Data Scientist

Company:
Location: Gurgaon, Haryana

*** Mention DataYoshi when applying ***

Data Scientist


Job Responsibilities:-

  • Develop robust, scalable and maintainable machine learning models to answer business problems against large data sets.
  • Build methods for document clustering, topic modeling, text classification, named entity recognition, sentiment analysis, and POS tagging.
  • Perform elements of data cleaning, feature selection and feature engineering and organize experiments in conjunction with best practices.
  • Benchmark, apply, and test algorithms against success metrics. Interpret the results in terms of relating those metrics to the business process.
  • Work with development teams to ensure models can be implemented as part of a delivered solution replicable across many clients.
  • Knowledge of Machine Learning, NLP, Document Classification, Topic Modeling and Information Extraction with a proven track record of applying them to real problems.
  • Experience working with big data systems and big data concepts.
  • Ability to provide clear and concise communication both with other technical teams and non-technical domain specialists.
  • Strong team player; ability to provide both a strong individual contribution but also work as a team and contribute to wider goals is a must in this dynamic environment.
  • Experience with noisy and/or unstructured textual data.

knowledge graph and NLP including summarization, topic modelling etc

  • Strong coding ability with statistical analysis tools in Python or R, and general software development skills (source code management, debugging, testing, deployment, etc.)
  • Working knowledge of various text mining algorithms and their use-cases such as keyword extraction, PLSA, LDA, HMM, CRF, deep learning & recurrent ANN, word2vec/doc2vec, Bayesian modeling.
  • Strong understanding of text pre-processing and normalization techniques, such as tokenization,
  • POS tagging and parsing and how they work at a low level.
  • Excellent problem solving skills.
  • Strong verbal and written communication skills
  • Masters or higher in data mining or machine learning; or equivalent practical analytics / modelling experience
  • Practical experience in using NLP related techniques and algorithms
  • Experience in open source coding and communities desirable.

Able to containerize Models and associated modules and work in a Microservices environment

*** Mention DataYoshi when applying ***

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