A large-scale scientific study, published on the prestigious platform arXiv on June 5, 2025, shook up perceptions of professional realization in the digital era. A team of researchers from Australia, the USA, and the United Kingdom conducted an in-depth analysis of over 2.5 million job postings in information technology.
The results reveal an extremely indicative trend: only 1% of computer science bachelor graduates fully meet current requirements for positions such as machine learning engineer without additional certification. The contrast is impressive - holders of the Microsoft AI-900 (Azure AI Fundamentals) certificate demonstrate significantly higher labor market adaptability.
The most surprising findings are related to professional diversification. Specialists outside the classic technological profile, such as medical workers who have acquired AI certificates, show an incredible leap in their suitability - up to 9296% higher probability of appointment as machine learning engineers.
The study categorically demonstrates that professional certificates in the field of artificial intelligence are no longer just an additional qualification. They are becoming a key tool for career development, valid not only for STEM specialists but also for professionals from various sectors.
The research team's conclusion is unambiguous: a modern successful career in the IT sector is no longer determined solely by an academic diploma. Leading are the practical skills acquired through targeted certification programs, especially in dynamic areas such as artificial intelligence, data analysis, and automation.
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