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Fabric Developer

Finland

  • Negotiable
  • Consultant Stelle
  • Fähigkeiten: Tech Stack: Microsoft Fabric, OneLake, Lakehouse, Data Factory, Power BI, DAX, Power Query, Python, PySpark, SQL, Azure, Databricks Skills: Data Modelling, ETL/ELT, Medallion Architecture, CI/CD, Data Governance, GDPR Certifications: DP-700, DP-600
  • Seniority: Senior

Jobbeschreibung

The Role

We're looking for a Microsoft Fabric Developer / Consultant to design, build, and take modern data and analytics solutions into production for our clients. You'll work across the full data lifecycle from OneLake and the lakehouse through to Power BI and the insights business users actually act on, and you'll do it in a client-facing, advisory capacity. This is a hands-on delivery role with a consultant's mindset: you translate business needs into maintainable technical solutions and can explain your choices to a non-technical audience.

Microsoft Fabric projects are growing quickly, and we're strenghtening the team that delivers them. You'll join a group of data engineers, BI developers, and architects working closely with clients across the Nordic mid-market and enterprise. Depending on the engagement, you might be the sole technical lead embedded with a customer or one of several specialists on a larger platform build. We support certification, invest in continuous learning (the toolset moves fast), and expect everyone to grow their advisory skills alongside their technical depth.

In practice, you will:

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Design and implement end-to-end data solutions on Microsoft Fabric - ingestion, transformation, storage, modelling, and reporting.
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Build and orchestrate data pipelines using Fabric Data Factory / Data Pipelines and notebooks, moving data reliably from source systems into OneLake.
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Develop lakehouse and warehouse layers following a medallion (bronze/silver/gold) or comparable layered architecture, with attention to partitioning, performance, and cost.
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Model data for analytics and build performant Power BI semantic models, reusable DAX measures, and reports that serve as a trusted single source of truth.
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Implement engineering discipline around your work: version control, CI/CD, automated testing, and monitoring so solutions are maintainable and observable in production.
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Apply data governance, security, and privacy controls (access, classification, lineage) in line with client policy and GDPR.
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Act as a trusted advisor to clients - gather and challenge requirements, run workshops, present solutions clearly to both technical and business stakeholders, and help customers make well-reasoned technology choices.
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Contribute to our internal practice: best-practice patterns, reusable accelerators (Terraform for example), DevOps and governance models, and mentoring of colleagues.

Requirements

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Several years of hands-on experience in data engineering, BI, or analytics delivery, ideally in a consulting or client-project setting.
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Practical, demonstrable experience with Microsoft Fabric and its core workloads: OneLake, Lakehouse, Warehouse, Data Factory / Data Pipelines, and Synapse Data Engineering.
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Architectural understanding of Microsoft Fabric implementation and design.
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Strong Power BI skills: semantic (tabular) modelling, advanced DAX, Power Query (M), and report/dashboard design, including workspace and deployment management.
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Solid Python/PySpark & SQL experience
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Sound understanding of data modelling (dimensional/star schema, medallion, and ideally Data Vault) and modern ELT/ETL approaches.
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Familiarity with source-control-based development and CI/CD for data workloads (Azure DevOps or GitHub, Fabric deployment pipelines / Git integration).
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An understanding of data governance, security, and privacy as first-class concerns, not afterthoughts.
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The ability to work independently, take ownership of a deliverable, and drive it to a measurable, production-ready result.
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Fluent Finnish and working proficiency in English are a must. Client-facing work is often in Finnish.

We value how you work with clients as much as what you can build.

In addition to technical skills and filling the language requirement, you need to have a consultative approach. You listen, connect technology to business needs, and are comfortable making clear, defensible recommendations.

As a consultant, you have

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Confidence presenting to and facilitating discussions with non-technical stakeholders.
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Business understanding: you care about the value a solution delivers, not just its technical elegance.
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Curiosity and a genuine appetite for continuous learning as the Fabric platform evolves.
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Collaborative instincts - sharing knowledge, sparring with colleagues, and raising the team's overall capability.

Nice to have (bonus, not required)

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Broader Azure data ecosystem experience: Azure Data Factory, Synapse, Azure SQL, and especially Azure Databricks (Spark, Delta Lake, MLflow).
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dbt and a modern, modular ELT mindset.
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Real-Time Intelligence / Eventhouse (KQL), Data Activator, or streaming/event-driven data experience.
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Microsoft Purview and hands-on data governance (classification, lineage, sensitivity labels).
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Experience integrating Fabric with the Power Platform, Dynamics 365 Business Central, or enterprise source systems such as SAP (BW / Datasphere).
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Practical use of Copilot and AI-assisted capabilities in data and analytics development - and interest in the emerging Fabric agentic stack (data agents, Fabric IQ).
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PowerShell for environment automation; paginated reports for operational/pixel-perfect reporting.

Neu

Data Governance Director - London - £600/pd

England, London, City of London

  • £500 to £600 GBP
  • Consultant Stelle
  • Fähigkeiten: MS Azure, MS Azure Databricks, data quality, data, governance, data governance, databricks, ai, data science
  • Seniority: Senior

Jobbeschreibung

Data Governance Director (Interim)

£500-£600 per day | Outside IR35 | London (2 Days per Week) | Immediate Start

We are partnering with a leading global organisation to appoint an experienced Data Governance Director on an interim basis. This is a critical leadership role requiring an individual who can seamlessly blend strategic vision with hands-on delivery.

This opportunity would suit a passionate data leader who thrives on driving governance maturity, enabling AI innovation, and helping organisations unlock greater value from their data assets.

The Opportunity

Reporting directly to the Chief Data Officer, you will be responsible for leading and advancing the organisation's data governance agenda while ensuring robust operational execution.

You will work closely with executive stakeholders, providing direction on governance, data quality, regulatory compliance, AI governance, and data modernisation initiatives.

This is not a role for someone who operates purely at board level. We are seeking an individual who remains close to the detail, enjoys solving complex data challenges, and is comfortable rolling up their sleeves to deliver results.

Key Responsibilities

* Lead and evolve enterprise-wide data governance frameworks
* Drive improvements in data quality, ownership, stewardship and controls
* Develop governance reporting, dashboards and performance measures
* Partner with senior business leaders and executive stakeholders
* Present governance strategy, progress and recommendations to the Executive Leadership Team
* Support AI governance initiatives and responsible AI adoption
* Identify opportunities to modernise data management practices
* Drive governance-related transformation programmes from strategy through to execution
* Ensure appropriate regulatory and compliance controls are embedded across data processes

Required Experience

We are particularly interested in candidates who can demonstrate:

* Significant experience leading Data Governance functions within complex organisations
* Strong understanding of data quality, controls, policies and governance frameworks
* Experience operating within regulated environments
* Proven ability to engage and influence C-suite and executive stakeholders
* Experience driving data transformation and governance maturity programmes
* Knowledge of AI governance, emerging technologies and modern data practices
* Hands-on technical capability, including exposure to SQL, data analysis or related technical disciplines
* Experience creating governance metrics, dashboards and operational reporting

Ideal Background

The successful candidate is likely to have:

* A strong technical foundation in data, analytics or data science
* A strategic mindset combined with a pragmatic delivery focus
* Excellent communication and stakeholder management skills
* A genuine passion for data and innovation
* The ability to articulate complex concepts simply and effectively
* Commercial awareness and a results-driven approach

Experience with Databricks or modern cloud-based data platforms would be advantageous, although not essential.

Contract Details

* Day Rate: £500-£600 per day (exceptional candidates may command more)
* IR35: Outside IR35
* Location: London
* Hybrid Working: Minimum 2 days per week onsite
* Start Date: Immediate
* Duration: Expected 4-5 month assignment

Interview Process

* First-stage interview with the Chief Data Officer
* Final-stage interview with senior leadership and technical stakeholders

If you are a credible data governance leader who combines strategic thinking with hands-on execution and can add value from day one, we'd love to hear from you. Submit your CV or contact David Airey at d.airey@tenthrevolution.com.

Neu

Data Engineer (Microsoft Fabric / Azure)

England, London, City of London

  • £400 to £400 GBP
  • Consultant Stelle
  • Fähigkeiten: Data Engineer, Microsoft Fabric, Azure Data Factory, Azure Synapse, Azure SQL, Power BI, SQL, Data Warehousing, ETL, Data Modelling
  • Seniority: Mid-level

Jobbeschreibung

Data Engineer (Microsoft Fabric / Azure) | 6-Month Contract | Outside IR35 | £400 per Day

We're supporting a client who is looking for a Data Engineer to join them on an initial 6-month contract, operating Outside IR35, paying £400 per day.

This role will suit someone with experience designing and developing modern data solutions within the Microsoft ecosystem, working closely with both technical and business stakeholders to deliver scalable reporting and analytics capabilities.

Key Skills & Experience

* 2-5 years' experience in a Data Engineer or similar role
* Strong experience across the Microsoft data stack, including:

* Microsoft Fabric
* Azure Data Factory
* Azure Synapse Analytics
* Azure SQL / SQL Server
* Power BI

* Strong understanding of:

* Data warehousing
* Data modelling
* ETL/ELT processes
* Data integration

* Advanced SQL skills
* Ability to engage with stakeholders and translate business requirements into technical solutions
* Strong analytical and problem-solving mindset

Desirable

* Microsoft Certifications:

* Fabric Analytics Engineer Associate
* Azure Data Engineer Associate
* Power BI Data Analyst Associate

* Experience with:

* Python
* DAX
* Power Query M

Contract Details

* Duration: 6 Months
* Rate: £400 per day
* IR35 Status: Outside IR35

If you're interested, please apply with your latest CV for further details.

Data Architect

Sweden, Stockholm

  • Negotiable
  • Consultant Stelle
  • Fähigkeiten: Data Architect, MS Fabric, Databricks, Pyspark, Migration, BI
  • Seniority: Senior

Jobbeschreibung

About the Role

On behalf of our client, we are looking for an experienced Data Architect to lead the design, implementation, and governance of their enterprise data and analytics platform, built on Microsoft Fabric with a strong Databricks background. You will be the technical authority on modern lakehouse architecture spanning data engineering, data warehousing, real-time analytics, and Power BI translating business requirements into scalable, secure, and cost-efficient solutions across the Fabric/Databricks ecosystem.

This is a high-impact role for someone who wants to shape a modern data platform from the ground up, bringing deep lakehouse and Spark expertise to a Fabric-first environment, and mentor teams as they adopt it.

What You'll Do

* Design and own the end-to-end architecture for Microsoft Fabric, including OneLake, Lakehouse, Data Warehouse, Data Factory pipelines, Real-Time Intelligence, and Power BI semantic models.
* Define data platform standards: medallion architecture (bronze/silver/gold), naming conventions, workspace structure, capacity planning, and CI/CD practices.
* Lead migrations from legacy platforms (e.g., Synapse, Azure Data Factory, SSAS, on-prem SQL Server) into Fabric.
* Architect security and governance frameworks - including workspace roles, OneLake data access policies, row-level security, sensitivity labels, and integration with Microsoft Purview.
* Optimize Fabric capacity usage (F-SKUs), monitor performance, and manage cost governance across workspaces.
* Collaborate with data engineers, analysts, and business stakeholders to design scalable data models and pipelines.
* Establish DevOps practices for Fabric (Git integration, deployment pipelines, environment promotion).
* Provide technical leadership, code/design reviews, and mentorship to data engineering and BI teams.
* Stay current with Fabric's evolving feature set and advise on adoption roadmaps.
* Evaluate and architect interoperability between Databricks and Fabric where relevant (e.g., shortcuts to OneLake, Delta Lake compatibility, Unity Catalog vs. Fabric governance models).
* Advise on platform strategy where Databricks workloads (Spark jobs, MLflow, Delta Live Tables) need to coexist with or migrate into a Fabric-centric environment.
* Bring lakehouse design best practices (Delta Lake, Unity Catalog, cluster/job optimization) to inform Fabric architecture decisions.

What We're Looking For

Required:

* 5+ years of experience in data architecture, data engineering, or BI, with hands-on experience across Microsoft Fabric (or Azure Synapse) and Databricks.
* Strong background working within Databricks cluster architecture, Delta Lake, Unity Catalog, Delta Live Tables, MLflow, and job/workflow orchestration.
* Strong knowledge of OneLake, Lakehouse/Warehouse architecture, Dataflows Gen2, Data Pipelines, and Notebooks (PySpark/Spark SQL).
* Deep experience with Power BI, including semantic (Direct Lake) models, DAX, and report/dataset governance.
* Solid understanding of data modeling (dimensional modeling, medallion architecture) across both lakehouse platforms.
* Experience with T-SQL, Python, and PySpark/Spark SQL.
* Familiarity with Azure services: Azure Data Lake Storage, Azure Active Directory (Entra ID), Azure DevOps/GitHub.
* Experience designing for data security, compliance, and governance at enterprise scale (across Unity Catalog and/or Microsoft Purview).
* Strong communication skills able to work with both technical teams and business stakeholders.

Nice to Have:

* Microsoft certifications (e.g., DP-600, DP-700, or Azure Solutions Architect).
* Databricks certifications (e.g., Databricks Certified Data Engineer Professional, Databricks Certified Solutions Architect).
* Experience with Microsoft Purview for data governance and cataloging.
* Background in real-time analytics (Eventstreams, KQL databases, or Databricks Structured Streaming).
* Prior experience leading platform migrations either Databricks-to-Fabric, Fabric-to-Databricks, or hybrid coexistence architectures.

Data Solutions Architect (SC cleared)

England, London, City of London

  • £652 to £652 GBP
  • Consultant Stelle
  • Fähigkeiten: Data Architecture, Solution Architecture, Azure Databricks, Microsoft Fabric, Spark, Cloud Architecture, Data Platforms, SC Clearance, Enterprise Integration, Technical Design Authority
  • Seniority: Mid-level

Jobbeschreibung

Data Solutions Architect

Technical / Solution Architecture | Data Platforms | Security & Regulated Environments

📍 London - 3 Days Per Week Onsite
🔒 Active SC Clearance Required
📅 6-Month Contract
💷 £652.20 per day (Inside IR35)

We are seeking an experienced Data Solutions Architect to join a high-profile programme delivering complex data and analytics capabilities within a secure and regulated environment.

This role will be responsible for defining and governing end-to-end data solutions across cloud, data, integration, infrastructure, and security domains. The successful candidate will combine strong technical architecture expertise with the ability to engage senior stakeholders, provide architectural assurance, and support successful programme delivery.

Key Responsibilities

* Design end-to-end data solutions that align with business, technical, security, and operational requirements
* Produce high-quality architecture artefacts including HLDs, LLDs, architecture decision records, and options assessments
* Define current-state, target-state, and transition architectures, including phased delivery roadmaps
* Ensure solutions are scalable, resilient, secure, and operationally supportable
* Provide architectural leadership throughout delivery, supporting technical teams during implementation
* Participate in design reviews, governance forums, and architectural assurance activities
* Work closely with engineering, security, and programme stakeholders to ensure architecture standards are met
* Support architecture documentation, knowledge transfer, and transition planning

Required Experience

* Proven experience in a Data Solutions Architect, Technical Architect, or similar architecture-focused role
* Strong background designing modern cloud-based data and analytics platforms
* Experience working within highly regulated, security-conscious, or complex enterprise environments
* Ability to translate functional and non-functional requirements into robust technical solutions
* Experience producing detailed architecture documentation for governance and assurance purposes
* Strong stakeholder management and communication skills

Technical Skills

* Cloud data platforms such as Azure Databricks, Microsoft Fabric, or similar
* Distributed data processing technologies, including Spark-based platforms
* Enterprise integration patterns including APIs, event-driven architectures, and service-based solutions
* Platform engineering, Infrastructure as Code (IaC), CI/CD, and DevOps practices
* Cloud landing zones, identity and access management, secure connectivity, and enterprise-scale architecture patterns
* Data architecture, application architecture, infrastructure architecture, and security architecture principles

Desirable Experience

* Experience operating within architecture governance frameworks and design authorities
* Architectural assurance and design review board participation
* Operational resilience and security-focused solution design
* Technology evaluation, options analysis, and vendor selection
* Supporting capability uplift and knowledge transfer within client teams

Contract Details

* 6-Month Initial Contract
* £652.20 per day
* Inside IR35
* London Based
* 3 Days Per Week Onsite
* Active SC Clearance Required

Neu

Senior Functional Consultant

Australia, New South Wales, Sydney

  • A$165,000 to A$180,000 AUD
  • Consultant Stelle
  • Fähigkeiten: MS Power Platform, dynamics, CRM, CEM
  • Seniority: Senior

Jobbeschreibung

Senior Functional Consultant - Microsoft Dynamics 365 CE

Location: Sydney, NSW (3 days per week in office)
Employment Type: Permanent, Full-Time
Salary: $165,000 - $180,000 + Super + Bonus
Interview Process: Active hiring process with interviews taking place now. The client is moving quickly and looking to secure the right candidate ASAP.

The Opportunity

An established Microsoft-focused consulting business is seeking an experienced Senior Functional Consultant to lead the delivery of Microsoft Dynamics 365 Customer Engagement (CE) and Power Platform projects across enterprise clients.

This is an opportunity to join a high-performing consulting team delivering large-scale digital transformation initiatives, working with senior stakeholders and helping organisations modernise customer engagement, service delivery, and business processes through the Microsoft ecosystem.

The role offers strong career progression, exposure to complex enterprise projects, and the opportunity to work alongside some of the most experienced Dynamics professionals in the market.

Key Responsibilities

Business Analysis & Requirements Management

* Lead discovery workshops, business analysis activities, and fit-gap assessments.
* Facilitate stakeholder workshops and process design sessions.
* Gather, document, and manage business requirements throughout the project lifecycle.
* Develop user stories, process maps, acceptance criteria, and functional specifications.
* Ensure alignment between business objectives and delivered solutions.

Solution Design

* Lead functional solution design across Dynamics 365 CE and Power Platform implementations.
* Recommend best-practice, out-of-the-box functionality before considering customisation.
* Produce Functional Design Documents (FDDs) and detailed solution specifications.
* Collaborate with technical teams to ensure scalable and maintainable solutions.
* Support solution governance and design approval processes.

Stakeholder Management

* Act as the key functional contact for business stakeholders.
* Run design reviews, solution demonstrations, and validation workshops.
* Present recommendations, risks, assumptions, and business impacts to senior audiences.
* Manage stakeholder expectations throughout project delivery.

Agile Delivery

* Support backlog management, sprint planning, and prioritisation activities.
* Work closely with Project Managers, Architects, and Development teams.
* Monitor risks, dependencies, and delivery milestones.
* Contribute to governance and steering committee activities where required.

Testing & Quality Assurance

* Define test strategies and acceptance criteria.
* Support SIT and UAT activities.
* Review test cases and validate business outcomes.
* Assist with defect management and resolution.
* Ensure solutions meet agreed business requirements and quality standards.

Deployment & Hypercare

* Support release planning, go-live activities, and business readiness.
* Coordinate end-user training and knowledge transfer.
* Provide leadership during post-go-live support and hypercare phases.
* Drive continuous improvement and lessons learned initiatives.

Skills & Experience Required

* Minimum 8 years' experience delivering Microsoft Dynamics CRM / Dynamics 365 CE solutions.
* Experience leading multiple end-to-end Dynamics 365 CE implementations.
* Strong workshop facilitation and stakeholder management experience.
* Proven ability to produce Functional Design Documents, User Stories, Process Maps, and Solution Specifications.
* Strong understanding of Agile and Waterfall delivery methodologies.
* Excellent communication, consulting, and presentation skills.
* Demonstrated experience managing requirements across complex enterprise environments.

Preferred Experience

* Experience within Banking, Financial Services, Insurance, Wealth Management, or other regulated industries.
* Experience working on enterprise-scale transformation programs.
* Understanding of customer onboarding, customer servicing, complaints management, case management, and sales processes.
* Microsoft Dynamics 365 and Power Platform certifications.
* Experience working with clients across Australia and the wider APAC region.

Technology Stack

Dynamics 365

* Dynamics 365 Sales
* Dynamics 365 Customer Service
* Dynamics 365 Customer Insights / Journeys
* Customer Voice

Power Platform

* Power Apps
* Power Automate
* Power BI
* Power Pages
* Copilot Studio

Additional Exposure (Desirable)

* Dataverse
* Azure Integration Services
* APIs & Web Services
* Azure DevOps
* JavaScript Customisations
* Plugins & Custom Workflows
* PCF Controls

What's On Offer?

* Salary package of $165,000 - $180,000 + Super + Bonus
* Additional bonus available for candidates currently employed by leading Microsoft Dynamics consulting partners
* Hybrid working model with 3 days per week in the Sydney office
* Exposure to large-scale Dynamics 365 and Power Platform transformation programs
* Strong career progression opportunities
* Collaborative and highly experienced consulting team
* Ongoing certification support and professional development

Apply Now

Interviews are already underway and the hiring team is looking to move quickly. If you're an experienced Dynamics 365 CE Functional Consultant looking to step into a senior leadership role within a growing Microsoft practice, we'd be keen to have a confidential discussion.

Contract GCP Data Engineer - £700/pd Outside IR35

England, London, City of London

  • Up to £700 GBP
  • Consultant Stelle
  • Fähigkeiten: MS Azure, MS Business Intelligence, data, data engineer, google cloud, gcp, cloud, texhnology, data science, ai
  • Seniority: Senior

Jobbeschreibung

Contract GCP Data Engineer - £700/pd Outside IR35

Contract: Outside IR35
Rate: £700 per day
Duration: 4 weeks (strong potential for extension)
Location: Central London (client‑based role)
Start Date: Immediate

Role Overview

We are working with a central London-based insurance broker who requires an experienced GCP Data Engineer to support a critical short‑term engagement, with a strong likelihood of follow‑on work.

This role will suit a hands‑on engineer who can quickly embed into an existing data team, take ownership of delivery, and add immediate value within a fast‑paced commercial environment.

Key Responsibilities

* Design, build, and maintain data pipelines on Google Cloud Platform (GCP).
* Work with services such as BigQuery, Cloud Storage, Dataflow, Pub/Sub, and Cloud Functions.
* Support ingestion, transformation, and optimisation of data for analytics and reporting use cases.
* Collaborate closely with analytics, data science, and engineering stakeholders.
* Ensure data quality, performance, and security best practices are applied.
* Troubleshoot and resolve data platform issues efficiently.

Skills & Experience Required

* Strong commercial experience as a GCP Data Engineer.
* Hands‑on expertise with BigQuery and modern data pipeline architectures.
* Solid SQL skills and experience with Python (or similar) for data engineering tasks.
* Understanding of data modelling, ETL/ELT patterns, and cloud‑native best practices.
* Experience working in financial services or insurance environments is highly desirable.
* Ability to start immediately and deliver with minimal onboarding.

Engagement Details

* Outside IR35
* £700 per day
* Initial 4‑week contract, with strong potential for extension
* Based with a Central London insurance broker
* Immediate start required

To apply for this role please submit your CV or contact David Airey on 0191 338 7508 or at d.airey@tenthrevolution.com.

Neu

Fabric Developer

Suomi

  • Negotiable
  • Consultant Stelle
  • Fähigkeiten: Tech Stack: Microsoft Fabric, OneLake, Lakehouse, Data Factory, Power BI, DAX, Power Query, Python, PySpark, SQL, Azure, Databricks Skills: Data Modelling, ETL/ELT, Medallion Architecture, CI/CD, Data Governance, GDPR Certifications: DP-700, DP-600
  • Seniority: Senior

Jobbeschreibung

Core Requirements

Fabric & Data Engineering

* Hands-on experience with Microsoft Fabric - OneLake, Lakehouse, Warehouse, Data Factory / Data Pipelines, Synapse Data Engineering
* Solid Python, PySpark, and SQL
* Good understanding of data modelling - star schema, medallion architecture, ideally Data Vault
* Experience with modern ELT/ETL approaches

BI & Reporting

* Strong Power BI skills - semantic (tabular) modelling, advanced DAX, Power Query (M)
* Report and dashboard design, including workspace and deployment management

Engineering Practice

* Comfortable working with version control and CI/CD for data workloads (Azure DevOps or GitHub)
* Understanding of data governance, security, and privacy - including GDPR - as core parts of the build, not an afterthought

Consulting & Client-Facing Skills

* Confidence presenting to and facilitating discussions with non-technical stakeholders
* A consultative mindset - listening, connecting technology to business needs, and making clear, defensible recommendations
* Ability to run workshops, gather and challenge requirements, and act as a trusted advisor

Language & Ways of Working

* Fluent Finnish and working proficiency in English (client work is often conducted in Finnish)
* Ability to work independently and take ownership of a deliverable through to a production-ready result

Nice to Have

* Broader Azure ecosystem experience (Databricks, Synapse, Azure SQL)
* dbt or a modular ELT mindset
* Real-Time Intelligence, KQL, or streaming/event-driven data experience
* Data governance tooling experience (e.g. Purview)
* Integration experience with Power Platform, D365 Business Central, or SAP
* Comfort with Copilot / AI-assisted development tools

Certifications
DP-700 (Fabric Data Engineer Associate) is the primary target - completed or clear motivation to pursue it. DP-600 and PL-300 are also valued.