23 of 23 Permanent Semantic Layer Jobs in the UK

improve datasets within the warehouse · Ensure data is accurate, consistent, and trusted across the business Business Intelligence and Data modelling · Design and maintain the semantic layer within BI tools (e.g. Looker, ThoughtSpot, or similar) to provide consistent, trusted commercial metrics · Model and embed business logic … semantic layer to support revenue, funnels, and lifecycle analysis · Build, optimise, and maintain scalable dashboards and structured reports in BI tools, ensuring efficient query performance and accurate metric definitions. Stakeholder Collaboration & Data Enablement · Collaborate with product, marketing, sales, and operations teams to understand data requirements and translate them ...

into production-ready AI solutions. Youll shape intelligent agents, craft next-generation conversational experiences using Microsoft Copilot and Databricks Mosaic AI, and architect the Semantic Layer that ensures our models deliver accurate, trusted insights every time. If youre ready to take ownership of an organisations AI futureand build … reason over proprietary SMS documents and data. Integrate AI agents with enterprise systems (Dynamics 365, SharePoint, etc.) via APIs and Power Automate connectors. Semantic Modelling & Databricks Genie Curation Own the creation and maintenance of Databricks Genie Spaces. This involves translating complex database schemas into business-friendly semantic models. ...

enterprise-scale data architecture strategies spanning SAP and cloud data ecosystems. Design and govern SAP Datasphere and BDC architectures , including data modeling, spaces design, semantic layer, and data integration. Lead BW, BW/4HANA, and BW modernization programs , including ECC to S/4 data remediation and migration. … driven ingestion, and orchestration frameworks . Excellent communication and stakeholder management skills. Key Competencies Enterprise architecture & modernization leadership SAP & cloud platform integration Data modeling & semantic layer design Governance, security, and compliance Performance and scalability engineering Preferred Certifications SAP BW/4HANA or SAP Datasphere ...

Overview We are seeking a Senior Data Modelling Specialist to take ownership of enterprise-level data models and semantic design within a complex, multi-domain data environment. This role is pivotal in bringing clarity, structure and consistency to how data is defined, modelled and consumed organisation-wide. Please note … standards. Design and maintain: Conceptual, Logical and Physical Data Models. Entity Relationship Diagrams (ERDs). Common/canonical data models. Define and govern the semantic layer underpinning reporting and analytics. Act as the modelling authority across multiple business domains. Translate complex business concepts into clear, reusable data structures. ...

data models. Experience with enterprise systems such as SAP BW/HANA. A track record of building reusable datasets or maintaining a metrics/semantic layer. Basic Python for automation or analytics engineering tooling. Experience collaborating in cross-functional analytics or data product teams. Why Join Us Help shape ...

Python based ETLs and API integrations into Redshift Manage orchestration using GitHub Actions Ensure uptime, reliability, monitoring and data quality across all systems Analytics Layer Build and maintain dbt models that are clean, well structured and agent friendly Develop core business metrics, product telemetry, customer health signals and financial … KPIs Create a scalable semantic layer for LLMs to query reliably Predictive Analytics and Machine Learning Deploy lightweight production ready models including churn prediction, usage forecasting, anomaly detection and upsell indicators Implement monitoring and automate downstream workflows using model outputs Self Serve Data Products Build Looker dashboards ...

maintain data products aligned to business use cases Data Architecture & Modeling Design robust data models and ontology structures within Foundry Define and maintain semantic layers for business-facing analytics Ensure data integrity, lineage, governance, and quality controls Optimization & Performance Monitor and optimize pipeline performance, cost efficiency, and scalability Implement ...

such were aware that finding a single individual covering every area of expertise is unlikely. However, they idea candidate would have: Strong knowledge of semantic layer design and optimization (e.g., LookML, dbt, or similar frameworks). Hands-on experience integrating and fine-tuning Large Language Models (LLMs ...

Terraform, Docker and CI/CD Driving Data Mesh adoption, domain ownership, and interoperable data products Setting modelling standards across raw, curated and semantic layers Embedding governance covering lineage, MDM, data quality, PII and compliance Mentoring and challenging senior engineers to maintain high standards You will work closely with ...

aware that finding a single individual covering every area of expertise is unlikely. However, they idea candidate would have: Strong knowledge of semantic layer design and optimization (e.g., LookML, dbt, or similar frameworks). Hands-on experience integrating and fine-tuning Large Language Models (LLMs) for conversational analytics. ...

Databricks, Snowflake, and similar modern data platforms Infrastructure automation, DevOps, and secure deployment patterns Data governance, metadata, and secure access frameworks Analytics, semantic layers, and enterprise reporting platforms Seniority and Leadership Expectations Operate at Principal Consultant or equivalent leadership level Own architecture strategy across large, complex client programmes Lead ...

Hybrid | AI-Native Consulting Environment £80,000-£90,000 + package Our client is a fast-growing, AI-native, engineering-led consultancy building advanced semantic, ontology-driven and agentic AI systems. As they deepen their data engineering capability, they are seeking a senior-level Data Engineer to design … semantically coherent knowledge that underpins intelligent systems. The Purpose of the Role You will build production-grade data pipelines explicitly aligned to ontologies and semantic models. Your work will ensure that entity definitions, relationships, taxonomies and domain constraints are faithfully represented in data flows, making them reasoning-ready ...

Semantic Architect Location - Erskine, Newcastle, Farnborough or London Candidates are required to be eligible for clearance What Youll Do Design Ontologies: Develop and maintain ontologies using OWL/RDF to model enterprise data domains and relationships. Build Knowledge Graphs: Create and manage enterprise knowledge graphs that unify diverse data … sources. Semantic Querying: Develop and optimise SPARQL queries for advanced data retrieval and analytics. Ensure Data Quality: Implement semantic validation rules (e.g., SHACL, OWL constraints) for data integrity and interoperability. Integrate with Enterprise Systems: Embed semantic models into data pipelines, APIs, and enterprise workflows. Collaborate with ...

dashboards and chatbots, Lightdash allows data teams to use AI to create, update, and maintain analytics using code. With native dbt integration, a governed semantic layer, and the Lightdash MCP server, teams can build entire BI layers from their terminal, IDE, or CI workflows. Lightdash is built ...

insights. Own BAU reporting across pipeline, conversion, enrolment performance, and agency activity. Build robust Power BI data models and dashboards end-to-end - including semantic layers and scalable modelling patterns. Partner with IT/Data Engineering to re-engineer pipelines and align on data requirements as the business migrates … ability to review and coach others on code quality. Power BI expertise, not just building dashboards, but modelling data end-to-end (semantic models, DAX, data modelling best practice). Strong communication skills and confidence working with non-technical stakeholders. Experience delivering meaningful business impact (clear outcomes, not just ...

with an exceptional reputation. They require an SAP Data Architect to design enterprise-wide SAP Data (BDC & Datasphere) solutions, including data modelling, space design, semantic layer, and data integration. You will also lead BW/4HANA and BW modernisation programs, including ECC-to-S/4HANA. To qualify ...

based mapping pipelines. * Creating high-fidelity 3D/HD maps suitable for repeated autonomous deployments. * Building robust spatial representations including occupancy grids, vector maps, semantic layers and environment models. * Applying optimisation techniques such as factor graphs, bundle adjustment and pose graph optimisation to maintain global consistency. * Leading multi-sensor ...

growth! ROLES AND RESPONSIBILITIES: The Analytics Engineer will: -Design and build tested and documented data models in dbt -Optimise the build of the transformation layer for scalability -Work with multiple teams and stakeholders, including Data Analysts and Data Scientists to understand needs and turn them into solutions -Maintain data … Analytics Engineering or a related field -Technical experience with advanced modelling techniques in dbt -Understanding of ETL/ELT processes -Experience with BI semantic layers and data visualisation tools -Understanding of dimensional modelling, analytics and data warehousing principles best practices -Clear communication skills and ability to work with multiple ...

Systems & Data Design Lead design of knowledge ingestion pipelines: document parsing, chunking strategies, embeddings, metadata, lineage, freshness SLAs Architect vector search and hybrid retrieval: semantic + keyword, reranking, filtering, ACL-aware retrieval Ensure retrieval respects access control, PII handling, data residency, and auditability. 4) Production Engineering, Reliability & Cost … caching, batching Preferred/Nice-to-Have Skills Fine-tuning approaches: LoRA/QLoRA, instruction tuning, adapters, distillation (when appropriate) Experience with: Knowledge graphs, semantic layers, enterprise search Advanced evaluation: LLM-as-judge with safeguards, rubric scoring, adversarial testing MLOps/LLMOps toolchains: experiment tracking, feature stores, model registries ...

fully tested services that are fit for purpose. You will provide expert end to end solution design that spans data sourcing, integration, data lineage, semantic layers, visualisation and auditability. Your work will enhance automation, self service and organisational performance. This is a high impact and technically demanding role that … develop bespoke solutions, including through the use of APIs, to support MyNRW releases. Lead end to end solution design across data sourcing, data lineage, semantic and reporting layers, visualisation, controls, reconciliation and auditability. Promote standardisation while enabling innovation through appropriate design patterns. Governance Ensure reporting products comply with data ...

some trips to client offices and HQ Lead the design and delivery of complex, AI-native client engagements, spanning agentic systems, retrieval architectures and semantic layers. This is a senior, hands-on consulting role combining deep technical leadership with strong client presence, shaping both client outcomes and the firm … prompt frameworks and evaluation loops Multi-agent architectures, including planning, delegation, safety constraints and monitoring Retrieval and vector-based systems, embeddings, structured reasoning and semantic workflows Ontology and knowledge modelling literacy to enable precise reasoning and data alignment Integrations and automation via APIs, tools and enterprise systems Prompt engineering ...

advance scalable LiDAR- and vision-based mapping pipelines. * Build and improve 2D/3D representations: occupancy grids, vector/HD maps, semantic layers, environment models. * Lead multi-sensor fusion (LiDAR, cameras, radar, GNSS/INS, odometry) into coherent, consistent map outputs. * Deliver large-scale capabilities like multi-session mapping … ensure stable, drift-free deployment performance. * Define KPIs and validation frameworks for map accuracy, completeness, and consistency. * Translate state-of-the-art research (SLAM, semantic mapping, multi-modal reconstruction) into production systems. * Set best practices and technical standards to support future team growth. Experience required * MSc/ ...

Design and evolve scalable LiDAR and vision-based mapping pipelines* Develop and optimise 2D and 3D map representations, including occupancy grids, HD maps and semantic layers* Lead multi-sensor fusion across LiDAR, cameras, radar, GNSS/INS and odometry* Support multi-session, large-scale and distributed mapping workflows* Implement … world environments* Strong C++ development skills with solid ROS2 experience* Strong understanding of kinematics, estimation, optimisation, geometry and transformation management (TF2) Desirable experience includes semantic mapping, distributed systems, DDS middleware and ML-driven scene understanding. This role would suit a senior engineer who enjoys solving complex spatial problems, influencing ...