Period
to 13 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridge 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 13 December 2018 with a comparison to the same period in the previous 2 years.

Microsoft Power BI
Cambridgeshire > Cambridge
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 118 179 145
Rank change year-on-year +61 -34 -
Permanent jobs citing Power BI 22 2 2
As % of all permanent IT jobs advertised in Cambridge 1.10% 0.063% 0.088%
As % of the Database & Business Intelligence category 3.75% 0.27% 0.35%
Number of salaries quoted 21 2 0
Cambridge median annual salary £60,000 £49,000 -
Median salary % change year-on-year +22.45% - -
Cambridgeshire median annual salary £50,000 £48,000 £50,000
% change year-on-year +4.17% -4.00% +49.25%

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 Cambridge with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cambridge
Permanent vacancies with a requirement for database or business intelligence skills 587 733 575
As % of all permanent IT jobs advertised in Cambridge 29.34% 22.93% 25.26%
Number of salaries quoted 453 573 476
Cambridge median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% +8.43%
10th Percentile £32,500 £31,250 £27,500
90th Percentile £82,500 £67,000 £64,375
Cambridgeshire median annual salary £47,773 £45,000 £42,500
% change year-on-year +6.16% +5.88% +3.66%

Power BI
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Power BI in Cambridge

Power BI
Salary Trend in Cambridge

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

Salary trend for Power BI in Cambridge

Power BI
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Power BI in Cambridge over the 6 months to 13 December 2018.

Salary histogram for Power BI in Cambridge

For the 6 months to 13 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 Cambridge region with a requirement for Power BI.

1 19 (86.36%) SQL
2 14 (63.64%) Business Intelligence
3 13 (59.09%) Microsoft
4 10 (45.45%) SQL Server
4 10 (45.45%) SQL Server Integration Services
5 9 (40.91%) Performance Tuning
6 8 (36.36%) SAS
7 7 (31.82%) ETL
7 7 (31.82%) Kafka
7 7 (31.82%) SQL Server Analysis Services
7 7 (31.82%) Microsoft Azure
7 7 (31.82%) Hadoop
7 7 (31.82%) Apache Spark
8 6 (27.27%) PowerShell
8 6 (27.27%) Git (software)
8 6 (27.27%) Apache Hive
8 6 (27.27%) Analytics
8 6 (27.27%) HDFS
8 6 (27.27%) Retail
8 6 (27.27%) SQL Server Reporting Services
8 6 (27.27%) Data Modelling
8 6 (27.27%) Linux
8 6 (27.27%) Oracle
8 6 (27.27%) SAP
9 5 (22.73%) Unix
9 5 (22.73%) LDAP
9 5 (22.73%) VMS
9 5 (22.73%) Kerberos
9 5 (22.73%) TCP/IP
9 5 (22.73%) DNS

Power BI
Co-occurring IT Skills in Cambridge 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 8 (36.36%) SAS
2 7 (31.82%) Apache Spark
3 5 (22.73%) Apache Pig
3 5 (22.73%) Apache Solr
4 3 (13.64%) SharePoint
5 2 (9.09%) BizTalk Server
6 1 (4.55%) Apache
Applications
1 4 (18.18%) Microsoft Excel
2 1 (4.55%) SPSS
Business Applications
1 3 (13.64%) Dynamics AX
1 3 (13.64%) Dynamics CRM
Cloud Services
1 7 (31.82%) Microsoft Azure
2 4 (18.18%) Azure Data Factory
3 3 (13.64%) Dynamics 365
4 2 (9.09%) Amazon AWS
5 1 (4.55%) OneDrive
Communications & Networking
1 5 (22.73%) DNS
1 5 (22.73%) Firewall
1 5 (22.73%) Kerberos
1 5 (22.73%) SSL
1 5 (22.73%) TCP/IP
Database & Business Intelligence
1 10 (45.45%) SQL Server
1 10 (45.45%) SQL Server Integration Services
2 7 (31.82%) Hadoop
2 7 (31.82%) SQL Server Analysis Services
3 6 (27.27%) Apache Hive
3 6 (27.27%) SQL Server Reporting Services
4 5 (22.73%) Apache Zeppelin
4 5 (22.73%) Data Lake
4 5 (22.73%) HBase
4 5 (22.73%) Sqoop
5 4 (18.18%) Azure SQL Database
5 4 (18.18%) Data Warehouse
5 4 (18.18%) Microsoft Analysis Services
5 4 (18.18%) PowerPivot
6 2 (9.09%) Big Data
6 2 (9.09%) SSDT
7 1 (4.55%) Amazon QuickSight
7 1 (4.55%) Amazon Redshift
7 1 (4.55%) Relational Database
7 1 (4.55%) SAP HANA
Development Applications
1 6 (27.27%) Git (software)
2 3 (13.64%) Visual Studio
3 1 (4.55%) Subversion
3 1 (4.55%) Visual Studio Team System
General
1 6 (27.27%) Retail
2 1 (4.55%) Advertising
2 1 (4.55%) Finance
2 1 (4.55%) Legal
Job Titles
1 8 (36.36%) Developer
2 5 (22.73%) Administrator
2 5 (22.73%) Hadoop Administrator
3 4 (18.18%) Analyst
3 4 (18.18%) Business Intelligence Developer
4 2 (9.09%) DBA
4 2 (9.09%) Dynamics AX Developer
4 2 (9.09%) SAS Analyst
4 2 (9.09%) Senior Analyst
4 2 (9.09%) Senior Developer
4 2 (9.09%) Senior SAS Analyst
5 1 (4.55%) Big Data Developer
5 1 (4.55%) Business Intelligence Lead
5 1 (4.55%) CRM Developer
5 1 (4.55%) Dynamics CRM Developer
5 1 (4.55%) Senior Programmer
5 1 (4.55%) Senior SAS Analyst Programmer
5 1 (4.55%) Senior SAS Programmer
5 1 (4.55%) SQL Analyst
5 1 (4.55%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 7 (31.82%) Kafka
2 5 (22.73%) LDAP
2 5 (22.73%) SparkR
3 4 (18.18%) .NET
3 4 (18.18%) JSON
4 2 (9.09%) Web Services
5 1 (4.55%) ASP.NET
5 1 (4.55%) ASP.NET MVC
5 1 (4.55%) NumPy
5 1 (4.55%) Pandas
Miscellaneous
1 3 (13.64%) Analytical Skills
2 2 (9.09%) Life Science
3 1 (4.55%) Biotechnology
Operating Systems
1 6 (27.27%) Linux
2 5 (22.73%) Unix
2 5 (22.73%) VMS
3 1 (4.55%) Windows
Processes & Methodologies
1 14 (63.64%) Business Intelligence
2 9 (40.91%) Performance Tuning
3 7 (31.82%) ETL
4 6 (27.27%) Analytics
4 6 (27.27%) Data Modelling
5 5 (22.73%) Capacity Planning
5 5 (22.73%) Configuration Management
5 5 (22.73%) Data Analysis
5 5 (22.73%) Disaster Recovery
5 5 (22.73%) Load Balancing
5 5 (22.73%) MapReduce
5 5 (22.73%) Server Monitoring
6 4 (18.18%) Agile Software Development
6 4 (18.18%) Database Tuning
6 4 (18.18%) Dimensional Modelling
6 4 (18.18%) Kimball Methodology
6 4 (18.18%) Scrum
7 3 (13.64%) CRM
8 2 (9.09%) Data Integration
8 2 (9.09%) Document Management
Programming Languages
1 19 (86.36%) SQL
2 6 (27.27%) PowerShell
3 4 (18.18%) Data Analysis Expressions (DAX)
4 3 (13.64%) R
5 2 (9.09%) C#
5 2 (9.09%) Python
5 2 (9.09%) VBA
6 1 (4.55%) Java
6 1 (4.55%) JavaScript
6 1 (4.55%) PHP
6 1 (4.55%) PL/SQL
6 1 (4.55%) Scala
6 1 (4.55%) T-SQL
6 1 (4.55%) X++
Qualifications
1 2 (9.09%) Degree
2 1 (4.55%) Microsoft Certification
2 1 (4.55%) SAS Certification
Quality Assurance & Compliance
1 4 (18.18%) QA
2 1 (4.55%) Data Quality
System Software
1 6 (27.27%) HDFS
2 5 (22.73%) Active Directory
2 5 (22.73%) Apache ZooKeeper
2 5 (22.73%) Virtual Machines
3 1 (4.55%) Docker
Systems Management
1 5 (22.73%) Ambari
1 5 (22.73%) Hadoop YARN
1 5 (22.73%) Oozie
1 5 (22.73%) Puppet
2 1 (4.55%) Systems Management Server (SMS)
Vendors
1 13 (59.09%) Microsoft
2 6 (27.27%) Oracle
2 6 (27.27%) SAP
3 3 (13.64%) Tableau
4 1 (4.55%) Cognos