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Data Scientist Lead

8-12 years

Gurgaon / Gurugram

2 vacancies

Data Scientist Lead

Maruti Suzuki

posted 20hr ago

Job Description

  • Ability to design and implement workflows of Linear and Logistic Regression, Ensemble Models (Random Forest, Boosting) using R/Python.
  • Demonstrable competency in Probability and Statistics, ability to use ideas of Data Distributions, Hypothesis Testing and other Statistical Tests.
  • Must have experience in dealing with outliers, denoising data and handling the impact of pandemic like situations.
  • Should be able to perform EDA of raw data & feature engineering wherever applicable.
  • Demonstrable competency in Data Visualisation using the Python/R Data Science Stack.
  • Should be able to leverage cloud platforms for training and deploying large scale solutions.
  • Should be able to train and evaluate ML model using various machine learning and deep learning algorithm. • Retrain and maintain model accuracy in deployment.
  • Should be able to package & deploy large scale models on on-premise systems using multiple approaches including docker.
  • Should be able to take complete ownership of the assigned project.
  • Experience of working in Agile environments • Well versed with JIRA or equivalent project tracking tool.

Competencies /Skills

  • Knowledge of cloud platforms (AWS, Azure and GCP).
  • Exposure to No SQL databases (MongoDB, Cassandra, Cosmos DB, HBase).
  • Forecasting experience in products like SAP, Oracle, Power BI, Qlik, etc.
  • Proficiency in Excel (Power Pivot, Power Query, Macros, Charts).
  • An experience with large data sets and distributed computing (Hive/Hadoop/Spark).
  • Transfer learning using state of art models in different spaces vision, NLP and speech. - Integration with external services and Cloud API.
  • Working with data annotation approaches and tools for text, images and videos



Employment Type: Full Time, Permanent

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