Which jobs are most vulnerable to the AI wave? Former Microsoft executive Rob Collie said that it’s not necessarily a specific profession that we should be wary of, but rather jobs where “newcomers can get up to speed and achieve actual performance in just two weeks.” These positions typically have fixed processing workflows and lower professional thresholds, making them more susceptible to being replaced by AI.
Collie, who worked at Microsoft for 13 years leading business intelligence for Excel and contributing to the early development of Power Pivot and Power BI, admitted to feeling afraid as AI rapidly transforms the workplace, despite his strong technical background. He told Entrepreneur, “Even I can’t stay out of it.”
However, after delving into how businesses can leverage AI, Collie’s perspective on the technology gradually changed. What once scared him about AI became the focus of his career. He founded the data analytics and AI consulting firm P3 Adaptive, serving as CEO with around 50 employees, helping businesses utilize AI to rethink workflows and approaches to work.
Collie pointed out that the impact of AI extends beyond “job replacement” and could also reshape how companies hire, redefining who can develop software, solve operational issues, and become indispensable talents within a company.
He believes that entry-level jobs that can be quickly picked up are more likely to be affected by AI. Judging whether a job is easily replaceable by AI can be determined by how long it takes newcomers to be trained and gain the experience to independently carry out tasks. He said, “Entry-level positions that are most easily replaceable by AI are usually those where new employees can demonstrate job capabilities in just two weeks.”
Using customer service representatives as an example, these roles often involve following established rules and processes to respond to inquiries, with standardized content that can be easily organized for AI to learn and handle. In contrast, jobs requiring years of experience, professional judgment, and handling complex interpersonal relationships are not as easily fully replaced by AI.
Collie further emphasized that the impact of AI is not just about “replacing existing jobs,” but could also alter how companies hire. Companies may reduce hiring inexperienced newcomers due to AI, making it harder for younger individuals to land their first job. For instance, positions that previously didn’t require work experience now demand applicants to have 3 years of experience.
He believes that job seekers should no longer rely on the idea that the future workplace will return to a model where “lack of experience can lead to entry-level roles, gradually accumulating experience.”
Given that no one can accurately predict which jobs AI will alter first or how quickly changes will occur, Collie suggests not betting the future on a single job but rather developing the ability to adapt to different roles early: learning to effectively utilize AI.
He recommends that employees and job seekers learn AI skills as soon as possible and apply them in their work rather than just using ChatGPT as a tool for handling simple tasks. Collie says he encourages employees to identify workflows suitable for AI use to improve efficiency and establish dedicated AI assistants to execute tasks based on instructions, documents, and data.
He stressed that ideal employees should first consider “which AI tool can help complete the work faster and better” when receiving tasks. Furthermore, professionals should use AI to enhance their decision-making abilities rather than letting AI think on their behalf. The more familiar one is with the company’s workflow, the more opportunities there are to utilize AI effectively and create tools to solve problems.
In conclusion, Collie stated that AI is not just for replacing human labor but can also equip companies with capabilities they didn’t have before. Companies that view AI solely as a tool for downsizing may miss out on its true value.
This article was referenced from Entrepreneur magazine.