Your question is Applying Machine Learning Techniques. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
How do you incorporate machine learning techniques into your research at Ipsos?
Explain how you would identify a suitable research problem, prepare survey or behavioral data, select and train an appropriate model, validate it without leakage, and communicate uncertainty and limitations. Include a practical implementation outline using a representative dataset supplied by the interviewer. Address interpretability, bias, missing data, and how model outputs would complement rather than replace research methodology.