Period
to 23 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Hertfordshire 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 23 June 2018 with a comparison to the same period in the previous 2 years.

Microsoft Power BI
East of England > Hertfordshire
6 months to
23 Jun 2018
Same period 2017 Same period 2016
Rank 162 196 200
Rank change year-on-year +34 +4 +41
Permanent jobs citing Power BI 57 16 15
As % of all permanent IT jobs advertised in Hertfordshire 1.25% 0.37% 0.31%
As % of the Database & Business Intelligence category 4.55% 1.40% 1.21%
Number of salaries quoted 51 12 16
Hertfordshire median annual salary £40,000 £42,500 £52,500
Median salary % change year-on-year -5.88% -19.05% -
10th Percentile £27,500 £28,125 £40,000
90th Percentile £57,500 £53,750 £54,500
East of England median annual salary £42,500 £50,000 £50,000
% change year-on-year -15.00% - -4.76%

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 Hertfordshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Hertfordshire
Permanent vacancies with a requirement for database or business intelligence skills 1,254 1,146 1,243
As % of all permanent IT jobs advertised in Hertfordshire 27.41% 26.80% 25.66%
Number of salaries quoted 1,054 996 1,038
Hertfordshire median annual salary £50,000 £47,300 £46,500
Median salary % change year-on-year +5.71% +1.72% +3.33%
10th Percentile £31,250 £31,250 £27,500
90th Percentile £72,500 £72,500 £67,500
East of England median annual salary £47,500 £44,500 £44,500
% change year-on-year +6.74% - +4.71%

Power BI
Job Vacancy Trend in Hertfordshire

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

Job vacancy trend for Power BI in Hertfordshire

Power BI
Salary Trend in Hertfordshire

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

Salary trend for Power BI in Hertfordshire

Power BI
Salary Histogram in Hertfordshire

The salary distribution of IT jobs citing Power BI in Hertfordshire over the 6 months to 23 June 2018.

Salary histogram for Power BI in Hertfordshire

Power BI
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Power BI within the Hertfordshire region over the 6 months to 23 June 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Hemel Hempstead - 26 £33,250 - 1
Watford +13 12 £55,000 +37.50% 2
Welwyn Garden City - 6 £40,000 - 1
Broxbourne - 6 £45,000 -
Rickmansworth - 2 £55,000 -
Borehamwood +12 1 £41,000 -21.90%
St Albans - 1 £32,500 - 1
Hatfield - 1 £52,500 - 1
Power BI
East of England

For the 6 months to 23 June 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 Hertfordshire region with a requirement for Power BI.

1 51 (89.47%) Business Intelligence
2 45 (78.95%) SQL
3 39 (68.42%) Microsoft
4 37 (64.91%) SQL Server
5 36 (63.16%) SQL Server Reporting Services
6 34 (59.65%) ETL
7 33 (57.89%) SQL Server Integration Services
8 32 (56.14%) SQL Server Analysis Services
9 30 (52.63%) Data Warehouse
10 29 (50.88%) T-SQL
11 28 (49.12%) VBA
12 23 (40.35%) Microsoft Excel
13 22 (38.60%) Visualisation
14 20 (35.09%) Data Modelling
15 17 (29.82%) Advertising
16 15 (26.32%) Data Analysis Expressions (DAX)
17 14 (24.56%) Analytical Skills
18 13 (22.81%) Kimball Methodology
18 13 (22.81%) Microsoft Azure
19 12 (21.05%) PowerPivot
19 12 (21.05%) PowerShell
19 12 (21.05%) Business Analysis
20 11 (19.30%) Performance Tuning
21 10 (17.54%) SQL Server Management Studio (SSMS)
21 10 (17.54%) SQL Server 2012
21 10 (17.54%) Degree
21 10 (17.54%) Cognos
21 10 (17.54%) Greenfield Project
21 10 (17.54%) Problem-Solving
22 9 (15.79%) ETL Development

Power BI
Co-occurring IT Skills in Hertfordshire 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 1 (1.75%) SharePoint
Applications
1 23 (40.35%) Microsoft Excel
2 4 (7.02%) Spreadsheet
3 1 (1.75%) Microsoft Office
Business Applications
1 6 (10.53%) Cognos Business Intelligence
1 6 (10.53%) Cognos TM1
Cloud Services
1 13 (22.81%) Microsoft Azure
2 2 (3.51%) Amazon AWS
3 1 (1.75%) Office 365
3 1 (1.75%) OneDrive
3 1 (1.75%) Yammer
Communications & Networking
1 4 (7.02%) DNS
1 4 (7.02%) Firewall
Database & Business Intelligence
1 37 (64.91%) SQL Server
2 36 (63.16%) SQL Server Reporting Services
3 33 (57.89%) SQL Server Integration Services
4 32 (56.14%) SQL Server Analysis Services
5 30 (52.63%) Data Warehouse
6 12 (21.05%) PowerPivot
7 10 (17.54%) SQL Server 2012
8 9 (15.79%) MS Access
8 9 (15.79%) SQL Server 2016
9 8 (14.04%) Snowflake Schema
9 8 (14.04%) Star Schema
10 6 (10.53%) Data Mining
10 6 (10.53%) Microsoft Analysis Services
11 5 (8.77%) Big Data
11 5 (8.77%) SAP Data Services
12 4 (7.02%) MariaDB
12 4 (7.02%) MySQL
12 4 (7.02%) SQL Server 2008
12 4 (7.02%) SQL Server 2014
12 4 (7.02%) Sybase ASE
Development Applications
1 10 (17.54%) SQL Server Management Studio (SSMS)
2 9 (15.79%) Team Foundation Server
General
1 17 (29.82%) Advertising
2 9 (15.79%) Finance
3 6 (10.53%) Marketing
4 4 (7.02%) Retail
Job Titles
1 27 (47.37%) Analyst
2 19 (33.33%) Developer
3 17 (29.82%) Business Intelligence Analyst
4 12 (21.05%) Business Intelligence Developer
5 8 (14.04%) SQL Analyst
5 8 (14.04%) SQL Developer
6 5 (8.77%) Business Analyst
6 5 (8.77%) Data Warehouse Developer
6 5 (8.77%) ETL Developer
6 5 (8.77%) Excel Analyst
6 5 (8.77%) Power BI Developer
6 5 (8.77%) Report Developer
6 5 (8.77%) SSIS Developer
7 3 (5.26%) SQL BI Developer
7 3 (5.26%) SQL Server Developer
8 2 (3.51%) Microsoft BI Developer
8 2 (3.51%) Power BI Consultant
8 2 (3.51%) SQL Data Analyst
8 2 (3.51%) SQL DBA
8 2 (3.51%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 9 (15.79%) MDX
2 8 (14.04%) .NET
3 7 (12.28%) Web Services
4 6 (10.53%) REST
4 6 (10.53%) SOAP
5 2 (3.51%) WPF
Miscellaneous
1 14 (24.56%) Analytical Skills
2 10 (17.54%) Greenfield Project
3 4 (7.02%) Management Information System
4 3 (5.26%) Computer Science
5 2 (3.51%) Clustering
6 1 (1.75%) Data Structures
Operating Systems
1 5 (8.77%) Linux
Processes & Methodologies
1 51 (89.47%) Business Intelligence
2 34 (59.65%) ETL
3 22 (38.60%) Visualisation
4 20 (35.09%) Data Modelling
5 13 (22.81%) Kimball Methodology
6 12 (21.05%) Business Analysis
7 11 (19.30%) Performance Tuning
8 10 (17.54%) Problem-Solving
9 9 (15.79%) Data Visualisation
9 9 (15.79%) Database Tuning
9 9 (15.79%) ETL Development
9 9 (15.79%) Unit Testing
10 8 (14.04%) Analytics
11 7 (12.28%) Business Analytics
12 6 (10.53%) Business Development
12 6 (10.53%) Dashboard Development
12 6 (10.53%) Data Extraction
12 6 (10.53%) Mentoring
12 6 (10.53%) SDLC
12 6 (10.53%) Systems Analysis
Programming Languages
1 45 (78.95%) SQL
2 29 (50.88%) T-SQL
3 28 (49.12%) VBA
4 15 (26.32%) Data Analysis Expressions (DAX)
5 12 (21.05%) PowerShell
6 2 (3.51%) C#
7 1 (1.75%) Python
Qualifications
1 10 (17.54%) Degree
Quality Assurance & Compliance
1 1 (1.75%) Data Quality
1 1 (1.75%) GDPR
Vendors
1 39 (68.42%) Microsoft
2 10 (17.54%) Cognos
3 9 (15.79%) Tableau
4 5 (8.77%) SAP
5 4 (7.02%) IBM
5 4 (7.02%) Sybase
6 2 (3.51%) Oracle