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FAANG interview invitation for MLE but I am a Data Scientist, should I decline?

Our take

Receiving an interview invitation for a Machine Learning Engineer role at a FAANG company can be exciting, but it also raises important questions, especially if your background is primarily in Data Science. If preparing for an MLE interview feels daunting and you lack experience in that area, it’s reasonable to express your preference for a Data Scientist position. Communicating your strengths to the recruiter can lead to a more suitable opportunity.

I got an interview invitation for a Machine Learning Engineer role at a FAANG company. There are two issues. I am not an MLE, so preparing for it feels nearly impossible. Also, I have never even interviewed for an MLE interview, let alone at FAANG.

I am currently a Data Scientist and have been interviewing, so I feel good about my preparation for DS roles. Can I tell the recruiter that I believe I am a better fit for a DS role than MLE? Do you have any other suggestions?

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