The renowned singer-songwriter known for "Like a Rolling Stone" is Bob Dylan. As a pivotal figure in the music industry, Dylan's work in the 1960s revolutionized popular music, incorporating poetic lyrics and social commentary. His influential style continues to inspire artists across various genres.