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About the job
AI Engineer
Job location : Halifax
Relevant experience : 4+ yrs
Builds and maintains the AI-DLC platform for the client - knowledge graph pipelines, CALM-based architecture modeling, AI agent integration, and security/process automation.
KEY RESPONSIBILITIES
1 Build automated discovery pipelines extracting architecture and dependency data from Client repos
2 Model discovered components into CALM-compliant nodes, relationships, controls, and metadata
3 Implement and maintain the knowledge graph (Neo4j/Amazon Neptune) with optimized traversal queries
4 Build and enforce security-as-code and process-as-code pipeline gates (SAST, SCA, DAST, traceability)
5 Integrate AI/LLM agents into the SDLC workflow via AWS Bedrock, validated against the CALM model
REQUIRED QUALIFICATIONS
1 4+ years software engineering experience, including 1-2 years on AI/ML adjacent systems
2 Strong Python; hands-on graph database experience (Neo4j/Neptune, Cypher/Gremlin)
3 Direct experience authoring CALM nodes, relationships, controls, and metadata
4 Practical implementations of security-as-code and process-as-code as pipeline gates, not documentation
5 AWS (Bedrock, EKS/Lambda, IAM) and CI/CD/DevSecOps pipeline construction experience
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