Lakehouse Job Trends in Edinburgh

Data Lakehouse
Scotland > Edinburgh

The table below provides summary statistics and salary benchmarking for jobs advertised in Edinburgh requiring Lakehouse skills. It covers permanent job vacancies from the 6 months leading up to 30 August 2026, with comparisons to the same periods in the previous two years.

6 months to
30 Aug 2026
Same period 2025 Same period 2024
Rank 60 - 93
Rank change year-on-year - - -
Permanent jobs citing Lakehouse 7 0 1
As % of all permanent jobs in Edinburgh 0.64% - 0.078%
As % of the Processes & Methodologies category 0.94% - 0.091%
Number of salaries quoted 6 0 0
10th Percentile - - -
25th Percentile £67,500 - -
Median annual salary (50th Percentile) £90,000 - -
75th Percentile £117,500 - -
90th Percentile - - -
Scotland median annual salary £110,000 £60,000 -
% change year-on-year +83.33% - -

All Process & Methodology Skills
Edinburgh

Lakehouse falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in Edinburgh.

Permanent vacancies with a requirement for process or methodology skills 743 743 1,102
As % of all permanent jobs advertised in Edinburgh 67.79% 93.34% 85.43%
Number of salaries quoted 449 343 683
10th Percentile £30,000 £26,250 £35,000
25th Percentile £41,250 £32,851 £46,509
Median annual salary (50th Percentile) £60,000 £50,000 £60,000
Median % change year-on-year +20.00% -16.67% -
75th Percentile £75,000 £70,625 £74,572
90th Percentile £100,000 £92,164 £94,300
Scotland median annual salary £50,000 £42,500 £55,000
% change year-on-year +17.65% -22.73% -

Lakehouse
Job Vacancy Trend in Edinburgh

Historical trend showing the proportion of permanent IT job postings citing Lakehouse relative to all permanent IT jobs advertised in Edinburgh.

Lakehouse job vacancy trend in Edinburgh

Lakehouse
Salary Trend in Edinburgh

Salary distribution trend for jobs in Edinburgh citing Lakehouse.

Salary distribution trend for jobs in Edinburgh citing Lakehouse

Lakehouse
Salary Histogram in Edinburgh

Salary distribution for jobs citing Lakehouse in Edinburgh over the 6 months to 30 August 2026.

Salary histogram for Lakehouse in Edinburgh

Lakehouse
Co-Occurring Skills & Capabilities in Edinburgh by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 1 (14.29%) Apache Spark
Cloud Services
1 7 (100.00%) Azure
1 7 (100.00%) Power Platform
2 1 (14.29%) AWS
2 1 (14.29%) Azure DevOps
2 1 (14.29%) GCP
2 1 (14.29%) GitHub
2 1 (14.29%) GitHub Actions
2 1 (14.29%) Microsoft Purview
Communications & Networking
1 1 (14.29%) Broadband
Database & Business Intelligence
1 7 (100.00%) Power BI
2 4 (57.14%) Data Warehouse
3 3 (42.86%) Metadata
4 2 (28.57%) Tableau
5 1 (14.29%) Data Lake
5 1 (14.29%) Data Vault
5 1 (14.29%) Delta Lake
5 1 (14.29%) SQL Server
General
1 4 (57.14%) Analytical Skills
2 1 (14.29%) Social Skills
Job Titles
1 3 (42.86%) Architect
1 3 (42.86%) Data Manager
2 2 (28.57%) Data Architect
3 1 (14.29%) Data Engineer
3 1 (14.29%) Databricks Architect
Libraries, Frameworks & Software Standards
1 1 (14.29%) PySpark
Miscellaneous
1 2 (28.57%) Data Fabric
2 1 (14.29%) Cloud Native
2 1 (14.29%) Self-Motivation
Processes & Methodologies
1 7 (100.00%) Analytics
1 7 (100.00%) Business Intelligence
2 5 (71.43%) ETL
3 4 (57.14%) Data Architecture
3 4 (57.14%) Data Modelling
3 4 (57.14%) Decision-Making
3 4 (57.14%) Requirements Gathering
4 3 (42.86%) AI
4 3 (42.86%) Business Strategy
4 3 (42.86%) Customer Insight
4 3 (42.86%) Dashboard Development
4 3 (42.86%) Data Governance
4 3 (42.86%) Data Lineage
4 3 (42.86%) Data Security
4 3 (42.86%) Data Strategy
4 3 (42.86%) Data Transformation
4 3 (42.86%) Machine Learning
4 3 (42.86%) Metadata Management
4 3 (42.86%) Quality Management
4 3 (42.86%) Risk Analytics
Programming Languages
1 5 (71.43%) SQL
2 2 (28.57%) Python
3 1 (14.29%) Scala
Qualifications
1 1 (14.29%) MCT
1 1 (14.29%) Microsoft Certification
Quality Assurance & Compliance
1 3 (42.86%) Data Quality
Vendors
1 6 (85.71%) Microsoft
2 1 (14.29%) Databricks