SimCorp AI Engineer Interview Questions
The questions to prepare for a SimCorp AI Engineer interview. Questions from real interview reports rank first. Updated daily.
Design an offline and online evaluation framework for accuracy, hallucination, usefulness, safety, and compliance in banking.
Compare a fine-tuned smaller model with a larger in-context model across quality, cost, latency, maintenance, and safety.
Compute cosine similarity between equal-length embeddings in linear time with stable handling for zero vectors.
Design a practical document chunking and indexing pipeline for accurate, efficient vector search.
Design a distributed vector search index that supports massive collections while maintaining low query latency and reliable freshness.
How to detect data drift and concept drift in production using metric shifts, control charts, and calibration checks.
Best practices for reproducible dataset and model versioning in shared ML pipelines.
Design an LLM serving architecture that balances throughput, latency, batching, memory use, and reliability.
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