Python Data Scientist

  • Working experience in various AI powered model implementation with NLP  Deep Learning algorithms    
  • Experiences in unstructured text data analysis  language  speech  image and video data analysis across multiple industries e g  manufacturing  retail  etc    
  • Develop connection from Spark streaming to Kafka Flume using Python    
  • Examine Streaming performance and provide optimal and precise development using Python PySpark  includes connecting to Data  Structured or Unstructured   Extraction  Cleaning    
  • Develop Models classification or clustering using MLib or Anaconda    
  • Gather  evaluate and document business requirements related to analytics  translate to analytics solution definition  and ability to implement using Python or Scala    
  • Data extraction from Raw files using Python Anaconda or built in for POC    
  • Data pulling or creating from different sources such as HBase  Hive  Impala or MongoDB    
  • Responsible for analyzing data from multiple data sources  DBs  flat files  etc    and building predictive models using Python      
  • Linux shell scripting with Python and cron jobs to schedule the run  Batch or Real time    
  • Scala knowledge is preferable in some cases    
  • Different models and their performances in Real time and Batch developed using Python  Pandas  MLib PySpark and opting the better solution depending on the cases    
  • Validate the models   statistically as well as from business perspective in discussions with business stakeholders    
  • Ability to support and guide model deployment and model lifecycle management    
  • Create model documentation as per client  regulatory standards      
  • Degree in a quantitative field  Math  Statistics  Economics  Computer Science  and  or Engineering  MBA      
  • Experience and skilled Python  incl  PySpark  Spark  MLib    
  • Hands on experience in analytical techniques including sampling  clustering  decision trees  forecasting  SVM  Random Forest and linear  logistic regression    
  • Hands on experience in Python  PySpark  MLib  Spark Mesos    
  • Hands on experience using Hive  Hbase  Impala    
  • Knowledge on Kafka and Flume is a plus    
  • Data exploration using OpenCV  NumPy  Matplotlib  SciPy and Pandas for image analysis    
  • Good Knowledge on Python based libraries e g  Keras   Tensor flow    Knowledge on Scala will be beneficial    
  • Working with AWS  Cloudera Horton Works    Knowledge of where analytics fits in to an end to end business solution    
  • Ability to work with business and technology teams to build and deploy an analytical solution as per client needs    
  • Ability to multi task  solve problems and think strategically    
  • Strong communication and collaboration skills    
  • Working experience in various other data science technologies e g  R  SAS  SPSS  Matlab are also preferred
     

Ref:

250698

Posted on:

January 3, 2019

Experience level:

Experienced (non-manager)

Education level:

Bachelor's degree or equivalent

Contract type:

Permanent

Location:

Bangalore

Department:

Business Information Management

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