Several steps including recruiter, pre screen, code exercise, case study problem, behavioral rounds, hiring manager round. Overall, some rounds were harder than others and it really depends on your strengths.
Interview questions [1]
Question 1
They asked to solver an example problem similar to the types of problems they encounter on the job.
HR worker asked questions from job listing while AI listened and summarized answers for engineering manager. Was clear HR did not have knowledge of technical questions being asked, which made for lightly awkward wording and difficulty in answering.
I applied online. The process took 2 weeks. I interviewed at Powin Energy (Portland, OR) in Jan 2025
Interview
HR screen followed by a CoderPad test. The test was ridiculous. 50 minutes for 11 questions, some simple multiple choice, some complicated transformations of tabular data with very stringent time limits. Just barely enough time to read and understand the question and physically type the solution. It did not address data science or machine learning problems, just "can you rearrange this data before the timer runs out". Perfect recall of very specific Pandas operations was needed to get the solutions within the time limits.
Pay for the level of experience they expected was about $50k below market rate. Ghosted after the test.
Interview questions [1]
Question 1
Limit values in a dataframe to a 25-75 interquantile range.