Top 50
Prep plan
Updated weekly · Last refresh Oct 17

OpenText Data Scientist Interview Questions

The questions to prepare for a OpenText Data Scientist interview. Questions from real interview reports rank first. Updated daily.

50questions
~7htotal time
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1
SQL & Data ManipulationStart here. 10 questions + 2 drills · ~102 min
2
NLP10 questions · ~82 min
TF-IDF vs Word2Vec UsageMedium
Recently asked

Explain TF-IDF and Word2Vec, and when each is the better choice for representing text in an NLP pipeline.

Word EmbeddingsTF-IDFTokenizationOpenText
Use NER in Enterprise ApplicationsMedium
Recently asked

Design a practical NER solution that extracts business entities from enterprise text and turns them into structured data.

Language ModelsText ClassificationNamed Entity RecognitionOpenText
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3
Model Evaluation10 questions · ~82 min
Evaluate Probability Calibration QualityHard
Recently asked

Assess whether predicted probabilities match observed outcome frequencies and whether recalibration is needed.

CalibrationAUC-ROCThreshold TuningOpenText
Evaluate House Price Regression ModelEasy

Evaluate a house price regression model whose RMSE rose from $41.8k to $58.6k and that now underpredicts expensive homes.

CalibrationRegressionMAEOpenText
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4
Machine Learning10 questions · ~82 min
Classification vs Regression ExplainedEasy
Recently asked

Explain how classification and regression differ, using target type, model outputs, and evaluation metrics.

Feature EngineeringRegressionSupervised LearningOpenText
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5
Pipelines10 questions · ~82 min
Backfill Missing Customer DataHard
Recently asked

Design a safe backfill for missing customer records after an upstream fix, with idempotent reprocessing and data quality checks.

IdempotencyDependenciesBackfillingOpenText
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The finish line: interview-readyComplete all 50 questions plus 2 hands-on drills to finish this plan.