapping into their motivation, cognitive strengths and behaviours, and measured the candidate against the client’s success profile.
Provided candidates with meaningful feedback reports, giving candidates an overview of their strengths and areas for development.
Revamped assessment centre exercises to bring the client’s construction project world to life, with candidates working together to deliver solutions involving the client’s core areas of focus, like community and sustainability.
Used our virtual assessment centre technology to encourage participation, especially for working candidates, rural candidates or those unable to afford the travel who previously experienced barriers during in-person events.
Leveraged our technology to improve accessibility for candidates with a disability and for those with ESL requirements.
Results
Reduced time spent on recruitment activity from 28 weeks down to 10 weeks.
Achieved client diversity targets, with 50% of graduates hired identifying as women (compared with 15% of graduates with construction and engineering degrees identifying as women) and 3% of graduates hired identifying as First Nations (compared with 1% of graduates with construction engineering degrees identifying as First Nations).
Reduced candidate drop off and reneges from 30% to 14%.
“The process was very well run, and we had strong candidates. Thank you for the hard work and efforts with this program. It was a very thorough process with great results.”
“Very modern and innovative approach to the regular interview process. Allows busy applicants to complete in their own time.”
“The interview process was very innovative and provided additional insight into the role.”
“Overall has been a great experience. The assessment provided me with feedback that I can take into account in the future.”
“Very user friendly interface and didn’t feel demeaning or intimidating.”
“Thank you for making it such a smooth application process. I really appreciated all of the support provided, and I’m looking forward to working in such a supportive work environment. I also really appreciated the quick turnaround time for my application.”
At a Glance
COMPANY Large development and construction company
INDUSTRY Building & Construction
PEOPLESCOUT SOLUTIONS Recruitment Process Outsourcing, Affinix
PeopleScout’s global RPO solutions help organizations to streamline recruitment processes and technology across regions, providing more control over global recruiting costs.
Traditionally, high-volume recruiting focuses on quantity, at the expense of quality. At PeopleScout, our high-volume recruitment process outsourcing (RPO) solution leverages unmatched scalability, the automation of our talent acquisition suite, Affinix®, and the experience of our talent advisory consultants.
As part of our suite of modular recruiting solutions, Amplifiers™, PeopleScout Talent Sourcing provides the perfect way to boost your recruitment resources, engage with passive candidates and reach your hiring goals faster. Don’t settle for the limitations of ordinary job ads—our sourcers bring a personal touch that ignites excitement about your opportunities. Candidates get a great experience. You get a short or long list of qualified, genuinely enthusiastic applicants.
Situation A local authority in the southwest of England had a robust talent acquisition team but required additional support for front-end headhunting and sourcing assignments. A new and niche position for a harbor master demanded a comprehensive strategy to locate the right specialist. A habor master ensures the safety of all users of a harbor,…
Small and medium-sized enterprises (SMEs) face unique challenges in attracting and retaining top talent. Limited resources, lack of dedicated recruitment teams, and the need for agility in hiring can often put smaller businesses at a disadvantage. That’s where Recruitment Process Outsourcing (RPO) comes in— a versatile strategy that businesses of all sizes can leverage to…
Artificial intelligence (AI) has captured attention across nearly every industry for its seemingly boundless potential to transform how work gets done—including AI in recruiting. Yet for many talent acquisition (TA) leaders, AI remains shrouded in hype, myths and even fear that “robot recruiters” are taking over.
This handbook sets out to demystify AI tools for recruitment with facts about real-world applications across talent acquisition capabilities and provide guidance on how talent teams can start planning to use AI effectively and ethically. We’ll cut through the hype to bring AI down to earth—focusing on what works, not what’s flashy.
The message we want to reinforce upfront is that AI should not be seen as a replacement for the talent acquisition strategy you’ve already built, but rather a set of tools to make your teams better at tasks both mundane and meaningful.
📌 Before we go any further, here’s a note from our legal team:
The information provided in this article does not, and is not intended to, constitute legal or other professional advice; instead, all information, content, and materials available in this article are for general information purposes only. Readers of this article should contact their attorney or legal advisor to obtain advice with respect to any particular legal matter. No reader of this article should act or refrain from acting on the basis of information in this article without first seeking legal advice from counsel in the relevant jurisdiction. All liability with respect to actions taken or not taken based on the contents of this article are expressly disclaimed by PeopleScout, Inc.. The content in this article is provided “as-is”, and no representations are made by PeopleScout that the content is error-free.
What is AI?
The term artificial intelligence or AI was coined by Stanford Professor John McCarthy, who defined it as “the science and engineering of making intelligent machines, especially intelligent computer programs.” AI is technology with the ability to perform tasks that would otherwise require human intelligence. Data and algorithms enable AI to “learn” how to accomplish complex tasks without being explicitly programmed to do them. It also includes the sub-fields of machine learning, speech and natural language processing and robotic process automation.
Over the last decade, AI capabilities have advanced tremendously due to increases in computing power, the abundance of digital data and improvements in machine learning algorithms. As a result, AI solutions can now match or even outperform humans in certain tasks related to object recognition, language processing, prediction modelling and more.
The disruption delivered by generative AI in particular arrived like a bullet train. In just a few short months, AI went from an abstract concept to a tangible force radically impacting businesses—and jobs—worldwide. With Generative AI (GAI) tools like ChatGPT, Google Gemini (formerly Bard) and Microsoft Copilot, AI has gone from expensive and exclusive to an everyday tool accessible by the masses.
The State of AI in Recruiting
Top talent has become increasingly scarce and competitive, while recruiting resources and budgets remain strained. This situation demands that talent acquisition teams work smarter, and AI and automation could represent an opportunity for organizations to enhance human capabilities in recruitment.
According to Gartner, a massive 81% of HR leaders have explored or implemented AI solutions to improve process efficiency within their organization. HR leaders aim to use generative AI (GAI) for improving efficiency in HR processes (63%), enhancing the employee experience (52%) and bolstering learning and development programs. Plus, 76% of HR leaders believe that if their organization does not adopt AI solutions in the next year or two, they will lag behind those that do.
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What are the Advantages and Disadvantages of AI in Recruitment?
While AI holds tremendous promise, it also comes with some real concerns which talent acquisition and HR leaders must thoughtfully address. AI is largely unregulated and has received criticism for negative impacts on things like privacy, security, bias, and transparency in its decision-making processes. However, with care and diligence, you can establish sensible guidelines at your organization, so this technology enhances your talent acquisition capabilities while respecting human values.
Benefits of AI for Recruiting
AI can help the humans behind your talent program work more efficiently and effectively when used correctly. Applying AI across the various recruiting stages introduces a host of benefits, including:
Efficiency AI-powered tools can shoulder time-consuming tasks like communications and initial screening, allowing recruiters to reach more candidates at scale. AI systems help recruiters to focus their efforts on the most promising prospects, including helping identify passive candidates. This wider reach improves quality by putting recruiters in front of more qualified candidates.
Improved Candidate Experience Tools like AI chatbots and self-scheduling create a seamless 24/7 candidate experience. By fielding frequently asked questions and coordinating interviews, they dramatically reduce time-to-hire. Candidates get quick responses instead of waiting for recruiters to come online, making the hiring process faster and frictionless.
Improved Matching Advanced AI algorithms surface qualified prospects that may have been overlooked. By analyzing candidates’ skills, experience, and other attributes and matching them to open roles, AI systems ensure better candidate-job fit. This improves quality-of-hire and unlocks hidden talent pools recruiters may have missed.
Enhanced Diversity and Inclusion With the right data to learn from, AI reduces unconscious bias from hiring by focusing decisions on data rather than gut instinct. By objectively evaluating candidates’ skills without prejudice, AI-assisted recruiting enhances diversity and creates a more equitable hiring process.
Cost Reduction AI can reduce the cost-per-applicant in some cases. Recruiters can outsource low-impact, repetitive tasks to AI, and spend more time interacting with candidates and hiring managers. This optimization of talent acquisition teams enables resources to be allocated more efficiently, reducing vacancy rates and lowering costs.
Risks of AI in Recruiting
While there are benefits, talent leaders must thoughtfully address common concerns around AI transparency, interpretation of outputs, data privacy and ethics.
PeopleScout POV
PeopleScout is committed to striking the right balance between next-generation technology and maintaining the trust we’ve built with candidates and clients. As our clients’ trusted talent advisors, we do our due diligence and work touphold our standards for quality and compliance when helping clients adopt new technologies like GenAI.
As organizations prepare to capitalize on the efficiencies of AI, they must be particularly discerning about AI when it comes to supporting people decisions. Effectively deploying and scaling AI across talent acquisition functions introduces some common challenges, including:
Biased Algorithms Despite its ability to reduce bias, if AI models are trained on biased or incomplete data sets, they can unintentionally perpetuate inequality. In many countries there are laws prohibiting discrimination in the recruitment process, and the use of AI must align with these laws. Leaders need oversight into data inputs and must remain vigilant when considering recommendations made by AI. That being said, bias in AI can be corrected much easier than bias amongst humans. Proactively monitoring and mitigating possible areas of bias is essential for driving more inclusive, equitable hiring—regardless of whether AI is involved.
Disproportionate Impact Certain demographic groups face higher exposure to the potential harms of AI in recruitment. For instance, if an AI screening system relies heavily on standardized test scores that have racial biases, it could automatically filter out qualified minority candidates. Similarly, lower income communities may lack access to the digital tools and internet connectivity required for AI screening. This digital divide could automatically exclude qualified candidates from disadvantaged backgrounds. Without proactive measures to address these systemic issues, AI recruitment tools risk amplifying real-world inequality. Organizations must consider disproportionate impact with their use of AI in order to improve diversity and reinforce equity.
Lack of Transparency Organizations may experience resistance amongst candidates and employees when there is a lack of understanding of how AI is being used in the hiring process and how AI arrives at certain outputs or recommendations. You can nurture trust through training and effective communication to help recruiters, hiring managers and applicants understand the reasons behind AI-generated outcomes and their role in the hiring decision-making process. Use clear and understandable language to describe the factors influencing decisions and put mechanisms in place to capture feedback and reporting of potential issues. Transparency promotes ethical AI use in recruitment and also reinforces organizational values and establishes a positive reputation in the industry.
Data from Pew Research Center shows that 61% of Americans are unaware that employers are currently using AI in the hiring process. A majority (71%) oppose AI making a final hiring decision, while 41% oppose AI being used to review applications. However, the more people understand about AI, the more they’re in favor of its use in the recruitment process. For example, 43% of those who’ve heard a lot about using AI in the hiring process support its use for reviewing applications, compared with 37% who’ve heard a little and 21% who’ve heard nothing at all.
Lack of Accuracy GAI is prone to making up statistics, sources and even case law—known as hallucinating. There are no safeguards in place to validate the generated content or to check the accuracy or appropriateness of the outcome. Organizations leveraging tools like ChatGPT for recruiting open themselves up to risks. Recruiters must be aware of the importance of the human touch and using their judgement when using GAI tools for creating content and communications.
Over-Automation Heavy reliance on AI also poses risks if the recruitment process becomes overly automated and fails to incorporate sound human judgment as a check. Too much automated communication can feel depersonalized to a candidate. AI should never replace the human touch—rather it should enhance human capabilities. Plus, companies using AI for recruitment must ensure compliance with all relevant regulations. For example, under GDPR, there are strict guidelines around automated decision-making, and individuals have the right to obtain human intervention and contest automated decisions that significantly affect them.
Data Privacy Issues Collecting and analyzing extensive candidate information required by AI systems can raise concerns around consent, data protection, and ethical usage. Any talent data feeding the AI systems must be compliant with regulations, like GDPR and CCPA, that are relevant to your locations. Organizations should create a framework around the usage of AI recruitment tools to provide transparency around what data you’re collecting, gain consent where applicable, and put access controls and encryption in place to protect sensitive candidate information. Your data security team should vet any AI usage to ensure candidate data is not being scraped for other uses.
Workflow Integration Implementing AI recruiting tools requires integrating them into existing systems and processes. Too often, companies adopt AI in isolation, without considering its impact on surrounding workflows. Instead, organizations should evaluate how AI technologies will interface with current infrastructure. For example, your applicant tracking system (ATS) may need API connections to import AI-screened candidates. With careful integration planning, AI can be a seamless augmentation to talent acquisition rather than an isolated add-on.
Proactively addressing these concerns through governance, oversight and continuous improvement of AI systems and processes is key to managing the risks responsibly. Overall, the use of AI in recruitment is permitted but becoming more and more tightly regulated. Systems cannot make final hiring decisions and must be transparent, fair and accountable. Adhering to data protection laws and anti-discrimination regulations is crucial for the ethical use of AI in hiring. Undergoing regular audits to assess for unintended bias and maintaining the human touch to review, override or contest automated recommendations is crucial.
📌 We recommend you consult your legal team before implementing any AI technologies at your organization.
Use Cases for AI in Recruitment
As recruiting grows more competitive, organizations are turning to smart technologies to gain an edge in attracting and engaging candidates. From chatbots to video interviews and skills assessments, AI-powered solutions are streamlining efficiencies while enabling deeper insights across the hiring funnel. Here are some examples demonstrating AI’s immense potential to boost recruiting outcomes while improving the candidate experience.
How to Use AI for Candidate Attraction and Sourcing
Identifying, contacting and engaging prospective candidates is ripe for AI augmentation. Building a robust pipeline of talent typically involves highly manual, repetitive tasks that can divert focus away from higher-value tasks. Here are some of the ways AI can support you in filling your recruitment funnel.
Building Candidate Personas
AI can pull from the profiles of existing employees and historical hiring data for a given role to surface patterns and common characteristics. These patterns, combined with qualitative data gathered from interviews, can help you to define a persona profile of the ideal candidate for the role.
A persona is a fictional character profile that represents the different types of candidates who would be successful in a role. Personas focus on individual characteristics, behaviors, interests, goals, motivators and challenges. With these in place, you can create alignment across your recruitment and sourcing strategies. Your persona profiles should provide specific guidance about how to find candidates who fit the profile, including targeted messages that will resonate.
Since launching in late 2022, ChatGPT and other GAI chatbots, like Bing Chat, Gemini (formerly Bard) and more, quickly permeated the workplace. These tools mimic human communication and can help with everything from content creation and market analysis to simply writing emails. They can also be used to write job descriptions.
By feeding them with relevant prompts that detail the job tasks and required skills as well as employer brand elements like tone of voice, the GAI chatbot can produce a first draft job description in seconds. The hiring manager and recruiter can then massage this text to create the final posting.
For existing job descriptions, AI can be used to measure sentiment and detect biased language. There are a variety of AI-powered online tools that can highlight biased language—like “ambitious” or “expert,” which are stereotypically masculine—to ensure you’re not turning off a portion of your talent audience.
Previously a manual process, AI can sift through a huge number of online profiles to find candidates with the skills you’re looking for. For example, the AI-powered Affinix CRM tool in PeopleScout’s total talent suite Affinix® searches millions of online profiles to find passive candidates with the skills and competencies that match the role. The AI also assesses the likelihood of a candidate being open to a new opportunity by combining the average tenure of each job listed on their profile with the average aggregate tenure of all other candidates in that same role.
Manually identifying passive candidates who have similar titles but may not be actively searching for a job can take hours of dedicated time. AI can reduce manual efforts and massively speed up the recruitment process. Plus, it helps you concentrate on skills, rather than experience, to expand your candidate pool.
Predictive Analytics
Machine learning models can also provide predictive and prescriptive hiring recommendations based on a candidate’s profile. AI can assess genuine interest, candidate motivations, likelihood to accept an offer and even predicted tenure. This empowers recruiters to be more informed for interview prep and can help them personalize outreach messages to appeal specifically to what matters most for each candidate.
Over time as engagement data is captured, AI models continue to improve, learning what messages and channels persuade candidates with various profiles and career trajectories. This creates a positive feedback loop, compounding efficiencies over each recruiting cycle.
How to Use AI for Candidate Screening & Interview Support
Manual candidate screening based on résumés and CVs alone can be an imperfect, biased exercise. With AI lending a “second pair of eyes,” you can ensure quality candidates are not being overlooked. Here are some elements of the process that AI can enhance.
First Sift
Natural language processing tools can ingest thousands of résumés and CVs, and analyze the content, context, and trends across the talent pool within seconds. AI tools can be trained to recognize specific skills, experiences and competencies that are required for open roles and then score and rank applicants automatically against your ideal candidate profile.
Look for tools with a dashboard that highlights the “cream of the crop” candidates that demonstrate the closest alignment, enabling you to reach out or pass the most promising applicants to hiring managers quickly.
Real-Time Screening
Intelligent chatbots, like text and SMS screening tools, create a conversational experience for candidates using natural language processing. These mobile-friendly, text interview tools automatically screen candidates using predetermined questions that gauge their interest and qualifications. Based on the responses, the chatbot can instantly determine the next step for each specific candidate.
AI is also leveraged for pre-employment assessments. New tech platforms can test and measure candidates for skills mastery, personality traits, and cognitive abilities to ensure qualified candidates are advancing through the recruitment process. All results should be reviewed by a human to ensure compliance with relevant regulations around automated decision-making. Leveraging AI in skills assessment helps ensure recruiters and hiring managers can focus on priority candidates most likely to succeed in the role, increasing equity along the way.
Want to learn more about how AI can boost your recruitment processes?
AI-powered candidate engagement tools help you create seamless, personalized experiences at scale—boosting candidate satisfaction, accelerating the hiring process and freeing up recruiters to focus on relationship building—where they add the most value.
Personalized Candidate Communications
For several years now, organizations have been leveraging candidate relationship management (CRM) technology to automate communications with candidates throughout the hiring journey. Automated email drip campaigns deliver the right information at the right stage in the journey to keep candidates informed of next steps and engaged with content that is relevant to them. This helps you build personalized engagement at scale.
More recently, recruiters are using GAI platforms like ChatGPT to help them with drafting one-off emails to candidates. Leveraging the appropriate prompts, a recruiter can get a first draft from ChatGPT which they can then review and edit to fit for specific candidates. This has the potential to save hours’ worth of work each week for your talent acquisition team.
Chatbots
Chatbots leverage natural language processing to manage various high-volume, repetitive inquiries from candidates. Whether answering frequently asked questions (FAQs) about application status, the interview process, the company or the job role, chatbots provide consistent, accurate responses 24/7—especially relevant when recruiters aren’t working. This improves candidate satisfaction while enabling recruiters to focus on higher-value activities.
Intelligent messaging platforms can initiate one-way communications at scale to nurture candidates. Using data on the prospect, role, process stage and more, AI writing assistants dynamically generate personalized, thoughtful messages. This level of personalization improves candidate engagement, advances candidates quicker through the funnel and strengthens employment brand affinity.
Calendar management bots can take over the time-consuming back-and-forth of scheduling interviews, assessments, site visits and more. By integrating with hiring manager calendars, only convenient time slots are shown to candidates. Candidates automatically receive confirmations and reminders, eliminating this task for recruiters and increasing the likelihood of candidates attending interviews.
How to Get Started with AI in Recruiting
Your steps into AI should focus on exploration rather than big integrations. AI in recruitment is fast-moving and receiving more and more scrutiny from law makers, and an RPO (recruitment process outsourcing) partner can act as a strategic advisor on your AI recruiting journey. RPOs have experience implementing recruitment tech like AI software for clients and can advise on the best options for your needs, integration requirements, data needs, ethical usage, and workflow design.
By leveraging RPO expertise, companies can effectively implement AI-enhanced hiring with less disruption and a faster return on investment. Look for a partner that is moving at your speed when it comes to AI in recruiting. They’ll help you identify areas for quick wins, and help you expand this success through experimentation and testing.
Here are some ways an RPO partner can help your explore AI for recruitment:
Change Management: RPOs can ease the transition to automated processes and drive adoption through training and ongoing support. They can also develop training programs to upskill your in-house recruiters on using AI tools effectively and ethically in accordance with your internal AI policies.
Process Design: RPOs can redesign recruitment workflows to integrate AI tools. For example, PeopleScout’s Talent Diagnostic examines your talent lifecycle, evaluating your employer brand and your attraction strategy, as well as looking for ways to optimize the candidate experience through technology usage.
Ongoing Optimization: RPOs can continuously monitor and evaluate AI outputs and fine-tune processes. These insights will help you improve outcomes over time.
Compliance Monitoring: RPOs stay current on regulations affecting AI in recruiting to advise on lawful and ethical usage in conjunction with your internal legal team.
AI in Recruiting: Potential and Responsibility
AI has demonstrated tremendous potential to transform talent acquisition. As this handbook outlines, it’s no longer just hype, rather it’s delivering real impact across sourcing, screening, interviewing and candidate engagement.
The results you’ll experience from AI depend heavily on factors like data quality, transparency, integration with existing systems and processes, and governance to ensure responsible usage. AI solutions are meant to augment—not replace—the human touch in recruitment. Recruiters are invaluable when it comes to relationship building, coaching and negotiation, and AI can’t replicate what makes them uniquely human.
Looking ahead, the use of AI recruiting technology to connect people to purpose will only continue expanding. Cultivating an ethical, inclusive and values-based recruiting culture remains key when it comes to attracting employees who align with your organization’s mission. With human stewardship over AI in recruiting, the future of talent acquisition looks bright.
