Hey, As a marketer SEO does a lot with web design. both are tied with each other web design helps crawlers to crawl a better version of a website. web design is also based on UI/ UX which is more important to interact with users.
Web design affects user retention and user experience. If someone clicks away in an instant once viewing your site... then you probably need to work on it more.