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AI Data & Knowledge Architect, Senior Manager

Booz Allen Hamilton

McLean, VAFull-time$143–266K/yrPosted 2w agoStill listed today

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At a glance

Compensation
$143–266K/yr
Location
McLean, VA
Schedule
Full-time
Work Authorization
US work authorization required

Olive lists jobs from US employers, including remote roles you can work from the United States.

Job overview

The AI Data & Knowledge Architect will design enterprise data architectures and build pipelines, knowledge indexes, and retrieval services for AI applications. The role works with source-system owners and engineering teams to integrate structured and unstructured data while maintaining permissions, lineage, quality, and freshness. It also owns data and retrieval service reliability and partners with AI engineering on retrieval behavior and response quality.

Skills & qualifications

RequiredNice to have

Skills

Databricks, nice to haveSpark, nice to haveDelta Lake, nice to haveVector Databases, nice to haveData Modeling, nice to haveSchema Design, nice to haveData Contracts, nice to haveAPI Design, nice to haveAccess Patterns, nice to haveData Governance, nice to haveSource Permissions, nice to haveData Lineage, nice to haveData Quality Controls, nice to haveMonitoring, nice to haveETL/ELT Pipelines, nice to haveSQL, nice to havePython, nice to haveRetrieval-Augmented Generation, nice to haveEmbeddings, nice to haveVector Indexes, nice to haveSemantic Search, nice to haveHybrid Search, nice to haveTroubleshooting, nice to haveRelevance Assessment, nice to haveLatency Assessment, nice to haveScalability Assessment, nice to haveData Quality Assessment, nice to haveArchitecture Design, nice to haveIntegration Standards, nice to haveGovernance Patterns, nice to havePermission-Aware Retrieval, nice to haveMetadata Enrichment, nice to haveIncremental Ingestion, nice to haveKnowledge Engineering, nice to haveCustomer Connectors, nice to haveData Services, nice to have

Qualifications

Bachelor's Degree or 10+ Years Experience, required9+ Years Enterprise Data Platform Experience, requiredU.S. Citizenship, required

Benefits

Medical Insurance
401(k) Match
Paid Time Off
Tuition Assistance

Full job description

AI Data & Knowledge Architect, Senior ManagerThe Opportunity: Make enterprise data and knowledge usable, governed, and dependable for AI applications. You will design data architectures and build the pipelines, knowledge indexes, and retrieval services that ground agents in authorized enterprise information.

You will work with source-system owners and engineering teams to define data contracts, integrate structured and unstructured sources, and maintain permissions, lineage, quality, and freshness. You will own the reliability of data and retrieval services while partnering with AI engineering on application retrieval behavior and response quality. Due to the nature of work performed within this facility, U.S. citizenship is required.

Join us. The world can't wait.

You Have:

  • Experience with Databricks, Spark, Delta Lake, or vector databases
  • Experience defining data models, schemas, data contracts, APIs, and access patterns that support downstream applications
  • Experience with data governance, source permissions, lineage, quality controls, and monitoring for freshness and availability
  • Experience developing, testing, and operating ETL or ELT pipelines, including SQL and Python
  • Knowledge of retrieval augmented generation, embeddings, vector indexes, and semantic or hybrid search
  • Ability to troubleshoot ingestion and retrieval failures, and assess relevance, latency, scalability, and data quality
  • Ability to translate enterprise requirements into architecture decisions, integration standards, and governance patterns
  • Bachelor's degree and 9+ years of experience designing or implementing enterprise data platforms, Lakehouse architectures, and integrations for structured and unstructured data, or 10+ years of experience designing or implementing enterprise data platforms, Lakehouse architectures, and integrations for structured and unstructured data in lieu of a degree

Nice If You Have:

  • Experience with permission-aware retrieval, metadata enrichment, incremental ingestion, or knowledge engineering
  • Experience delivering reusable customer connectors and data services for production AI applications

Compensation At Booz Allen, we celebrate your contributions, provide you with opportunities and choices, and support your total well-being. Our offerings include health, life, disability, financial, and retirement benefits, as well as paid leave, professional development, tuition assistance, work-life programs, and dependent care. Our recognition awards program acknowledges employees for exceptional performance and superior demonstration of our values. Full-time and part-time employees working at least 20 hours a week on a regular basis are eligible to participate in Booz Allen’s benefit programs. Individuals that do not meet the threshold are only eligible for select offerings, not inclusive of health benefits. We encourage you to learn more about our total benefits by visiting the Resource page on our Careers site and reviewing Our Employee Benefits page.

Salary at Booz Allen is determined by various factors, including but not limited to location, the individual’s particular combination of education, knowledge, skills, competencies, and experience, as well as contract-specific affordability and organizational requirements. The projected compensation range for this position is $142,900.00 to $266,000.00 (annualized USD). The estimate displayed represents the typical salary range for this position and is just one component of Booz Allen’s total compensation package for employees. This posting will close within 90 days from the Posting Date. Identity Statement As part of the hiring process, we will ask you to complete an identity verification process that leverages advanced biometrics and artificial intelligence to ensure authenticity and protect against identity fraud. You are expected to be on camera during interviews and assessments. We reserve the right to take your picture to verify your identity and prevent fraud.

Candidate AI Usage Policy AI is a part of our daily work at Booz Allen, and we are committed to the responsible and ethical use of AI tools. However, we want to ensure a fair candidate process based on your own skills and knowledge. As part of this commitment, the use of artificial intelligence (AI) or other tools to assist with responses during interviews (whether in-person or virtual) is prohibited unless permission is explicitly provided.

Work Model Our people-first culture prioritizes the benefits of collaboration. To support engagement and effective communication, employees working virtually are generally expected to have their cameras on during meetings.

  • Remote: If this position is listed as remote, there may still be occasions when you are required to work in person at a Booz Allen or customer facility.
  • Hybrid: If this position is listed as hybrid, you will be expected to work from a Booz Allen or customer facility, in alignment with your leadership's expectations and the needs of the role.
  • Onsite: If this position is listed as onsite, work will primarily be performed full-time at a customer facility, where employees will collaborate directly with colleagues and customers as required by the role.

Commitment to Non-Discrimination All qualified applicants will receive consideration for employment without regard to disability, status as a protected veteran or any other status protected by applicable federal, state, local, or international law.

How this job compares

Set against the 1,661 open Data Architect jobs on Olive Jobs, counted November 10, 2026.

Pay
  • This posting$143–266K/yr
  • Virginia median$131–208K/yr87 salary ranges
  • US median$131–230K/yr1,301 salary ranges

This range's midpoint, $204K, is 17% above the Virginia median midpoint ($175K) — in the top quarter of Data Architect salary ranges in Virginia.

Openings
Olive Jobs lists 104 open Data Architect jobs in Virginia and 1,661 across the US. 13% of them nationwide are listed as remote or flexible.
Hiring the most in Virginia
Experience
This posting asks for at least 9 years of experience; Data Architect postings that state a minimum ask for 8 years at the median (1,501 postings).
Education
555 of the 1,661 open Data Architect jobs (33%) ask for a bachelor's degree or higher.

Counted across the open, public US postings on Olive Jobs on November 10, 2026. Pay medians are the middle values of the low ends and of the high ends of postings that list both ends of a range in the same cadence (a yearly salary or an hourly rate); a range's midpoint is halfway between its ends. Pay and experience figures resting on fewer than 20 postings are left out.

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