AI in Hiring and HR
Last updated · 1 min read
Where AI meets your job application
Resume screening is the front door: systems rank applications against the job description before a human looks. Practical consequence — mirror the posting's actual vocabulary, and know that PDFs that parse as text beat scanned images.
Interview scheduling, assessments and chatbots handle the logistics; generative AI drafts job posts and rejection letters. On the employer side, Notion-AI-style assistants answer "how many vacation days do I have?" without a ticket.
The bias problem is structural, not hypothetical
Train on ten years of past hires and the model learns ten years of past prejudice — Amazon famously scrapped a recruiting model that penalized resumes containing the word "women's". That is why New York City's Local Law 144 requires bias audits and candidate notice for automated hiring tools, and why explainability is becoming a legal question, not just an ethical one.
What job seekers should do
Ask whether AI is used in screening (many jurisdictions now require an answer), keep applications in plain text formats, and remember the bright spot: the same tools help you tailor a resume in minutes rather than hours.