Head Data Science

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Head Data Science

Job Category: Data Science
Job Type: Full Time
Job Location: Bangalore
Experience: 7 to 10 Years

What you’ll be doing:

  • Build Machine learning and NLP models to be deployed in the travel e-commerce funnel (selling hotels, flights, holidays etc.) for improving customer experience and operational efficiency by automating sales and support workflow for internal agents.
  • Work with Founder’s to translate business problems into machine learning problems
  • Explore data and communicate insights clearly to various stakeholders
  • Work with Engineering teams to improve data quality
  • Analyze experimental results, iterate and refine models to create significant business impact
  • Deploy monitor and improve model in production system.
  • Experience working with cloud platform like AWS, GCP or Azure and their related ML offerings

What you’ll bring to the team:

  • Curiosity to analyze and uncover insights from data that are relevant to the business
  • Strong background in building NLP systems using deep neural network techniques
  • Understanding in some of the related stuffs below

a) HMM Speech Synthesis Guided Unit Selection, Voice Adaptation,

b) Natural language generation or understanding,

c) Deep learning on NLP / speech for end to end neural TTS technology

d) Speech recognition or speech signal processing

  • Fluent with the Python ML stack: Pandas, Numpy, Matplotlib
  • Fluent in SQL,NoSql, Scikit-learn, Keras, Tensorflow
  • Computer science background and strong coding skill
  • 3+ years of production Machine Learning experience in the industry
  • Familiarities with data lake and big data tools like apache spark is plus

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