J'ai postulé en ligne. Le processus a pris 1 semaine. J'ai passé un entretien chez Ample Insight (Toronto, ON) en août 2022
Entretien
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.
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.
Questions d'entretien [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.
J'ai postulé en ligne. Le processus a pris 3 semaines. J'ai passé un entretien chez Ample Insight
Entretien
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.
Questions d'entretien [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.