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Data Scientist

Data Scientist

LUMIQNoida, Uttar Pradesh, India
19 days ago
Job description

Job Summary

We are seeking a Data Scientist to join our team to analyze complex datasets, develop machine learning models, and provide data-driven insights to support business decisions.

Key Responsibilities

Data Analysis & Exploration

  • Perform comprehensive exploratory data analysis (EDA) on large datasets.
  • Identify patterns, trends, and anomalies in data.
  • Conduct statistical analysis to validate business hypotheses.
  • Create data visualizations to communicate findings effectively.
  • Assess and ensure data quality and integrity.
  • Write complex SQL queries to extract and manipulate data

Machine Learning & Modeling

  • Design and develop machine learning models for business problems like (XG Boost, Logistic Regression, DNN, RNN etc)
  • Implement supervised and unsupervised learning algorithms
  • Perform feature engineering and selection
  • Evaluate model performance using appropriate metrics
  • Deploy and monitor machine learning models in production
  • Programming & Development

  • Develop data analysis scripts and automation tools using Python
  • Build data pipelines and ETL processes
  • Create reusable code libraries and functions
  • Maintain version control and documentation standards
  • Required Qualifications

    Technical Skills

  • SQL : Advanced proficiency in writing complex queries, joins, subqueries, and database optimization
  • Python : Strong programming skills in Python for data analysis and machine learning
  • Exploratory Data Analysis : Expertise in EDA techniques, statistical analysis, and data visualization
  • Machine Learning : Solid understanding of ML algorithms, model evaluation, and validation techniques
  • Statistics : Knowledge of statistical methods, hypothesis testing, and experimental design
  • Knowledge of any cloud like AWS, GCP or Azure is good to have
  • Must have experience working on ML Algorithm’s including - Random Forest, XGBoost and Neural networks.
  • Familiarity with version control systems
  • Experience with containerization and deployment tools
  • Good to Have : -

  • Worked on GenAI based Projects
  • Using GenAI for driving productivity in your work.
  • Knowledge of PySpark is a plus
  • Must have Frameworks :

  • Scikit Learn
  • Any 1 of these 3 is a requirement. Pytorch / Keras / TensorFlow
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    Data Scientist • Noida, Uttar Pradesh, India

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