Period
to 19 November 2017

The following table provides summary statistics for contract job vacancies advertised in the South East with a requirement for Dimensional Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Dimensional Modelling over the 6 months to 19 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.

Dimensional Modelling
England > South East
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 319 343 356
Rank change year-on-year +24 +13 -25
Contract jobs citing Dimensional Modelling 39 22 34
As % of all contract IT jobs advertised in the South East 0.24% 0.13% 0.17%
As % of the Processes & Methodologies category 0.28% 0.16% 0.22%
Number of daily rates quoted 28 11 18
South East median daily rate £456 £438 £439
Median daily rate % change year-on-year +4.29% -0.28% +17.00%
10th Percentile £321 £331 £308
90th Percentile £550 £488 £516
England median daily rate £450 £425 £450
% change year-on-year +5.88% -5.56% +5.88%
Number of hourly rates quoted 0 0 0
South East median hourly rate - - -
England median hourly rate - £20.50 -

Dimensional Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the South East with a requirement for process or methodology skills.

All Process and Methodology Skills
South East
Contract vacancies with a requirement for process or methodology skills 13737 13730 15709
As % of all contract IT jobs advertised in the South East 82.82% 82.62% 80.72%
Number of daily rates quoted 8241 8306 9370
South East median daily rate £425 £400 £390
Median daily rate % change year-on-year +6.25% +2.56% +4.00%
10th Percentile £263 £250 £255
90th Percentile £575 £563 £535
England median daily rate £450 £425 £422
% change year-on-year +5.88% +0.62% +5.60%
Number of hourly rates quoted 454 548 602
South East median hourly rate £23.00 £26.75 £26.55
Median hourly rate % change year-on-year -14.02% +0.75% +51.71%
10th Percentile £11.25 £12.00 £12.00
90th Percentile £50.00 £50.68 £48.75
England median hourly rate £23.75 £24.41 £22.50
% change year-on-year -2.70% +8.49% +18.42%

Dimensional Modelling
Job Vacancy Trend in the South East

Job postings citing Dimensional Modelling as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for Dimensional Modelling in the South East

Dimensional Modelling
Contractor Daily Rate Trend in the South East

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Dimensional Modelling in the South East.

Contractor daily rate trend for Dimensional Modelling in the South East

Dimensional Modelling
Contractor Daily Rate Histogram in the South East

The daily rate distribution of IT jobs citing Dimensional Modelling in the South East over the 6 months to 19 November 2017.

Contractor daily rate histogram for Dimensional Modelling in the South East

Dimensional Modelling
Contract Job Locations in the South East

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Dimensional Modelling within the South East region over the 6 months to 19 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
Thames Valley +3 25 £475 +8.57%
Oxfordshire - 17 £495 -
Berkshire +12 7 £406 -
Hampshire - 6 £438 - 1
Surrey -10 5 £425 -
Kent -11 2 £313 -15.25%
Buckinghamshire -37 1 - -
Dimensional Modelling
England

For the 6 months to 19 November 2017, IT contractor jobs citing Dimensional Modelling 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 South East region with a requirement for Dimensional Modelling.

1 34 (87.18%) Data Warehouse
2 33 (84.62%) SQL
3 27 (69.23%) Business Intelligence
4 26 (66.67%) ETL
5 24 (61.54%) Data Modelling
6 23 (58.97%) Agile Software Development
7 22 (56.41%) Kimball Methodology
8 18 (46.15%) PL/SQL
9 17 (43.59%) Performance Tuning
10 16 (41.03%) Talend
10 16 (41.03%) Talend Open Studio
11 13 (33.33%) Software Engineering
12 12 (30.77%) Data Management
12 12 (30.77%) Oracle
13 11 (28.21%) SQL Server
13 11 (28.21%) Finance
13 11 (28.21%) Data Architecture
13 11 (28.21%) Data Integration
14 10 (25.64%) Oracle BI EE
14 10 (25.64%) SQL Server Integration Services
15 8 (20.51%) SQL Server Reporting Services
15 8 (20.51%) Waterfall
16 7 (17.95%) JIRA
16 7 (17.95%) Stakeholder Management
16 7 (17.95%) Oracle Database
17 4 (10.26%) C#
17 4 (10.26%) T-SQL
17 4 (10.26%) Kalido
18 3 (7.69%) Data Analysis
18 3 (7.69%) Business Analysis

Dimensional Modelling
Co-occurring IT Skills in the South East 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 (7.69%) SAS
2 1 (2.56%) SharePoint
Business Applications
1 2 (5.13%) Oracle ERP
2 1 (2.56%) SAP Business One
Cloud Services
1 3 (7.69%) Microsoft Azure
2 1 (2.56%) Azure Data Factory
Communications & Networking
1 3 (7.69%) NAS
Database & Business Intelligence
1 34 (87.18%) Data Warehouse
2 11 (28.21%) SQL Server
3 10 (25.64%) Oracle BI EE
3 10 (25.64%) SQL Server Integration Services
4 8 (20.51%) SQL Server Reporting Services
5 7 (17.95%) Oracle Database
6 4 (10.26%) Kalido
7 3 (7.69%) OLAP
7 3 (7.69%) SAS EBI
7 3 (7.69%) Star Schema
8 2 (5.13%) BusinessObjects
8 2 (5.13%) Data Lake
8 2 (5.13%) Enterprise Data Warehouse
8 2 (5.13%) Oracle BI Publisher
8 2 (5.13%) Oracle Database 11g
8 2 (5.13%) Oracle ODI
8 2 (5.13%) Oracle Reports
8 2 (5.13%) Power BI
8 2 (5.13%) SQL Server 2012
8 2 (5.13%) SQL Server Analysis Services
Development Applications
1 16 (41.03%) Talend Open Studio
2 7 (17.95%) JIRA
3 2 (5.13%) ERwin
4 1 (2.56%) SQL Server Management Studio (SSMS)
General
1 11 (28.21%) Finance
2 3 (7.69%) Publishing
3 2 (5.13%) Telecoms
4 1 (2.56%) Advertising
4 1 (2.56%) Legal
Job Titles
1 25 (64.10%) Developer
2 14 (35.90%) Data Warehouse Developer
2 14 (35.90%) SQL Developer
3 11 (28.21%) Talend Developer
4 9 (23.08%) ETL Developer
5 6 (15.38%) Business Intelligence Developer
6 5 (12.82%) Data Modeller
6 5 (12.82%) OBIEE Developer
6 5 (12.82%) SQL BI Developer
7 3 (7.69%) Analyst
7 3 (7.69%) Architect
7 3 (7.69%) Business Intelligence Specialist
7 3 (7.69%) Data Architect
7 3 (7.69%) Data Integration Developer
7 3 (7.69%) Data Integration Specialist
7 3 (7.69%) Data Warehouse Specialist
7 3 (7.69%) ETL Specialist
7 3 (7.69%) Integration Developer
7 3 (7.69%) Integration Specialist
8 2 (5.13%) Administrator
Libraries, Frameworks & Software Standards
1 3 (7.69%) .NET
2 2 (5.13%) RabbitMQ
2 2 (5.13%) WCF
2 2 (5.13%) WPF
3 1 (2.56%) MDX
Miscellaneous
1 3 (7.69%) Analytical Skills
1 3 (7.69%) Mainframe
2 2 (5.13%) Greenfield Project
2 2 (5.13%) Management Information System
3 1 (2.56%) CMDB
3 1 (2.56%) Computer Science
3 1 (2.56%) Reference Data
3 1 (2.56%) User Experience
Operating Systems
1 3 (7.69%) Linux
1 3 (7.69%) MVS
2 1 (2.56%) Unix
Processes & Methodologies
1 27 (69.23%) Business Intelligence
2 26 (66.67%) ETL
3 24 (61.54%) Data Modelling
4 23 (58.97%) Agile Software Development
5 22 (56.41%) Kimball Methodology
6 17 (43.59%) Performance Tuning
7 13 (33.33%) Software Engineering
8 12 (30.77%) Data Management
9 11 (28.21%) Data Architecture
9 11 (28.21%) Data Integration
10 8 (20.51%) Waterfall
11 7 (17.95%) Stakeholder Management
12 3 (7.69%) Business Analysis
12 3 (7.69%) Data Analysis
12 3 (7.69%) ERP
12 3 (7.69%) Performance Optimisation
12 3 (7.69%) Release Management
12 3 (7.69%) Wealth Management
13 2 (5.13%) Analytics
13 2 (5.13%) Dashboard Development
Programming Languages
1 33 (84.62%) SQL
2 18 (46.15%) PL/SQL
3 4 (10.26%) C#
3 4 (10.26%) T-SQL
4 1 (2.56%) VB.NET
Qualifications
1 2 (5.13%) Degree
2 1 (2.56%) Computer Science Degree
2 1 (2.56%) ISEB
Quality Assurance & Compliance
1 2 (5.13%) QA
Systems Management
1 2 (5.13%) Control-M
Vendors
1 16 (41.03%) Talend
2 12 (30.77%) Oracle
3 3 (7.69%) Cognos
3 3 (7.69%) Informatica
3 3 (7.69%) Microsoft
4 2 (5.13%) SAP
4 2 (5.13%) Xamarin
5 1 (2.56%) Salesforce.com
5 1 (2.56%) Tableau
5 1 (2.56%) Teradata