Making Talent Acquisition and Development More Efficient, Inclusive, and Personalized

BY Jennifer Yoshikoshi | May 07, 2025

In 2025, it will take an average of six months for an unemployed person to find a job, according to the Wall Street Journal. While many people seek employment, companies are now seeing an overwhelming amount of job applications and with such an influx of submissions recruiters are finding it difficult to keep up.

As artificial intelligence has become a key tool in the world, companies must learn to evolve with technology and learn how to utilize it as a way to mobilize their work and increase efficiency. Using AI for talent acquisition and improving candidate experiences was the top discussion during an executive panel discussion moderated by KING 5 News anchor Jake Whittenberg at From Day One’s Seattle conference.

Recruiting and Acknowledging Job Candidates

LHH is a company that specializes in supporting individuals and organizations with recruitment, career transitions, leadership development and more. It receives over 300 million applications a year from around the globe, says Erin Bogdanovich, vice president of innovation of LHH.

A common dissatisfying factor in the job application process is being ghosted, only having access to a chat bot, not being acknowledged and never hearing back from a recruiter. With so many applications being submitted daily, AI has been serving as an effective way to give each candidate the acknowledgement and personal support that they need to find the right jobs for them, Bogdanovich says.

Amazon also utilizes AI to help recruiters identify if one applicant’s skills can be applied to other open positions that the person may not have applied to. While technology can be helpful, Anthony Palumbo, head of talent acquisition for Amazon ads and IMDB, says it’s still important to maintain human interactions. “I think that the key is applying technology using high judgment, preserving candidate experience, but not eliminating the human aspect of what we do,” said Palumbo.

Improving the candidate experience is the same as providing positive customer service. For many companies like Uber and Amazon, job candidates are going to be current customers. Jack Leitch, head of talent acquisition programs and enablement at Uber, said this is a “double edged sword.” In these situations, a negative job application process could impact how the candidate feels about the company and its services. “You have to kind of consider your impact on the business with what you do with your candidates,” he said.

At LHH, Bogdanovich said the company has a candidate portal for any jobs they apply to. It shows them real time updates to their application and provides transparency to candidates.

Finding the Balance With AI

Using AI can help speed up certain processes while also ensuring that customers and recipients of the service are still receiving quality care. Although the human aspect is still important, some processes can be better done by technology.

Panelists spoke about "Making Talent Acquisition and Development More Efficient, Inclusive, and Personalized"

Roz Francuz-Harris, vice president of talent acquisition at Zillow, says the best method is to provide options for people on when they want to see automated tasks and when they would prefer to speak to a real representative. For example, when you enter the Zillow career site and upload your resume, an AI assistant can recommend jobs that match your skills and later in the process an option to speak to a recruiter can be given as a choice. 

“It’s that duality. It’s giving me optionality, not one or the other. I think what makes AI so special is when it goes hand in hand with the human experience,” said Francuz-Harris.

This human experience paired with AI can be useful to process tasks for technical jobs. These elements can slow down recruiters and lead to tasks getting held up because the manpower is not enough, said Carl Sanders-Edwards, CEO and founder of Adeption.

By using AI for efficiency, it frees up more time for recruiters to think more strategically about how they can better engage with job candidates and recruit the right people with the best skills the company needs, says Leitch.

Now that AI is able to complete more repetitive tasks which were formerly done by recruiters, those same employees now have to go through a transition phase to relearn how to focus on the more human parts of the job. In order to do this, they have to learn how to leverage AI technology and learn how to maintain human connection, says Sanders-Edwards.

He also added that the most important skill in candidates is the “skill to acquire skills.” The ability to adapt and evolve to new challenges and learn from them is one of the most important qualities, he says.

Francuz-Harris emphasized this when she said, “AI will not replace recruiters. Recruiters who don’t learn to use AI will be replaced.” With the rise of new technology, employees need to learn to evolve to changes.

The message to not be afraid of technology was adopted by panelists during this conversation, echoing Francuz-Harris’s sentiments. “Don’t be afraid. You’re going to mess it up. We’re all going to mess it up and do the wrong thing. Do it fast, and then pivot if you need to,” said Leitch.

Jennifer Yoshikoshi is a local news and education reporter based in the San Francisco Bay Area.

(Photos by Josh Larson for From Day One)

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