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Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Software Engineer - **Company:** NewGen Technologies - **Location:** Herndon, VA, United States - **Experience:** Expert - **Contract:** Permanent contract - **Skills:** Amazon Web Services, Cloud Engineering, Computer Programming, Amazon DynamoDB, Systems Analysis, Python (Programming Language), Performance Tuning, Scrum Methodology, Search Technologies, Software Engineering, Management of Software Versions, Enterprise Software Applications, Large Language Models, Model Validation, Generative AI, AI Platforms, Infrastructure Automation Frameworks, Cloudwatch, Security Orchestration, Automation & Response - **Published:** September 16, 2026 - **Apply:** https://www.clearancejobs.com/jobs/9163150/software-engineer ## About the Role * TS/SCI CI Poly Clearance * Generative AI (expert level) * 5+ years of software development and cloud architecture experience * 2+ years of hands-on AWS experience with production workloads * 2+ years of experience with Generative AI technologies and LLM deployment * Prove track record of enterprise-scale architecture design and implementation * Experience with Partner's customers * Deep understanding of GenAI foundation models and deployment patterns * Strong programming skills in Python and infrastructure-as-code tools * Experience with vector databases and semantic search technologies * Expert-level knowledge of AWS services including: Amazon Bedrock, OpenSearch Service, CloudWatch, ECS/EKS, RDS/DynamoDB * Strong understanding of security automation and compliance frameworks * Ability to work independently and drive initiatives with minimal oversight * Strong problem-solving and analytical thinking capabilities * Experience leading technical discussions and influencing architecture decisions * Comfortable working in ambiguous, fast-paced environments * Customer-obsessed mindset with focus on delivering measurable outcomes * Able to travel onsite periodically for meetings and ceremonies ## Description * Model Routing & Orchestration + Design and implement intelligent model routing logic using ML-based classification to direct requests to appropriate LLMs based on conversational context, task complexity, and performance requirements + Build and maintain orchestration layers (e.g. using AWS Bedrock, LangChain, or custom frameworks) to manage multi-model workflows + Train, evaluate, and iterate on classification models that drive routing decisions using evaluation frameworks and feedback loops * Conversation Contextualization + Architect and implement conversation context analysis systems that extract intent signals and contextual features from multi-turn interactions to inform routing decisions + Design context retrieval and embedding strategies to analyze conversational history and accurately interpret user intent across multi-turn interactions + Develop prompt engineering standards and context window management techniques to support accurate intent classification and routing across production use cases * Enterprise Platform Engineering + Architect Gen AI solutions that scale to enterprise workloads - including high-availability design, performance optimization, and cost management + Apply Gen AI platform best practices: observability, model evaluation, guardrails, responsible AI controls, and versioning + Design and maintain data extraction and transformation pipelines to support model training, evaluation, and integration with enterprise applications * Delivery & Collaboration + Participate fully in Agile/Scrum ceremonies: sprint planning, daily standups, retrospectives, and sprint reviews + Collaborate with the Engagement Manager to track progress, surface risks, and ensure delivery aligns with contractual commitments + Produce clear technical documentation, architecture diagrams, and handoff artifacts consistent with delivery standards + Engage directly with customer stakeholders and technical counterparts to gather requirements and validate solutions ## Related Videos - [The Future of Developer Experience with GenAI: Driving Engineering Excellence](https://www.wearedevelopers.com/videos/1107-the-future-of-developer-experience-with-genai-driving-engineering-excellence) - [From Black Box to Glass Box : Bedrock AgentCore Observability](https://www.wearedevelopers.com/videos/2126-from-black-box-to-glass-box-bedrock-agentcore-observability) - [Your imaginations is (no longer) the limit: how Generative AI empowers people to be creative](https://www.wearedevelopers.com/videos/741-your-imaginations-is-no-longer-the-limit-how-generative-ai-empowers-people-to-be-creative) - [This App Reached 10,000 Users in One Week. Here's How.](https://www.wearedevelopers.com/videos/100329-this-app-reached-10-000-users-in-one-week-here-s-how) - [Supercharge your cloud-native applications with Generative AI](https://www.wearedevelopers.com/videos/950-supercharge-your-cloud-native-applications-with-generative-ai) - [30 powerful AWS hacks in just 30 minutes: Boost your developer productivity](https://www.wearedevelopers.com/videos/1624-30-powerful-aws-hacks-in-just-30-minutes-boost-your-developer-productivity) ## Related Articles - [Got AI ideas but no money? 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