Period
to 18 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Power BI skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Power BI over the 6 months to 18 December 2017 with a comparison to the same period in the previous 2 years.

Microsoft Power BI
Scotland > Edinburgh
6 months to
18 Dec 2017
Same period 2016 Same period 2015
Rank 132 127 159
Rank change year-on-year -5 +32 -
Permanent jobs citing Power BI 19 7 3
As % of all permanent IT jobs advertised in Edinburgh 0.72% 0.31% 0.10%
As % of the Database & Business Intelligence category 2.14% 1.13% 0.36%
Number of salaries quoted 13 6 2
Edinburgh median annual salary £42,500 £51,250 £27,000
Median salary % change year-on-year -17.07% +89.81% -
Scotland median annual salary £45,000 £37,500 £27,000
% change year-on-year +20.00% +38.89% -

Power BI is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Edinburgh
Permanent vacancies with a requirement for database or business intelligence skills 886 617 830
As % of all permanent IT jobs advertised in Edinburgh 33.59% 27.30% 27.67%
Number of salaries quoted 566 461 592
Edinburgh median annual salary £40,000 £45,000 £41,250
Median salary % change year-on-year -11.11% +9.09% +3.13%
10th Percentile £27,500 £28,750 £27,500
90th Percentile £60,000 £63,750 £59,875
Scotland median annual salary £42,500 £43,500 £41,500
% change year-on-year -2.30% +4.82% +3.75%

Power BI
Job Vacancy Trend in Edinburgh

Job postings citing Power BI as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Power BI in Edinburgh

Power BI
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Power BI in Edinburgh.

Salary trend for Power BI in Edinburgh

Power BI
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Power BI in Edinburgh over the 6 months to 18 December 2017.

Salary histogram for Power BI in Edinburgh

For the 6 months to 18 December 2017, IT jobs citing Power BI also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Edinburgh region with a requirement for Power BI.

1 19 (100.00%) Business Intelligence
2 14 (73.68%) SQL
3 13 (68.42%) ETL
4 12 (63.16%) Tableau
5 9 (47.37%) Data Warehouse
6 8 (42.11%) SQL Server Integration Services
7 7 (36.84%) SQL Server Reporting Services
7 7 (36.84%) T-SQL
7 7 (36.84%) Microsoft
8 6 (31.58%) SQL Server
8 6 (31.58%) Finance
9 5 (26.32%) Data Analysis
9 5 (26.32%) Marketing
9 5 (26.32%) Degree
9 5 (26.32%) Base SAS
9 5 (26.32%) SAS Enterprise Guide
9 5 (26.32%) QlikView
9 5 (26.32%) Credit Risk
9 5 (26.32%) Visualisation
9 5 (26.32%) Microsoft Azure
9 5 (26.32%) Customer Insight
9 5 (26.32%) Banking
9 5 (26.32%) Oracle
9 5 (26.32%) Data Modelling
9 5 (26.32%) SAS
9 5 (26.32%) Analytics
9 5 (26.32%) Analytical Skills
9 5 (26.32%) Actionable Insight
10 4 (21.05%) Campaign Analysis
10 4 (21.05%) R

Power BI
Co-occurring IT Skills in Edinburgh by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 5 (26.32%) SAS
Business Applications
1 2 (10.53%) Dynamics AX
Cloud Services
1 5 (26.32%) Microsoft Azure
Database & Business Intelligence
1 9 (47.37%) Data Warehouse
2 8 (42.11%) SQL Server Integration Services
3 7 (36.84%) SQL Server Reporting Services
4 6 (31.58%) SQL Server
5 5 (26.32%) Base SAS
5 5 (26.32%) QlikView
5 5 (26.32%) SAS Enterprise Guide
6 2 (10.53%) OLAP
6 2 (10.53%) OLTP
6 2 (10.53%) PowerPivot
7 1 (5.26%) Azure SQL Data Warehouse
7 1 (5.26%) Big Data
7 1 (5.26%) Data Mining
7 1 (5.26%) SQL Server 2012
7 1 (5.26%) SQL Server 2016
7 1 (5.26%) SQL Server Analysis Services
General
1 6 (31.58%) Finance
2 5 (26.32%) Banking
2 5 (26.32%) Marketing
3 1 (5.26%) Advertising
3 1 (5.26%) Legal
Job Titles
1 10 (52.63%) Analyst
2 6 (31.58%) Business Intelligence Developer
2 6 (31.58%) Developer
3 5 (26.32%) Data Analyst
3 5 (26.32%) SAS Analyst
3 5 (26.32%) SAS Data Analyst
3 5 (26.32%) Senior Analyst
3 5 (26.32%) Senior Data Analyst
3 5 (26.32%) Senior SAS Analyst
3 5 (26.32%) SSIS Developer
3 5 (26.32%) SSRS Developer
4 4 (21.05%) Data Warehouse Developer
4 4 (21.05%) Insight Analyst
4 4 (21.05%) Power BI Developer
5 3 (15.79%) SQL BI Developer
5 3 (15.79%) SQL Developer
6 2 (10.53%) Report Writer
7 1 (5.26%) Marketing Analyst
7 1 (5.26%) Microsoft Solutions Architect
7 1 (5.26%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 2 (10.53%) MDX
Miscellaneous
1 5 (26.32%) Analytical Skills
1 5 (26.32%) Credit Risk
2 1 (5.26%) Fintech
2 1 (5.26%) Greenfield Project
Processes & Methodologies
1 19 (100.00%) Business Intelligence
2 13 (68.42%) ETL
3 5 (26.32%) Actionable Insight
3 5 (26.32%) Analytics
3 5 (26.32%) Customer Insight
3 5 (26.32%) Data Analysis
3 5 (26.32%) Data Modelling
3 5 (26.32%) Visualisation
4 4 (21.05%) Campaign Analysis
5 2 (10.53%) Business Analysis
5 2 (10.53%) Configuration Management
5 2 (10.53%) SDLC
6 1 (5.26%) Agile Software Development
6 1 (5.26%) Data Architecture
6 1 (5.26%) Data Integration
6 1 (5.26%) Data Management
6 1 (5.26%) Marketing Intelligence
6 1 (5.26%) Stakeholder Management
6 1 (5.26%) Statistics
6 1 (5.26%) UML
Programming Languages
1 14 (73.68%) SQL
2 7 (36.84%) T-SQL
3 4 (21.05%) R
4 1 (5.26%) C#
Qualifications
1 5 (26.32%) Degree
Quality Assurance & Compliance
1 1 (5.26%) GDPR
Vendors
1 12 (63.16%) Tableau
2 7 (36.84%) Microsoft
3 5 (26.32%) Oracle