AI Full-Stack Developer
Abacus Technology19 hours ago
Arlington, VA, USASenior
Responsibilities
- Collaborate with government subject matter experts, users, and teammates to design and deliver AI governance frameworks, workflows, and applications.
- Configure, customize, and integrate enterprise AI tools and platforms, including Collibra and Databricks.
- Build front-end applications, back-end services, APIs, databases, cloud integrations, dashboards, and reports incorporating AI/ML capabilities.
- Develop generative AI capabilities such as intelligent search, knowledge assistants, document analysis, summarization, classification, recommendation, and workflow automation.
- Develop data pipelines and AI/ML workloads using Databricks notebooks, workflows, Delta Lake, Unity Catalog, MLflow, and model-serving capabilities.
- Support AI inventories, use-case registration, risk classification, approval workflows, monitoring, auditability, and responsible AI controls.
- Create playbooks and reusable templates for AI use-case intake, model and data documentation, bias testing, fairness assessments, explainability, security reviews, release approvals, and post-deployment monitoring.
- Implement reusable workflow templates across GitHub, Azure DevOps, Jira, Confluence, Collibra, Databricks, and the broader Atlassian environment.
Requirements
- At least 5 years of software development experience, including at least 2 years with relevant AI tools and technologies.
- Bachelor’s degree in computer science, software engineering, data science, information systems, or a related field; additional experience may substitute for the degree requirement.
- Hands-on experience with AI/ML development and operations within an AI framework or platform, including bias mitigation, explainability, and fairness-assessment controls.
- Experience configuring, developing, or integrating AI and ML tools and creating role-based technical playbooks and operational guidance.
- Experience developing generative AI or large language model applications.
- Hands-on experience with Databricks or a comparable platform for data engineering, analytics, machine learning, or AI development.
- Experience with Collibra or a comparable enterprise data-governance platform; Collibra and Databricks Unity Catalog integration experience is preferred.
- Experience with MLflow, LangChain, LlamaIndex, semantic search, vector databases, and model-serving platforms is desired.
- Experience implementing bias detection, bias mitigation, model explainability, or fairness-assessment processes; experience with SHAP, LIME, Fairlearn, or AI Fairness 360 is preferred.
- Proficiency in Python and at least one additional language such as Java, JavaScript, TypeScript, or C#.
- Experience with a modern front-end framework such as React, Angular, or Vue.
- Knowledge of SQL, data modeling, data pipelines, relational databases, and non-relational databases.
- Knowledge of responsible AI and AI risk-management frameworks, including NIST AI RMF and ISO/IEC 42001, is desired.
- Must be a U.S. citizen and meet eligibility requirements for access to classified information following a U.S. government security investigation.
Benefits
- Full-time position.
- U.S. government security investigation and classified-information access eligibility are required.
- Equal employment opportunity is provided, including for veterans and individuals with disabilities.
Tech Stack
Categories
About Abacus Technology
Abacus Technology provides IT services, systems engineering, cybersecurity, and enterprise management for U.S. government customers, notably defense and civilian agencies. The privately held firm, founded in 1983 and based in Chevy Chase, MD, delivers contract-based support ranging from network operations and telecom to strategic communications and research; recent roles include operating boundary security and datacenter infrastructure for U.S. Air Force network operations.