Period
to 21 November 2017

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for PowerPivot skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited PowerPivot over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Microsoft Power Pivot
England > London
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 563 575 556
Rank change year-on-year +12 -19 +3
Contract jobs citing PowerPivot 71 40 54
As % of all contract IT jobs advertised in London 0.15% 0.089% 0.12%
As % of the Database & Business Intelligence category 0.63% 0.38% 0.48%
Number of daily rates quoted 47 36 38
London median daily rate £500 £406 £425
Median daily rate % change year-on-year +23.08% -4.41% +13.33%
10th Percentile £400 £294 £326
90th Percentile £675 £538 £549
England median daily rate £460 £375 £400
% change year-on-year +22.67% -6.25% +12.68%
Number of hourly rates quoted 6 0 0
London median hourly rate £21.50 - -
England median hourly rate £21.50 £26.50 £33.00
% change year-on-year -18.87% -19.70% -68.72%

PowerPivot is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Contract vacancies with a requirement for database or business intelligence skills 11208 10447 11224
As % of all contract IT jobs advertised in London 23.81% 23.25% 24.11%
Number of daily rates quoted 8320 7410 8007
London median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +5.88%
10th Percentile £355 £322 £304
90th Percentile £660 £638 £625
England median daily rate £460 £425 £413
% change year-on-year +8.24% +3.03% +3.13%
Number of hourly rates quoted 61 40 76
London median hourly rate £26.61 £28.69 £22.50
Median hourly rate % change year-on-year -7.27% +27.51% -18.18%
10th Percentile £18.25 £15.25 £14.88
90th Percentile £58.75 £82.58 £90.00
England median hourly rate £31.75 £28.00 £27.78
% change year-on-year +13.39% +0.79% +12.24%

PowerPivot
Job Vacancy Trend in London

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

Job vacancy trend for PowerPivot in London

PowerPivot
Contractor Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing PowerPivot in London.

Contractor daily rate trend for PowerPivot in London

PowerPivot
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing PowerPivot in London over the 6 months to 21 November 2017.

Contractor daily rate histogram for PowerPivot in London

PowerPivot
Contractor Hourly Rate Trend in London

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing PowerPivot in London.

Contractor hourly rate trend for PowerPivot in London

PowerPivot
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing PowerPivot within the London region over the 6 months to 21 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +19 17 £475 +11.76% 1
West London - 2 £325 -
PowerPivot
England

For the 6 months to 21 November 2017, IT contractor jobs citing PowerPivot also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the London region with a requirement for PowerPivot.

1 63 (88.73%) Business Intelligence
2 56 (78.87%) Power BI
3 54 (76.06%) SQL Server Reporting Services
4 52 (73.24%) Microsoft
5 43 (60.56%) SQL
6 40 (56.34%) Data Analysis Expressions (DAX)
7 38 (53.52%) SQL Server Integration Services
8 37 (52.11%) MDX
9 34 (47.89%) Data Warehouse
10 33 (46.48%) ETL
11 29 (40.85%) Microsoft Excel
11 29 (40.85%) SQL Server
12 27 (38.03%) Finance
12 27 (38.03%) SQL Server Analysis Services
13 26 (36.62%) T-SQL
14 24 (33.80%) Kimball Methodology
15 21 (29.58%) Data Modelling
16 20 (28.17%) Dimensional Modelling
17 18 (25.35%) Banking
17 18 (25.35%) Visualisation
18 17 (23.94%) Agile Software Development
18 17 (23.94%) Legal
18 17 (23.94%) OLAP
19 15 (21.13%) Logical Data Model
19 15 (21.13%) Physical Data Model
20 14 (19.72%) Microsoft Power View
21 13 (18.31%) Data Visualisation
21 13 (18.31%) C#
22 12 (16.90%) Microsoft Analysis Services
23 11 (15.49%) SQL Server 2008

PowerPivot
Co-occurring IT Skills in London 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 7 (9.86%) SharePoint
2 4 (5.63%) SAS
3 2 (2.82%) SharePoint 2010
4 1 (1.41%) Apache Spark
4 1 (1.41%) IIS
Applications
1 29 (40.85%) Microsoft Excel
2 5 (7.04%) Microsoft Office
3 2 (2.82%) Microsoft PowerPoint
3 2 (2.82%) Microsoft Project
3 2 (2.82%) MS Visio
3 2 (2.82%) SPSS
4 1 (1.41%) Spreadsheet
Business Applications
1 2 (2.82%) Dynamics CRM
Cloud Services
1 6 (8.45%) Microsoft Azure
2 1 (1.41%) Data Lake Analytics
Database & Business Intelligence
1 56 (78.87%) Power BI
2 54 (76.06%) SQL Server Reporting Services
3 38 (53.52%) SQL Server Integration Services
4 34 (47.89%) Data Warehouse
5 29 (40.85%) SQL Server
6 27 (38.03%) SQL Server Analysis Services
7 17 (23.94%) OLAP
8 14 (19.72%) Microsoft Power View
9 12 (16.90%) Microsoft Analysis Services
10 11 (15.49%) SQL Server 2008
10 11 (15.49%) SQL Server 2014
10 11 (15.49%) SQL Server 2016
11 9 (12.68%) QlikView
12 6 (8.45%) Big Data
12 6 (8.45%) BusinessObjects
12 6 (8.45%) OLAP Cube
13 5 (7.04%) Star Schema
14 3 (4.23%) Oracle Database
14 3 (4.23%) Oracle Database 11g
14 3 (4.23%) SQL Server 2012
Development Applications
1 6 (8.45%) Team Foundation Server
2 2 (2.82%) Visual Studio
General
1 27 (38.03%) Finance
2 18 (25.35%) Banking
3 17 (23.94%) Legal
4 7 (9.86%) Retail Banking
5 6 (8.45%) Publishing
6 5 (7.04%) Law
7 2 (2.82%) International Banking
8 1 (1.41%) Advertising
8 1 (1.41%) Front Office
8 1 (1.41%) Investment Banking
8 1 (1.41%) Marketing
8 1 (1.41%) Retail
Job Titles
1 44 (61.97%) Developer
2 41 (57.75%) Business Intelligence Developer
3 19 (26.76%) Analyst
4 17 (23.94%) Business Developer
5 9 (12.68%) Power BI Developer
6 8 (11.27%) JavaScript Developer
7 7 (9.86%) Business Intelligence Analyst
7 7 (9.86%) C# Developer
7 7 (9.86%) Data Analyst
7 7 (9.86%) SQL BI Developer
7 7 (9.86%) SQL Developer
7 7 (9.86%) SSIS Developer
8 6 (8.45%) Business Intelligence Consultant
8 6 (8.45%) Consultant
8 6 (8.45%) SSAS Developer
9 5 (7.04%) Banking Analyst
9 5 (7.04%) Power BI Consultant
10 4 (5.63%) SQL Analyst
10 4 (5.63%) SSIS Analyst
10 4 (5.63%) SSRS Developer
Libraries, Frameworks & Software Standards
1 37 (52.11%) MDX
2 10 (14.08%) COM
3 8 (11.27%) D3.js
4 3 (4.23%) .NET
4 3 (4.23%) Spring
4 3 (4.23%) Web Services
4 3 (4.23%) XML
5 1 (1.41%) TensorFlow
Miscellaneous
1 8 (11.27%) Analytical Skills
1 8 (11.27%) Hedge funds
2 3 (4.23%) Equities
2 3 (4.23%) Market Risk
2 3 (4.23%) Reinsurance
3 2 (2.82%) Credit Risk
4 1 (1.41%) Computer Science
4 1 (1.41%) Data Structures
4 1 (1.41%) FMCG
4 1 (1.41%) NHS
4 1 (1.41%) Reference Data
4 1 (1.41%) Social Network
4 1 (1.41%) Taxonomies
Operating Systems
1 1 (1.41%) Windows
1 1 (1.41%) Windows Server 2008
1 1 (1.41%) Windows Server 2012
Processes & Methodologies
1 63 (88.73%) Business Intelligence
2 33 (46.48%) ETL
3 24 (33.80%) Kimball Methodology
4 21 (29.58%) Data Modelling
5 20 (28.17%) Dimensional Modelling
6 18 (25.35%) Visualisation
7 17 (23.94%) Agile Software Development
8 15 (21.13%) Logical Data Model
8 15 (21.13%) Physical Data Model
9 13 (18.31%) Data Visualisation
10 10 (14.08%) Analytics
11 7 (9.86%) Migration
11 7 (9.86%) Statistics
12 6 (8.45%) Kanban
13 5 (7.04%) Scrum
14 4 (5.63%) Data Analytics
14 4 (5.63%) Data Mapping
14 4 (5.63%) Machine Learning
15 3 (4.23%) Dashboard Development
15 3 (4.23%) Information Governance
Programming Languages
1 43 (60.56%) SQL
2 40 (56.34%) Data Analysis Expressions (DAX)
3 26 (36.62%) T-SQL
4 13 (18.31%) C#
5 10 (14.08%) R
6 9 (12.68%) JavaScript
7 7 (9.86%) Python
8 5 (7.04%) VBA
9 4 (5.63%) PowerShell
10 3 (4.23%) Java
10 3 (4.23%) Perl
10 3 (4.23%) PL/SQL
11 1 (1.41%) MATLAB
Qualifications
1 6 (8.45%) Degree
2 1 (1.41%) Master's Degree
2 1 (1.41%) Numerate Degree
Quality Assurance & Compliance
1 3 (4.23%) GDPR
2 2 (2.82%) Data Quality
3 1 (1.41%) QA
Systems Management
1 1 (1.41%) EMC NetWorker
Vendors
1 52 (73.24%) Microsoft
2 10 (14.08%) Tableau
3 4 (5.63%) Oracle
4 2 (2.82%) Cognos
4 2 (2.82%) Salesforce.com
5 1 (1.41%) Alteryx
5 1 (1.41%) MicroStrategy
5 1 (1.41%) TIBCO