The following table provides summary statistics for contract job vacancies advertised in England 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 3 months to 27 April 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
UK / England
3 months to
27 Apr 2017
Same period 2016 Same period 2015
Rank 520 525 476
Rank change year-on-year +5 -49  
Contract jobs citing Dimensional Modelling 72 101 136
As % of all contract IT jobs advertised in England 0.17% 0.20% 0.27%
As % of the Processes & Methodologies category 0.20% 0.24% 0.33%
Number of daily rates quoted 47 78 100
Median daily rate £450 £413 £475
Median daily rate % change year-on-year +9.09% -13.15%  
90% offered a daily rate of more than £375 £325 £338
10% offered a daily rate of more than £517 £550 £550
UK excluding London median daily rate £450 £363 £425
% change year-on-year +24.13% -14.70%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

Dimensional Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for process and methodology skills.

Contract Process & Methodology Skills
England
Contract job vacancies with a requirement for process and methodology skills 35940 42624 40649
As % of all contract IT job vacancies advertised in England 83.82% 82.91% 80.21%
Number of daily rates quoted 23765 28550 25665
Median daily rate £450 £445 £420
Median daily rate % change year-on-year +1.12% +5.95%  
90% offered a daily rate of more than £305 £300 £285
10% offered a daily rate of more than £600 £600 £580
UK excluding London median daily rate £415 £400 £393
% change year-on-year +3.75% +1.91%  
Number of hourly rates quoted 908 953 1201
Median hourly rate £36.00 £31.50 £29.00
Median hourly rate % change year-on-year +14.28% +8.62%  
90% offered a hourly rate of more than £13.00 £12.50 £12.00
10% offered a hourly rate of more than £55.00 £48.50 £47.79
UK excluding London median hourly rate £37.24 £36.00 £30.50
% change year-on-year +3.43% +18.03%  

Dimensional Modelling
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Dimensional Modelling as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Dimensional Modelling in England

Dimensional Modelling
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Dimensional Modelling in England

Dimensional Modelling
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Dimensional Modelling in England over the 3 months to 27 April 2017.

Contractor daily rate histogram for Dimensional Modelling in England

Dimensional Modelling
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Dimensional Modelling in England.

Contractor hourly rate trend for Dimensional Modelling in England

Dimensional Modelling
Contract Job Locations in England

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 England region over the 3 months to 27 April 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +23 38 £450 - 12
South East +21 15 £476 +15.45% 3
South West +16 7 £388 -18.42%
North West +26 5 £450 +9.09% 2
East of England -1 3 £238 -32.14% 1
West Midlands +21 2 £375 - 3
North East +4 1 - - 1
Dimensional Modelling
UK

For the 6 months to 27 April 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 England region with a requirement for Dimensional Modelling.

1 115 (78.77%) Data Warehouse
2 102 (69.86%) SQL
3 97 (66.44%) Business Intelligence
4 81 (55.48%) ETL
5 79 (54.11%) Data Modelling
6 73 (50.00%) Oracle
7 65 (44.52%) SQL Server
8 55 (37.67%) Finance
9 46 (31.51%) Kimball Methodology
10 41 (28.08%) SQL Server Integration Services
11 37 (25.34%) Agile Software Development
12 34 (23.29%) SQL Server Analysis Services
13 31 (21.23%) Performance Tuning
14 30 (20.55%) Microsoft
15 28 (19.18%) SQL Server Reporting Services
16 27 (18.49%) Degree
17 26 (17.81%) Oracle BI EE
17 26 (17.81%) T-SQL
17 26 (17.81%) PL/SQL
18 24 (16.44%) Teradata
18 24 (16.44%) Data Management
18 24 (16.44%) Relational Database
18 24 (16.44%) Analytics
19 23 (15.75%) Data Quality
19 23 (15.75%) SDLC
19 23 (15.75%) QlikView
20 20 (13.70%) Star Schema
21 18 (12.33%) BusinessObjects
21 18 (12.33%) OLAP
21 18 (12.33%) Oracle Reports

Dimensional Modelling
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 12 (8.22%) SharePoint
2 4 (2.74%) Apache Spark
2 4 (2.74%) SAS
3 1 (0.68%) Oracle SOA Suite
3 1 (0.68%) Skype for Business
Applications
1 15 (10.27%) Microsoft Excel
2 8 (5.48%) MS Visio
3 3 (2.05%) Microsoft Office
Business Applications
1 2 (1.37%) Dynamics AX
1 2 (1.37%) Dynamics CRM
1 2 (1.37%) Dynamics NAV
1 2 (1.37%) Oracle EBS
1 2 (1.37%) Oracle Retail
2 1 (0.68%) Cognos Business Intelligence
2 1 (0.68%) Cognos TM1
2 1 (0.68%) HFM
2 1 (0.68%) Hyperion Planning
2 1 (0.68%) Oracle Utilities
2 1 (0.68%) SAP BPC
2 1 (0.68%) SAP Oil and Gas
Cloud Services
1 5 (3.42%) Microsoft Azure
2 4 (2.74%) Amazon AWS
3 3 (2.05%) Cloud Computing
4 2 (1.37%) GitHub
Communications & Networking
1 1 (0.68%) 2G
1 1 (0.68%) 3G
1 1 (0.68%) DHCP
1 1 (0.68%) DNS
1 1 (0.68%) LTE
1 1 (0.68%) Radio Access Network
1 1 (0.68%) Skype
1 1 (0.68%) SNMP
1 1 (0.68%) Telnet
Database & Business Intelligence
1 115 (78.77%) Data Warehouse
2 65 (44.52%) SQL Server
3 41 (28.08%) SQL Server Integration Services
4 34 (23.29%) SQL Server Analysis Services
5 28 (19.18%) SQL Server Reporting Services
6 26 (17.81%) Oracle BI EE
7 24 (16.44%) Relational Database
8 23 (15.75%) QlikView
9 20 (13.70%) Star Schema
10 18 (12.33%) BusinessObjects
10 18 (12.33%) OLAP
10 18 (12.33%) Oracle Database
10 18 (12.33%) Oracle Reports
11 16 (10.96%) SQL Server 2012
12 13 (8.90%) Big Data
12 13 (8.90%) DB2
13 12 (8.22%) Power BI
14 11 (7.53%) NoSQL
14 11 (7.53%) OLAP Cube
14 11 (7.53%) Oracle Database 12c
Development Applications
1 9 (6.16%) Team Foundation Server
2 7 (4.79%) Oracle APEX
3 6 (4.11%) Talend Open Studio
4 5 (3.42%) Visual Studio
5 3 (2.05%) Git (software)
5 3 (2.05%) Jenkins
5 3 (2.05%) Subversion
6 2 (1.37%) Toad
7 1 (0.68%) ERwin
7 1 (0.68%) JIRA
7 1 (0.68%) SQL Server Management Studio (SSMS)
7 1 (0.68%) VSS/SourceSafe
General
1 55 (37.67%) Finance
2 18 (12.33%) Banking
3 11 (7.53%) Retail
4 9 (6.16%) Front Office
5 5 (3.42%) Investment Banking
6 4 (2.74%) Legal
6 4 (2.74%) Telecoms
7 3 (2.05%) Publishing
8 2 (1.37%) Electronics
8 2 (1.37%) Marketing
9 1 (0.68%) Billing
9 1 (0.68%) Local Government
9 1 (0.68%) Manufacturing
Job Titles
1 75 (51.37%) Developer
2 33 (22.60%) Analyst
3 28 (19.18%) Data Warehouse Developer
4 24 (16.44%) SQL Developer
5 20 (13.70%) Architect
5 20 (13.70%) Business Intelligence Developer
6 16 (10.96%) ETL Developer
7 15 (10.27%) Data Analyst
8 14 (9.59%) Data Architect
9 13 (8.90%) Consultant
10 12 (8.22%) Business Intelligence Analyst
11 11 (7.53%) SQL Analyst
12 10 (6.85%) Business Developer
13 8 (5.48%) Oracle Analyst
13 8 (5.48%) SSIS Developer
14 7 (4.79%) Business Analyst
14 7 (4.79%) OBIEE Developer
14 7 (4.79%) Oracle Developer
15 6 (4.11%) Analyst Developer
15 6 (4.11%) SAP BusinessObjects (BO) Developer
Libraries, Frameworks & Software Standards
1 6 (4.11%) .NET
2 5 (3.42%) MDX
3 3 (2.05%) REST
4 2 (1.37%) D3.js
4 2 (1.37%) Kafka
4 2 (1.37%) XML
5 1 (0.68%) ASP.NET
5 1 (0.68%) JSON
5 1 (0.68%) Oracle GoldenGate
Miscellaneous
1 17 (11.64%) Analytical Skills
2 15 (10.27%) Data Structures
2 15 (10.27%) Management Information System
3 3 (2.05%) Computer Science
3 3 (2.05%) Data Protection Act
4 2 (1.37%) Greenfield Project
4 2 (1.37%) NHS
4 2 (1.37%) Replication
5 1 (0.68%) Data Centre
5 1 (0.68%) Freedom of Information
5 1 (0.68%) Freedom of Information Act
5 1 (0.68%) iSeries
5 1 (0.68%) Reference Data
5 1 (0.68%) Virtual Team
Operating Systems
1 7 (4.79%) Linux
2 6 (4.11%) Unix
3 1 (0.68%) Windows
Processes & Methodologies
1 97 (66.44%) Business Intelligence
2 81 (55.48%) ETL
3 79 (54.11%) Data Modelling
4 46 (31.51%) Kimball Methodology
5 37 (25.34%) Agile Software Development
6 31 (21.23%) Performance Tuning
7 24 (16.44%) Analytics
7 24 (16.44%) Data Management
8 23 (15.75%) SDLC
9 15 (10.27%) Data Analysis
10 14 (9.59%) CRM
10 14 (9.59%) Data Integration
11 11 (7.53%) Data Governance
11 11 (7.53%) Data Transformation
11 11 (7.53%) Visualisation
12 10 (6.85%) Data Architecture
12 10 (6.85%) Stakeholder Management
13 9 (6.16%) Predictive Modelling
13 9 (6.16%) Unit Testing
13 9 (6.16%) Validation
Programming Languages
1 102 (69.86%) SQL
2 26 (17.81%) PL/SQL
2 26 (17.81%) T-SQL
3 10 (6.85%) C++
3 10 (6.85%) R
4 9 (6.16%) Python
5 6 (4.11%) C#
6 5 (3.42%) Java
7 3 (2.05%) VB.NET
7 3 (2.05%) VBA
8 2 (1.37%) Shell Script
8 2 (1.37%) Tcl
9 1 (0.68%) Perl
Qualifications
1 27 (18.49%) Degree
2 8 (5.48%) SC Cleared
2 8 (5.48%) Security Cleared
3 5 (3.42%) HNC
3 5 (3.42%) HND
4 2 (1.37%) ISEB
4 2 (1.37%) ISTQB
4 2 (1.37%) MCDBA
4 2 (1.37%) MCITP
4 2 (1.37%) MCPD
4 2 (1.37%) MCSA
4 2 (1.37%) MCSD
4 2 (1.37%) MCSE
4 2 (1.37%) Microsoft Certification
5 1 (0.68%) Postgraduate
Quality Assurance & Compliance
1 23 (15.75%) Data Quality
2 7 (4.79%) QA
3 4 (2.74%) Solvency II
4 2 (1.37%) ISO 9000
5 1 (0.68%) Basel II
5 1 (0.68%) GDPR
5 1 (0.68%) ISO/IEC 27001
5 1 (0.68%) PCI DSS
5 1 (0.68%) Sarbanes-Oxley
Vendors
1 73 (50.00%) Oracle
2 30 (20.55%) Microsoft
3 24 (16.44%) Teradata
4 16 (10.96%) Sybase
5 14 (9.59%) Tableau
6 12 (8.22%) Netezza
7 11 (7.53%) Informatica
8 8 (5.48%) Cognos
9 6 (4.11%) Talend
10 5 (3.42%) SAP
10 5 (3.42%) Siebel
11 3 (2.05%) Ab Initio
11 3 (2.05%) IBM
11 3 (2.05%) Lavastorm
11 3 (2.05%) Vertica
12 2 (1.37%) Embarcadero
13 1 (0.68%) JD Edwards
13 1 (0.68%) MicroStrategy
13 1 (0.68%) Nortel
13 1 (0.68%) Salesforce.com
Bristol or Winchester
IBS Consulting
Rate: Negotiable
Posted: 24 days ago