Data Scientist

Lake Mary, FL 32746 | Direct Hire

Post Date: 07/31/2018 Job ID: 50708 Industry: Data Scientist

Analytics & Cognitive – Federal Data Scientist – Senior

Responsibilities
  • Develop advanced quantitative modules using a variety of programs/software to support predictive assessments
  • Provide expertise for analytic, programmatic, strategic, and operational analysis.
  • Perform technical risk analysis and reliability assessments.
  • Perform multiple forms of advanced analyses, sustainment, optimization, text analytics, machine learning, social-science modeling and statistical analysis, parametric and non-parametric statistical models and techniques.
  • Provide recommendations for plans, programs, strategies, policies and budgets
  • Design algorithms that require a number of different models/methods to be used in an ensemble

Required

· Bachelor' s degree in Computer Science, Engineering, Statistics, Math and or equivalent experience

· 7+ years’ of data extraction/manipulation using scripts specific to C, C++, Perl, Python, VBA, PL/SQL, XML, JSON

· Experience in data modeling, analysis, design, development and implementation of complex enterprise data solutions

· 7+ years’ of experience with presentation and data analysis software such as: SAS, R, SPSS, MATLAB, Qlikview, Excel and Access

A qualified data scientist will have hands-on experience with one or more analytics tools and platforms – SAS, SPSS, Python, R, Hadoop – as well as some number of the following analytic models and approaches:

· Conditional Random Fields

· Gaussian Process

· Gradient Boosted Trees

· Elasticsearch

· Hidden Markov Models

· Hierarchical Clustering

· Information Retrieval Algorithms

· K-Means

· K Nearest Neighbors

· Kalman Filter

· Latent Dirichlet Allocation

· Latent Semantic Indexing

· Linear Regression

· Logistic Regression

· Markov Process

· Maximum Entropy Markov Models

· Mixture Models

· Monte Carlo Simulation

· Multinomial Logistic Regression

· Natural Language Processing

· Neural Networks

· Random Forests

· Random Walk

· Restricted Boltzmann Machine

· Smith-Waterman Alignment

· SVD, A-SVD, SVD++, HOSVD

· SVM, one class-SVM

· Spectral Clustering

· Vector Space Mode

 

Preferred
  • Experience working for the Department of Defense and/or U.S. Marine Corp
  • Experience conducting Modeling and Simulation Analysis, DoD Science and Technology (S&T) Analysis, Program Analysis and Evaluation, C4/IT and Cyber Analysis, Manpower Analysis, Training and Education Analysis, DoD Logistics, Maintenance, and Supply Analysis, Naval Amphibious Shipping Analysis, Strategic Plans Analysis, Strategic Investment Analysis, Cost and Economic Modeling and Analysis, Operations Research Analysis, Readiness Analysis, Force Preservation Analysis
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