When hiring, top firms like McKinsey value a candidate's ability to articulate a deliberate, logical problem-solving process as much as their past successes. Having a structured method shows you can reliably tackle novel challenges, whereas simply pointing to past wins might suggest luck or context-specific success.

New AI tools often have flawed user experiences. Instead of just getting frustrated, create a detailed product breakdown with recommendations for improvement. Sending this to the company serves as a powerful "warm intro," showcasing your product skills and providing value before you're hired.

To build relationships with potential mentors or sponsors, replace the extractive ask of "Will you mentor me?" with the value-added offer of "How can I help you?". This non-transactional approach demonstrates your worth, builds genuine rapport, and makes influential people want to invest in your career.

A powerful, non-traditional way to break into a competitive field like AI is to identify a company's core research hub and offer your services for free on off-hours. This demonstrates passion and provides direct access to opportunities before they become formal roles, allowing you to bypass traditional application processes.

Unless actively job hunting, your 'About' section should not be a resume. Instead, write it from your ideal client's perspective, focusing on the problems you solve and the services you offer. This transforms your profile from a CV into a powerful sales tool.

To get hired in a competitive market, stop spamming resumes. Instead, consistently create and publish content on platforms like LinkedIn that showcases your expertise, knowledge, and passion for your craft. This demonstrates value and attracts opportunities, making you a magnet for recruiters rather than just another applicant.

When conducting cold outreach to hiring managers or other employees, your primary call-to-action should not be a request for a meeting. Instead, make the ask a low-lift action: 'Please forward this resume to your recruiting partner.' This drastically increases the likelihood of reaching the right person.

In a competitive market, simply applying for a job is not enough. The key to winning is to identify the ultimate decision maker and find a creative way to get their direct attention. Successfully doing so is like catching the 'golden snitch' in Quidditch—it virtually guarantees a win.

For high-level leadership roles, skip hypothetical case studies. Instead, present candidates with your company's actual, current problems. The worst-case scenario is free, high-quality consulting. The best case is finding someone who can not only devise a solution but also implement it, making the interview process far more valuable.