Data Scientist
You will build the tasks where feature engineering quietly decides the outcome, and define what separates a legitimate feature from one that will not exist at inference time.
- up to $130 / hr
- Remote
- Contract · flexible hours
- Engineering & ML
- Feeds SimReal-MLBench
What we are looking for
Applied, production experience
- Production experience — You have shipped a model other people depended on
- Feature discipline — Clear judgment on what is available at prediction time
- Diagnostic skill — Distribution shift, drift, and silent degradation
- Clarity — Ability to explain why a metric improved for the wrong reason
Work you might do
- Designing datasets with deliberately planted leakage
- Reviewing agent feature engineering for future information
- Measuring distribution-shift sensitivity across tasks
- Writing the rationale behind each planted trap
How it works
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Paid, remote contract work: set the rules agents are graded against and review their runs.
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