Generative AI Context Engineer

Job Description

We are seeking a Generative AI Context Engineer to design and create the Knowledge Base Repository that stores curated business, technical, semantic, and retrieval-ready knowledge used by GenAI. This role focuses on converting source documentation, metadata, business definitions, and mappings into structured AI-consumable context.

Experience

• 5+ years in AI context engineering, knowledge management, semantic modeling, data governance, or business metadata management.
• Experience creating knowledge repositories, business glossaries, or semantic documentation.
• Experience supporting LLM, RAG, natural-language-to-SQL, or enterprise AI systems.
• Ability to translate complex data and business documentation into structured context.

Technical Skills

• Strong YAML and JSON authoring skills.
• Working knowledge of Markdown for structured documentation.
• Basic to intermediate Python for parsing, transformation, and validation.
• Familiarity with SQL for understanding data mappings.
• Experience with Git-based repository management and CI/CD pipelines.
• Conceptual understanding of vector search or retrieval systems.
• Experience with enterprise process management systems (e.g., POP, ARIS, SDAR).
• Exposure to GenAI platforms and LLM-based enterprise solutions.
• Knowledge of regulatory and compliance-driven data environments.
• Experience with Copilot, Azure DevOps, GitHub, OpenSearch, vector databases, or enterprise RAG platforms.

Benefits

Everforth Apex offers a range of supplemental benefits, including medical, dental, vision, life, disability, and other insurance plans that offer an optional layer of financial protection. We offer an ESPP (employee stock purchase program) and a 401K program which allows you to contribute typically within 30 days of starting, with a company match after 12 months of tenure. Everforth Apex also offers a HSA (Health Savings Account on the HDHP plan), a SupportLinc Employee Assistance Program (EAP) with up to 8 free counseling sessions, a corporate discount savings program and other discounts. In terms of professional development, Everforth Apex hosts an on-demand training program, provides access to certification prep and a library of technical and leadership courses/books/seminars once you have 6+ months of tenure, and certification discounts and other perks to associations that include CompTIA and IIBA. Everforth Apex has a dedicated customer service team for our Consultants that can address questions around benefits and other resources, as well as a certified Career Coach. You can access a full list of our benefits, programs, support teams and resources within our ‘Welcome Packet’ as well, which an Everforth Apex team member can provide.

About the Role

The role involves designing and creating the Knowledge Base Repository, defining structure, naming conventions, and versioning approaches, and ensuring the repository can be indexed and consumed by the GenAI platform.

Responsibilities

• Define the structure of the Knowledge Base Repository and create organization standards for business terms, data definitions, and semantic mappings.
• Create structured context files describing business concepts, definitions, synonyms, relationships, metrics, and data mappings.
• Convert business documentation, PDFs, and data dictionaries into AI-usable knowledge artifacts.
• Organize context to support accurate SQL generation, entity recognition, and business interpretation.
• Establish review and approval workflows for AI context artifacts and maintain version control of knowledge assets.
• Collaborate with the AI Platform Engineer to ensure the repository can be indexed and consumed by the GenAI platform.

Qualifications

The ideal candidate will have a combination of software engineering and GenAI use case analysis and implementation background.

Skills

The successful candidate should possess strong YAML and JSON authoring skills, working knowledge of Markdown for structured documentation, basic to intermediate Python for parsing, transformation, and validation, familiarity with SQL for understanding data mappings, experience with Git-based repository management and CI/CD pipelines, conceptual understanding of vector search or retrieval systems, experience with enterprise process management systems, exposure to GenAI platforms and LLM-based enterprise solutions, knowledge of regulatory and compliance-driven data environments, experience with Copilot, Azure DevOps, GitHub, OpenSearch, vector databases, or enterprise RAG platforms, and a combination of software engineering and GenAI use case analysis and implementation background.

Benefits

Everforth Apex offers a range of supplemental benefits, including medical, dental, vision, life, disability, and other insurance plans that offer an optional layer of financial protection. We offer an ESPP (employee stock purchase program) and a 401K program which allows you to contribute typically within 30 days of starting, with a company match after 12 months of tenure. Everforth Apex also offers a HSA (Health Savings Account on the HDHP plan), a SupportLinc Employee Assistance Program (EAP) with up to 8 free counseling sessions, a corporate discount savings program and other discounts. In terms of professional development, Everforth Apex hosts an on-demand training program, provides access to certification prep and a library of technical and leadership courses/books/seminars once you have 6+ months of tenure, and certification discounts and other perks to associations that include CompTIA and IIBA. Everforth Apex has a dedicated customer service team for our Consultants that can address questions around benefits and other resources, as well as a certified Career Coach. You can access a full list of our benefits, programs, support teams and resources within our ‘Welcome Packet’ as well, which an Everforth Apex team member can provide.

Pay

Details about pay are not specified in the job posting.

Schedule

Details about the schedule are not specified in the job posting.