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グローバルにビジネスを展開する大企業から、中堅・中小企業まで、品質マネジメントシステム(QMS)を管理するソフトウェアとして、世界中の様々な企業で採用されています。ここではQMSに関連する文書や教育、品質管理等の最新情報を配信しています。
Semantic Layer Engineer
Location
India
Posted
44 days ago
Salary
0
Seniority
Senior
Job Description
Semantic Layer Engineer
MasterControl Japan
• Define canonical entities, relationships, metrics, and hierarchies • Enforce consistent business definitions across systems • Model join paths, grain, and aggregation rules • Create versioned, reusable metric definitions • Resolve conflicting logic across teams • Ensure correctness across all query combinations • Design APIs for filtering, aggregation, grouping, and joins • Enable agents to operate via predefined semantic procedures, not raw SQL • Map intent → validated query plans • Support systems where users ask questions in natural language • Ensure responses are grounded in: • Semantic layer definitions • Deterministic execution paths • Control how queries are constructed: • Enforce valid joins and filters • Prevent ambiguity and incorrect aggregations • Inspect and optimize generated SQL • Maintain traceability from source → semantic model → output • Implement validation tests and metric checks • Optimize queries, materializations, and caching • Ensure low-latency responses for interactive use
Job Requirements
- 5–7 years of experience in large-scale enterprise data modeling for AI/ML applications
- Strong proficiency in Java or Python, with a preference for Java for production service development and Python for NLP workflows
- Deep understanding of joins, grain, aggregations, and window functions
- Strong experience with semantic layers (e.g. Cube) and modern data warehouses (e.g. Snowflake)
- Experience building metric layers used across teams, and with query abstraction or API-based data access
Benefits
- Competitive compensation
- Schedule flexibility
- Fitness clubs (you get paid to have fun and be active!)
- Company parties and employee recognition programs
- Wellness programs
- Much, much more!
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