AI/ML Solutions Architect-Data Analytics & Software Optimization

Fedwriters - Falls Church, VA

Full-time - Mid Level

Falls Church, VA

Professional, Scientific, and Technical Services

About the position

The AI/ML Solutions Architect at FedWriters will support the Department of Defense in integrating multi-source data and analytics to enhance biosurveillance capabilities. This role focuses on analyzing software development and data acquisition needs, collaborating with a hybrid team to build and deploy analytical solutions, and optimizing software designs for performance.

Responsibilities

• Analyze and assess software development or data acquisition requirements and determine optimum, cost-effective solutions.
• Support and work with a hybrid team of analysts, engineers, and developers to conduct research and build and deploy complex analytical capabilities.
• Collaborate with data scientists, UX designers, cognitive scientists, developers, and testers to create cohesive designs for scalable solutions.
• Optimize software designs and architectures to meet performance targets and develop methodologies to capture performance metrics.

Requirements

• Bachelor's degree with 7-10 years of experience, or a Master's degree with 5 years of experience.
• Active Secret level security clearance.
• Significant experience in one or more scripting languages such as Python, R, or Java.
• Experience in AI/ML model development, containerization, and productization.
• Knowledge Graph construction and reasoning experience, including property graph or RDF model frameworks.
• Experience with Elasticsearch and related indexing technologies.
• Previous experience in Data Analytics or Big Data research, particularly in support of military or intelligence community customers.
• Experience with open source and publicly available information (PAI) data sources and forensic media.
• Experience developing predictive algorithms.
• Familiarity with cyber security or network security operations.

Nice-to-haves

• Experience with social network analysis, supply chain analysis, forensic accounting, pattern of life, natural language processing, social media analysis, classification algorithms, and/or image processing.
• Experience blending analytical methodologies and leveraging existing COTS/GOTS/OS tools in unconventional manners.

Benefits

• Health Insurance
• Dental Insurance
• Vision Insurance
• Long-term and Short-term Disability Insurance
• Life Insurance
• 401(k) Plan
• Holiday Pay
• Paid Time Off