Have you ever worked with binary classification? Have you encountered class imbalance in such tasks, and what can be done about it?
Middle
141
Machine Learning / AI
3697
0
What is Aston's role in the project workflow?
Middle
141
Tell about the project for employee turnover prediction: business problem, ML task setting, metrics, and data.
Middle
140
Which project interests you the most?
Middle
140
Tell us about a clustering task.
Middle
139
In which sphere do you plan to develop in the future?
Middle
137
What interested you in our company?
Middle
136
Tell me in general, how did you work at your last job (DOM.RF), what were you responsible for, how did your workday go, and what are the current tasks for the CorpGPT project (corporate RAG)?
Senior
136
Do you already have offers in hand?
Middle
133
Which growth do you find more interesting: vertical or horizontal?
Middle
133
Is a precision of 700 sales per million selected clients good in a rare conversion task?
Middle
133
What are your salary expectations and is the amount specified before or after taxes?
Middle
117
From the mentioned areas — search and ranking, recommendations and personalization, CRM, product accessibility, demand forecasting or non-product analytics — which is closer to you?
Middle
81
How actively are you currently looking for a job or are you passively observing the market for now?
Middle
73
Where are you territorially located and what work format do you consider: office, hybrid, or remote work?
Middle
52
Do you have any questions about the company, teams, or interview process?
Middle
45
How did you address hallucinations in RAG and what metrics did you use to confirm answer quality?
Middle+
42
Describe the technology stack, development process, responsibility distribution, and your role in projects.
Middle+
40
Which areas, tasks, and technologies do you consider as priorities for your future work?
Middle
22
What is your current status: actively looking for a job or considering offers selectively?
Middle+
21