Machine Learning / AI
Do you have offers in hand or final stages with other companies?
What is important to you in a company besides finances?
AstonTell us about yourself and the tasks you have performed.
In which sphere do you plan to develop in the future?
AstonHow important is it for you to influence task setting and project architecture?
AstonFind all clients in January who had at least one sale after communication within 30 days. sales id customer_id amount sale_date [phone] communications id customer_id type comm_date partition_date 1 1 mail [phone] call [phone] call [phone] email [phone] sms [phone] #There is a list, you need to write a function that returns two lists, one with normal values, and the other with anomalies. Let's assume for now that an anomaly is a value that exceeds the average data = [100, 200, 150, 5000, 1300, 120, 700, 2000, 200]
What tasks are you facing? What stack do you mainly use?
AstonWas this a classification or time series task? How was time considered during training and testing?
Was there a checklist that the operator had to follow during the call, or was the check performed without it?
Is your role in the team exclusively development?
AstonIs the workday flexible or strict?
AstonAre you actively looking for a job now?
AstonTell us about a clustering task.
Do you know what a scoring model is?
Tell us about one of the recent classification tasks and describe its pipeline.
What is Aston's role in the project workflow?
AstonWhat metrics did you use, how much data was there, and what was the class balance?
In which domain do you feel most confident today?
AstonWhich project interests you the most?
AstonHow many features will you take from the feature store and how will you select them if all 5000 features are valid and without leaks?