Data and AI Integration Subject Matter Expert (SME)
Noblis · Reston, VA · Yesterday
Information Technology$87k–$173k/yrFull-time
Responsibilities
- Design, implement, and maintain robust data management frameworks to include but not limited to SQL databases to ensure the integrity, security, and accessibility of enterprise data across mobile network environments.
- Develop and enforce data governance policies, implementing secure data storage and transmission protocols.
- Integrate Artificial Intelligence (AI) and Machine Learning (ML) solutions to enhance cybersecurity V&V capabilities. This includes leveraging AI-platforms such as the Palantir Foundry (currently in use by the FirstNet Authority).
- Ensure that all AI integrations adhere to ethical guidelines, maintain transparency, and support explainability of automated decisions.
- Provide documentation, training, and continuous improvement strategies to sustain data quality and AI-enabled security capabilities.
- Support a variety of data analytics activities for improving oversight of the NPSBN and verification and validation of program deliverables. This includes:
- Analyze complex structured and unstructured data.
- Enrich data using both internal and externally sourced data.
- Employ advanced data science principles, including state-of-the-art techniques as appropriate (e.g., machine learning, artificial intelligence) to develop compelling stories.
- Perform a wide variety of analytics tasks, such as link, pattern, statistical, behavioral, and geospatial analysis.
- Identify unobvious relationships within the data.
- Identify data gaps within existing program deliverables and opportunities for the addition of new data attributes.
- Perform other analytical functions as requested by the FirstNet Authority.
Required Qualifications
- Expert in the data and AI management field with 9+ years of experience in database management and AI/ML models and database systems, have substantial knowledge in designing, implementing, and optimizing relational and NoSQL databases as well as a proven ability to integrate AI/ML models with database systems.
- Strong experience in database performance tuning, indexing strategies and query optimization for large-scale systems.
- Minimum of 5 years’ experience with data pipelines and ETL tools, proficiency in SQL, Python and at least one additional programming language.
- Minimum of 5 years’ experience with cloud-based database services and experience with API development and integration for AI-driven applications.
- Proven understanding of data governance, security compliance and privacy regulations.
- Strong professional, interpersonal, and organizational skills.
- Strong written and verbal communication skills with ability to create technical documents for various audiences.
- Ability to work independently and as part of a team in a fast-paced environment.
- Ability to obtain and maintain a public trust.
- Average of 9+ years of experience related experience.
- Bachelor's degree in relevant field (telecommunications, computer science, data analytics, cybersecurity, or related discipline).
Desired Qualifications
- Experience working within telecommunications initiatives.
- Knowledge of mobile wireless network architecture critical design reviews.
- Knowledge of wireless network coverage and capacity planning, and network build, operations, and management.
- Proficiency with software and tools, e.g., InfoVista's Planet tool, MapInfo and ESRI Arc-GIS, Tableau, Microsoft Power Platform (Power Automate, SharePoint, PowerApps, Power BI), Telecommunication drive test postprocessing tools (Accuver's XCAL, Rohde and Schwarz tools), Microsoft SharePoint, Lists, Forms, and MS Teams Integration.
- Experience with nationwide public safety communications programs or projects.
- Certifications such as Project Management Professional (PMP).