The work

This remote contractor project centers on reviewing benchmark answers for 10 forensic firearm and toolmark examination test cases. Day to day, you will assess the accuracy and completeness of AI-generated responses, identify unsupported or missing reasoning, and document recommendations for improving the model.

Subject matter and screening

The cases may involve microscopic comparative ballistics, toolmark identification, rifling characteristics, and firing pin or breech face impressions. Screening is likely to test whether you can describe hands-on examinations in verifiable detail, apply forensic laboratory standards to model outputs, distinguish appropriate conclusions from overstatement, and explain technical findings clearly in both written and verbal form. Prior AI experience is not required.

Practical details

The engagement is remote and structured as contractor work. The listing identifies 10 test cases but does not state typical weekly hours, project duration, or whether all work can be completed asynchronously, so candidates should confirm scheduling and verbal-feedback expectations with micro1. Pay band: $60–100/hr