Period
to 16 December 2017

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 16 December 2017 with a comparison to the same period in the previous 2 years.

Microsoft Power BI
East of England > Hertfordshire
6 months to
16 Dec 2017
Same period 2016 Same period 2015
Rank 168 186 234
Rank change year-on-year +18 +48 -8
Permanent jobs citing Power BI 52 32 2
As % of all permanent IT jobs advertised in Hertfordshire 1.18% 0.71% 0.038%
As % of the Database & Business Intelligence category 3.98% 2.61% 0.13%
Number of salaries quoted 41 32 1
Hertfordshire median annual salary £55,000 £52,500 £60,000
Median salary % change year-on-year +4.76% -12.50% +20.00%
East of England median annual salary £49,000 £52,500 £46,750
% change year-on-year -6.67% +12.30% -8.78%

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 1306 1228 1531
As % of all permanent IT jobs advertised in Hertfordshire 29.61% 27.39% 29.17%
Number of salaries quoted 1130 1028 1328
Hertfordshire median annual salary £47,500 £50,000 £45,000
Median salary % change year-on-year -5.00% +11.11% -
10th Percentile £31,250 £30,175 £26,500
90th Percentile £67,500 £70,725 £68,750
East of England median annual salary £45,000 £45,000 £45,000

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 16 December 2017.

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 16 December 2017. 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
Watford -5 17 £55,000 -
Hatfield - 9 £60,000 -
Broxbourne - 7 £47,500 -
St Albans - 6 £39,000 -
Hemel Hempstead - 5 £47,500 -
Borehamwood -21 1 £27,500 -47.62%
Knebworth - 1 £50,000 -
Harpenden - 1 £39,500 -
Power BI
East of England

For the 6 months to 16 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 Hertfordshire region with a requirement for Power BI.

1 45 (86.54%) Business Intelligence
2 34 (65.38%) Data Warehouse
2 34 (65.38%) SQL
3 33 (63.46%) SQL Server
4 29 (55.77%) Microsoft
5 25 (48.08%) ETL
6 24 (46.15%) T-SQL
6 24 (46.15%) SQL Server Integration Services
7 23 (44.23%) Data Modelling
8 22 (42.31%) Cognos
8 22 (42.31%) .NET
8 22 (42.31%) SQL Server Analysis Services
9 19 (36.54%) PowerShell
9 19 (36.54%) Web Services
9 19 (36.54%) IBM
9 19 (36.54%) Kimball Methodology
9 19 (36.54%) Performance Tuning
10 18 (34.62%) Inmon Methodology
10 18 (34.62%) SQL Server 2012
10 18 (34.62%) ETL Development
10 18 (34.62%) SQL Server 2014
10 18 (34.62%) SQL Server 2016
10 18 (34.62%) SOAP
10 18 (34.62%) MS Access
10 18 (34.62%) VBA
10 18 (34.62%) Database Tuning
10 18 (34.62%) Team Foundation Server
10 18 (34.62%) REST
10 18 (34.62%) MDX
10 18 (34.62%) Unit Testing

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 10 (19.23%) SAS
2 9 (17.31%) Apache Spark
3 5 (9.62%) Skype for Business
4 2 (3.85%) Drupal
5 1 (1.92%) Apache
5 1 (1.92%) IIS
Applications
1 2 (3.85%) Microsoft Office
2 1 (1.92%) Microsoft Excel
2 1 (1.92%) SPSS
Business Applications
1 1 (1.92%) Dynamics GP
Cloud Services
1 9 (17.31%) Google Cloud Platform
2 2 (3.85%) Microsoft Azure
3 1 (1.92%) Amazon AWS
3 1 (1.92%) Office 365
Communications & Networking
1 17 (32.69%) DNS
2 16 (30.77%) Firewall
3 5 (9.62%) Skype
3 5 (9.62%) Unified Communications
4 2 (3.85%) Intranet
Database & Business Intelligence
1 34 (65.38%) Data Warehouse
2 33 (63.46%) SQL Server
3 24 (46.15%) SQL Server Integration Services
4 22 (42.31%) SQL Server Analysis Services
5 18 (34.62%) MS Access
5 18 (34.62%) SQL Server 2012
5 18 (34.62%) SQL Server 2014
5 18 (34.62%) SQL Server 2016
6 16 (30.77%) SAP Data Services
7 15 (28.85%) QlikView
8 11 (21.15%) SAP BW
9 10 (19.23%) Big Data
9 10 (19.23%) SQL Server Reporting Services
10 9 (17.31%) Apache Cassandra
10 9 (17.31%) BigQuery
10 9 (17.31%) Hadoop
10 9 (17.31%) HBase
10 9 (17.31%) MongoDB
10 9 (17.31%) SAS EBI
10 9 (17.31%) Sqoop
Development Applications
1 18 (34.62%) Team Foundation Server
2 8 (15.38%) SQL Server Management Studio (SSMS)
3 1 (1.92%) Visual Studio
General
1 12 (23.08%) Retail
2 5 (9.62%) Marketing
3 2 (3.85%) Finance
4 1 (1.92%) Advertising
4 1 (1.92%) Legal
Job Titles
1 25 (48.08%) Developer
2 23 (44.23%) Business Intelligence Developer
3 12 (23.08%) Analyst
4 9 (17.31%) Big Data Engineer
4 9 (17.31%) Data Engineer
5 8 (15.38%) Business Analyst
6 6 (11.54%) Microsoft BI Developer
7 5 (9.62%) Marketing Manager
7 5 (9.62%) Microsoft Developer
7 5 (9.62%) Product Manager
7 5 (9.62%) Product Marketing Manager
8 3 (5.77%) Business IT Analyst
8 3 (5.77%) IT Analyst
8 3 (5.77%) IT Business Analyst
9 2 (3.85%) Business Analyst Team Leader
9 2 (3.85%) Senior Analyst
9 2 (3.85%) Senior Business Analyst
9 2 (3.85%) Senior Developer
9 2 (3.85%) SSAS Developer
9 2 (3.85%) SSIS Developer
Libraries, Frameworks & Software Standards
1 22 (42.31%) .NET
2 19 (36.54%) Web Services
3 18 (34.62%) MDX
3 18 (34.62%) REST
3 18 (34.62%) SOAP
4 2 (3.85%) ASP.NET
5 1 (1.92%) WPF
Miscellaneous
1 14 (26.92%) Analytical Skills
2 6 (11.54%) Management Information System
3 3 (5.77%) FMCG
4 1 (1.92%) Clustering
4 1 (1.92%) Computer Science
4 1 (1.92%) NHS
Operating Systems
1 6 (11.54%) Windows
2 5 (9.62%) Apple iOS
3 1 (1.92%) Windows Server
3 1 (1.92%) Windows Server 2008
3 1 (1.92%) Windows Server 2012
Processes & Methodologies
1 45 (86.54%) Business Intelligence
2 25 (48.08%) ETL
3 23 (44.23%) Data Modelling
4 19 (36.54%) Kimball Methodology
4 19 (36.54%) Performance Tuning
5 18 (34.62%) Database Tuning
5 18 (34.62%) ETL Development
5 18 (34.62%) Inmon Methodology
5 18 (34.62%) Unit Testing
6 11 (21.15%) Agile Software Development
6 11 (21.15%) Analytics
7 10 (19.23%) Migration
8 9 (17.31%) Data Engineering
8 9 (17.31%) Data Integration
8 9 (17.31%) Low Latency
8 9 (17.31%) Prototyping
9 7 (13.46%) Root Cause Analysis
9 7 (13.46%) SDLC
10 5 (9.62%) Presales
10 5 (9.62%) Visualisation
Programming Languages
1 34 (65.38%) SQL
2 24 (46.15%) T-SQL
3 19 (36.54%) PowerShell
4 18 (34.62%) VBA
5 10 (19.23%) Python
6 9 (17.31%) Java
6 9 (17.31%) Scala
7 2 (3.85%) C#
8 1 (1.92%) PHP
8 1 (1.92%) R
8 1 (1.92%) VB
8 1 (1.92%) VB.NET
Qualifications
1 6 (11.54%) Degree
2 1 (1.92%) Master's Degree
2 1 (1.92%) MCSA
2 1 (1.92%) Microsoft Certification
System Software
1 1 (1.92%) Active Directory
Vendors
1 29 (55.77%) Microsoft
2 22 (42.31%) Cognos
3 19 (36.54%) IBM
4 17 (32.69%) Tableau
5 13 (25.00%) SAP
6 11 (21.15%) Google
7 5 (9.62%) Apple
8 1 (1.92%) Concur
8 1 (1.92%) Oracle
8 1 (1.92%) TIBCO
8 1 (1.92%) Twitter