Junior Data Scientist - OBI Analytic Efficiency

- Conduct analyses in data science, data engineering, data mining, exploratory analysis, predictive analysis, and statistical assessment. - Employ scientific techniques to convert data into graphical, written, and verbal narratives that inform high-quality analytical decisions. - Actively gather data from various sources to enhance understanding. - Develop and utilize AI/Machine Learning tools to automate processes for improved efficiency. - Create high-quality predictive systems. - Use data visualization tools, including Microsoft Office (Power BI) and Tableau. - Work with major data science programming languages such as R and Python. - Manage and integrate disparate data sources, ideally through R, Python, or SQL. - Conduct statistical evaluations and apply data mining algorithms. - Collaborate with senior data scientists to design, develop, and assess innovative algorithmic intelligence solutions for OBI. - Recommend advanced statistical or mathematical techniques that could assist in evaluating alternatives. - Contribute to formulation models and experimental design. - Share responsibility with the team for advancing analytical techniques and assessments. - Work together with colleagues to refine exploratory efforts utilizing novel technologies. - Automate ontologies and related components to guarantee semantic precision, relevance, and interoperability. - Review data science, AI, ML, and other advanced analytical methods for inherent risks, biases, and limitations. - Collaborate on semantic data retrieval and reasoning across knowledge graphs through the optimization of data queries via multiple protocols. - Stay up-to-date with independent research on analytical methods in government, industry, and academia, ensuring senior leadership is informed of advancements. - Implement incremental improvements to tools, capabilities, processes, and methodologies. - Provide expertise in emerging data science methods, tools, and algorithms. - Act as the primary contact for data science proficiency, ensuring adherence to tradecraft compliance and analytical standards. - Assess OBI documentation for completeness and precision, offering thorough feedback to stakeholders. - Guide stakeholders on OBI governance and knowledge modeling best practices for AI system development, testing, and deployment. - Collaborate to establish practices for responsible AI development that incorporate bias detection and adherence to standards and security policies. - Facilitate stakeholders in converting technical documentation into compliant analytical language. - Automate entity recognition and extraction summarization according to analytical standards. - Perform audits to ensure compliant system usage for approved analyses in all-source evaluations. - Maintain a repository for audit findings and recommendations to foster knowledge sharing and best practices. - Contribute technical insights into software and graphing systems development. - Create scripts to manage data science workflows. - Navigate ambiguous information, formulating key questions, capitalizing on spatial data, and developing data structures for observations. - Collaborate with vendors and software development teams to execute distributed algorithms.