General ML knowledge spanning deployment, theory and software engineering
Ai Developer Technology Engineer Interview Questions
3,125 ai developer technology engineer interview questions shared by candidates
different between RAG and finetuned
combination of behavioural questions and technical ones, getting an idea of broad experience with different ML models, learning more about my research. Questions on Experience with optimisation tools, deep learning.
To give an example in each interview: 1. Given some data, write code to remove rows based on some criteria using pandas. 2. Why GSK? 3. What is the difference between multi-processing and multi-threading? 4. Write a function to compute the median using built-in functions only. What is the complexity of using the "sorted" Python function?
Standard data science questions, e.g. explain the bias-variance tradeoff, difference between Bayesian and frequentist inference
The technical interviewers started with their introductions. I was expecting one person but they turned out two instead. That's fine but it should have been conveyed by HR in advance. Anyways, two people of their technical team from USA team interviewed me. They started asking a few questions from my resume. What do you know about AWS? how familiar are you with the Ansible? How would you manage the ansible playbooks? How would you validate the outputs of the Ansible playbook scripts? then went into what do you know about API gateways. How do you manage the resiliency in the application or on at the API gateway level? Have you worked in a hybrid cloud environment? What are the tradeoffs of deploying an application to a private cloud vs the public cloud? How does the load balancer work ? How do you know when to scale up and scale down? Asked questions on Application observability? What do you know about NGINX? Where did you used it? How NGINX is used in the API gateways? How would you secure the API gateways, specially from the unknown traffic perspective? How would you handle excessive load on the applications? How is NGINX used in API gateway architecture? How do you know when a system failure occurs ? How would you resolve a support ticket of Severity one? Where would you start from in this case? They asked about API rate limitting etc. How do you know when a load balancer is failing in an air-gapped env? Then, they opened up for my questions that I asked bunch of questions to them: How does the team work ? what proportions of a team member will work on IT support, vs platform engineering, vs application development etc. Where the teams are located.
Very theoretical questions, although none of them are being applied during the work
Why did you use that loss function?
Asked me to code a dynamic programming problem
1. How do you manage conflicts with your teammates ? 2.Are you a person who like to work with team or alone ?
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