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Bayesian Statistician (Data Scientist)

Company

ICR inc.
Address , Aurora, 80016, Co
Employment type
Salary
Expires 2023-07-21
Posted at 11 months ago
Job Description
Bayesian Statistician (Data Scientist)
Aurora, CO
ICR has opportunities available for experienced and motivated Data Scientists with a Bayesian statistics background.
Essential Job Responsibilities
This Data Scientist will be expected to:
  • Effectively handle concurrent technical tasks with conflicting priorities
  • Travel (up to 10%)
  • Approach difficult problems with enthusiasm and creativity
  • Work independently on complex technical tasks that require in-depth data analysis methodologies and data/information collection
  • Have the ability to change focus when necessary
  • Develop, implement, validate, document, and present findings of specialized analysis software tools and models as required
  • Participate as a member of a multidisciplinary team to analyze and satisfy customer requirements
  • Develop unique technical solutions for applications in the intelligence field

Required Skills and Qualifications
  • Ability to work effectively in small-team settings to solve complex problems
  • Collaborate with others in a multidisciplinary team environment to accomplish research goals
  • Masters Degree in statistics with a minimum of Two (2) years of professional experience or PhD in statistics or related field
  • Experience with extracting and processing structured/unstructured data from various sources (e.g. databases, text files, web) and preparing data for analysis
  • Experience with developing and applying advanced statistical/machine learning models and algorithms for one or more of the following: classification, clustering, anomaly detection, density estimation, data mining, pattern recognition, knowledge discovery
  • Active Top Secret Security Clearance with SSBI
  • Ability and desire to obtain substantial domain knowledge in fields of application and ability to communicate effectively with subject matter experts
  • Experience with computational analysis tools and developing software with at least one of the following programing language: Python (preferred), R, C++, MATLAB
  • Experience with Bayesian statistics and time series analysis
  • Proficient verbal and written communication skills to collaborate effectively in a team environment and present and explain technical information to customers

Desired Qualifications
  • Experience working with databases such as SQL and/or ELK stack
  • Experience with the intelligence community
  • Broad knowledge of statistical analysis, ML methods, and problem-solving skills
  • Experience with: spatial statistics, multivariate statistics, Gaussian Process, Random Forest, Support Vector Machine, Natural Language Processing, Neural Networks
  • Proficient with Python, Jupyter, Markdown
  • Experience with creating data visualizations / dashboards