Period
to 24 September 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 24 September 2018 with a comparison to the same period in the previous 2 years.

Microsoft Power BI
East of England > Hertfordshire
6 months to
24 Sep 2018
Same period 2017 Same period 2016
Rank 145 187 188
Rank change year-on-year +42 +1 -
Permanent jobs citing Power BI 68 26 30
As % of all permanent IT jobs advertised in Hertfordshire 1.65% 0.64% 0.68%
As % of the Database & Business Intelligence category 6.38% 2.30% 2.67%
Number of salaries quoted 62 22 31
Hertfordshire median annual salary £45,000 £48,250 £52,500
Median salary % change year-on-year -6.74% -8.10% -
10th Percentile £35,175 £38,075 £42,500
90th Percentile £73,000 £62,500 £55,000
East of England median annual salary £44,400 £49,000 £52,500
% change year-on-year -9.39% -6.67% -50.00%

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 1,066 1,129 1,123
As % of all permanent IT jobs advertised in Hertfordshire 25.79% 27.69% 25.31%
Number of salaries quoted 887 1,011 965
Hertfordshire median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £35,000 £32,000 £29,250
90th Percentile £75,000 £67,500 £68,750
East of England median annual salary £47,500 £45,000 £43,000
% change year-on-year +5.56% +4.65% -1.15%

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 24 September 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 24 September 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
Welwyn Garden City - 22 £40,000 - 1
Watford +6 17 £55,000 +15.79% 2
Hemel Hempstead - 7 £58,750 - 1
St Albans +3 5 £35,000 -10.26%
Letchworth - 4 £38,500 - 1
Rickmansworth - 2 £55,000 -
Cheshunt - 2 £42,500 -
Hatfield -10 1 £52,500 -12.50%
Borehamwood - 1 £41,000 -
Waltham Cross - 1 £60,000 -
Power BI
East of England

For the 6 months to 24 September 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 65 (95.59%) Business Intelligence
2 61 (89.71%) Microsoft
3 56 (82.35%) SQL Server Reporting Services
4 52 (76.47%) SQL Server Integration Services
4 52 (76.47%) SQL
5 51 (75.00%) SQL Server
6 48 (70.59%) T-SQL
7 46 (67.65%) Data Warehouse
7 46 (67.65%) SQL Server Analysis Services
8 44 (64.71%) Visualisation
9 40 (58.82%) ETL
10 26 (38.24%) Analytical Skills
11 24 (35.29%) Degree
12 23 (33.82%) Microsoft Excel
13 22 (32.35%) VBA
14 20 (29.41%) Tableau
15 19 (27.94%) Finance
16 18 (26.47%) Microsoft Azure
16 18 (26.47%) Marketing
17 16 (23.53%) Analytics
18 15 (22.06%) MDX
18 15 (22.06%) Business Analysis
18 15 (22.06%) Cognos
19 14 (20.59%) Data Mining
19 14 (20.59%) Data Analysis Expressions (DAX)
20 13 (19.12%) Dashboard Development
20 13 (19.12%) Cognos TM1
20 13 (19.12%) Microsoft Analysis Services
20 13 (19.12%) Cognos Business Intelligence
20 13 (19.12%) Business 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 3 (4.41%) Apache Spark
2 1 (1.47%) SharePoint
Applications
1 23 (33.82%) Microsoft Excel
2 1 (1.47%) Microsoft Office
Business Applications
1 13 (19.12%) Cognos Business Intelligence
1 13 (19.12%) Cognos TM1
2 4 (5.88%) Dynamics CRM
Cloud Services
1 18 (26.47%) Microsoft Azure
2 9 (13.24%) Office 365
3 4 (5.88%) Dynamics 365
4 3 (4.41%) Azure Data Factory
5 1 (1.47%) OneDrive
5 1 (1.47%) Yammer
Communications & Networking
1 4 (5.88%) DNS
1 4 (5.88%) Firewall
Database & Business Intelligence
1 56 (82.35%) SQL Server Reporting Services
2 52 (76.47%) SQL Server Integration Services
3 51 (75.00%) SQL Server
4 46 (67.65%) Data Warehouse
4 46 (67.65%) SQL Server Analysis Services
5 14 (20.59%) Data Mining
6 13 (19.12%) Microsoft Analysis Services
7 12 (17.65%) SQL Server 2012
8 10 (14.71%) Big Data
9 7 (10.29%) MS Access
9 7 (10.29%) SQL Server 2016
10 4 (5.88%) BusinessObjects
10 4 (5.88%) MongoDB
10 4 (5.88%) SAP Data Services
10 4 (5.88%) SQL Server 2008
11 3 (4.41%) Snowflake Schema
11 3 (4.41%) Star Schema
12 2 (2.94%) OLAP
12 2 (2.94%) QlikView
12 2 (2.94%) Sybase ASE
Development Applications
1 7 (10.29%) Team Foundation Server
2 3 (4.41%) SQL Server Management Studio (SSMS)
General
1 19 (27.94%) Finance
2 18 (26.47%) Marketing
3 4 (5.88%) Advertising
4 3 (4.41%) Retail
Job Titles
1 31 (45.59%) Developer
2 25 (36.76%) Business Intelligence Developer
3 21 (30.88%) Analyst
4 11 (16.18%) SQL Developer
5 10 (14.71%) Business Intelligence Analyst
5 10 (14.71%) Microsoft BI Developer
5 10 (14.71%) Microsoft Developer
6 9 (13.24%) Data Analyst
7 7 (10.29%) Data Warehouse Developer
7 7 (10.29%) SQL BI Developer
8 6 (8.82%) ETL Developer
8 6 (8.82%) SSIS Developer
9 5 (7.35%) Business Developer
9 5 (7.35%) Database Developer
9 5 (7.35%) Senior Business Intelligence Developer
9 5 (7.35%) Senior Developer
9 5 (7.35%) SQL Database Developer
10 4 (5.88%) Analyst Developer
10 4 (5.88%) Project Manager
10 4 (5.88%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 15 (22.06%) MDX
2 5 (7.35%) Web Services
3 4 (5.88%) .NET
3 4 (5.88%) REST
3 4 (5.88%) SOAP
4 3 (4.41%) Kafka
5 1 (1.47%) SAP XI
Miscellaneous
1 26 (38.24%) Analytical Skills
2 11 (16.18%) Greenfield Project
3 9 (13.24%) Management Information System
4 5 (7.35%) Computer Science
5 2 (2.94%) Driving Licence
Operating Systems
1 3 (4.41%) Linux
Processes & Methodologies
1 65 (95.59%) Business Intelligence
2 44 (64.71%) Visualisation
3 40 (58.82%) ETL
4 16 (23.53%) Analytics
5 15 (22.06%) Business Analysis
6 13 (19.12%) Business Development
6 13 (19.12%) Dashboard Development
6 13 (19.12%) Data Extraction
7 11 (16.18%) Data Modelling
8 10 (14.71%) Data Analysis
9 9 (13.24%) Dimensional Modelling
9 9 (13.24%) ETL Development
10 8 (11.76%) Data Visualisation
11 7 (10.29%) Database Tuning
11 7 (10.29%) Performance Tuning
11 7 (10.29%) Unit Testing
12 6 (8.82%) Agile Software Development
13 5 (7.35%) Data Development
13 5 (7.35%) PRINCE2
13 5 (7.35%) Project Management
Programming Languages
1 52 (76.47%) SQL
2 48 (70.59%) T-SQL
3 22 (32.35%) VBA
4 14 (20.59%) Data Analysis Expressions (DAX)
5 8 (11.76%) PowerShell
6 2 (2.94%) C#
6 2 (2.94%) Python
7 1 (1.47%) VB
Qualifications
1 24 (35.29%) Degree
2 1 (1.47%) CBAP
2 1 (1.47%) Computer Science Degree
2 1 (1.47%) ISEB
2 1 (1.47%) Numerate Degree
Quality Assurance & Compliance
1 1 (1.47%) GDPR
Vendors
1 61 (89.71%) Microsoft
2 20 (29.41%) Tableau
3 15 (22.06%) Cognos
4 5 (7.35%) SAP
5 3 (4.41%) Alteryx
5 3 (4.41%) Hortonworks
6 2 (2.94%) Sybase
7 1 (1.47%) MicroStrategy
7 1 (1.47%) Oracle