Data Scientist applicants have rated the interview process at Cambia Health Solutions with 3 out of 5 (where 5 is the highest level of difficulty) and assessed their interview experience as 100% positive. To compare, the company-average is 57.3% positive. This is according to Glassdoor user ratings.
Candidates applying for Data Scientist roles take an average of 18 days to get hired, when considering 3 user submitted interviews for this role. To compare, the hiring process at Cambia Health Solutions overall takes an average of 33 days.
Common stages of the interview process at Cambia Health Solutions as a Data Scientist according to 3 Glassdoor interviews include:
Phone interview: 43%
Skills test: 14%
One on one interview: 14%
Background check: 14%
Drug test: 14%
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I applied through an employee referral. The process took 3 weeks. I interviewed at Cambia Health Solutions (New York, NY) in Apr 2016
Interview
It went very well. Two rounds of phone interview in total. And the questions are some typical machine learning. All of the interviewers are nice and patient. The first round is mainly about the resumes and some following up questions and the second round has both resume questions and basic algo&DS question. They using an online code pad which is almost a white board.
I applied online. I interviewed at Cambia Health Solutions (Portland, OR) in Apr 2021
Interview
Initial interview with hiring manager with a variety of questions regarding statistics, machine learning, deductibles, general knowledge of health insurance industry. I accepted another position before proceeding to the next rounds, which they mentioned involved some combination of an assessment along with a panel interview.
Interview questions [1]
Question 1
What is overfitting? How do you identify it? How do you combat against it?
What is a hyperparameter? What are some hyperparameters of a tree-based machine learning algorithm?
What would be the pros and cons for having high deductibles?
What are some stories of people who have difficulty accessing medical care?
I applied online. The process took 2 weeks. I interviewed at Cambia Health Solutions in May 2016
Interview
Very quick and speedy. Took less than 2 weeks (from the first contact from the HR to the final offer letter). First call was from the HR, followed by two technical rounds on Skype. Final decision was conveyed both on email and a call from the HR.
Interview questions [2]
Question 1
Basic machine learning questions about feature reduction and engineering techniques