Data Retrieval Jobs

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Booz Allen Hamilton McLean, VA

McLean, VA

Today

$78k - $176k/yr Full time Artificial Intelligence Data Data Architecture

Design and deliver enterprise data foundations that enable AI applications to use authorized information.

Design enterprise data architectures and build pipelines, knowledge indexes, and retrieval services that ground agents in authorized enterprise information
Partner with source-system owners and engineering teams to define data contracts
Integrate structured and unstructured sources while maintaining permissions, lineage, quality, and freshness
Own reliability of data and retrieval services
Collaborate with AI Engineering on retrieval behavior and response quality
Support ingestion, transformation, indexing, synchronization, and retrieval service implementation and maintenance
Align engineering execution with role emphasis: architecture and governance decisions (architect) and pipeline, connector, and service implementation (engineer)

Experience designing or implementing enterprise data platforms, lakehouse architectures, and integrations for structured and unstructured data
SQL and Python experience, including developing, testing, and operating ETL or ELT pipelines
Experience defining data models, schemas, data contracts, APIs, and access patterns for downstream applications
Experience with data governance including source permissions, lineage, quality controls, and monitoring for freshness and availability
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
Ability to implement and maintain ingestion, transformation, indexing, synchronization, and retrieval services
Ability to obtain and maintain a Public Trust or Suitability/Fitness determination based on client requirements
Bachelor’s degree

Experience with Databricks, Spark, Delta Lake, vector databases, or comparable platforms
Experience with permission-aware retrieval, metadata enrichment, incremental ingestion, or knowledge engineering
Experience delivering reusable customer connectors and data services for production AI applications

Onsite: work will primarily be performed full-time at a customer facility in McLean, VA

Applicants are expected to be on camera during interviews and assessments
Booz Allen reserves the right to take a picture to verify identity and prevent fraud

Use of artificial intelligence (AI) or other tools to assist with responses during interviews is prohibited unless permission is explicitly provided

All qualified applicants will receive consideration without regard to disability, protected veteran status, or any other status protected by applicable law

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