Period
to 22 July 2018

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 22 July 2018 with a comparison to the same period in the previous 2 years.

Microsoft Power BI
Scotland > Edinburgh
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 132 146 144
Rank change year-on-year +14 -2 -
Permanent jobs citing Power BI 12 1 5
As % of all permanent IT jobs advertised in Edinburgh 0.46% 0.040% 0.20%
As % of the Database & Business Intelligence category 1.70% 0.12% 0.72%
Number of salaries quoted 8 0 4
Edinburgh median annual salary £48,000 - £65,000
10th Percentile £35,850 - £42,375
90th Percentile £75,000 - £67,500
Scotland median annual salary £45,000 £38,750 £37,500
% change year-on-year +16.13% +3.33% -6.25%

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 707 859 691
As % of all permanent IT jobs advertised in Edinburgh 26.83% 34.35% 27.28%
Number of salaries quoted 484 560 418
Edinburgh median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +12.50%
10th Percentile £28,000 £27,500 £29,000
90th Percentile £68,750 £70,000 £62,725
Scotland median annual salary £45,000 £42,500 £44,000
% change year-on-year +5.88% -3.41% +10.00%

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 22 July 2018.

Salary histogram for Power BI in Edinburgh

For the 6 months to 22 July 2018, IT jobs citing Power BI also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Edinburgh region with a requirement for Power BI.

1 11 (91.67%) Business Intelligence
2 8 (66.67%) SQL
3 7 (58.33%) Analytics
4 6 (50.00%) SQL Server
4 6 (50.00%) Microsoft
5 5 (41.67%) SQL Server Reporting Services
5 5 (41.67%) SQL Server Integration Services
6 4 (33.33%) Finance
6 4 (33.33%) SQL Server Analysis Services
6 4 (33.33%) Visualisation
7 3 (25.00%) Tableau
7 3 (25.00%) Data Visualisation
7 3 (25.00%) QlikView
7 3 (25.00%) Agile Software Development
7 3 (25.00%) Data Analysis
7 3 (25.00%) SAP
8 2 (16.67%) Python
8 2 (16.67%) Microsoft Excel
8 2 (16.67%) CRM
8 2 (16.67%) SharePoint
8 2 (16.67%) ETL
8 2 (16.67%) BusinessObjects
8 2 (16.67%) Stakeholder Management
8 2 (16.67%) Smartphone
8 2 (16.67%) Data Management
8 2 (16.67%) R
8 2 (16.67%) Google
8 2 (16.67%) Data Governance
8 2 (16.67%) Performance Tuning
9 1 (8.33%) EMIR

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 2 (16.67%) SharePoint
2 1 (8.33%) Apache Spark
2 1 (8.33%) SAS
Applications
1 2 (16.67%) Microsoft Excel
Business Applications
1 1 (8.33%) Dynamics AX
1 1 (8.33%) Dynamics CRM
Cloud Services
1 1 (8.33%) Amazon AWS
1 1 (8.33%) Cortana Intelligence Suite
1 1 (8.33%) Google Analytics
1 1 (8.33%) Google Tag Manager
1 1 (8.33%) Microsoft Azure
1 1 (8.33%) Office 365
Database & Business Intelligence
1 6 (50.00%) SQL Server
2 5 (41.67%) SQL Server Integration Services
2 5 (41.67%) SQL Server Reporting Services
3 4 (33.33%) SQL Server Analysis Services
4 3 (25.00%) QlikView
5 2 (16.67%) BusinessObjects
6 1 (8.33%) Apache Cassandra
6 1 (8.33%) Apache Hive
6 1 (8.33%) Big Data
6 1 (8.33%) Crystal Reports
6 1 (8.33%) Data Mining
6 1 (8.33%) Data Warehouse
6 1 (8.33%) Hadoop
6 1 (8.33%) HBase
6 1 (8.33%) MongoDB
6 1 (8.33%) Neo4j
6 1 (8.33%) OLAP
6 1 (8.33%) Qlik Sense
General
1 4 (33.33%) Finance
2 1 (8.33%) Manufacturing
2 1 (8.33%) Marketing
Job Titles
1 5 (41.67%) Analyst
2 4 (33.33%) Developer
3 3 (25.00%) Business Intelligence Developer
4 2 (16.67%) Business Developer
4 2 (16.67%) Business Intelligence Lead
4 2 (16.67%) Consultant
4 2 (16.67%) Lead Developer
4 2 (16.67%) Report Analyst
5 1 (8.33%) Analytics Consultant
5 1 (8.33%) Asset Management Analyst
5 1 (8.33%) CRM Developer
5 1 (8.33%) Data Analyst
5 1 (8.33%) Digital Analyst
5 1 (8.33%) Microsoft BI Developer
5 1 (8.33%) Power BI Developer
5 1 (8.33%) Process Analyst
5 1 (8.33%) QlikView Consultant
5 1 (8.33%) Report Manager
5 1 (8.33%) Senior Analyst
5 1 (8.33%) Senior Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 1 (8.33%) .NET
1 1 (8.33%) D3.js
1 1 (8.33%) Natural Language Processing
Miscellaneous
1 2 (16.67%) Smartphone
2 1 (8.33%) Analytical Skills
2 1 (8.33%) Computer Science
2 1 (8.33%) User Experience
Processes & Methodologies
1 11 (91.67%) Business Intelligence
2 7 (58.33%) Analytics
3 4 (33.33%) Visualisation
4 3 (25.00%) Agile Software Development
4 3 (25.00%) Data Analysis
4 3 (25.00%) Data Visualisation
5 2 (16.67%) CRM
5 2 (16.67%) Data Governance
5 2 (16.67%) Data Management
5 2 (16.67%) ETL
5 2 (16.67%) Performance Tuning
5 2 (16.67%) Stakeholder Management
6 1 (8.33%) Artificial Intelligence
6 1 (8.33%) Asset Management
6 1 (8.33%) Business Analysis
6 1 (8.33%) Data Modelling
6 1 (8.33%) ERP
6 1 (8.33%) Migration
6 1 (8.33%) Neural Network
6 1 (8.33%) Project Management
Programming Languages
1 8 (66.67%) SQL
2 2 (16.67%) Python
2 2 (16.67%) R
3 1 (8.33%) Data Analysis Expressions (DAX)
3 1 (8.33%) T-SQL
3 1 (8.33%) X++
Qualifications
1 1 (8.33%) Degree
1 1 (8.33%) Security Cleared
Quality Assurance & Compliance
1 1 (8.33%) Data Quality
1 1 (8.33%) Dodd-Frank
1 1 (8.33%) EMIR
1 1 (8.33%) FATCA
1 1 (8.33%) MiFID
1 1 (8.33%) PMO
1 1 (8.33%) Solvency II
Vendors
1 6 (50.00%) Microsoft
2 3 (25.00%) SAP
2 3 (25.00%) Tableau
3 2 (16.67%) Google
4 1 (8.33%) Apple
4 1 (8.33%) IBM
4 1 (8.33%) Oracle