Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for PowerPivot skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited PowerPivot over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Microsoft Power Pivot
UK > England
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 1035 1022 911
Rank change year-on-year -13 -111 +55
Permanent jobs citing PowerPivot 131 181 370
As % of all permanent IT jobs advertised in England 0.078% 0.10% 0.18%
As % of the Database & Business Intelligence category 0.26% 0.34% 0.57%
Number of salaries quoted 115 167 312
England median annual salary £54,979 £52,500 £45,000
Median salary % change year-on-year +4.72% +16.67% -
10th Percentile £29,000 £32,500 £28,250
90th Percentile £67,500 £68,750 £68,625
UK median annual salary £54,979 £52,000 £45,000
% change year-on-year +5.73% +15.56% -

PowerPivot 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 England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 50929 53003 64619
As % of all permanent IT jobs advertised in England 30.17% 29.59% 31.59%
Number of salaries quoted 42324 45756 54927
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £30,000 £29,000 £28,500
90th Percentile £77,500 £77,500 £75,000
UK median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +2.27%

PowerPivot
Job Vacancy Trend in England

Job postings citing PowerPivot as a percentage of all IT jobs advertised in England.

Job vacancy trend for PowerPivot in England

PowerPivot
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing PowerPivot in England.

Salary trend for PowerPivot in England

PowerPivot
Salary Histogram in England

The salary distribution of IT jobs citing PowerPivot in England over the 6 months to 23 November 2017.

Salary histogram for PowerPivot in England

PowerPivot
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing PowerPivot within the England region over the 6 months to 23 November 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
London +5 74 £60,000 +4.35% 3
South East +20 21 £30,000 -40.00%
North of England -6 20 £40,000 -3.03% 1
Yorkshire +22 12 £40,000 -
North West -22 8 £38,000 +11.76% 1
Midlands +16 7 £45,000 +12.50%
East of England +5 6 £53,750 -
East Midlands +27 5 £55,000 +48.65%
South West +3 3 £56,250 +73.08%
West Midlands +12 2 £38,250 -19.47%
PowerPivot
UK

For the 6 months to 23 November 2017, IT jobs citing PowerPivot 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 England region with a requirement for PowerPivot.

1 115 (87.79%) Business Intelligence
2 105 (80.15%) SQL
3 98 (74.81%) SQL Server
3 98 (74.81%) Power BI
4 84 (64.12%) SQL Server Reporting Services
5 81 (61.83%) SQL Server Integration Services
6 74 (56.49%) Microsoft
7 68 (51.91%) Data Warehouse
8 64 (48.85%) Microsoft Excel
9 62 (47.33%) SQL Server Analysis Services
10 55 (41.98%) ETL
11 50 (38.17%) T-SQL
11 50 (38.17%) Agile Software Development
12 46 (35.11%) Analytical Skills
13 39 (29.77%) Analytics
14 38 (29.01%) Degree
15 34 (25.95%) MDX
16 32 (24.43%) Microsoft Power View
17 31 (23.66%) Data Modelling
17 31 (23.66%) Finance
18 30 (22.90%) OLAP
18 30 (22.90%) Tableau
19 27 (20.61%) Data Analysis Expressions (DAX)
19 27 (20.61%) Team Foundation Server
19 27 (20.61%) Scrum
19 27 (20.61%) Microsoft Analysis Services
20 25 (19.08%) Data Analysis
20 25 (19.08%) Relational Database
21 24 (18.32%) Kimball Methodology
22 22 (16.79%) SQL Server 2008

PowerPivot
Co-occurring IT Skills in England 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 20 (15.27%) SharePoint
2 8 (6.11%) Apache Spark
3 3 (2.29%) WebSphere
4 2 (1.53%) IIS
5 1 (0.76%) Apache
5 1 (0.76%) SAS
5 1 (0.76%) Tomcat
Applications
1 64 (48.85%) Microsoft Excel
2 7 (5.34%) Spreadsheet
3 5 (3.82%) Microsoft PowerPoint
4 3 (2.29%) MS Visio
5 1 (0.76%) Microsoft Office
5 1 (0.76%) SPSS
Business Applications
1 5 (3.82%) Dynamics AX
2 2 (1.53%) NetSuite
2 2 (1.53%) Oracle ERP
3 1 (0.76%) Dynamics CRM
Cloud Services
1 17 (12.98%) Microsoft Azure
2 8 (6.11%) Azure Machine Learning
2 8 (6.11%) Cloud Computing
3 3 (2.29%) Cortana Intelligence Suite
3 3 (2.29%) Dynamics 365
3 3 (2.29%) PaaS
3 3 (2.29%) SaaS
4 1 (0.76%) Amazon AWS
4 1 (0.76%) Azure Data Factory
4 1 (0.76%) Data Lake Analytics
Communications & Networking
1 12 (9.16%) Internet
Database & Business Intelligence
1 98 (74.81%) Power BI
1 98 (74.81%) SQL Server
2 84 (64.12%) SQL Server Reporting Services
3 81 (61.83%) SQL Server Integration Services
4 68 (51.91%) Data Warehouse
5 62 (47.33%) SQL Server Analysis Services
6 32 (24.43%) Microsoft Power View
7 30 (22.90%) OLAP
8 27 (20.61%) Microsoft Analysis Services
9 25 (19.08%) Relational Database
10 22 (16.79%) SQL Server 2008
11 20 (15.27%) QlikView
12 19 (14.50%) BusinessObjects
13 18 (13.74%) OLAP Cube
14 16 (12.21%) Big Data
15 15 (11.45%) GIS
16 12 (9.16%) Hadoop
16 12 (9.16%) SQL Server 2014
17 10 (7.63%) SQL Server 2016
18 8 (6.11%) Biml
Development Applications
1 27 (20.61%) Team Foundation Server
2 11 (8.40%) SQL Server Management Studio (SSMS)
3 10 (7.63%) Visual Studio
4 9 (6.87%) Octopus Deploy
5 8 (6.11%) JIRA
6 1 (0.76%) Talend Open Studio
6 1 (0.76%) Visual Studio Team System
General
1 31 (23.66%) Finance
2 17 (12.98%) Banking
2 17 (12.98%) Retail
3 15 (11.45%) Retail Banking
4 12 (9.16%) Publishing
5 6 (4.58%) Back Office
6 5 (3.82%) Marketing
7 3 (2.29%) Advertising
8 1 (0.76%) Automotive
8 1 (0.76%) Manufacturing
8 1 (0.76%) Pharmaceutical
Job Titles
1 65 (49.62%) Developer
2 44 (33.59%) Business Intelligence Developer
3 39 (29.77%) Analyst
4 22 (16.79%) SQL Developer
5 16 (12.21%) Business Developer
5 16 (12.21%) Data Analyst
6 15 (11.45%) Business Intelligence Analyst
6 15 (11.45%) SQL BI Developer
7 13 (9.92%) SSAS Developer
7 13 (9.92%) SSIS Developer
8 12 (9.16%) Business Intelligence Consultant
8 12 (9.16%) Consultant
8 12 (9.16%) Power BI Developer
8 12 (9.16%) SSRS Developer
9 11 (8.40%) Agile Developer
9 11 (8.40%) Business Intelligence Lead
9 11 (8.40%) T-SQL Developer
10 9 (6.87%) Database Developer
11 8 (6.11%) Architect
12 7 (5.34%) SQL DBA
Libraries, Frameworks & Software Standards
1 34 (25.95%) MDX
2 14 (10.69%) .NET
3 2 (1.53%) CSS
3 2 (1.53%) EDI
3 2 (1.53%) HTML
3 2 (1.53%) Web Services
3 2 (1.53%) XML
4 1 (0.76%) COM
Miscellaneous
1 46 (35.11%) Analytical Skills
2 11 (8.40%) Management Information System
2 11 (8.40%) NHS
3 7 (5.34%) iPhone
4 6 (4.58%) Enterprise Software
5 5 (3.82%) Algorithms
5 5 (3.82%) Driving Licence
6 2 (1.53%) Credit Risk
7 1 (0.76%) Computer Science
7 1 (0.76%) Fintech
7 1 (0.76%) PMI
Operating Systems
1 3 (2.29%) Linux
2 2 (1.53%) Windows
2 2 (1.53%) Windows Server 2008
2 2 (1.53%) Windows Server 2012
Processes & Methodologies
1 115 (87.79%) Business Intelligence
2 55 (41.98%) ETL
3 50 (38.17%) Agile Software Development
4 39 (29.77%) Analytics
5 31 (23.66%) Data Modelling
6 27 (20.61%) Scrum
7 25 (19.08%) Data Analysis
8 24 (18.32%) Kimball Methodology
9 19 (14.50%) Dimensional Modelling
10 15 (11.45%) Kanban
10 15 (11.45%) Migration
10 15 (11.45%) Performance Tuning
10 15 (11.45%) Visualisation
11 12 (9.16%) Mathematics
12 10 (7.63%) Business Analysis
12 10 (7.63%) Data Analytics
12 10 (7.63%) Machine Learning
12 10 (7.63%) Mentoring
13 9 (6.87%) Data Management
13 9 (6.87%) Statistics
Programming Languages
1 105 (80.15%) SQL
2 50 (38.17%) T-SQL
3 27 (20.61%) Data Analysis Expressions (DAX)
4 18 (13.74%) VBA
5 11 (8.40%) PowerShell
6 10 (7.63%) JavaScript
7 7 (5.34%) C#
8 6 (4.58%) Python
9 4 (3.05%) R
10 2 (1.53%) Java
10 2 (1.53%) VB
10 2 (1.53%) VBScript
11 1 (0.76%) C
11 1 (0.76%) C++
11 1 (0.76%) Pascal
11 1 (0.76%) VB.NET
11 1 (0.76%) X++
Qualifications
1 38 (29.01%) Degree
2 5 (3.82%) MCSA
2 5 (3.82%) MCSE
2 5 (3.82%) Microsoft Certification
3 4 (3.05%) MBA
4 2 (1.53%) PRINCE2 Practitioner
5 1 (0.76%) APMP
5 1 (0.76%) CFA
5 1 (0.76%) CIMA
5 1 (0.76%) PhD
5 1 (0.76%) PMI Certification
5 1 (0.76%) Postgraduate
Quality Assurance & Compliance
1 7 (5.34%) Data Quality
2 6 (4.58%) QA
3 5 (3.82%) NEBOSH
4 3 (2.29%) Cyber Essentials
4 3 (2.29%) ISO/IEC 27001
Vendors
1 74 (56.49%) Microsoft
2 30 (22.90%) Tableau
3 13 (9.92%) Oracle
4 10 (7.63%) MicroStrategy
5 6 (4.58%) RedGate
6 4 (3.05%) JD Edwards
6 4 (3.05%) SAP
7 3 (2.29%) IBM
7 3 (2.29%) Nintex
8 2 (1.53%) Cloudera
8 2 (1.53%) TOWER Software
9 1 (0.76%) Alteryx
9 1 (0.76%) Hortonworks
9 1 (0.76%) IDERA
9 1 (0.76%) Informatica
9 1 (0.76%) Logi
9 1 (0.76%) Logi Analytics
9 1 (0.76%) Talend