Senior Computer Vision Engineer for Technical Assessment [Remote]
$135 per hourSaidGig
- Remote job
This role involves conducting a focused technical assessment of a computer vision system designed to identify and grade physical objects from images. You will benchmark the baseline model performance on a representative image sample, measure accuracy against a held-out set, assess data quality, and determine the realistic performance ceiling. Your findings will be translated into a decision-grade report tailored for a non-technical executive audience. Key Responsibilities
- Conduct a feasibility assessment of a computer vision system.
- Benchmark model performance and measure accuracy against a held-out dataset.
- Evaluate data quality and establish the performance ceiling.
- Prepare a comprehensive report for non-technical stakeholders.
- 5+ years of experience in computer vision and machine learning engineering, with hands-on experience in fine-tuning modern vision foundation models.
- Proven experience in classifying or grading physical objects from images, including identification, condition or quality scoring, and defect detection.
- Strong evaluation discipline, including representative sampling, train/eval separation, and accurate benchmarking.
- Ability to assess the feasibility and production-readiness of computer vision systems and communicate findings effectively to a non-technical audience.
- Experience with authentication, counterfeit, or anomaly detection.
- Exposure to private equity diligence or other time-sensitive advisory work.
- Familiarity with imaging hardware and capture pipelines, including cameras and lighting, as well as edge or on-prem deployment.
Engagement is remote and hourly.
CompensationCompensation is set at $135 per hour.
$160k - $215k
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