Data Scientist – Computer Vision Job Vacancy in Michelin Pune, Maharashtra – Latest Jobs in Pune, Maharashtra

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Company Name : Michelin
Location : Pune, Maharashtra
Position : Data Scientist – Computer Vision

Job Description : Data Scientist – Computer Vision
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KEY EXPECTED ACHIEVEMENTS
Contribute to development deep learning based computer vision models.
Collect, analyze, review, clean, organize & document image datasets efficiently / programmatically
Transform images using opencv library, develop scripts to process annotation data/files
Customize standard deep learning based computer vision models for object/keypoing detection/segmentation (using python & keras/tensorflow/pytorch)
Train models systematically with clear rationale behind approach used
Tune hyperparameters and loss functions
Track training experiments and evaluate & compare models objectively
Leverage other machine learning approaches like clustering, regression, classification to solve sub-problems
Review, refactor, optimize for speed/efficiency and check-in code frequently
Capture detailed documentation of data, models, application architecture, steps to execute code.
Manage datasets and deploy models & inferencing pipelines on Azure cloud for scaling in production

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