ML Knowledge

Can you suggest effective ways to report machine learning results to stakeholders?

Machine Learning Engineer

Square

Google

Snap

Netflix

Intuit

Yandex

Did you come across this question in an interview?

Answers

Anonymous

3.6Strong
I would want to understand what parameters the stakeholders are looking to optimize for. I would also want information about the technical understanding of the stakeholders. Considering that I have this information, I would communicate with tech stakeholders with ML evaluation metrics which give a comparison between multiple models. With the non tech stakeholders, I will be specific about the optimization parameter and explain the results with examples within the dataset.
  • Can you suggest effective ways to report machine learning results to stakeholders?
  • How would you communicate the findings of a machine learning project to stakeholders?
  • In your opinion, what's the ideal way to present machine learning results to decision-makers?
  • What are some techniques you use to effectively share the insights of machine learning with stakeholders?
  • When reporting machine learning results, what approaches do you think work best for ensuring that stakeholders understand the findings?
  • Can you discuss your strategy for presenting the outputs of a machine learning project to non-technical stakeholders?
  • How do you make sure that your machine learning results are communicated in the most impactful way to stakeholders?
  • What communication methods do you find most effective when conveying technical concepts of machine learning to those less familiar with the subject?
  • When it comes to sharing machine learning results with stakeholders, what steps do you take to ensure they are actionable?
  • Explain your approach to explaining the results of a machine learning model to stakeholders who may not have a technical background.
  • What is the best way to communicate ML results to stakeholders?
Try Our AI Interviewer

Prepare for success with realistic, role-specific interview simulations.

Try AI Interview Now

Interview question asked to Machine Learning Engineers interviewing at Google, Square, Netflix and others: Can you suggest effective ways to report machine learning results to stakeholders?.