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JOB DESCRIPTION
Skill: Data Scientist
Role: T3
Key responsibility:
Bachelors or Masters Engineering in Computer Science preferred though not mandatory, or related quantitative field experience with analyzing and quantifying data collected through crowd sourcing protocols
Strong experience with descriptive statistics and visualization tools
Solid experience with Natural Language Processing
Expert in Python command line usage Bash Solid experience with SQL
Knowledge of statistical modelling machine learning techniques Deep Learning Good to have
Experience with data selection methods identify how to choose which data for which experimental set ups
Excellent communication and organizational skills with significant attention to detailExperience with big data tools Hive Pig and familiarity experience with AWS technology stack S3Redshift Good to have
Demonstrable track record dealing well with ambiguity prioritizing needs and delivering results in an agiledynamic environment
NLP Text Extraction from various sources MS Wordplain text filespdf fileshtml pages, etc. Text CleaningText PreProcessing Tokenization POS tagging NER, Dependency Parsing Coreference Resolution, Feature Vector Generation binarycounttfidf etc word2vecdoc2vecglove RAKE, document similarity Cosine, Jaccardetc fuzzy text matching Lexical and Semantic Information Extraction
Techniques text clustering kmeans, DBSACNetc text classification Nve Bayes MAXENTSVM Tree Based models other ML & Deep Learning model
Teamwork, quality of life, professional and personal development: values that Virtusa is proud to embody. When you join us, you join a team of 36,000 people globally that cares about your growth — one that seeks to provide you with exciting projects, opportunities and work with state of the art technologies throughout your career with us.
Great minds, great potential: it all comes together at Virtusa. We value collaboration and the team environment of our company, and seek to provide great minds with a dynamic place to nurture new ideas and foster excellence.
Virtusa is an Equal Opportunity Employer. All applicants will receive fair and impartial treatment without regard to race, color, religion, sex, national origin, ancestry, age, legally protected physical or mental disability, protected veteran status, status in the U.S. uniformed services, sexual orientation, gender identity or expression, marital status, genetic information or on any other basis which is protected under applicable federal, state or local law.
Applicants may be required to attend interviews in person or by video conference. In addition, candidates may be required to present their current state or government-issued ID during each interview. All candidates must be authorized to work in the USA.
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