It was an unexpected problem. Earlier this year, Christina Qi, the chief executive of market data company Databento, noticed almost every job application included exactly what she was looking for.

The company prompts candidates to write a tweet and a press release about microwave towers, a niche topic that requires research, Ms. Qi said. Normally, most candidates fail the test. This time all five passed.

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