Senior Data Scientist (Cleared)
Ashburn, IL - USA
Job Summary
We are seeking a Senior Data Scientist to support federal government trade analytics and mission transformation priorities by leading the design development validation and deployment of advanced analytical solutions. This role will support complex mission and operational questions by applying machine learning statistical modeling data mining entity resolution risk modeling network analysis cohort analysis and data visualization techniques across large and complex data environments.
The ideal candidate brings deep technicalexpertisein applied data science strong experience leading analytical projects from ambiguous requirements through deployed products and the ability to communicate complex analytical methods and findings to senior government stakeholders technical teams and mission users. This role requires a hands-on technical leader who can evaluate feasibility guide project teams develop analytical methodsvalidatemodels and ensure analytical results are actionable reliable andmission-relevant.
Location
This role will primarily support work in the Washington DC Metro area with work expected at or near the client site in Ashburn VA as required by the contract. Telework may bepermittedonly with prior government approval.
Security Requirement
Must be a U.S. Citizen with a recent DHS Public Trust DoD Secret or DoD Top Secret clearance and must be able to obtain andmaintaina CBP background investigation or other required government suitability determination.
What You Will Do
Lead the technical direction of data science and analytical projects including project planning development schedules task assignments and delivery of deployed analytical products
Apply knowledge of current and emerging technologies analytical methods and data science practices toidentify design and develop project plans and technical approaches
Conceptualize research problems design and conduct analytical studies interpret results and translate findings into theoretical and practical applications for mission users
Develop analytical and computational techniques and methods for problem solving across complex high-volume data environments
Create test andvalidatedata mining methods machine learning models statistical models and other advanced analytical solutions
Design and evaluate models for entity resolution risk-based analysis entity behavior over time network analysis cohort analysis anomaly detection and related business needs
Lead development teams using Agile methodologies frominitialrequirements analysis through development testing deployment troubleshooting and operational support
Evaluate and assess the feasibility of stakeholder requirements including requirements that do not have a clearlyidentifiedsolution
Communicate analysis techniques model validation processes assumptions limitations results and recommendations to technical and non-technical audiences
Advise senior project personnel and government stakeholders on technical matters analytical approaches data availability model performance and solution tradeoffs
Collaborate with project managers data scientists data analysts data engineers data architects application developers and UX/UI professionals to deliver end-to-end analytical capabilities
Support development of implementation roadmaps data exploration reports model prototype and evaluation reports final code-reviewed models and final model analysis reports
Develop andmaintainproject backlogs technical tasks development schedules and issue-resolution plans based on project requirements
Support data-driven decision-making by transforming complex data into concise actionable insights visualizations reports and decision-support products
Stay current on emerging tools and techniques in machine learning statistical modeling artificial intelligence graph analytics and advanced analytics
What This Role Requires
U.S. Citizenshipdue to federal contract requirements
Recent DHS Public Trust DoD Secret or DoD Top Secret clearance
Ability to obtain andmaintaina CBP background investigation or other required government suitability determination
Candidate mustresidein the U.S. and be able to support onsite work in the Washington DC Metro area including Ashburn VA as needed
At least eight (8) years of direct experience in applied research directed to machine learning data science applied mathematics statistics computer science operations research or another closely related quantitative or mathematical discipline
Advanced degree such as aMastersor Ph.D. in Statistics Applied Mathematics Data Science Computer Science Operations Research or another closely related quantitative or mathematical discipline
Preferred Qualifications
Experience supporting DHS CBP or other federal law enforcement trade revenue regulatory or mission operations environments
Demonstrated ability to create andvalidatedata mining methods machine learning models and delivery of analytical results through reporting and/or data visualization from requirements that do not have a clearlyidentifiedsolution
Ability toadvisethe government on special subjects evaluate and assess requirements feasibility asstatedby stakeholders and communicate analysis techniques including testing and model validation processes
Ability to direct and/or create different data models including entity resolution risk-based models entity behavior over time network analysis cohort analysis and other models according to business needs and requirements
Ability to lead a development team using Agile developmentmethodologyfrominitialrequirements analysis to a complete deployed analytical product
Ability to forecast and create tasks for team members based on project requirementsmaintaindevelopment schedules and backlogs and support troubleshooting and issue resolution with team members as needed
Experience developing analytical solutions for fraud detection trade evasion revenue protection import safety forced labor intellectual property rights supply chain risk or other enforcement and compliance use cases
Experience working with high-volume structured and unstructured data from disparate sources including transactional entity network operational or case management data
Experience with machine learning approaches such as supervised learning unsupervised learning classification regression clustering anomaly detection natural language processing graph analytics and predictive modeling
Experience with Python R SQL Spark Databricks AWS or similar data science and cloud analytics tools
Experience developing analytical prototypes and transitioning successful prototypes into operationally tested and deployed solutions
Experience with model validation performance evaluation explainability documentation and responsible use of AI/ML in federal environments
Experience building dashboards visualizations analytical reports or self-service tools using Tableau Power BIQuickSight or similar platforms
Experience with data quality assessment feature engineering exploratory data analysis statistical testing andmethodologydocumentation
Experience working in Agile ScrumSAFe or similar iterative delivery environments
Experience supporting executive briefings technical demonstrations stakeholder workshops user engagement sessions or communities of practice
Experience working in secure compliant federal IT or data environments
Certifications in cloud data science AI/ML Agile or related technologies
Professional Skills
Strong technical leadership skills with the ability to guide multidisciplinary analytical teams through ambiguous and complex problem spaces
Strong communicationskills with the ability to explain technical concepts model assumptions analytical findings limitations and recommendations to non-technical stakeholders
Ability to translate mission needs stakeholder questions and operational challenges intofeasibleanalytical approaches and deployed data science products
Strong problem-solving skills with the ability to evaluate multiple analytical methods and recommend practical mission-aligned solutions
Detail-oriented with a focus on analytical rigor model quality data integrity documentation and reproducibility
Ability to manage competing priorities evolving requirements and multiple analytical workstreams in a fast-paced federal environment
Collaborative and proactive with the ability to work effectively with government stakeholders project managers analysts engineers architects developers and end users
Mission-focused with a commitment to delivering actionable high-quality analytical solutions that improve government decision-making and operational outcomes
Working at ICF
ICF is a global advisory and technology services provider but were not your typical consultants. We combine unmatched expertise with cutting-edge technology to help clients solve their most complex challenges navigate change and shape the future.We can only solve the worlds toughest challenges by building a workplace that allows everyone to thrive. We are an equal opportunity employer.Together our employees are empowered to share theirexpertiseand collaborate with others to achieve personal and professional goals. For more information please read ourEEOpolicy.
We will consider for employment qualified applicants with arrest and conviction records.
Reasonable Accommodations are available including but not limited to for disabled veterans individuals with disabilities and individuals withsincerely heldreligious beliefs in all phases of the application and employment process. To requestan accommodationplease emailand we will be happy toassist. All information you provide will be kept confidential and will be used only to the extentto provide needed reasonable accommodations.
Read more aboutworkplacediscriminationrightsor our benefit offerings which are included in theTransparency in (Benefits) CoverageAct.
At ICF we are committed to ensuring a fair interview process for all candidates based on their own skills and knowledge. As part of this commitment the use of artificial intelligence (AI) tools to generate orassistwith responses during interviews (whether in-person or virtual) is notpermitted. This policy is in place tomaintainthe integrity and authenticity of the interview process.
However we understand that some candidates may require accommodationthat involves the use of AI. Ifsuch anaccommodation is needed candidates are instructed to contact us in advance at. Weare dedicated to providingthe necessary support to ensure that all candidates have an equal opportunity to succeed.
Pay Range - There are multiple factors that are considered in determining final pay for a position including but not limited to relevant work experience skills certifications and competencies that align to the specified role geographic location education and certifications as well as contract provisions regarding labor categories that are specific to the position.
The pay range for this position based on full-time employment is:
$143756.00 - $244385.00Ashburn VA (VA28)Required Experience:
Senior IC
About Company
About ICF: The Integral Coach Factory is one of the earliest production units of independent India. It was inaugurated by the first Prime Minister of India Pt. Jawaharlal Nehru on 2nd October, 1955. Later the Furnishing Division was inaugurated on 2nd October, 1962 and the production ... View more