Data Science

☞ Blue Ocean Ventures

View: 111

Update day: 06-05-2024

Location: Bengaluru / Bangalore Karnataka

Category: Transport / Logistics / Warehouse

Industry: Staffing Agencies

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Job content

oles and Responsibilities

Suitable candidates will be part of Wipro Digital-Intelligent Enterprise practice. The role entails leveraging Data Science and Machine Learning to solve typical problems within an organization and create IP that could be deployed in a productizedmode. This will entail significant hands-on work on multiple Big Data Technologies, Data Analysis, Identifying data patterns, ML models, Insights generation. The role entails deployment in a customer context and managing customer expectations.

Technical Skills Required:

  • Hands on with Python or R
  • Analytics using industry leading BI tools and technologies
  • Implementation knowledge of supervisedun-supervised machine learning algorithms
  • Good statistical analysis skills for data pre-processing and data wrangling
  • Experienced in using big data frameworks like Hadoop
  • Knowledge of business intelligence tools or reporting tools

Data Preparation for Modeling

  • Missing Data Imputation,Outlier Treatment
  • Scaling, Normalization, Standardization
  • Encoding for Categorical Variables
  • OversamplingUndersampling for reducing class imbalance

Experience in building solutions using Model Library

    • Feature Selection
    • Tree-based Ensemble Models
    • GradientAdaptive Boosted Trees
    • Hyper-parameter tuning

Building Prediction mechanisms using methods like Logistic regression, voting classifier stacking etc

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Deadline: 20-06-2024

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