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Full time

Junior Data Scientist




Posted 20 Sep 2019 1:38 pm

Job description

Primary Responsibilities:

Work closely with business veterans to build NLP Applications using open-source tools and technologies
Work with team to understand business requirments and break then down into actionable plans for developing software artifacts
Research academic papers and implement POCs for text pre-processing and analysis under guidance
Design, build and maintain scalable ETL
Pipelines for ingesting large volumes of unstructured (textual) data from a variety of sources
Algorithms for analyzing large volumes of textual data
Write efficient code and device and implement pertinent tests

Must Have Skills:

Prior NLP experience

Knowledge of NLP applications like (named) entity recognition, text categorization / clustering, topic modeling, sentiment analysis, document summarization, semantic search, etc
Experience with and knowledge of one or more bread-and-butter techniques *like* LSA, LDA, PCFGs
Strong understanding of basic concepts *like* stopwords, tf-idf, stemming & lemmatization, bag-of-words, word vectorization
Experience using one or more tools / packages like nltk, word2vec, fastText, gloVe, OpenNLP, WordNet

Technology experience:

Good working knowledge of python
Experience with scraping text data from web sources and consuming data from REST APIs
Experience using code versioning tools (such as Git, Mercurial or SVN)
Product mindset - stability, scalability and modularity

Experience Range :
0 to 2 years
Industry :
Information Technology Services
Functional Area :
Information Technology