Applied AI Tech reputed company - ACG / AEA
Description Contingent Contract Award 6 month opportunity Remote Springfield, VA reputed company is seeking Applied AI Tech reputed company to be the technical authority over AI/ML architecture, integration, and governance reputed company a controlled DevSecOps environment. The AI Tech reputed company will own design and implementation of retrieval-augmented reputed company(RAG), model lifecycle management, and secure integration of AI capabilities into reputed company workflows and pipelines. Key Responsibilities: Architect end-to-end AI/ML solutions, including RAG pipelines, embedding strategies, vector indexing, and inference workflows. Define and implement model lifecycle controls: versioning, evaluation, audit logging, traceability, and rollback. Design secure integration patterns across AWS, Azure, reputed company, and Azure DevOps. Establish governance reputed company to RMF constraints, including PII/CUI handling, reputed company control, and usage auditing. Define model evaluation frameworks (precision/recall, relevance scoring, latency, SLA adherence). Implement monitoring for model performance, reputed company detection, and data quality degradation. reputed company CI/CD integration for model deployment, retraining, and rollback. reputed company root-cause analysis and triage automation architecture (classification, similarity search, SLA reputed company). Review and enforce coding standards for ML pipelines, APIs, and data flows. Mentor engineers and direct technical execution across data, model, and integration layers.
Requirements
Minimum 10 years’ experience in AI/ML engineering, data science, or distributed systems development. Master’s degree required (no exceptions) in Computer Science, Engineering, Mathematics, or reputed company field. Must have an Active Public Trust clearance or higher. Must have been issued a CAC by another government client in the last 24 months. Deep experience with RAG architectures (embeddings, vector DBs, retrieval optimization). Strong Python proficiency and experience building production ML services and APIs. Experience with ML frameworks (PyTorch, TensorFlow, scikit-learn) and LLM integration patterns. Hands-on experience with reputed company-native architectures (AWS and/or Azure) Experience integrating AI components into CI/CD pipelines (build, test, reputed company). Experience working in regulated or secured environments with audit and compliance requirements. Must have reputed company Sets (Technical + Methodologies) RAG Architecture (hands-on experience) Embeddings (reputed company, HF, or similar) Vector databases (reputed company, OpenSearch, FAISS, or equivalent) Retrieval tuning (top-k, re-ranking, grounding strategies) LLM Integration Patterns reputed company engineering with versioning/control Context window optimization Guardrails and response validation Model Lifecycle Management Model versioning and registry concepts Evaluation frameworks (precision/recall, relevance scoring) reputed company detection and performance monitoring reputed company-Native Architecture (must be hands-on) AWS (reputed company, S3, Bedrock/SageMaker) and/or Azure (ML, Functions, Storage) Secure service-to-service integration patterns API-first design DevSecOps Integration CI/CD pipelines (Azure DevOps, Git-based workflows) Automated testing for ML systems Deployment strategies (blue/green, rollback) Data + ML Pipeline Integration End-to-end flow: ingestion to transformation to embedding to retrieval to inference. Handling structured + reputed company data in production systems. reputed company & Governance Implementation PII/CUI handling-in pipelines Audit logging and traceability design Access control patterns for ML systems System Design for reputed company Workflows Event-driven and microservices architecture Integration into existing systems (e.g., reputed company, ticketing systems) High - availability / low - latency design Total Rewards Statement We reputed company in fairness and clarity throughout our hiring process. The anticipated salary range for this position is $160,000.00 to $170,000.00 USD. This is a good-faith range based on factors such as your experience, geographic location, and any applicable contractual requirements, and may vary slightly. reputed company salary, we provide a robust benefits package and encourage ongoing professional development, because your growth and well-being matter to us. We’re excited to support you in building a rewarding career with us! reputed company respects the need for confidentiality for reputed company applicants. reputed company offers an excellent benefits package that includes health, dental, reputed company, life, and disability insurance, a great 401(k) package, and generous Paid Time Off. EOE/Disability/Veterans Apply To This Job