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Backend AI Architect with .NET

Envision Technology Solutions

Reston · On-site Full-time Lead 5d ago

About the role

Backend AI Architect

Must Have Technical/Functional Skills

Core Back End Architecture

  • Strong experience architecting scalable, secure, and observable distributed systems, including microservices and event driven architectures.
  • Proven expertise defining service architecture strategies, including APIs, data contracts, and runtime platforms across multiple teams.
  • Deep understanding of system design fundamentals such as consistency models, caching strategies, resilience patterns, and fault tolerance.
  • Hands on experience with at least one major backend ecosystem: Node.js/TypeScript, Java/Kotlin, .NET, Python, or Go.
  • Strong background in operational excellence, including observability, performance tuning, incident response, and reliability engineering.
  • Experience partnering with product, security, SRE, and data teams to translate business requirements into resilient technical solutions.

AI Driven & Intelligent Platform Skills

  • Experience integrating or developing with LLMs and Generative AI services within enterprise platforms.
  • Strong understanding of prompt engineering, evaluation techniques, and AI quality metrics.
  • Experience architecting inference systems, including routing, batching, caching, and cost optimization.
  • Ability to design intelligent service flows, including Retrieval Augmented Generation (RAG) and agent-based architectures.
  • Familiarity with AI safety, governance, and responsible AI principles.
  • Experience developing AI powered platform components, such as intelligent API gateways, policy engines, or observability assistants.
  • Knowledge of AI driven analytics and telemetry for monitoring model performance and service health.

Cloud, Integration & Platform Engineering

  • Experience with cloud platforms (AWS preferred; Azure/GCP acceptable).
  • Strong understanding of API gateways, service mesh, and networking fundamentals.
  • Hands on experience with data and streaming technologies such as SQL, NoSQL, Kafka, and Redis.
  • Experience with CI/CD pipelines, infrastructure as code, automated testing, and progressive delivery strategies.
  • Solid grounding in security fundamentals, including threat modeling, identity, encryption, and secure by default design patterns

Roles & Responsibilities

Back End Architecture Leadership

  • Architect and design enterprise scale backend platforms that are secure, highly available, performant, and cost efficient.
  • Define and govern service architecture standards, API contracts, and runtime patterns across development teams.
  • Drive technical decisions that balance innovation, maintainability, operability, and long-term platform health.
  • Mentor and guide engineering teams in implementing services, APIs, and shared platform capabilities.

AI Augmented Platform Architecture

  • Define and implement AI augmented backend architectures, including inference aware service patterns and model serving strategies.
  • Integrate LLMs and GenAI capabilities into customer facing features and internal platforms.
  • Establish spec driven development workflows leveraging AI to improve developer productivity and quality.
  • Partner with Data Science, ML Engineering, and Product teams to operationalize models with strong SLAs, security, and cost controls.
  • Evaluate emerging AI frameworks and align solutions with enterprise standards and governance models.

Developer Experience & Engineering Excellence

  • Champion Developer Experience (DevEx) by improving local development tooling, CI/CD quality gates, and test automation.
  • Establish best practices for coding standards, secure development, performance optimization, and reliability engineering.
  • Promote observability first design using logs, metrics, traces, and AI assisted insights.

Education

  • Bachelor’s degree

Skills

.NETAPI GatewaysAPIsAWSAzureCI/CDCachingData ContractsEvent Driven ArchitecturesGenerative AIGoGCPInfrastructure as CodeIncident ResponseJavaKafkaKotlinLLMsMicroservicesML EngineeringNoSQLNode.jsObservabilityPerformance TuningPythonRAGRedisReliability EngineeringSQLService MeshTypeScriptThreat Modeling

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