Top 50 Interview Questions about AI, VR, Machine Learning & more!

by Kelsey Arrington on Jan 30, 2023

These days, artificial intelligence and machine learning are hot-button topics, with businesses and individuals finding innovative ways to implement this evolving technology. But, what impact will the popularity of AI have on job interviews? While we can’t predict the future, we’re confident that as this tech continues to advance, candidates will hear more and more interview questions that test their knowledge of AI, AR, VR, and algorithms. If this sounds daunting, don’t fret! Below, we’ve curated a list of the top interview questions about AI, machine learning models, and more. Just keep reading.

In this post:

• 5 Tips for Talking About AI With A Prospective Employer
• 10 Interview Questions About Artificial Intelligence (AI)
• 10 Interview Questions About Machine Learning
• 10 Interview Questions About Algorithms
• 10 Interview Questions About Augmented Reality (AR)
• 10 Interview Questions About Virtual Reality (VR)

5 Tips for Talking About AI With A Prospective Employer

The idea of artificial intelligence can be a little jarring, so experiencing feelings of nervousness when faced with a discussion about AI is totally normal. The good news is that Authentic Jobs is here to help! Here are a few tips for discussing AI and related concepts in a conversation with your future boss.

Do your research.

Research the current trends in AI and see if the company you’re applying for is using them. Dig around on the company’s website and search for any news coverage that talks about their work. You’ll want to gain an understanding of the company’s current and potential future use of artificial intelligence. This preliminary research will help you determine if your skills and professional experience align with the business needs.

Become more familiar with AI concepts.

Can you talk about human-centered artificial intelligence? Have you experimented with the latest AI-powered text-to-image generation software? Have you worked with AI concepts directly? If you couldn’t answer these simple questions with confidence, we implore you to do more research on AI concepts, experiment with them, and become familiar with them prior to an interview.

Share specific examples of your knowledge.

If you’re already knowledgeable of AI, machine learning models, algorithms, and other computer science concepts; you’re ahead of the curve! However, it would help if you still focused on presenting that knowledge in a palatable way to your prospective employer. So, before your interview takes place, review your relevant experience and practice how you will talk about it if it comes up.

Talk about your collaboration and technical skills.

Many AI projects involve a healthy dose of collaboration with cross-functional teams coming together to produce innovative designs, products, or software programs. So, during an interview, it might be a good idea to showcase your collaboration skills and your technical ones.

Express your passion for AI and your ethical considerations as well.

AI is a powerful technology that has an impact on our society. So, during your interview, be sure to showcase your understanding of the ethical considerations of AI, as it pertains to your industry. In addition to voicing your concerns and how you plan to address them in your work; it is a good idea to express your passion for AI. After all, if your employer is asking interview questions about artificial intelligence; they likely want you to embrace this technology and use it to meet their business needs. 

10 Interview Questions About Artificial Intelligence

1. How would you describe the difference between artificial intelligence (AI) and machine learning?
2. Explain how a decision tree algorithm works.
3. Can you discuss your professional experience using AI?
4. Are you familiar with text-to-image generation?
5. Explain the concept of reinforcement learning.
6. How do you evaluate the performance of AI models?
7. Can you explain how artificial neural networks function?
8. What are your ethical concerns pertaining to the latest AI systems on the market?
9. What is a current limitation in the field of artificial intelligence?
10. How do you think this industry can use AI to enhance the work environment while also highlighting human intelligence?

10 Interview Questions About Machine Learning

1. What is your experience working with machine learning models?
2. Are there any differences between machine learning models and deep learning models?
3. What is supervised machine learning?
4. What is unsupervised machine learning?
5. Can you explain how you would handle missing or corrupted data in a machine learning model?
6. What metrics or tools do you use to analyze and evaluate the performance of machine learning models?
7. Can you discuss an ethical challenge of machine learning?
8. What limitations are present in the field of machine learning and how do they impact our industry?
9. Can you provide examples of machine learning models you have worked with or projects that have heavily relied on machine learning?
10. What direction do you think machine learning will go in the next 10 years and how do you predict that will impact our industry?

10 Interview Questions About Algorithms

1. What is a depth-first search algorithm?
2. Explain the difference between a linear and a non-linear algorithm.
3. Can you provide an example of a specific algorithm you’ve worked with and its use case?
4. What steps would you take to handle corrupted data in an algorithm?
5. What is a bidirectional search algorithm?
6. How would you go about handling a class imbalance in an algorithm?
7. Explain the concept of a heuristic algorithm.
8. What is a breadth-first search algorithm?
9. Explain how you would ensure the scalability of an algorithm.
10. Discuss a current limitation in the field of algorithm development. Do you think professionals in our field can address this limitation in the years to come?

10 Interview Questions About Augmented Reality

1. What is your experience working with augmented reality?
2. Can you discuss the key differences between augmented reality (AR) and virtual reality (VR)?
3. Explain how you would handle tracking and registration in an augmented reality system.
4. What is your process for optimizing the performance of an augmented reality application?
5. Explain the concepts of marker-based and markerless tracking in AR.
6. Can you provide examples of AR projects or applications that you have worked on directly?
7. Explain the concept of 3D spatial mapping in augmented reality.
8. What are some security and privacy concerns as it relates to user data in AR applications? How do you ensure the privacy of user data?
9. What are the current limitations of AR?
10. How do you think AR will transform our industry?

10 Interview Questions About Virtual Reality

1. What is your experience designing or developing virtual reality experiences?
2. Can you provide examples of VR projects or applications that you’ve worked on?
3. Explain how you optimize the performance of a virtual reality application.
4. Do you think that VR has an impact on the cognitive functions of the human brain?
5. How would you address motion sickness and user comfort for VR systems?
6. Explain the function of head-mounted displays in VR.
7. Can you explain how hand-tracking is used in virtual reality applications?
8. What steps would you take to ensure the privacy of user data in VR applications?
9. What is a current limitation in the field of virtual reality? Do you think that limitation will be addressed in the years to come?
10. How do you think our company can leverage VR technology to provide a better user experience?