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City And County Of San Francisco Interview Questions

The questions to prepare for City And County Of San Francisco interviews, across all roles. Questions from real interview reports rank first. Updated daily.

50questions
~8htotal time
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1
CodingStart here. 5 questions · ~49 min
2
Machine Learning5 questions · ~49 min
3
Pipelines4 questions · ~39 min
Data Quality and Schema EvolutionMedium

Approach for handling schema changes and data quality checks in a high-volume data lake pipeline.

schema evolutionData ModelingQualityCity And County Of San Francisco
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4
System Design5 questions · ~49 min
Design an LLM Serving PlatformHard

Design an LLM serving system that balances latency, cost, scalability, and safety for production traffic.

Cold StartFeature StoreModel ServingCity And County Of San Francisco
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5
Execution6 questions · ~58 min
Choose Monolith or MicroservicesMedium

Evaluate the execution trade-offs between monoliths and microservices and explain how you would choose the right approach.

Trade-offsRisk AssessmentScope ManagementCity And County Of San Francisco
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6
SQL & Data Manipulation5 questions + 3 drills · ~79 min
7
More topics20 questions · ~194 min
Month-End Close ProcessHard

Explain a controlled month-end close, including reconciliations, accruals, variance analysis, review, and GAAP financial statement completion.

Accounting FundamentalsFinancial Statementsfinancial processesCity And County Of San Francisco
Choose the Right Classification MetricMedium

Explain when to use precision, recall, F1, or ROC-AUC for a classification model.

PrecisionAUC-ROCRecallCity And County Of San Francisco
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The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.