What do you do if machine learning is used in the interview process?

If machine learning is used in the interview process, familiarize yourself with common algorithms and concepts to better understand how they might be applied. Prepare by reviewing relevant literature and practicing with mock interviews or coding challenges that incorporate machine learning components. Emphasize your understanding of fundamental principles and demonstrate your ability to apply them in practical scenarios. Additionally, showcase your problem-solving skills and creativity by approaching challenges from different angles and explaining your thought process clearly. Be adaptable and open-minded, as machine learning algorithms may vary in complexity and application across different organizations.

Review and understand the algorithms and biases used in the process, like the different types of machine learning (supervised, unsupervised, reinforcement learning), model evaluation metrics, feature engineering, and more.

- An ML helps a recruiter make a shortlist for the best fit especially when they anticipate huge applications. To "cheat" the ML (ATS), look for the emphasized words and core skills in the job description. Do NOT plagiarize the job description content. Thinking beyond "cheating" the ML; reflect on how to creatively weave what you have identified as keywords into your CV to impress the human recruiter to increase the chances of landing an interview. I have seen candidates plagiarize the job description content to incorporate keywords in their CVs which shows lack of creativity.

I will customized my CV for each job I applied for, studying the job description and incorporating relevant keywords and phrases. I will used keywords in my summary, skills section, work experience descriptions, and education section. I will also emphasized my relevant work experience, skills, and achievements in a clear and concise manner. I will also avoid using complex language or jargon that the algorithm may struggle to understand.

I will Rehearse and Reharse : I will practiced answering common interview questions, and even record myself to evaluate my body language and verbal delivery. it will helped me identify areas for improvement! I will also Familiarize myself with assessments: I researched the format and types of questions I might face, and took online practice tests to get a feel for what to expect. It helped me stay calm and focused during the actual assessment.

It wasn't easy - it took practice to find the right balance between being professional and being authentic. But the result was worth it. I started to feel more confident in my responses, and I could sense that the algorithms were picking up on my genuine enthusiasm and passion. Don't make the same mistake I did. Remember that authenticity can resonate even through a digital medium. Be yourself, and let your unique voice shine through. It may just be the thing that sets you apart and helps you succeed in an ML-assisted interview."