Dynamis, Inc.
Government
DataScientistII
Neural analysis suggests this role is
optimal for Mid candidates.
“Data Scientist II at Dynamis, Inc.. Skills: Machine learning, Statistical analysis, Network analytics, Data analysis. Analyze large, noisy datasets. Identify meaningful patterns”
What You'll Achieve.
Transform datasets into actionable results; Produce clear intelligence products
Industry & Context.
Problem-solving skills
Top Secret Clearance, U. S. Citizenship, Contractor/government interaction protocols
What They're Looking For.
Must Have
Bachelor’s degree required, U. S. Citizenship, Top Secret Clearance, 4–7 years of data science experience, Experience using open-source machine learning frameworks, Experience with statistical analysis, Experience with probabilistic and/or predictive modeling, Experience performing data analysis using scripting languages, Experience implementing machine learning processes into production, Experience using big data tools, Experience building property graphs, Demonstrated ability to analyze large, noisy datasets
Nice to Have
Prior experience using FinCEN’s data
What You'll Do.
Identify meaningful patterns
Produce actionable results
Support financial crimes investigations
Build property graphs
Perform network analytics
Correlate disparate data sources
Surface relationships and anomalies
Develop probabilistic models
Develop predictive models
Support analytic objectives
Implement machine learning processes
Integrate into production software applications
Answer mission questions
Answer business questions
Present findings in written intelligence products
Communicate complex technical results
How You'll Work.
Team & Collaboration
Working meetings with FinCEN customers
Communication Scope
Plain language communication
Full Job Description
Dynamis is seeking a Data Scientist II to apply machine learning, statistical analysis, and network analytics to BSA data and other Government-provided data sources in support of FinCEN's efforts to combat financial crimes—including terrorist financing, proliferation financing, cyber-crime, and complex money laundering. Backed by Dynamis's deep bench of financial intelligence and data science expertise, the Data Scientist II transforms large, disparate datasets into actionable results and clear, decision-ready intelligence products that support FinCEN's policy, law enforcement, regulatory, and other customers, working under the technical direction of FinCEN Program Managers. Responsibilities: Analyze large, noisy datasets to identify meaningful patterns that produce actionable results supporting financial crimes investigations. Build property graphs from multiple data sources to perform network analytics on individuals, entities, and their support networks. Apply statistical analysis and correlate disparate data sources to surface relationships and anomalies. Develop probabilistic and/or predictive models to support analytic objectives. Implement machine learning processes into production software applications. Use big data tools and proprietary data to answer mission and business questions. Present findings in written intelligence products of varying lengths, styles, and formats, and communicate complex technical results in plain language for non-technical audiences. Participate, in limited cases, in working meetings with FinCEN customers to gather requirements or present findings. Requirements: Top Secret Clearance Bachelor’s degree required U. S. Citizenship 4–7 years of data science experience (Level II). Experience using open-source machine learning frameworks such as scikit-learn and TensorFlow to answer business questions using proprietary data. Experience with statistical analysis and correlating disparate data. Experience with probabilistic and/or predictiv
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