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Brillio 2

Data Scientist

Original listing title: Data Scientist - R01572016

Data Science
Pune, Maharashtra, IndiaEmployee

About this role

Data Scientist

Job requirements

Experience Range: With at least 4 years of hands-on experience in advanced data science, including statistical analysis and machine learning, and up to 6 years in similar roles Key Responsibilities:
  • Design and implement robust statistical models using advanced hypothesis testing, regression, and forecasting techniques to deliver actionable business insights
  • Develop and optimize machine learning algorithms for classification, prediction, and probabilistic graph models utilizing Python, PySpark, and R
  • Conduct comprehensive statistical analysis with SAS, SPSS, and R Studio to support data-driven decision-making
  • Build, train, and deploy scalable models using ML frameworks such as TensorFlow, PyTorch, Sci-Kit Learn, CNTK, Keras, and MXNet
  • Apply advanced time series forecasting methods, including exponential smoothing, ARIMA, and ARIMAX, to analyze trends and predict outcomes
  • Streamline model deployment and lifecycle management in production environments using KubeFlow and BentoML
  • Implement and validate data quality checks with Great Expectations and Evidently AI to ensure dataset integrity
  • Present complex data findings to stakeholders, translating insights into actionable recommendations that drive business outcomes
    • Required Skills:
  • Advanced application of hypothesis testing methodologies, including T-Test and Z-Test
  • Expert-level regression analysis (linear and logistic) for predictive modeling
  • Proficient programming in Python and PySpark for data manipulation and model development
  • Extensive experience with statistical analysis using SAS and SPSS
  • Hands-on expertise in probabilistic graph models for complex data relationships
  • Mastery of time series forecasting techniques (exponential smoothing, ARIMA, ARIMAX)
  • Implementation of classification algorithms such as decision trees and support vector machines (SVM)
  • Deep familiarity with ML frameworks: TensorFlow, PyTorch, Sci-Kit Learn, CNTK, Keras, MXNet
  • Calculation and application of distance metrics (Hamming, Euclidean, Manhattan)
  • Skilled in R and R Studio for statistical analysis and visualization
    • Preferred Skills:
  • Practical experience with Great Expectations and Evidently AI for advanced data validation
  • Proficiency in cloud-based model deployment tools such as KubeFlow and BentoML
  • Background in large-scale data processing and distributed computing environments
  • Expertise in feature engineering and model interpretability techniques
  • Familiarity with cloud-based data science platforms such as AWS SageMaker, Azure ML, or Google Cloud AI Platform
    • Desired Qualifications:
  • Bachelor's degree in Computer Science, Statistics, Mathematics, Data Science, or a closely related discipline
  • Certification in Data Science or Machine Learning from a recognized institution, such as Microsoft Certified: Azure Data Scientist Associate or TensorFlow Developer Certificate

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