Data Scientist

3 weeks ago

Bethesda, United States Base2 Solutions Full time
Job Description
  • Work closely with a tight-knit team of data scientists, as well as a larger team of software developers, network engineers, senior investigators, program managers, researchers, and data analysts to design, build, and optimize a Data Science platform to produce and analyze results, disseminate findings, and contribute to publications and presentations.
  • Work on small projects analyzing a variety of big data covering national security, cyber security, business intelligence, online social media, human behavior and more.
  • Support multiple simultaneous projects and take open-ended or high-level guidance, independently and collaboratively make discoveries that are mission-relevant, and package and deliver the findings to a non-technical audience.
  • Bring your mix of intellectual curiosity, quantitative acumen, and customer-focus to identify novel sources of data across a range of fields, to improve the performance of predictive algorithms, and to encourage user adoption of high-end data analytics platforms in partnership with a highly qualified, highly motivated team.
  • Leverage your strong background in research design, exploratory analysis, quantitative methods, user interface application design, and experience with customer outreach and engagement.
Required Skills
  • B.S. Degree in a quantitative or analytical field such as Computer Science, Mathematics, Economics, Statistics, Engineering, Physics, or Computational Social Science; or Master's degree or equivalent graduate degree including certificate-based advanced training courses.
  • 4 years of experience in data science, analytics or quantitative intelligence analysis, and demonstrating progressive technical development and outcomes. 2 years of experience required with a Masters or an additional 4 years of experience in lieu of degree.
  • Proficiency in one or more scripting languages such as R or Python.
  • Experience in reverse engineering and advanced digital forensics.
  • Experience working with a hybrid team of analysts, engineers, and developers to conduct research, and build and deploy complex, but easy-to-use algorithms and analytical platforms.
  • Previous experience performing research in data analytics or big data.
  • Track record of active learning and creative problem solving.
  • Ability to analyze and assess software development or data acquisition requirements and determine optimum, cost-effective solutions.
Desired Skills
  • Data analytics experience in direct support of military or intelligence community customers, demonstrating progressive technical development and mission-focused outcomes.
  • Significant experience dealing with at least two of the following data classes: open source, publicly available information (PAI); forensic media (i.e. DOMEX); measurement and signatures intelligence (MASINT).
  • Significant experience with Knowledge Graphs and KG tech such as neo4j.
  • Previous experience developing predictive algorithms.
  • Familiarity with social network analysis, supply chain analysis, forensic accounting, pattern of life, natural language processing, social media analysis, classification algorithms, and/or image processing.
  • Experience blending analytical methodologies and leveraging existing COTS/GOTS/OS tools in an unconventional manner.
  • Familiarity utilizing virtualization and distributed field systems, such as Hadoop (or similar distributed file systems) in development and deployment environments.
  • Familiarity using git, svn, JIRA, or other version control technologies.
  • Experience with Amazon Web Services (AWS/C2S).
  • Familiarity with hardware platforms, e.g., CPUs, GPUs, FPGAs, etc.

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