Sr AI Application Developer
Posted Mar 5, 2026 · We last checked this listing on Oct 6, 2026
Likely interview questions for this role
Written from this job description, not a generic list. Each one notes what the interviewer is really checking.
About your past
Tell me about an AI project that did not deliver what people expected. What did you learn?
What they are checking: Realism about AI limits and learning from failed experiments.
What would you do
A prototype impressed leadership, but it is not ready for production. How do you handle the gap?
What they are checking: Honesty about hardening work like security, scale and monitoring before launch.
How do you decide whether a problem needs an LLM at all?
What they are checking: Judgment to pick the simplest working solution rather than using AI for everything.
About the work
Walk me through a RAG solution you built on enterprise documents. How did you handle chunking, retrieval and evaluation?
What they are checking: Real depth in retrieval-augmented generation, including how they measured answer quality.
How would you build a RAG system over equipment manuals and service tickets so technicians get reliable answers?
What they are checking: Whether they can apply LLM techniques to Rite-Hite's actual data and users.
What guardrails would you put on an AI agent that can call internal APIs and update records?
What they are checking: Understanding of access control, output validation and human review for agents that take actions.
How do you reduce hallucinations, and how do you know when they are still happening?
What they are checking: Whether they rely on evaluation and grounding rather than hope when it comes to accuracy.
How would you protect sensitive ERP or customer data when using a hosted LLM?
What they are checking: Data privacy awareness and partnership with security and compliance teams.
How would you integrate an AI assistant into Salesforce for sales or service teams?
What they are checking: Practical integration skill with enterprise systems named in the posting.
How would you approach a video analysis use case, such as reviewing footage of equipment in operation?
What they are checking: Familiarity with multimodal models and the trade-offs in cost, accuracy and processing time.
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Practice this out loudThe full job description
As published by Rite-Hite.