Huatai Securities Quantitative Analyst Interview Questions
& Process
Real candidates share what happened, how many rounds they had,
and how the experience turned out.
Based on 8 interview experiences · FREE TO READ
Candidate interview experiences
First-hand accounts from people who interviewed at Huatai Securities.
Huatai Securities
Quantitative Researcher
Intern Easy Positive experience Accept offer 5 rounds
Interview process
Recruiter call Technical screen Onsite
Interview formats
Technical Behavioral
So you pick teams to rotate in and HR tells you if they'll interview you. Then you have a bunch of interviews in one day with those teams.
Confirmed questions6 questions
- Can you explain basic concepts such as multicollinearity?
- What about basic concepts like heteroscedastic problems?
- What do you know about Lasso regression?
Huatai Securities
Quantitative Researcher
Entry Average Neutral experience No offer 2 rounds
Interview process
Technical screen Technical screen
Interview formats
Technical Technical
The interview involved a 30 min general assignment and a 35 min financial knowledge test over two days. The questions weren't specific to the quant role but covered general topics and some basic math.
Confirmed questions4 questions
- Could you fill in a bar chart to show price changes?
- Answer some general assignment questions.
- Respond to questions about financial knowledge.
Huatai Securities
Quantitative Analyst
Mid Average Positive experience Accept offer 3 rounds
Interview process
Technical screen Group Presentation
Interview formats
Technical Group Presentation
So first they hit us with some probability questions and brain teasers. After that, we all met up for intros, then got split into groups to talk about some non-quant stuff. In the end, each group picked someone to give a summary.
Confirmed questions1 question
- Given n days and probabilities pi for each day, with k people, show that the probability Pk that no two people share a birthday is maximized when pi = 1/n for all i.
Huatai Securities Quantitative Analyst Interview Questions
Quoted word for word from Huatai Securities interview reports.
“Given n days and probabilities pi for each day, with k people, show that the probability Pk that no two people share a birthday is maximized when pi = 1/n for all i.”
Read reports →“Can you explain the difference between Ridge and Lasso?”
Read reports →“What about Ridge regression?”
Read reports →“What do you know about Lasso regression?”
Read reports →“Could you fill in a bar chart to show price changes?”
Read report →“Could you list more than three methods for creating factors based on daily quantity and price data?”
Read report →“What about basic concepts like heteroscedastic problems?”
Read report →“What are your thoughts on the given argument?”
Read report →“Can you explain basic concepts such as multicollinearity?”
Read report →Formats, difficulty and experience
Across all 8 Huatai Securities interview reports.