eHealth Data Scientist Interview Questions
& Process
Real candidates share what happened, how many rounds they had,
and how the experience turned out.
Based on 9 interview experiences · FREE TO READ
Candidate interview experiences
First-hand accounts from people who interviewed at eHealth.
eHealth
Data Scientist
Mid Easy Negative experience No offer 2 rounds
Interview process
Recruiter call Take home Background check Offer
Interview formats
Technical Behavioral
I applied online and the recruiter reached out for a quick phone screen. The first question was about salary, which took me by surprise. It seemed like they hadn't hired for this role before, as the recruiter couldn't answer many of my questions. I was then asked to complete a technical skills exercise within 48 hours, which I did. When I followed up, I was told the feedback was good, but the recruiter didn't know the next steps. Four weeks passed with no communication, so I followed up again. Within 5 minutes, I received an automated rejection email. I asked for feedback but received none. I was confident in my solution, but it appears they aren't interested in engaging with candidates, even after they've completed a technical challenge.
Confirmed questions1 question
- What is your salary expectation?
eHealth
Data Scientist
Entry Difficult Positive experience No offer 3 rounds
Interview process
Take home Phone screen Technical screen
Interview formats
Technical Other
Started with a take-home test asking about ML projects and future role expectations. Then had a phone chat with the technical recruiter, followed by a technical chat with the hiring manager.
Confirmed questions2 questions
- How would you approach feature selection?
- Can you explain the difference between Sets and Lists, and other technical details?
eHealth
Data Scientist Intern
Intern Average Positive experience No offer 3 rounds
Interview process
Recruiter call Technical screen Onsite
Interview formats
Technical Coding Behavioral
It was a pretty standard interview process with 3 rounds. First, an HR phone screen. Then, a technical video interview focusing on Python Programming. Finally, an onsite interview with 5 team members covering ML, Deep Learning, NLP, Statistics, and the hiring manager.
Confirmed questions0 questions
No confirmed questions were included in this interview report.
eHealth Data Scientist Interview Questions
Quoted word for word from eHealth interview reports.
“Under what circumstances would accuracy not be a suitable validation metric?”
Read reports →“In what scenarios would you opt for mean squared error over mean absolute error as a loss function?”
Read reports →“How would you determine the correlation between numerical variables?”
Read reports →“Can you explain the difference between Sets and Lists, and other technical details?”
Read reports →“Can you explain SQL joins, aggregate functions, union, and nested select statements?”
Read report →“Describe your preferred model for binary classification and the reasoning behind your choice.”
Read report →“Can you tell me about your project palindrome?”
Read report →“Given a specific business scenario, how could data science be utilized to address it?”
Read report →“Could you complete an online assessment covering Python, Statistics, and Machine Learning?”
Read report →Formats, difficulty and experience
Across all 9 eHealth interview reports.