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🧐 Question
Medium Feature Selection Strategy
How do you approach feature selection in a machine learning model to ensure optimal performance and interpretability, and can you discuss a specific scenario where your feature selection strategy led to significant improvements in model accuracy?
Medium Outlier Detection and Handling
Can you explain the process you follow to identify and handle outliers in a dataset, and provide an example of how you have successfully dealt with outliers in a previous project?
Medium Communicating Complexity
Describe a situation where you had to communicate a complex idea to a non-technical stakeholder. How did you ensure effective communication and understanding? What strategies did you use to overcome any potential misunderstandings?
Medium Team Dynamic Challenge
Can you provide an example of a time when you had to navigate a challenging team dynamic to successfully deliver a project? How did you approach the situation and what was the outcome?

	🧐 Question	🔧 Skill
	Medium Feature Selection Strategy	2 mins Data Analysis
How do you approach feature selection in a machine learning model to ensure optimal performance and interpretability, and can you discuss a specific scenario where your feature selection strategy led to significant improvements in model accuracy?
	Medium Outlier Detection and Handling	2 mins Data Analysis
Can you explain the process you follow to identify and handle outliers in a dataset, and provide an example of how you have successfully dealt with outliers in a previous project?
	Medium Communicating Complexity	2 mins Soft Skills
Describe a situation where you had to communicate a complex idea to a non-technical stakeholder. How did you ensure effective communication and understanding? What strategies did you use to overcome any potential misunderstandings?
	Medium Team Dynamic Challenge	2 mins Soft Skills
Can you provide an example of a time when you had to navigate a challenging team dynamic to successfully deliver a project? How did you approach the situation and what was the outcome?

	🧐 Question	🔧 Skill	💪 Difficulty	⌛ Time
	Feature Selection Strategy	Data Analysis	Medium	2 mins
How do you approach feature selection in a machine learning model to ensure optimal performance and interpretability, and can you discuss a specific scenario where your feature selection strategy led to significant improvements in model accuracy?
	Outlier Detection and Handling	Data Analysis	Medium	2 mins
Can you explain the process you follow to identify and handle outliers in a dataset, and provide an example of how you have successfully dealt with outliers in a previous project?
	Communicating Complexity	Soft Skills	Medium	2 mins
Describe a situation where you had to communicate a complex idea to a non-technical stakeholder. How did you ensure effective communication and understanding? What strategies did you use to overcome any potential misunderstandings?
	Team Dynamic Challenge	Soft Skills	Medium	2 mins
Can you provide an example of a time when you had to navigate a challenging team dynamic to successfully deliver a project? How did you approach the situation and what was the outcome?

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Singapore (HQ)
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