Metaview, an AI-powered scribe for recruiting, has unveiled its 2024 Year in Interviews Trends Report. Analysing over one million job interviews across more than 2,000 global companies, the report highlights the key topics shaping hiring conversations throughout the year.

AI’s growing influence, debates around workplace flexibility, and the evolving nature of discussions on company culture were by far the dominant themes.

There was a notable rise in mentions of AI during interviews, with a 35 percent increase observed throughout 2024. AI-related skills and trends like “prompt engineering” became increasingly prominent, especially within Engineering, Product, and Go-To-Market departments. Discussions surrounding AI agents also surpassed those about AI assistants, reflecting a shift in focus as technology advanced.

Workplace culture remained a critical talking point, with mentions of cultural alignment rising by 40 percent. However, diversity, equity, and inclusion (DEI) discussions dropped by 30 percent, partly attributed to high-profile companies such as Boeing and Ford scaling back DEI programmes. Candidates increasingly emphasised work-life balance, while interviewers focused on cultural fit, highlighting a need for shared values in a shifting employment landscape.

The Rise of AI Skills Across Departments

AI’s influence extended across industries, with a marked increase in candidates discussing AI skills without interviewer prompting. By November and December, AI mentions peaked; emerging topics like AI agents gained traction, with Engineering, Sales, and Marketing roles leading these discussions.

The increased demand for AI-related skills was clear in the programming languages referenced during interviews. The analysis revealed a surge in Python references, outpacing JavaScript mentions and aligning with Python’s emergence as the most popular language on GitHub due to the growing adoption of generative AI. These trends point to AI as a differentiator for talent acquisition across roles – a pattern expected to continue into 2025.

Shifts in Workplace Culture Conversations

While discussions around DEI declined, company culture became a major focus in 2024. Cultural fit came up as a priority, becoming the second most-used phrase by interviewers, with candidates consistently voicing expectations for work-life balance. The debate over flexible working arrangements remained central, with remote work preferences surpassing mentions of hybrid models.

This shift is indicative of evolving workplace priorities, particularly as companies increasingly mandate office returns. The peak in “return-to-office” discussions during October highlights this tension, as candidates persist in prioritising flexibility.

Mentions of resilience, adaptability, and problem-solving rose steadily, aligning with the skills most in demand according to LinkedIn. Additionally, confidence in job security improved, with references to layoffs and economic downturns declining by the year’s end.

A Look Ahead to 2025

Metaview’s findings suggest that AI’s integration into hiring conversations and skill requirements will only deepen in the coming year. Candidates with technical expertise and adaptability will remain highly sought after. Similarly, workplace culture will continue to be a key factor in attracting top talent, with organisations balancing flexibility with their operational needs.

Siadhal Magos, co-founder and CEO of Metaview, said, “Nowhere are the motivations and driving forces of today’s job market more laid bare than in conversations between interviewers and candidates. As AI continues to change the face of what virtually every job looks like, organizations are increasingly seeking out candidates who are future-proofing their skills. To win in today’s market, it’s more important than ever for employers to seek out candidates who match their working norms and values.”