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Data Scientist

2.00 to 7.00 Years   Bangalore   11 Jun, 2020
Job LocationBangalore
EducationNot Mentioned
SalaryNot Disclosed
IndustryIT - Software
Functional AreaGeneral / Other SoftwareStatistics / Analytics
EmploymentTypeFull-time

Job Description

  • Strong command of Python
  • Must have 2+ years of experience in ML with a proven record of successful ML projects with strong individual contribution
  • Working experience in end to end data science project life cycles from use case framing, data collection, data exploration, model building, deployment.
Web scraping 20%

Create data sets via Web crawling and web scraping (e.g.Python, BeautifulSoup, Selenium, Scrapy)

. API Integration - 10%
  • Experience in HTTP, Sockets, REST, JSON API services in Python
  • Experience in developing Python Automation Scripts
  • Process large data sets and develop workflow automation (Python)
  • Experience in relational databases; Experience preferred in MySql
  • Experience and demonstrated proficiency in database development and management;
Data Engineering 20%
  • Experience in extracting, cleaning, and structuring and storing data from unstructured or semi- structured sources.
  • Develop modules to extract data from documents and identify entities and relationships.
  • Maintain data integrity and consistency across multiple databases and applications.
  • Experience in data pre- processing and data manipulation skills
  • Data quality and data cleansing techniques
  • Experience in Natural Language Processing using NLP packages in Python(NLTK, Gensim, Spacy)
Model Building 10%
  • Machine Learning using models like Random Forest, SVM, K Means, etc. and using libraries like Keras, SKLearn, TensorFlow.
  • Training and Testing different ML/DL algorithms, performing iterative experiments with different techniques to discover the best performing algorithm.
  • Creating frameworks to monitor algorithm performance.
  • Collecting and integrating data from various data sources to be used for building the models (writing crawlers, connecting to databases for extracting data for training algorithms, creating features that support the hypothesis.)

Behavioral/team skills

  • Personal drive and positive work ethic to deliver results within tight deadlines and in demanding situations
  • Able to lead an effort with minimal supervision and collaborate in small teams
  • Intellectually curious, always eager to learn new skills and share the knowledge with others
  • Excellent English verbal and written communication skills
  • Self- motivated/ self- starter
  • Ability to thrive in a start- up environment
  • The desired candidate should be a quick thinker and should have a track record of high- performance product development.
  • Can work with a lean team internally, and is a self- starter.
  • Passion for learning and problem- solving.
  • Experience: 2+ years
  • Qualification: Bachelor s Degree in Engineering or equivalent.
  • ,

    Keyskills :
    machine learningpython data analysissql analyticsnatural language processing use caseit services

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