5 steps in total. All in English. 1st Step (online) : Apply on the website + online assessment : 4 questions, 2 pyspark, 1 SQL, 1 data ingestion. 90 minutes. threshold : 400/600. 2nd Step (online) : HR interview, 15 mins, Few technical questions + behavioral fit (they see if you are motivated enough) 3rd Step (online) : 1 hour technical interview with senior data engineer, 30 minutes CV walk through, technical assessment of your understanding of core data concepts, cloud ... 30 mins live coding session : SQL or CP problems (python) or Pyspark (on DataFrame). 4th & 5th step (onsite, same day): 30 minutes each with data principal and partner; CP problems + questions about core data engineering concepts and SQL or Pyspark. Whole process took about 2 months. Overall you need to prepare CP problems !!!, SQL and pyspark. English Mandatory.