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 26 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Aug 2016
Same period 2015 Same period 2014
Data Modelling
Rank 126 172 143
Rank change year-on-year
+46 -29
Permanent jobs citing Data Modelling 68 48 86
As % of all permanent IT jobs located in Surrey 1.97% 1.08% 1.72%
As % of the Processes & Methodologies category 2.35% 1.26% 2.02%
Number of salaries quoted 65 42 56
Median salary £47,500 £50,000 £58,750
Median salary % change year-on-year
-5.00% -14.89%
90% offered a salary of more than £45,000 £40,250 £40,250
10% offered a salary of more than £78,000 £62,000 £65,000
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
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
2891 3819 4266
As % of all permanent IT jobs located in Surrey 83.80% 86.01% 85.13%
Number of salaries quoted 2414 3313 3467
Median salary £50,000 £47,500 £45,000
Median salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £70,000 £65,000 £67,500
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 26 August 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 26 August 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
Guildford +20 9 £70,000 +40.00%
Walton-on-Thames +8 8 £47,500 +11.76%
Staines +20 7 £90,000 +63.63%
Woking +5 6 £55,000 +175.00%
Weybridge - 5 £58,000 -
Epsom +1 4 £75,000 +30.43%
Horley - 2 £80,000 -
Leatherhead +13 1 - -
Reigate +9 1 £62,000 +24.00%
Data Modelling
South East

Data Modelling
Top 30 Related IT Skills in Surrey

For the 6 months to 26 August 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 79 (51.63%) Finance
2 65 (42.48%) OO
3 62 (40.52%) Oracle
4 57 (37.25%) SQL
5 50 (32.68%) Automotive
6 49 (32.03%) C++
6 49 (32.03%) Business Intelligence
7 48 (31.37%) XML
8 47 (30.72%) Degree
9 46 (30.07%) C
9 46 (30.07%) Telecoms
10 44 (28.76%) XML Schema
10 44 (28.76%) UML
10 44 (28.76%) Use Case
11 43 (28.10%) Aerospace
12 40 (26.14%) ETL
13 39 (25.49%) SQL Server
14 38 (24.84%) OOP
15 36 (23.53%) Data Warehouse
16 34 (22.22%) Agile Software Development
16 34 (22.22%) Analytics
16 34 (22.22%) SDLC
17 32 (20.92%) Software Engineering
17 32 (20.92%) Qlik Sense
18 29 (18.95%) Tableau
18 29 (18.95%) Java
19 27 (17.65%) Windows
19 27 (17.65%) BusinessObjects
20 26 (16.99%) PL/SQL
20 26 (16.99%) BusinessObjects Web Intelligence

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 14 (9.15%) SAS
2 9 (5.88%) Apache Spark
3 7 (4.58%) Apache Pig
4 4 (2.61%) NetWeaver
Applications
1 18 (11.76%) MS Excel
2 9 (5.88%) MS Visio
3 6 (3.92%) MS Office
4 5 (3.27%) MS PowerPoint
4 5 (3.27%) Spreadsheet
5 4 (2.61%) SPSS
Business Applications
1 9 (5.88%) SAP CRM
1 9 (5.88%) SAP Oil and Gas
2 5 (3.27%) SAP IS-U
3 1 (0.65%) Cognos Business Intelligence
3 1 (0.65%) Dynamics CRM
3 1 (0.65%) Oracle Financials
Cloud Services
1 5 (3.27%) SaaS
2 2 (1.31%) Google Analytics
2 2 (1.31%) IaaS
2 2 (1.31%) PaaS
3 1 (0.65%) IBM Cloud
3 1 (0.65%) Microsoft Azure
Communications & Networking
1 6 (3.92%) Internet
2 1 (0.65%) HTTP
2 1 (0.65%) SMTP
2 1 (0.65%) SSL
Database & Business Intelligence
1 39 (25.49%) SQL Server
2 36 (23.53%) Data Warehouse
3 32 (20.92%) Qlik Sense
4 27 (17.65%) BusinessObjects
5 26 (16.99%) Big Data
5 26 (16.99%) BusinessObjects Web Intelligence
6 24 (15.69%) BusinessObjects XI
6 24 (15.69%) QlikView
7 17 (11.11%) Oracle Reports
8 14 (9.15%) Hadoop
9 11 (7.19%) Oracle Database
9 11 (7.19%) SQL Server Integration Services
10 9 (5.88%) Data Lake
10 9 (5.88%) MySQL
11 8 (5.23%) SQL Server 2008
11 8 (5.23%) SQL Server Analysis Services
12 7 (4.58%) Adabas
12 7 (4.58%) OLAP
12 7 (4.58%) Oracle OLAP
12 7 (4.58%) Relational Database
Development Applications
1 14 (9.15%) Visual Studio
2 11 (7.19%) Clang
2 11 (7.19%) GCC
3 9 (5.88%) Eclipse
4 3 (1.96%) NUnit
4 3 (1.96%) Subversion
4 3 (1.96%) TortoiseSVN
5 1 (0.65%) Rational Rhapsody
5 1 (0.65%) Selenium
5 1 (0.65%) Toad
General
1 79 (51.63%) Finance
2 50 (32.68%) Automotive
3 46 (30.07%) Telecoms
4 43 (28.10%) Aerospace
5 5 (3.27%) Banking
5 5 (3.27%) Billing
5 5 (3.27%) Investment Banking
5 5 (3.27%) Pharmaceutical
6 3 (1.96%) Manufacturing
6 3 (1.96%) Marketing
7 1 (0.65%) Retail
Job Titles
1 99 (64.71%) Developer
2 35 (22.88%) Software Developer
3 33 (21.57%) C++ Developer
3 33 (21.57%) C++ Software Developer
4 32 (20.92%) Business Developer
5 29 (18.95%) Senior Developer
6 27 (17.65%) Business Objects Developer
7 25 (16.34%) Analyst
8 21 (13.73%) Senior Software Developer
9 20 (13.07%) Linux Developer
9 20 (13.07%) Senior C++ Developer
10 18 (11.76%) Architect
10 18 (11.76%) Business Analyst
10 18 (11.76%) PL/SQL Developer
11 15 (9.80%) SQL Developer
12 11 (7.19%) Java Developer
13 10 (6.54%) Data Architect
13 10 (6.54%) Full Stack Developer
14 9 (5.88%) C++/Java Developer
14 9 (5.88%) Java Software Developer
Libraries, Frameworks & Software Standards
1 48 (31.37%) XML
2 44 (28.76%) XML Schema
3 20 (13.07%) HTML
4 16 (10.46%) CSS
5 15 (9.80%) HTML5
6 12 (7.84%) Node.js
7 11 (7.19%) Ajax
7 11 (7.19%) Boost C++ Libraries
7 11 (7.19%) jQuery
7 11 (7.19%) STL
8 10 (6.54%) .NET
8 10 (6.54%) AngularJS
8 10 (6.54%) CodeIgniter
9 9 (5.88%) Middleware
9 9 (5.88%) XHTML
10 8 (5.23%) REST
10 8 (5.23%) SOAP
11 7 (4.58%) Web Services
12 6 (3.92%) RESTful
12 6 (3.92%) Software Packaging
Miscellaneous
1 19 (12.42%) Visualisation
2 16 (10.46%) Analytical Skills
2 16 (10.46%) Computer Science
3 14 (9.15%) Mathematics
4 11 (7.19%) Statistics
5 9 (5.88%) Data Integration
5 9 (5.88%) User Experience
6 8 (5.23%) Management Information System
7 6 (3.92%) Client/Server
7 6 (3.92%) Economics
7 6 (3.92%) Enterprise Software
8 5 (3.27%) Life Science
9 4 (2.61%) Cloud Native
9 4 (2.61%) Physics
10 3 (1.96%) W3C
11 1 (0.65%) N-Tier
Operating Systems
1 27 (17.65%) Windows
2 25 (16.34%) Linux
3 1 (0.65%) Windows 7
3 1 (0.65%) Windows 8
3 1 (0.65%) Windows Server
Processes & Methodologies
1 65 (42.48%) OO
2 49 (32.03%) Business Intelligence
3 44 (28.76%) UML
3 44 (28.76%) Use Case
4 40 (26.14%) ETL
5 38 (24.84%) OOP
6 34 (22.22%) Agile Software Development
6 34 (22.22%) Analytics
6 34 (22.22%) SDLC
7 32 (20.92%) Software Engineering
8 25 (16.34%) Static Code Analysis
9 21 (13.73%) DevOps
10 20 (13.07%) Data Analysis
11 19 (12.42%) Business Analysis
12 18 (11.76%) SOA
13 17 (11.11%) Functional Testing
14 16 (10.46%) Migration
15 15 (9.80%) CRM
15 15 (9.80%) Mentoring
16 14 (9.15%) Dashboard Development
Programming Languages
1 57 (37.25%) SQL
2 49 (32.03%) C++
3 46 (30.07%) C
4 29 (18.95%) Java
5 26 (16.99%) PL/SQL
6 16 (10.46%) JavaScript
7 15 (9.80%) Python
8 13 (8.50%) R
8 13 (8.50%) T-SQL
9 12 (7.84%) C#
10 11 (7.19%) Perl
10 11 (7.19%) PHP
11 9 (5.88%) ABAP
12 5 (3.27%) Ruby
13 4 (2.61%) Scala
14 2 (1.31%) TypeScript
14 2 (1.31%) VB.NET
14 2 (1.31%) VBA
Qualifications
1 47 (30.72%) Degree
2 11 (7.19%) ISEB
3 5 (3.27%) ISTQB
4 1 (0.65%) ACCA
4 1 (0.65%) CIMA
Quality Assurance & Compliance
1 5 (3.27%) GAAP
2 4 (2.61%) ISO 9000
3 2 (1.31%) QA
4 1 (0.65%) Data Quality
Vendors
1 62 (40.52%) Oracle
2 29 (18.95%) Tableau
3 21 (13.73%) Microsoft
4 10 (6.54%) Hyperion
4 10 (6.54%) SAP
5 7 (4.58%) IBM
6 6 (3.92%) Cognos
7 5 (3.27%) BT
8 2 (1.31%) Cognizant
8 2 (1.31%) Google
9 1 (0.65%) Informatica
9 1 (0.65%) JD Edwards
9 1 (0.65%) PeopleSoft
9 1 (0.65%) Salesforce.com
9 1 (0.65%) Teradata
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Salary: £70000 - £75000 per annum + + Package
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