Data Scientist

Meet Our Team:

Decisioning and Analytics team involves developing NLP (Natural Language Processing ) features on Pega Platform with Java technology stack. There are multiple teams that are engaged heavily in building Development Studios that will ease Data Scientists and Business Analysts to integrate Machine Learning Models into their business use cases and help them to build / monitor / update / simulate new models.

Picture Yourself at Pega:

You will be a Data Scientist working with the combination of Natural Language Processing (NLP) and Java.

What You'll Do at Pega:

  • Understanding new business requirements related to text analytics and researching into necessary tools and technologies (Java / Python / R)
  • Looking at gaps in technology space and providing solutions to fill the same
  • Keeping abreast of newer technologies in the NLP space
  • Integrating support of additional languages
  • Implementation of text analytics algorithms (Machine Learning / Deep Learning / Shallow Learning)
  • Research into feature engineering and bring in best practices
  • Prototyping of solutions and benchmarking for performance and accuracy (Boosting / Bagging / Treatments )

Who You Are:

  • BE/B.Tech with atleast 6 years of NLP experience or Masters with specialization in text analytics and machine learning.
  • Strong knowledge of Core Java fundamentals
  • Good undersanding and experience in text analytics including linguistic and statistical algorithms
  • Strong maths and statistic proficiency
  • Experience in using algorithms like Naïve Bayes, Maximum Entropy, SVM, Logistic Regression, Neural Networks
  • Experience in semantic technologies
  • Experience in building/using Rules engines using algorithms like RETE
  • Good Communication skills

What You've Accomplished:

  • Leading the research and development of core algorithms in Text Analytics using Lingustic, Statistical and Semantic technologies
  • Building domain specific NLP models that will be adopted by Financial / Telco / Health Science space
  • Build Generic NLP models that can sense social / business intents

Pega Offers You:

  • Gartner Analyst acclaimed technology leadership across our categories of products
  • Continuous learning and development opportunities
  • An innovative, inclusive, agile, flexible, and fun work environment
  • Competitive global benefits program inclusive of pay + bonus incentive, employee equity in the company

Job ID: 8717

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