Own defined workstreams end‑to‑end within AI and data‑driven transformation engagements
Design and implement the semantic and knowledge foundations that enable AI systems to understand enterprise context
Work closely with senior architects and client data teams to deliver production‑quality solutions
Develop trusted relationships with day‑to‑day client counterparts
Operate independently within your workstreams and manage priorities while escalating appropriately
Begin contributing to internal knowledge development and practice assets within the Data Driven Transformation team
Designing and implementing semantic layer architectures end‑to‑end, including LookML models, dbt metrics, and ontologies
Building knowledge graph schemas and implementing GraphRAG patterns for contextual AI retrieval
Defining context contracts, including versioned semantic objects, governed datasets, and metric definitions
Leading technical workshops to extract and encode enterprise knowledge into machine‑readable forms
Evaluating and configuring knowledge platform tooling, including graph databases, vector stores, and embedding pipelines
Partnering with AI engineering teams to integrate context layers into agentic and AI workflows

Requirements

5–6 years of experience in data engineering, data architecture, or knowledge management
Hands‑on expertise with semantic layer tooling such as LookML, dbt, or equivalent technologies
Experience designing and working with knowledge graphs (Neo4j preferred)
Familiarity with modern LLM integration patterns, including RAG, embedding pipelines, and vector stores
Strong ability to translate business semantics into formal, well‑governed technical specifications

Benefits

Paid time off based on employee grade (A-F), defined by policy: Vacation: 12-25 days, depending on grade
Company paid holidays
Personal Days
Sick Leave
Medical, dental, and vision coverage (or provincial healthcare coordination in Canada)
Retirement savings plans (e.g., 401(k) in the U.S., RRSP in Canada)
Life and disability insurance
Employee assistance programs
Other benefits as provided by local policy and eligibility

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools

data engineeringdata architectureknowledge managementsemantic layer toolingLookMLdbtknowledge graphsNeo4jLLM integration patternsembedding pipelines

Soft Skills

relationship buildingindependent operationpriority managementknowledge developmenttechnical workshop leadershipbusiness semantics translation