During a recent interview process I was given a take home assignment for data engineering. Well, I had to wait two weeks for the team to come up with a take hom

During a recent interview process I was given a take home assignment for data engineering. Well, I had to wait two weeks for the team to come up with a take home since they didn't have a data engineering assignment at the time. Eventually they sent it to me with a 2 hour time limit. I read the multi-page problem description which had bulleted requirements at three different places in the document, somewhat at odds with one another. There was a request to code a certain NLP technique from scratch and create a recommendation engine based on similar user history. I read through the sample data which had no notion of individual users or any table like that. The whole thing seemed like something copied and pasted together by committee, with a strong smell of "PhD CTO" trying to test for intelligence by quizzing on an esoteric corner of their own grad school experience. After about an hour of trying to figure out conceptually how I could begin to implement the things asked, let alone the 6+ hours I thought it would take in practice, I emailed the recruiter back and said "Thanks but no thanks!" My other recruiter friends later confirmed that they had burned through almost every firm in town with their ridiculous take home exams that no candidate could pass within the allotted timeframe. I think bailing was a good choice.