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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in designing and implementing big data systems, ETL pipelines, and data foundations for generative AI applications. Proficient in Python and JavaScript development, with strong communication skills to convey complex data engineering concepts to diverse audiences.
Highest-signal resume keywords
Big Data Systems DesignETL Pipeline ImplementationGenerative AI ApplicationsPython DevelopmentData Access Control
Tech Stack
Tools & technologiesAbout the role
Key responsibilities & impact- Design and implement big data systems, ETL pipelines, and Data Lakes/Lakehouses/Meshes
- Design and implement schemas and ontologies
- Design and implement a data foundation supporting generative AI applications, including retrieval-augmented generation (RAG), and business analytics
- Design and implement row- and cell-level data access control
- Perform hands-on software development using Python and/or JavaScript for data integration and application functionality
- Document data definitions and designs
- Support a new data foundation enabling analysis of diverse data sets and generative AI applications
- Define foundation tools, schemas, and ontologies so software engineers can implement them and management can understand supported capabilities
Requirements
What you’ll need- US citizenship
- Ability to obtain a Top Secret security clearance in DISS
- Bachelor’s degree with 8+ or 12+ years of experience in a Science, Engineering, or Technology field, or a Master’s degree with 6+ or 10+ years of experience in a Science, Engineering, or Technology field
- Additional experience may be considered in lieu of a degree
- 5+ years of experience designing and developing systems to analyze structured and unstructured large data sets from disparate sources
- 5+ years of experience with principles associated with AI applications, including retrieval-augmented generation (RAG)
- Ability to develop tools, algorithms, and queries to improve business performance
- Ability to develop new technical solutions, including hands-on Python or JavaScript development
- Ability to develop intelligent systems that analyze data, learn from patterns, predict outcomes, and make informed decisions autonomously
- Strong verbal and written communication skills and ability to communicate data engineering and architectural concepts to non-technical audiences
- Experience working directly with product owners
- Preferred: Experience integrating and/or operating Dagster, PostgreSQL, Alembic, and pgvector
- Preferred: Experience with digital engineering (SysML)
- Preferred: Experience with generative AI applications, including RAG, embeddings, and vector search
- Preferred: Experience with operational support to data foundation and DevOps
- Preferred: Familiarity with Medallion-style architecture
- Preferred: Current Secret clearance in DISS
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Data LakeData MeshSchema DesignOntology ImplementationData AnalysisAI PrinciplesAlgorithm DevelopmentQuery DevelopmentIntelligent Systems DevelopmentData Integration
Soft Skills
Verbal CommunicationWritten Communication
Tools & Technologies
DagsterPostgreSQLAlembicPgvectorDevOps
Certifications & Qualifications
Top Secret Security ClearanceCurrent Secret Clearance
Industry Keywords
Data FoundationRetrieval-Augmented GenerationMedallion ArchitectureDigital EngineeringOperational Support