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Data Scientist

1872 Consulting Washington, DC
  • Posted: over a month ago
  • Other
Data Scientist
Washington DC or Remote
Full Time

RESPONSIBILITIES
  • Modeling complex problems, discovering insights and identifying opportunities through the use of statistical, algorithmic, mining and visualization techniques
  • Participating in the areas of architecture, design, implementation, and testing
  • Proposing innovative ways to look at problems by using data mining approaches on the set of information available
  • Designing experiments, testing hypotheses, and building models
  • Conducting advanced data analysis and designing highly complex algorithm
  • Applying advanced statistical and predictive modeling techniques to build, maintain, and improve on multiple real-time decision systems

QUALIFICATIONS

You are the ideal candidate for this job if you have:
  • At least 5 years experience in Java, Spring and MySQL (or any relational database) and Python
  • Experience with databases (including NoSQL)
  • Experience in machine learning frameworks and libraries
  • Supervised and Unsupervised learning
  • Machine learning concepts and techniques: Regularization, Boosting, Random Forests, Decision Trees, Bayesian models, Neural networks, Support Vector Machines (SVM)
  • Experience with the whole ETL data cycle (extract, validate, transform, clean, aggregate, audit, archive)
  • Computer Science or Mathematics or Physics degree
  • Excellent communication and analytical skills
  • Willingness to work hard (50 hrs per week)
  • Very good English

NICE TO HAVE (NOT REQUIRED)
  • Experience with Apache Spark
  • Natural Language Processing (tokenization, tagging, sentiment analysis, entity recognition, summarization)
  • R programming language

1872 Consulting

Address

Washington, DC
20006 USA

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