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Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Principal Data Architect - **Company:** BENAROYA RESEARCH INSTITUTE - **Location:** United States - **Experience:** Expert - **Contract:** Contract - **Skills:** Amazon Web Services, Business Analytics Applications, Data Analysis, Computing Platforms, Cloud Computing, Data Architecture, Data Discovery, Data Infrastructure, Graph Database, Search Technologies, Data Layers, AWS Data Analytics - **Published:** May 29, 2026 - **Apply:** https://www.indeed.com/viewjob?jk=d69388cc162d4066 ## About the Role Do you have experience in Technical solutions implementation?, * Extensive experience in data architecture and platform design within large-scale, cloud-based environments * Strong hands-on experience designing and implementing semantic layers or knowledge graph-based architectures * Deep expertise with AWS data and analytics services * Experience designing architectures that support advanced analytics, data discovery, and semantic search use cases * Proven ability to work across PoC and production environments, translating concepts into operational solutions * Strong leadership skills with experience guiding teams through complex architectural transformations * Ability to communicate complex technical concepts clearly to both technical and non-technical stakeholders, * Experience with agent-based or agentic architectures for data interaction and insight generation * Familiarity with conversational analytics or chat-based business intelligence tools * Experience working with explainable or transparent analytics solutions * Background supporting business-facing data products or self-service analytics platforms ## Description Adastra is looking for a senior, hands-on Principal Data Architect to lead the evolution of a modern AWS-based data platform from a federated data products layer into a scalable semantic layer powered by a Knowledge Graph. This role plays a critical part in shaping the architecture and technical direction of a next-generation data portal that enables advanced analytics, semantic search, and intuitive business-facing data experiences. You will act as both a technical leader and architect, working closely with engineering and product teams to bring proven concepts into production while helping build and guide a high-performing architecture team., * Define and own the architecture vision for expanding the data platform from federated data products to a semantic layer powered by a Knowledge Graph * Lead the design and implementation of semantic and context graphs to support advanced analytics, data discovery, and insight generation * Architect agentic systems layered on top of the data platform to enable semantic search, comprehension, and conversational data interactions * Guide the productionization of a completed Proof of Concept into a scalable, enterprise-ready solution * Provide hands-on technical leadership while helping build and mentor a high-performing data architecture team * Collaborate with engineering, analytics, and product partners to align architecture decisions with business outcomes * Ensure solutions are transparent, explainable, and accessible through business-facing interfaces ## Related Videos - [Data Science in Retail](https://www.wearedevelopers.com/videos/586-data-science-in-retail) - [Why Your AI Agent Keeps Hallucinating Your Data: Building Deterministic Context Layers](https://www.wearedevelopers.com/videos/2055-why-your-ai-agent-keeps-hallucinating-your-data-building-deterministic-context-layers) - [Alibaba Big Data and Machine Learning Technology](https://www.wearedevelopers.com/videos/37-alibaba-big-data-and-machine-learning-technology) - [3 Ways to Rebuild the Data Stack for Agents](https://www.wearedevelopers.com/videos/100091-3-ways-to-rebuild-the-data-stack-for-agents) - [Data Science on Software Data](https://www.wearedevelopers.com/videos/162-data-science-on-software-data) - [How to govern Vibe Coding for the Enterprise](https://www.wearedevelopers.com/videos/100290-how-to-govern-vibe-coding-for-the-enterprise) ## Related Articles - [Top Big Data Technologies That You Need to Know](https://www.wearedevelopers.com/magazine/108-top-big-data-technologies-that-you-need-to-know) - [Making Data Warehouses Fast: A Developer’s Story](https://www.wearedevelopers.com/magazine/107-making-data-warehouses-fast-a-developer-s-story) - [Graph and AI Trends 2026: Why Is AI Running but Not Yet Delivering?](https://www.wearedevelopers.com/magazine/680-graph-and-ai-trends-2026-why-is-ai-running-but-not-yet-delivering) - [Coffee with Developers - Maria Apazoglou - Making AI understandable for all in production](https://www.wearedevelopers.com/magazine/475-coffee-with-developers-maria-apazoglou-making-ai-understandable-for-all-in-production) - [Data Engineer Salary UK](https://www.wearedevelopers.com/magazine/253-data-engineer-salary-uk) - [Data Analyst Salary in the UK](https://www.wearedevelopers.com/magazine/278-data-analyst-salary-in-the-uk)