Data Scientist

3 weeks ago

Gurugram, India Finyog Consultancy Full time

Company Description

Top Automotive Company in Gurgaon.


Role Description

This is a full-time Data Scientist role at Finyog Consultancy or direct in Top Automotive Company located in Gurugram. As a Data Scientist, you will be responsible for analyzing complex datasets, building predictive models, and developing algorithms to extract valuable insights. You will collaborate with cross-functional teams to identify business opportunities and provide data-driven solutions. This is an on-site role.


Responsibilities

  • Ability to design and implement workflows of Linear and Logistic Regression, Ensemble Models (Random Forest, Boosting etc.), Clustering, Optimization etc. 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 Visualization 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 models using various machine learning and deep learning algorithms.
  • 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.
  • Understanding AWS , Azure , Google AI and Analytic tools are always plus
  • Should be able to take complete ownership of the assigned project
  • Experience working in Agile environments
  • Well-versed with JIRA or equivalent project tracking tool


Work Experience

  • 4-8 years of experience as Data Scientist
  • Knowledge of data science and machine learning algorithms
  • 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


Qualifications

  • Bachelor’s degree or higher in Computer Science/Information Technology, Business, Analytics, or a related field
  • BE/BTech/MBA/MCA Full-Time Education
  • Certification in Quick Sight , Power BI is plus

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