almabetter

DATA SCIENCE | 6 TO 12 YEARS | PAN INDIA

Capgemini, Bengaluru, Karnataka

OnsiteData SciencePermanent

27 Jul, 2024

Skills:

Pythonscikit-learnXGBoostKerasSQLAWSSagemakerAzure MLGCP Vertex

Job Description

  • Extensive experience in developing and implementing machine learning, Deep Learning, NLP models across various domains. Proven ability to guide and lead the development of complex models, ensuring accuracy, scalability, and performance.
  • Strong proficiency in Python, including relevant libraries and frameworks for machine learning, such as scikit-learn, XGBoost and Keras. Ability to write efficient, clean, and scalable code for model development and evaluation.
  • Proven experience in enhancing model accuracy through engineering techniques, such as feature engineering, feature selection, and data augmentation. Ability to analyze model samples in relation to model scores, identify patterns, and iteratively refine models for improved performance.
  • Strong expertise in deploying machine learning models to production systems. Familiarity with the end-to-end process of model deployment, including data preprocessing, model training, optimization, and integration into production environments.
  • Experience in project delivering Weibull distribution, Gaussian Distribution etc..
  • Domain : Manufacturing

Primary Skills

  • Experience with Machine Learning Model Development
  • Expert Level Proficiency in Data Handling (SQL)
  • Python Programming
  • Model Engineering and Improvement
  • Model Deployment and Productionlization

Secondary Skills

  • Experience with Cloud Computing: Proficiency in utilizing the Cloud Web Service (AWS) cloud computing platforms. Experience in using Cloud ML services such as Sagemaker, Azure ML, GCP Vertex etc.
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