Shift Technology Data Scientist interview experience

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Medium

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SingaporePosted Mar 2026 · Candidate report, summarized by Dataford

My first real technical moment was a case-study style exercise where I received a very short prompt package: one page of requirements and problems, and one page of existing code.

The code itself was unusual, and I remember struggling to understand what they were trying to measure, since it involved unwrapping what would normally be a single Python line into a more low-level, C-like implementation. It was hard to map the exercise to a clear “what are they assessing?” signal.

Later, the interview sequence stayed fairly technical but felt even more dependent on communication style than I expected, because everything I did was in English. The technical rounds were relatively straightforward, and everyone I spoke with was kind, but I found myself wanting more

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