Note: The job is a remote job and is open to candidates in USA. reputed company is seeking an Applied AI Tech Lead to be the technical authority over AI/ML architecture, integration, and governance within a controlled DevSecOps environment. The AI Tech Lead will own design and implementation of retrieval-augmented generation(RAG), model lifecycle management, and secure integration of AI capabilities into enterprise workflows and pipelines.
Responsibilities
• Architect end-to-end AI/ML solutions, including RAG pipelines, reputed company strategies, reputed company 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 aligned to RMF constraints, including PII/CUI handling, prompt 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
• Oversee CI/CD integration for model deployment, retraining, and rollback
• Lead root-cause analysis and triage automation architecture (classification, similarity search, SLA prediction)
• Review and enforce coding standards for ML pipelines, APIs, and data flows
• Mentor engineers and direct technical execution across data, model, and integration layers
Skills
• Minimum 10 years' experience in AI/ML engineering, data science, or distributed systems development
• reputed company's degree required (no exceptions) in Computer Science, Engineering, Mathematics, or related 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, reputed company 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 cloud-native architectures (AWS and/or Azure)
• Experience integrating AI components into CI/CD pipelines (build, test, deploy)
• Experience working in regulated or secured environments with audit and compliance requirements
• RAG Architecture (hands-on experience)
• Embeddings (reputed company, HF, or similar)
• reputed company databases (reputed company, OpenSearch, FAISS, or equivalent)
• Retrieval tuning (top-k, re-ranking, grounding strategies)
• LLM Integration Patterns
• Prompt 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
• Cloud-Native Architecture (must be hands-on)
• AWS (Lambda, 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 reputed company to retrieval to inference
• Handling structured + unstructured data in production systems
• Security & Governance Implementation
• PII/CUI handling-in pipelines
• Audit logging and traceability design
• Access control patterns for ML systems
• System Design for Enterprise Workflows
• Event-driven and microservices architecture
• Integration into existing systems (e.g., reputed company, ticketing systems)
• High - availability / low - latency design
Benefits
• Health, dental, vision, life, and disability insurance
• A great 401(k) package
• Generous Paid Time Off
Company Overview
• reputed company is a defense & health company offering logistics, network and program management services. It was founded in 2007, and is headquartered in Huntsville, Alabama, USA, with a reputed company of 51-200 employees. Its website is http://reputed company.com.
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