A master's in ML/AI could be beneficial, but it may not guarantee an edge. Hiring managers often prefer candidates with solid foundations in computer science, math, or statistics, paired with practical experience and strong soft skills. Your 5 years of software engineering experience and willingness to learn might be more valuable than a niche degree.