Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in Surrey with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 6 months to 24 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.

Data Modelling
South East > Surrey
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 85 101 96
Rank change year-on-year +16 -5 -12
Contract jobs citing Data Modelling 52 31 50
As % of all contract IT jobs advertised in Surrey 1.86% 1.35% 1.81%
As % of the Processes & Methodologies category 2.24% 1.62% 2.24%
Number of daily rates quoted 43 24 39
Surrey median daily rate £425 £438 £420
Median daily rate % change year-on-year -2.86% +4.17% -2.61%
10th Percentile £308 £364 £325
90th Percentile £519 £551 £555
South East median daily rate £438 £438 £449
% change year-on-year - -2.51% +5.59%
Number of hourly rates quoted 2 0 0
Surrey median hourly rate £45.00 - -
South East median hourly rate £47.50 £45.00 -
% change year-on-year +5.56% - -

Data 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 Surrey with a requirement for process or methodology skills.

All Process and Methodology Skills
Surrey
Contract vacancies with a requirement for process or methodology skills 2324 1917 2234
As % of all contract IT jobs advertised in Surrey 83.18% 83.42% 80.82%
Number of daily rates quoted 1667 1269 1373
Surrey median daily rate £450 £425 £403
Median daily rate % change year-on-year +5.88% +5.59% +7.33%
10th Percentile £300 £260 £285
90th Percentile £588 £575 £538
South East median daily rate £425 £400 £395
% change year-on-year +6.25% +1.27% +5.33%
Number of hourly rates quoted 64 84 51
Surrey median hourly rate £30.00 £27.50 £32.50
Median hourly rate % change year-on-year +9.09% -15.38% +5.69%
10th Percentile £14.00 £11.76 £12.70
90th Percentile £48.75 £45.00 £52.17
South East median hourly rate £23.00 £26.00 £26.60
% change year-on-year -11.54% -2.26% +52.00%

Data Modelling
Job Vacancy Trend in Surrey

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Surrey.

Job vacancy trend for Data Modelling in Surrey

Data Modelling
Contractor Daily Rate Trend in Surrey

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

Contractor daily rate trend for Data Modelling in Surrey

Data Modelling
Contractor Daily Rate Histogram in Surrey

The daily rate distribution of IT jobs citing Data Modelling in Surrey over the 6 months to 24 November 2017.

Contractor daily rate histogram for Data Modelling in Surrey

Data Modelling
Contractor Hourly Rate Trend in Surrey

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

Contractor hourly rate trend for Data Modelling in Surrey

Data Modelling
Contract Job Locations in Surrey

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the Surrey region over the 6 months to 24 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
Sunbury-on-Thames -1 22 £374 -
Leatherhead -3 5 £450 +5.88%
Staines +9 3 - - 1
Reigate -35 1 - - 3
Redhill - 1 - -
Chertsey - 1 £285 -
Epsom - 1 - -
Data Modelling
South East

For the 6 months to 24 November 2017, IT contractor jobs citing Data 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 Surrey region with a requirement for Data Modelling.

1 29 (55.77%) SAP
2 19 (36.54%) Finance
3 17 (32.69%) SAP BW
4 15 (28.85%) Stakeholder Management
4 15 (28.85%) Analytical Skills
5 14 (26.92%) Agile Software Development
6 13 (25.00%) Project Management
6 13 (25.00%) SQL
7 12 (23.08%) Innovative Thinking
8 11 (21.15%) Qlik Sense
8 11 (21.15%) Data Architecture
8 11 (21.15%) SharePoint
9 10 (19.23%) Visualisation
10 9 (17.31%) Microsoft Azure
10 9 (17.31%) Tableau
10 9 (17.31%) Data Quality
10 9 (17.31%) C#
10 9 (17.31%) Git (software)
11 8 (15.38%) Subversion
11 8 (15.38%) Java
11 8 (15.38%) SOAP
11 8 (15.38%) Web Services
11 8 (15.38%) OO
11 8 (15.38%) Microsoft
12 7 (13.46%) OOP
12 7 (13.46%) Business Intelligence
12 7 (13.46%) ERP
12 7 (13.46%) AMQP
12 7 (13.46%) Data Governance
12 7 (13.46%) Root Cause Analysis

Data Modelling
Co-occurring IT Skills in Surrey 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 11 (21.15%) SharePoint
2 2 (3.85%) Apache Pig
2 2 (3.85%) Apache Spark
3 1 (1.92%) NetWeaver
3 1 (1.92%) Oracle SOA Suite
3 1 (1.92%) SAS
Applications
1 4 (7.69%) Microsoft Excel
2 1 (1.92%) GNU Octave
2 1 (1.92%) Microsoft PowerPoint
2 1 (1.92%) Stata
Business Applications
1 3 (5.77%) SAP Oil and Gas
2 2 (3.85%) SAP S/4HANA
3 1 (1.92%) SAP HR
3 1 (1.92%) SAP Hybris
3 1 (1.92%) SAP Retail
3 1 (1.92%) SAP SM
3 1 (1.92%) Unit4 Business World
3 1 (1.92%) Workday HCM
Cloud Services
1 9 (17.31%) Microsoft Azure
2 1 (1.92%) SaaS
Communications & Networking
1 7 (13.46%) AMQP
Database & Business Intelligence
1 17 (32.69%) SAP BW
2 11 (21.15%) Qlik Sense
3 7 (13.46%) Big Data
4 5 (9.62%) Data Warehouse
5 4 (7.69%) Power BI
5 4 (7.69%) SQL Server
6 3 (5.77%) Apache Hive
6 3 (5.77%) Data Mining
6 3 (5.77%) Hadoop
6 3 (5.77%) SQL Server 2012
7 2 (3.85%) BusinessObjects
7 2 (3.85%) Impala
7 2 (3.85%) Lumira
7 2 (3.85%) OLAP
7 2 (3.85%) OLTP
7 2 (3.85%) Relational Database
7 2 (3.85%) SAP HANA
7 2 (3.85%) SQL Server Analysis Services
7 2 (3.85%) SQL Server Integration Services
7 2 (3.85%) SQL Server Reporting Services
Development Applications
1 9 (17.31%) Git (software)
2 8 (15.38%) Subversion
3 3 (5.77%) Visual Studio
4 2 (3.85%) Team Foundation Server
5 1 (1.92%) NUnit
5 1 (1.92%) TortoiseSVN
General
1 19 (36.54%) Finance
2 2 (3.85%) Electronics
3 1 (1.92%) Marketing
3 1 (1.92%) Retail
Job Titles
1 19 (36.54%) Analyst
1 19 (36.54%) Developer
2 12 (23.08%) Data Analyst
3 6 (11.54%) Architect
3 6 (11.54%) Integration Developer
3 6 (11.54%) Java Developer
4 5 (9.62%) Business Analyst
4 5 (9.62%) Pensions Analyst
5 3 (5.77%) Business Intelligence Architect
5 3 (5.77%) Business Intelligence Consultant
5 3 (5.77%) Consultant
5 3 (5.77%) Data Architect
5 3 (5.77%) ERP Developer
5 3 (5.77%) SQL Developer
6 2 (3.85%) Data Business Analyst
6 2 (3.85%) Data Scientist
6 2 (3.85%) GDPR Business Analyst
6 2 (3.85%) IT Manager
6 2 (3.85%) SAP Manager
6 2 (3.85%) SQL BI Architect
Libraries, Frameworks & Software Standards
1 8 (15.38%) SOAP
1 8 (15.38%) Web Services
2 7 (13.46%) Apache Camel
2 7 (13.46%) RabbitMQ
2 7 (13.46%) RESTful
3 2 (3.85%) .NET
3 2 (3.85%) ASP.NET
3 2 (3.85%) CSS
3 2 (3.85%) HTML
3 2 (3.85%) MDX
4 1 (1.92%) .NET Framework
4 1 (1.92%) ADO.NET
4 1 (1.92%) AngularJS
4 1 (1.92%) ASP.NET MVC
4 1 (1.92%) ASP.NET Web Forms
4 1 (1.92%) NumPy
4 1 (1.92%) Pandas
4 1 (1.92%) WCF
4 1 (1.92%) WF
4 1 (1.92%) XML
Miscellaneous
1 15 (28.85%) Analytical Skills
2 4 (7.69%) Management Information System
3 1 (1.92%) Computer Science
3 1 (1.92%) Enterprise Software
3 1 (1.92%) Replication
3 1 (1.92%) User Experience
3 1 (1.92%) W3C
Processes & Methodologies
1 15 (28.85%) Stakeholder Management
2 14 (26.92%) Agile Software Development
3 13 (25.00%) Project Management
4 12 (23.08%) Innovative Thinking
5 11 (21.15%) Data Architecture
6 10 (19.23%) Visualisation
7 8 (15.38%) OO
8 7 (13.46%) Business Intelligence
8 7 (13.46%) Data Governance
8 7 (13.46%) Data Visualisation
8 7 (13.46%) ERP
8 7 (13.46%) OOP
8 7 (13.46%) Root Cause Analysis
9 6 (11.54%) Task Automation
10 5 (9.62%) Analytics
10 5 (9.62%) Data Management
11 4 (7.69%) Continuous Improvement
11 4 (7.69%) Data Analysis
11 4 (7.69%) ITIL
11 4 (7.69%) Service Management
Programming Languages
1 13 (25.00%) SQL
2 9 (17.31%) C#
3 8 (15.38%) Java
4 2 (3.85%) Python
4 2 (3.85%) R
5 1 (1.92%) ABAP
5 1 (1.92%) C++
5 1 (1.92%) JavaScript
5 1 (1.92%) PL/SQL
5 1 (1.92%) T-SQL
5 1 (1.92%) VBA
Qualifications
1 6 (11.54%) Degree
2 1 (1.92%) ISEB
2 1 (1.92%) PhD
Quality Assurance & Compliance
1 9 (17.31%) Data Quality
2 4 (7.69%) Sarbanes-Oxley
3 3 (5.77%) ISO/IEC 27001
4 2 (3.85%) GDPR
4 2 (3.85%) SLA
Systems Management
1 1 (1.92%) Oozie
Vendors
1 29 (55.77%) SAP
2 9 (17.31%) Tableau
3 8 (15.38%) Microsoft
4 4 (7.69%) IBM
5 3 (5.77%) Workday
6 2 (3.85%) HP
6 2 (3.85%) Oracle
7 1 (1.92%) Cloudera
7 1 (1.92%) Cognos
7 1 (1.92%) hybris
7 1 (1.92%) Informatica
7 1 (1.92%) PeopleSoft
7 1 (1.92%) Platfora
7 1 (1.92%) TIBCO