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SDNA Global | Hiring | Hiring For SR Associate – DSG – Generalist ( Advance Analytics) | BigDataKB.com | 07-04-2022

Job Location: Hyderabad/Secunderabad

Must Have Skills : R, statistical, machine learning techniques, Python, SQL

  • 3- 5 years of experience manipulating data sets and building  statistical models
  • Mine  and analyze data from company databases to drive optimization and  improvement of product development, marketing techniques and business strategies.
  • Assess   the effectiveness and accuracy of new data sources and data gathering  techniques.
  • Develop    custom data models and algorithms to apply to data sets.
  • Use   predictive modeling to increase and optimize customer experiences, revenue   generation, ad targeting and other business outcomes.
  • Coordinate   with different functional teams to implement models and monitor outcomes.
  • Develop  processes and tools to monitor and analyze model performance and data  accuracy.
  • Strong  problem solving skills with an emphasis on product development.
  • Experience   using statistical computer languages (R, Python, SQL, etc.) to manipulate  data and draw insights from large data sets.
  • Experience  working with and creating data architectures.
  • Knowledge   of a variety of machine learning techniques (clustering, decision tree   learning, artificial neural networks, etc.) and their real-world    advantages/drawbacks.
  • Knowledge  of advanced statistical techniques and concepts (regression, properties of   distributions, statistical tests and proper usage, etc.) and experience  with applications.
  • Excellent  written and verbal communication skills for coordinating across teams.
  • A  drive to learn and master new technologies and techniques.

Skills preferred:

  • Minimum 3 years experience in statistical and data mining techniques: GLM/Regression, Random Forest, Boosting, Trees, text mining, social network analysis, etc.
  • 3 years Experience querying databases and using statistical computer languages: R, Python, SQL, etc.
  • Experience using web services: Redshift, S3, Spark, DigitalOcean, etc.
  • Experience creating and using advanced machine learning algorithms and statistics: regression, simulation, scenario analysis, modeling, clustering, decision trees, neural networks, etc.
  • Experience with distributed data/computing tools: Map/Reduce, Hadoop, Hive, Spark, Gurobi, MySQL, etc.
  • Experience visualizing/presenting data for stakeholders using: Periscope, Business Objects, D3, ggplot, etc.
  • Experience in OCR and Face Recognition algorithms
  • Strong understanding of text preprocessing and normalization techniques, such as tokenization, POS tagging, and parsing
  • Should know following frameworks : TensorFlow, PyTorch, Caffe, mxnet, Keras and Theano.

Internal Skills And Expertise3+ years experience in statistical and data mining techniques: GLM/Regression, Random Forest, Boosting, Trees, text mining, social network analysis, etc

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External Skills And Expertise :

3+ years experience in statistical and data mining techniques: GLM/Regression, Random Forest, Boosting, Trees, text mining, social network analysis, etc.

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