Real, anonymous reports from people who interviewed for Data Scientist at Blend360, newest first and distilled into what to expect across the loop.
My process was pretty long and ended up feeling oddly disconnected across rounds. I started with an OA and then went into a run of interviews where each person asked basically the same types of questions, but the interviewers didn’t really coordinate with each other. Between interviews, there wasn’t much communication, so the experience felt repetitive instead of building in a thoughtful way.
The first step for me was an online screen using an invasive testing tool. The questions were not hard technically, but the way they were worded was confusing and seemed open to multiple interpretations. It also felt unfair in how the phrasing landed depending on someone’s background, and that bothered me enough that I told the hiring manager.
Candidates typically start with an online assessment that includes questions on Python, SQL, and machine learning. The assessments are generally straightforward, but some candidates found the phrasing confusing or open to interpretation.
The interview process often includes multiple rounds with a mix of technical and behavioral questions, but candidates report a lack of coordination among interviewers, leading to repetitive questions and a disjointed experience.
Interviews tend to emphasize foundational technical skills, with questions on machine learning concepts and data science algorithms, but the depth of technical evaluation can vary, leaving some candidates feeling the process lacked rigor.
Candidates are often required to present a past data science project, which is a significant part of the evaluation process. However, the lack of guidance on expectations for the presentation can lead to confusion and stress.
Many candidates expressed frustration with the communication throughout the process, noting long periods of silence and a lack of feedback after interviews, which contributed to a feeling of being undervalued.
The overall candidate experience can feel disorganized and uncomfortable, with some reporting a lack of respect for their time and effort, leading to a negative impression of the company's hiring process.
