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1 Day ago

Data Scientist - Python/Machine Learning

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Surat, Gujarat, India
Information Technology
Full-Time
Blueberry Unicorn Services

Overview

Work Location : Hyderabad/ Bangalore

Working Hours : 2PM to 11PM IST

Mid-Level ML Engineers / Data Scientist Role : (4-5 years of experience )

  • Experience processing, filtering, and presenting large quantities (100K to Millions of rows) of data using Pandas and PySpark
  • Experience with statistical analysis, data modeling, machine learning, optimizations, regression modeling and forecasting, time series analysis, data mining, and demand modeling.
  • Experience applying various machine learning techniques and understanding the key parameters that affect their performance.
  • Experience with Predictive analytics (e.g., forecasting, time-series, neural networks) and Prescriptive analytics (e.g., stochastic optimization, bandits, reinforcement learning).
  • Experience with Python and Python packages like NumPy, Pandas and deep learning frameworks like TensorFlow, Pytorch and Keras
  • Experience in Big Data ecosystem with frameworks like Spark, PySpark , Unstructured DBs like Elasticsearch and MongoDB
  • Proficiency with TABLEAU or other web-based interfaces to create graphic-rich customizable plots, charts data maps etc.
  • Able to write SQL scripts for analysis and reporting (Redshift, SQL, MySQL).
  • Previous experience in ML, data scientist or optimization engineer role with a large technology company.
  • Experience in an operational environment developing, fast-prototyping, piloting, and launching analytic products.
  • Ability to develop experimental and analytic plans for data modeling processes, use of strong baselines, ability to accurately determine cause and effect relations.
  • Experience in creating data driven visualizations to describe an end-to-end system.
  • Excellent written and verbal communication skills. The role requires effective communication with colleagues from computer science, operations research, and business backgrounds.
  • Bachelors or Masters in Artificial Intelligence, Computer Science, Statistics, Applied Math, or a related field.

(ref:hirist.tech)
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