Why do you use this technique in your research?
Associate Scientist Ii Interview Questions
702 associate scientist ii interview questions shared by candidates
The SQL was queries involving 3 or 4 tables, CTE, and lags. Like the sum of product through the month by client, the consecutive months a particular client bought. The hiring manager interview was focused on projects and experiments mostly. Some statistical questions, understanding FP, FN.
How would you approach a subject matter when you had disagreement with your mangers or supervisors?
Core ML, Deep learning etc.
Describe PCA , Regression, regression metrics, logistic regression, bias variance tradeoff, regularization techniques
Leetcode + LLM knowledge first a quick introduction from both sides then one medium level leetcode question followed by a lot of LLM related questions, also asked about projects on resume
How would you define Success?
Describe [specific experience from resume]
1. I was asked about sampling designs. Data may be too large to fit into a model, so what's an appropriate sampling design? (More conceptual, less theoretical) 2. I was asked about data integrity and validation. Data cleaning, detecting anomalies, etc. 3. How would you handle missing data? What are some common statistical data imputation techniques? 4. How would you detect outliers? What is an influential outlier? 5. I was asked about model/variable selection process. 6. I was asked about technical skills: Python, Perl, C++, Unix 7. Why do you want to work at FICO?
concepts of Java/OOP - Inheritance, Static, Threading, etc.
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