Production Traditional ML + computer vision

Santa Clara, CA, US • Posted 6 hours ago • Updated 6 hours ago
Contract W2
Contract Independent
12 Months
On-site
Depends on Experience
Fitment

Dice Job Match Score™

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Job Details

Skills

  • Computer Vision
  • Machine Learning

Summary

Required Qualifications

  • Bachelor's or Master's degree in Computer Science, Electrical Engineering, Electronics, Statistics, Applied Mathematics, Data Science, or a related field.
  • 5+ years of hands-on experience in Machine Learning, Computer Vision, Image Processing, or related engineering roles.
  • Strong experience with traditional/classical machine learning algorithms and statistical methods.
  • Strong understanding of computer vision and image-processing fundamentals.
  • Strong Python programming skills.
  • Hands-on experience with NumPy, Pandas, SciPy, scikit-learn, OpenCV, or equivalent technologies.
  • Experience developing and deploying ML models in production environments.
  • Strong understanding of:
    • Feature engineering
    • Model selection
    • Cross-validation
    • Hyperparameter tuning
    • Classification/regression
    • Clustering
    • Anomaly detection
    • Model evaluation
    • Data leakage
    • Class imbalance
    • Bias/variance
    • Model interpretability
  • Experience working with large datasets and building reliable data/ML pipelines.
  • Strong debugging, analytical, and problem-solving skills.

Preferred Qualifications

  • Semiconductor manufacturing or semiconductor equipment experience.
  • Experience with MLOps and production model monitoring.
  • Experience with Docker, Kubernetes, CI/CD, Git, and cloud or on-premise ML infrastructure.
  • C++ development experience for performance-critical computer vision applications.

Employers have access to artificial intelligence language tools (“AI”) that help generate and enhance job descriptions and AI may have been used to create this description. The position description has been reviewed for accuracy and Dice believes it to correctly reflect the job opportunity.
  • Dice Id: 10200946b
  • Position Id: 9073078
  • Posted 6 hours ago
Contact the job poster
MK

Meenakshi Kaur

Recruiter @ Nityo Infotech Corporation
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