The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Surrey region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 150 133 136
Rank change year-on-year
-17 +3
Permanent jobs citing Data Modelling 40 74 93
As % of all permanent IT jobs located in Surrey 1.30% 1.80% 1.97%
As % of the Processes & Methodologies category 1.54% 2.08% 2.31%
Number of salaries quoted 32 62 64
Median salary £55,000 £50,000 £52,500
Median salary % change year-on-year
+10.00% -4.76%
90% offered a salary of more than £45,250 £38,500 £35,000
10% offered a salary of more than £74,750 £62,500 £70,000
UK excluding London median salary £47,500 £48,272 £45,000
% change year-on-year
-1.59% +7.27%
Data Modelling
South East

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Surrey region.

Processes & Methodologies Category
Surrey
Permanent IT job ads with a match in the
Processes & Methodologies category
2605 3551 4028
As % of all permanent IT jobs located in Surrey 84.96% 86.27% 85.21%
Number of salaries quoted 2217 3084 3389
Median salary £50,000 £47,500 £47,500
Median salary % change year-on-year
+5.26% -
90% offered a salary of more than £31,800 £30,791 £30,000
10% offered a salary of more than £70,000 £65,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in Surrey

The demand trend of job ads across the Surrey region citing Data Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Surrey

Data Modelling
Salary Trend in Surrey

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling across the Surrey region.

Data Modelling Salary Trend in Surrey

Data Modelling
Salary Histogram in Surrey

This chart provides a salary histogram for IT jobs citing Data Modelling across the Surrey region over the 3 months to 4 December 2016.

Data Modelling Salary Histogram in Surrey

Data Modelling
Job Locations in Surrey

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Surrey region over the 3 months to 4 December 2016. 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Staines 0 9 £55,000 +42.85%
Guildford +18 6 £62,500 +25.00%
Woking +16 6 £50,000 - 1
Redhill - 3 £50,000 - 1
Reigate +2 1 £60,000 +20.00%
Data Modelling
South East

Data Modelling
Top 30 Related IT Skills in Surrey

For the 6 months to 4 December 2016, IT 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 job ads across the Surrey region with a requirement for Data Modelling.

1 51 (49.51%) SQL
2 40 (38.83%) Oracle
3 39 (37.86%) Finance
4 37 (35.92%) ETL
5 33 (32.04%) OO
5 33 (32.04%) Data Warehouse
6 32 (31.07%) Business Intelligence
7 31 (30.10%) SQL Server
8 26 (25.24%) Agile Software Development
9 22 (21.36%) BusinessObjects
10 21 (20.39%) Degree
10 21 (20.39%) BusinessObjects Web Intelligence
10 21 (20.39%) Qlik Sense
11 20 (19.42%) OOP
11 20 (19.42%) PL/SQL
12 19 (18.45%) BusinessObjects XI
12 19 (18.45%) SQL Server Integration Services
13 17 (16.50%) SAP
13 17 (16.50%) CRM
14 16 (15.53%) Oracle Reports
14 16 (15.53%) ABAP
14 16 (15.53%) HTML
14 16 (15.53%) Automotive
14 16 (15.53%) Migration
14 16 (15.53%) SAP CRM
14 16 (15.53%) Middleware
14 16 (15.53%) SAP Oil and Gas
14 16 (15.53%) Analytics
15 15 (14.56%) Analytical Skills
15 15 (14.56%) Telecoms

Data Modelling
Top Related 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 10 (9.71%) SAS
2 8 (7.77%) NetWeaver
2 8 (7.77%) Oracle SOA Suite
3 5 (4.85%) SharePoint
4 4 (3.88%) Apache Spark
Applications
1 11 (10.68%) MS Excel
2 1 (0.97%) MS Office
2 1 (0.97%) SPSS
Business Applications
1 16 (15.53%) SAP CRM
1 16 (15.53%) SAP Oil and Gas
2 8 (7.77%) SAP IS-U
3 2 (1.94%) SAP FI
3 2 (1.94%) SAP FI-CA
Cloud Services
1 11 (10.68%) SaaS
2 7 (6.80%) IaaS
2 7 (6.80%) PaaS
3 2 (1.94%) Google Analytics
4 1 (0.97%) Microsoft Azure
Communications & Networking
1 7 (6.80%) Internet
2 1 (0.97%) HTTP
2 1 (0.97%) SMTP
2 1 (0.97%) SSL
Database & Business Intelligence
1 33 (32.04%) Data Warehouse
2 31 (30.10%) SQL Server
3 22 (21.36%) BusinessObjects
4 21 (20.39%) BusinessObjects Web Intelligence
4 21 (20.39%) Qlik Sense
5 19 (18.45%) BusinessObjects XI
5 19 (18.45%) SQL Server Integration Services
6 16 (15.53%) Oracle Reports
7 14 (13.59%) Big Data
7 14 (13.59%) SQL Server 2008
7 14 (13.59%) SQL Server Analysis Services
8 12 (11.65%) SQL Server Reporting Services
9 11 (10.68%) SQL Server 2014
10 10 (9.71%) QlikView
10 10 (9.71%) SQL Server 2005
10 10 (9.71%) SQL Server 2012
11 9 (8.74%) Hadoop
12 8 (7.77%) SAP HANA
13 7 (6.80%) OLAP
13 7 (6.80%) Oracle BI EE
Development Applications
1 4 (3.88%) Visual Studio
2 3 (2.91%) Eclipse
3 2 (1.94%) Clang
3 2 (1.94%) GCC
3 2 (1.94%) NUnit
3 2 (1.94%) Oracle Forms
3 2 (1.94%) Subversion
3 2 (1.94%) TortoiseSVN
4 1 (0.97%) Rational Rhapsody
General
1 39 (37.86%) Finance
2 16 (15.53%) Automotive
3 15 (14.56%) Telecoms
4 12 (11.65%) Aerospace
5 6 (5.83%) Billing
6 5 (4.85%) Multimedia
7 3 (2.91%) Manufacturing
8 1 (0.97%) Advertising
8 1 (0.97%) Banking
Job Titles
1 69 (66.99%) Developer
2 27 (26.21%) Business Developer
3 23 (22.33%) Senior Developer
4 21 (20.39%) SAP BusinessObjects (BO) Developer
5 15 (14.56%) PL/SQL Developer
5 15 (14.56%) SQL Developer
6 14 (13.59%) Software Developer
7 12 (11.65%) Business Intelligence Developer
7 12 (11.65%) C++ Developer
7 12 (11.65%) C++ Software Developer
8 11 (10.68%) Senior Software Developer
9 10 (9.71%) Architect
9 10 (9.71%) SAP Developer
9 10 (9.71%) Senior C++ Developer
10 8 (7.77%) Analyst
10 8 (7.77%) Data Architect
11 7 (6.80%) Data Analyst
11 7 (6.80%) Senior Business Intelligence Developer
12 6 (5.83%) CRM Developer
12 6 (5.83%) SAP CRM Developer
Libraries, Frameworks & Software Standards
1 16 (15.53%) HTML
1 16 (15.53%) Middleware
2 15 (14.56%) XML
3 12 (11.65%) HTML5
3 12 (11.65%) REST
3 12 (11.65%) XML Schema
4 8 (7.77%) CSS
4 8 (7.77%) SAP PI
4 8 (7.77%) SAPUI5
5 7 (6.80%) SOAP
6 6 (5.83%) Node.js
6 6 (5.83%) SAP BSP
6 6 (5.83%) SAP Fiori
6 6 (5.83%) Spring
6 6 (5.83%) Web Services
7 5 (4.85%) Ajax
7 5 (4.85%) CodeIgniter
7 5 (4.85%) jQuery
8 4 (3.88%) AngularJS
8 4 (3.88%) Samza
Miscellaneous
1 15 (14.56%) Analytical Skills
2 12 (11.65%) Computer Science
3 10 (9.71%) Statistics
4 9 (8.74%) Mathematics
5 6 (5.83%) Visualisation
6 5 (4.85%) Data Integration
6 5 (4.85%) Data Protection Act
7 4 (3.88%) Cloud Native
7 4 (3.88%) Enterprise Software
7 4 (3.88%) Physics
8 3 (2.91%) Management Information System
8 3 (2.91%) User Experience
9 2 (1.94%) N-Tier
9 2 (1.94%) W3C
10 1 (0.97%) Economics
Operating Systems
1 6 (5.83%) Windows
2 5 (4.85%) Linux
3 1 (0.97%) Windows 7
3 1 (0.97%) Windows 8
3 1 (0.97%) Windows Server
Processes & Methodologies
1 37 (35.92%) ETL
2 33 (32.04%) OO
3 32 (31.07%) Business Intelligence
4 26 (25.24%) Agile Software Development
5 20 (19.42%) OOP
6 17 (16.50%) CRM
7 16 (15.53%) Analytics
7 16 (15.53%) Migration
8 14 (13.59%) Dashboard Development
8 14 (13.59%) Scrum
9 13 (12.62%) Data Management
10 12 (11.65%) DevOps
10 12 (11.65%) UML
10 12 (11.65%) Use Case
11 11 (10.68%) SDLC
12 10 (9.71%) Data Analysis
13 9 (8.74%) SOA
14 8 (7.77%) Contract Management
14 8 (7.77%) Data Architecture
14 8 (7.77%) Technical Architecture
Programming Languages
1 51 (49.51%) SQL
2 20 (19.42%) PL/SQL
3 16 (15.53%) ABAP
4 14 (13.59%) T-SQL
5 12 (11.65%) C
5 12 (11.65%) C++
6 8 (7.77%) JavaScript
7 7 (6.80%) Java
8 5 (4.85%) Data Analysis Expressions (DAX)
8 5 (4.85%) PHP
9 4 (3.88%) Python
9 4 (3.88%) R
9 4 (3.88%) Scala
10 3 (2.91%) C#
11 2 (1.94%) Perl
11 2 (1.94%) VBA
12 1 (0.97%) TypeScript
12 1 (0.97%) VB.NET
Qualifications
1 21 (20.39%) Degree
2 6 (5.83%) Microsoft Certification
3 5 (4.85%) MCSA
4 1 (0.97%) MCITP
Quality Assurance & Compliance
1 5 (4.85%) PCI DSS
1 5 (4.85%) QA
1 5 (4.85%) SLA
2 2 (1.94%) Data Quality
3 1 (0.97%) COBIT
Vendors
1 40 (38.83%) Oracle
2 17 (16.50%) SAP
3 14 (13.59%) Microsoft
4 13 (12.62%) Tableau
5 6 (5.83%) IBM
6 5 (4.85%) Cognos
7 3 (2.91%) Hyperion
7 3 (2.91%) Informatica
8 2 (1.94%) Google
9 1 (0.97%) Salesforce.com
Redhill, Surrey
Zorba Consulting Limited
Salary: £50k - 55k per year + bonus + benefits
Posted: 6 days ago
Woking, Surrey
Coal IT Services
Salary: From £60,000 to £65,000 per annum Plus Bens
Posted: 5 days ago