Lee Robinson has shared essential job search tips for engineers, emphasizing the importance of a concise and professional resume. He advises limiting resumes to one page, avoiding photos, and using GitHub to showcase coding skills. Robinson also highlights the significance of a strong online presence, recommending a well-crafted personal website and diligent LinkedIn maintenance. Robinson suggests tailoring application materials to each company, focusing on relevant priorities and explicitly mentioning AI skills to align with industry trends. He advises against using AI-generated cover letters and resumes to maintain authenticity and recommends including personal hobbies to foster human connections.