Junior Predictive Analytics Engineer; Analytic Efficiency - Cle Security Clearance

Position: Junior Predictive Analytics Engineer (Analytic Efficiency) - Cle with Security Clearance
Cydecor is a premier Federal Government solutions provider, delivering differentiated innovations in mission systems and business platforms. We leverage leading-edge secure systems and software development, backed by industry-leading subject matter expertise, and business intelligence to enable decision-support and remain ahead of ever-evolving national security challenges. Our success rests squarely on three bedrock principles:
People, our center of gravity;
Mission, what inspires us; and an unyielding commitment to Excellence, what separates us.

Job Description:

We are looking for a Junior Predictive Analytics Engineer (Analytic Efficiency Enablement) to employ mathematics, statistics, information science, artificial intelligence, machine learning, network science, probability modeling, data mining, data engineering, data warehousing, data compression, data protection, and/or other scientific techniques to correlate complex, technical findings into graphical, written, visual and verbal narrative products on trends of existing intelligence data to leverage other IC data sources.

Work locations vary throughout the National Capital Region (NCR), with Reston, VA and Washington, DC being primary locations.

Responsibilities include:

The selected individual will:
* Develop and utilize machine learning and data mining algorithms, including, but not limited to, Multiple Information Model Synthesis Architecture (MIMOSA) prediction algorithms based on open-source capabilities.
* Integrate or code algorithms to support Government intelligence search and discovery missions, make best practice recommendations on managing data within hardware, software, storage, and bandwidth constraints.
* Employ data science techniques to support predictive analysis, social media and crowd-source data analytics, wargaming, and strategy development.
* Employ exploratory analysis and rapid iteration techniques of large volumes of data to quickly derive intelligence.
* Prepare products to describe and document findings and activities.
* Review and evaluate OBI documentation submitted by data and AA owners to ensure compliance with tradecraft standards and adherence to best practices in system development and deployment.
* Assess OBI documentation for completeness, accuracy, and thoroughness, and provide detailed feedback to data and AA owners and developers.
* Assist in maintaining a repository of OBI documentation to facilitate knowledge sharing and best practices across the organization.
* Collaborate with team members to identify and implement practices for responsible AI development, including but not limited to bias detection, hallucination recognition, prompt fairness testing, adherence to analytic tradecraft standards and security policies.
* Provide consultation and guidance to NA owners, developers, and stakeholders on OBI governance and knowledge modeling, including best practices for system development, testing, and deployment.
* Collaborate with team members to develop and refine semantic data retrieval and reasoning across knowledge graphs through development and optimization of data queries via multiple protocols (e.g. Graph

QL, SPARQL, SHACL, SQL).
* Collaborate with AA owners and developers to identify and address potential issues or gaps in OBI documentation.
* Develop and deliver training materials and workshops to educate AA owners, developers, and stakeholders on the OBI process and its application in AI system development.
* Assist analytic methodologists and AA owners in translating technical documentation into analytic tradecraft compliant language.
* Collaborate with team members to develop and refine exploratory efforts leveraging novel technologies (e.g. large language models, natural language processing, machine learning) to support and automate entity recognition and extraction, summarization, in accordance with analytic tradecraft standards, to enhance advanced analytic integration for OBI efforts.
* Collaborate with stakeholders to develop, implement, and refine best practices for translating technical documentation into tradecraft compliant language.
* Review and edit translated documentation…