Interviewed for a senior-level AI engineering position.
The process began with a written assessment covering Python, LLMs, and prompt engineering. Unfortunately, the questions were extremely basic and appeared more suitable for an entry-level candidate than for someone applying to a senior role. The assessment did not evaluate architecture, system design, production experience, problem-solving, or any of the responsibilities typically associated with senior engineering positions.
The technical interview that followed was similarly disappointing. Many of the questions focused on elementary textbook concepts rather than real-world engineering challenges. For example, one of the questions asked was, "What is the difference between an integer and a float?" While this may be appropriate for screening junior candidates, it felt disconnected from the expectations of a senior-level role.
What was most frustrating was the apparent emphasis on academic background over demonstrated experience. Despite having professional software engineering experience and a portfolio of production work, much of the discussion seemed focused on educational credentials rather than technical accomplishments, project ownership, architectural decisions, or problem-solving ability.
Overall, the interview process gave the impression that the company lacks a clear framework for evaluating senior engineering talent. Candidates applying for experienced or founding-level positions should expect questions that are significantly more basic than the role description would suggest.
Interview questions [1]
Question 1
pathetic entry level questions which made me feel undermined.
The process took 1 week. I interviewed at Kodexo Labs in Feb 2025
Interview
Applied then received interview phone screen with manager asking about interest in job and role. It was not a pleasant experience, having interviewer and/or company practice illegal hiring practice by not providing all the required information.
I applied online. The process took 2 weeks. I interviewed at Kodexo Labs (Karāchi) in Mar 2025
Interview
After the resume review, HR will personally contact you to ask some questions then you will be called for the technical test which consists of NLP questions and Prompt engineering and some python coding questions