Period
to 10 December 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 10 December 2018 with a comparison to the same period in the previous 2 years.

Microsoft Power BI
East of England > Hertfordshire
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 138 163 190
Rank change year-on-year +25 +27 +54
Permanent jobs citing Power BI 70 52 32
As % of all permanent IT jobs advertised in Hertfordshire 1.80% 1.18% 0.72%
As % of the Database & Business Intelligence category 7.61% 4.02% 2.66%
Number of salaries quoted 62 41 32
Hertfordshire median annual salary £45,000 £55,000 £52,500
Median salary % change year-on-year -18.18% +4.76% -12.50%
10th Percentile £36,300 £40,000 £42,750
90th Percentile £73,750 £62,500 £55,000
East of England median annual salary £44,500 £49,500 £52,500
% change year-on-year -10.10% -5.71% +12.30%

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 920 1,292 1,205
As % of all permanent IT jobs advertised in Hertfordshire 23.69% 29.32% 27.09%
Number of salaries quoted 776 1,123 1,010
Hertfordshire median annual salary £51,000 £47,500 £50,000
Median salary % change year-on-year +7.37% -5.00% +11.11%
10th Percentile £32,750 £32,000 £30,000
90th Percentile £75,000 £67,500 £70,000
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

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 10 December 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 10 December 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 - 19 £44,000 -
Watford -4 15 £50,500 -8.18% 3
Letchworth - 14 £38,500 - 1
St Albans +3 5 £35,000 -10.26% 1
Hemel Hempstead +18 4 £72,500 +52.63%
Waltham Cross - 2 £65,000 -
Cheshunt - 2 £42,500 -
Borehamwood +10 1 £50,000 +81.82% 1
Power BI
East of England

For the 6 months to 10 December 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 66 (94.29%) Microsoft
1 66 (94.29%) Business Intelligence
2 56 (80.00%) SQL Server Reporting Services
3 53 (75.71%) SQL Server Integration Services
4 52 (74.29%) SQL
5 49 (70.00%) Data Warehouse
6 44 (62.86%) SQL Server
6 44 (62.86%) SQL Server Analysis Services
7 40 (57.14%) ETL
8 38 (54.29%) Visualisation
9 36 (51.43%) T-SQL
10 22 (31.43%) Analytical Skills
11 21 (30.00%) Degree
12 20 (28.57%) Dimensional Modelling
13 18 (25.71%) Analytics
14 17 (24.29%) Microsoft Azure
15 15 (21.43%) VBA
15 15 (21.43%) Office 365
15 15 (21.43%) Marketing
15 15 (21.43%) MDX
15 15 (21.43%) Data Analysis
16 14 (20.00%) Tableau
16 14 (20.00%) Microsoft Excel
16 14 (20.00%) BusinessObjects
16 14 (20.00%) Collaborative Working
17 13 (18.57%) Finance
17 13 (18.57%) Business Analysis
18 11 (15.71%) Management Information System
18 11 (15.71%) Cognos
18 11 (15.71%) Agile Software 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 4 (5.71%) Apache Spark
Applications
1 14 (20.00%) Microsoft Excel
2 3 (4.29%) Microsoft Office
Business Applications
1 8 (11.43%) Cognos Business Intelligence
1 8 (11.43%) Cognos TM1
2 6 (8.57%) Dynamics CRM
Cloud Services
1 17 (24.29%) Microsoft Azure
2 15 (21.43%) Office 365
3 6 (8.57%) Dynamics 365
4 4 (5.71%) Azure Data Factory
Communications & Networking
1 4 (5.71%) DNS
1 4 (5.71%) Firewall
2 1 (1.43%) Intranet
Database & Business Intelligence
1 56 (80.00%) SQL Server Reporting Services
2 53 (75.71%) SQL Server Integration Services
3 49 (70.00%) Data Warehouse
4 44 (62.86%) SQL Server
4 44 (62.86%) SQL Server Analysis Services
5 14 (20.00%) BusinessObjects
6 11 (15.71%) Data Mining
7 10 (14.29%) Big Data
7 10 (14.29%) SQL Server 2012
8 8 (11.43%) Microsoft Analysis Services
9 6 (8.57%) MS Access
9 6 (8.57%) SQL Server 2016
10 4 (5.71%) MongoDB
10 4 (5.71%) SAP Data Services
11 2 (2.86%) OLAP
12 1 (1.43%) QlikView
12 1 (1.43%) SAP BW
12 1 (1.43%) SQL Server 2014
Development Applications
1 6 (8.57%) Team Foundation Server
2 1 (1.43%) SQL Server Management Studio (SSMS)
General
1 15 (21.43%) Marketing
2 13 (18.57%) Finance
3 3 (4.29%) Retail
Job Titles
1 30 (42.86%) Developer
2 27 (38.57%) Analyst
2 27 (38.57%) Business Intelligence Developer
3 17 (24.29%) Business Intelligence Analyst
4 11 (15.71%) Microsoft BI Developer
4 11 (15.71%) Microsoft Developer
5 9 (12.86%) Data Analyst
6 8 (11.43%) SQL Developer
7 7 (10.00%) Project Manager
7 7 (10.00%) SQL BI Developer
8 6 (8.57%) Business Developer
8 6 (8.57%) Data Warehouse Developer
9 5 (7.14%) ETL Developer
9 5 (7.14%) Senior Business Intelligence Developer
9 5 (7.14%) Senior Developer
10 4 (5.71%) Analyst Developer
10 4 (5.71%) Architect
10 4 (5.71%) Data Architect
10 4 (5.71%) Database Developer
10 4 (5.71%) SQL Database Developer
Libraries, Frameworks & Software Standards
1 15 (21.43%) MDX
2 4 (5.71%) .NET
2 4 (5.71%) Kafka
2 4 (5.71%) REST
2 4 (5.71%) SOAP
2 4 (5.71%) Web Services
3 3 (4.29%) SAP XI
Miscellaneous
1 22 (31.43%) Analytical Skills
2 11 (15.71%) Management Information System
3 9 (12.86%) Greenfield Project
4 2 (2.86%) Driving Licence
5 1 (1.43%) Social Network
Processes & Methodologies
1 66 (94.29%) Business Intelligence
2 40 (57.14%) ETL
3 38 (54.29%) Visualisation
4 20 (28.57%) Dimensional Modelling
5 18 (25.71%) Analytics
6 15 (21.43%) Data Analysis
7 14 (20.00%) Collaborative Working
8 13 (18.57%) Business Analysis
9 11 (15.71%) Agile Software Development
9 11 (15.71%) Data Modelling
10 10 (14.29%) PRINCE2
11 8 (11.43%) Business Development
11 8 (11.43%) Dashboard Development
11 8 (11.43%) Data Extraction
11 8 (11.43%) ETL Development
12 7 (10.00%) Project Management
13 6 (8.57%) CRM
13 6 (8.57%) Database Tuning
13 6 (8.57%) Performance Tuning
13 6 (8.57%) Unit Testing
Programming Languages
1 52 (74.29%) SQL
2 36 (51.43%) T-SQL
3 15 (21.43%) VBA
4 11 (15.71%) Data Analysis Expressions (DAX)
5 6 (8.57%) PowerShell
6 2 (2.86%) C#
6 2 (2.86%) Python
7 1 (1.43%) VB
Qualifications
1 21 (30.00%) Degree
2 4 (5.71%) ISEB
3 3 (4.29%) CBAP
4 1 (1.43%) Computer Science Degree
4 1 (1.43%) MBCS
4 1 (1.43%) Numerate Degree
Quality Assurance & Compliance
1 1 (1.43%) Data Quality
Vendors
1 66 (94.29%) Microsoft
2 14 (20.00%) Tableau
3 11 (15.71%) Cognos
4 7 (10.00%) SAP
5 4 (5.71%) Alteryx
5 4 (5.71%) Hortonworks
6 3 (4.29%) Oracle
7 1 (1.43%) IBM
7 1 (1.43%) MicroStrategy