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W2 Position - Data Science / Data Engineer (Computer Vision) - Remote

Octans Group LLC

W2 Position | USC/GC




Position: Data Science / Data Engineer (Computer Vision)




Location: CA (Remote)





Job Summary:
Seeking a Data Science / Data Engineer with strong Python and SQL skills to support Computer Vision, ML pipelines, and Active Learning initiatives. The role focuses on production-data analysis, dataset curation, model evaluation, pipeline improvements, and production readiness.





Key Responsibilities:

  • Enhance counting/detection logic and ML pipelines.
  • Analyze production data, model predictions, false positives/negatives, and hard examples.
  • Build and curate large-scale image datasets and labeling workflows.
  • Develop sampling, active learning, and model feedback loops.
  • Evaluate object-detection models and support experimentation through production deployment.
  • Monitor production pipelines and optimize cloud/distributed data processing.





Required Skills:

  • Strong Python, SQL & Data Engineering
  • Computer Vision / ML pipelines
  • Large-scale image datasets & Active Learning
  • Data sampling, labeling & hard-example mining
  • Object detection / model prediction analysis
  • RF-DETR or similar object-detection models
  • Production monitoring & distributed data processing
  • Azure/GCP, Kafka
  • BigQuery preferred
Vacancy posted 2 days ago
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