Started with a short screening call. Then three technical interviews covering stats, ML, coding, infra, and AI solution design. Last round is a more relaxed chat about fit and culture. Overall, the process is friendly and straightforward.
Interview questions [1]
Question 1
A manufacturing company wants to minimize downtime by predicting equipment failures before they happen. How would you design a solution for this? Discuss how you’d handle sensor data quality, deployment on the factory floor, and scaling across multiple facilities.
I applied online. The process took 3 weeks. I interviewed at Ample Insight
Interview
The first 2 rounds of interviews were more technical questions relating to engineering, database, stats, and machine learning. The subsequent rounds were mostly focused on solution and data design. Overall process was handled well. Expectations were set early.
Interview questions [1]
Question 1
- Database schema designs for different products and business objectives.
- Given a particular business and technical objective, how would you design a machine learning solution.
I applied online. The process took 1 week. I interviewed at Ample Insight (Toronto, ON) in Aug 2022
Interview
Just had 2 steps: First, an introductory call with the CEO where we went over my background and asked some basic questions on python, statistics, ML, and data engineering. In the 2nd round we had a system design problem on a google sheet.
