At CIA you may have the following roles and responsibilities:
Analysis and Modeling
- Design, develop, and deploy statistical models and machine learning algorithms to analyze and interpret large datasets, including text, imagery, and geospatial data
- Apply advanced data analysis techniques, such as natural language processing, network analysis, and predictive modeling, to identify patterns, trends, and anomalies
- Develop and validate AI models using various data sources and ensure models are accurate, reliable, and explainable
- Collaborate with other data scientists, AI specialists, and stakeholders to integrate models into larger systems
Ethics and Governance
- Participate in the development of ethics and governance frameworks
- Ensure solutions are developed and deployed in accordance with policies and procedures
- Collaborate with stakeholders to address risks and concerns
- Develop and maintain data and AI architectures and governance frameworks to ensure quality, security, and compliance
Integration and Management
- Integrate and manage large datasets from a variety of sources
- Design, develop, and deploy AI-powered solutions and integrate AI technologies with existing systems and infrastructure
Insight Generation and Communication
- Collaborate with subject matter experts to develop and refine data and AI-driven solutions to complex problems
- Develop and present findings and recommendations to senior stakeholders, including written reports, briefings, and visualizations
- Communicate complex technical concepts to non-technical stakeholders
Research and Development
- Identify and evaluate new emerging trends, techniques and technologies in data science and artificial intelligence, to include deep learning, machine learning, natural language processing, and computer vision
Collaboration and Teamwork
- Work closely with cross-functional teams to identify and address data and AI driven challenges
- Participate in working groups and communities of interest to share knowledge and best practices
- Collaborate with internal and external partners to advance data and AI capabilities