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 24 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 102 165 169
Rank change year-on-year
+63 +4
Permanent jobs citing Data Modelling 92 56 60
As % of all permanent IT jobs located in Surrey 2.56% 1.23% 1.19%
As % of the Processes & Methodologies category 3.07% 1.42% 1.41%
Number of salaries quoted 84 52 41
Median salary £47,500 £48,750 £60,000
Median salary % change year-on-year
-2.56% -18.75%
90% offered a salary of more than £45,000 £40,000 £43,500
10% offered a salary of more than £70,000 £59,750 £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
2999 3947 4263
As % of all permanent IT jobs located in Surrey 83.51% 86.59% 84.85%
Number of salaries quoted 2544 3376 3485
Median salary £50,000 £47,500 £46,000
Median salary % change year-on-year
+5.26% +3.26%
90% offered a salary of more than £32,500 £32,400 £32,500
10% offered a salary of more than £70,000 £65,000 £67,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 24 July 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 24 July 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
Walton-on-Thames 0 19 £47,500 +18.75%
Woking -4 11 £55,000 -21.42%
Guildford +12 9 £70,000 +27.27%
Staines +12 4 £90,000 +71.42% 1
Epsom -5 4 £75,000 +30.43%
Weybridge - 4 £58,000 - 1
Reigate - 2 £49,750 -
Chertsey - 1 £80,000 -
Data Modelling
South East

Data Modelling
Top 30 Related IT Skills in Surrey

For the 6 months to 24 July 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 86 (53.42%) Finance
2 65 (40.37%) Oracle
3 62 (38.51%) OO
4 61 (37.89%) XML
5 60 (37.27%) SQL
6 57 (35.40%) UML
7 56 (34.78%) Business Intelligence
8 54 (33.54%) Automotive
9 53 (32.92%) C++
10 50 (31.06%) C
10 50 (31.06%) SQL Server
10 50 (31.06%) Degree
11 49 (30.43%) Use Case
11 49 (30.43%) XML Schema
12 47 (29.19%) Aerospace
12 47 (29.19%) Telecoms
13 41 (25.47%) Microsoft
14 39 (24.22%) Agile Software Development
14 39 (24.22%) SDLC
15 36 (22.36%) Software Engineering
16 35 (21.74%) OOP
17 34 (21.12%) Analytics
18 33 (20.50%) Java
18 33 (20.50%) Data Warehouse
18 33 (20.50%) Business Analysis
19 30 (18.63%) ETL
20 29 (18.01%) MS Excel
20 29 (18.01%) BusinessObjects
21 28 (17.39%) PL/SQL
21 28 (17.39%) Windows

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 15 (9.32%) SAS
2 9 (5.59%) Apache Spark
3 7 (4.35%) Apache Pig
4 2 (1.24%) NetWeaver
5 1 (0.62%) Elasticsearch
Applications
1 29 (18.01%) MS Excel
2 20 (12.42%) MS Visio
3 19 (11.80%) MS Office
4 11 (6.83%) MS PowerPoint
5 10 (6.21%) Spreadsheet
6 3 (1.86%) SPSS
Business Applications
1 4 (2.48%) Dynamics CRM
1 4 (2.48%) SAP CRM
1 4 (2.48%) SAP Oil and Gas
2 2 (1.24%) SAP IS-U
3 1 (0.62%) Cognos Business Intelligence
3 1 (0.62%) Oracle Assets
3 1 (0.62%) Oracle EBS
3 1 (0.62%) Oracle FAH
3 1 (0.62%) Oracle Financials
3 1 (0.62%) Oracle General Ledger
3 1 (0.62%) Oracle Payables
3 1 (0.62%) Oracle Receivables
3 1 (0.62%) Oracle Subledger Accounting
Cloud Services
1 2 (1.24%) Google Analytics
2 1 (0.62%) Microsoft Azure
Communications & Networking
1 3 (1.86%) Internet
2 1 (0.62%) HTTP
2 1 (0.62%) SMTP
2 1 (0.62%) SSL
Database & Business Intelligence
1 50 (31.06%) SQL Server
2 33 (20.50%) Data Warehouse
3 29 (18.01%) BusinessObjects
4 26 (16.15%) Qlik Sense
5 25 (15.53%) Big Data
6 23 (14.29%) SQL Server Integration Services
7 22 (13.66%) QlikView
8 20 (12.42%) BusinessObjects Web Intelligence
8 20 (12.42%) SQL Server Reporting Services
9 19 (11.80%) SQL Server Analysis Services
10 18 (11.18%) BusinessObjects XI
10 18 (11.18%) Relational Database
11 14 (8.70%) OLAP
11 14 (8.70%) OLAP Cube
11 14 (8.70%) Oracle OLAP
11 14 (8.70%) SQL Server 2008
11 14 (8.70%) SQL Server 2012
12 13 (8.07%) Hadoop
12 13 (8.07%) Oracle Reports
12 13 (8.07%) SQL Server 2005
Development Applications
1 14 (8.70%) Visual Studio
2 11 (6.83%) Clang
2 11 (6.83%) GCC
3 9 (5.59%) Eclipse
4 3 (1.86%) NUnit
4 3 (1.86%) Subversion
4 3 (1.86%) TortoiseSVN
5 1 (0.62%) Rational Rhapsody
5 1 (0.62%) Selenium
5 1 (0.62%) Toad
General
1 86 (53.42%) Finance
2 54 (33.54%) Automotive
3 47 (29.19%) Aerospace
3 47 (29.19%) Telecoms
4 5 (3.11%) Banking
4 5 (3.11%) Investment Banking
4 5 (3.11%) Pharmaceutical
5 4 (2.48%) Retail
6 3 (1.86%) Marketing
7 2 (1.24%) Billing
Job Titles
1 96 (59.63%) Developer
2 39 (24.22%) Analyst
3 35 (21.74%) Senior Developer
3 35 (21.74%) Software Developer
4 33 (20.50%) C++ Developer
4 33 (20.50%) C++ Software Developer
5 24 (14.91%) Business Analyst
5 24 (14.91%) Business Developer
6 21 (13.04%) Business Objects Developer
6 21 (13.04%) Senior Software Developer
7 20 (12.42%) Linux Developer
7 20 (12.42%) Senior C++ Developer
8 16 (9.94%) Architect
9 14 (8.70%) PL/SQL Developer
10 12 (7.45%) Business Intelligence Developer
11 11 (6.83%) Data Analyst
11 11 (6.83%) Financial Analyst
11 11 (6.83%) Java Developer
11 11 (6.83%) Senior Business Intelligence Developer
11 11 (6.83%) SQL Developer
Libraries, Frameworks & Software Standards
1 61 (37.89%) XML
2 49 (30.43%) XML Schema
3 26 (16.15%) HTML
4 18 (11.18%) .NET
5 16 (9.94%) CSS
6 13 (8.07%) HTML5
7 12 (7.45%) Node.js
8 11 (6.83%) Ajax
8 11 (6.83%) Boost C++ Libraries
8 11 (6.83%) jQuery
8 11 (6.83%) STL
9 10 (6.21%) AngularJS
9 10 (6.21%) CodeIgniter
10 9 (5.59%) XHTML
11 8 (4.97%) SOAP
12 7 (4.35%) Software Packaging
12 7 (4.35%) Web Services
13 6 (3.73%) REST
13 6 (3.73%) RESTful
14 5 (3.11%) ASP.NET
Miscellaneous
1 19 (11.80%) Analytical Skills
2 18 (11.18%) Visualisation
3 15 (9.32%) Computer Science
4 13 (8.07%) Mathematics
5 11 (6.83%) Statistics
6 9 (5.59%) Data Integration
6 9 (5.59%) User Experience
7 6 (3.73%) Client/Server
8 5 (3.11%) Economics
8 5 (3.11%) Life Science
8 5 (3.11%) Management Information System
9 4 (2.48%) Cloud Native
9 4 (2.48%) Enterprise Software
9 4 (2.48%) Physics
10 3 (1.86%) W3C
11 1 (0.62%) Algorithms
11 1 (0.62%) Data Structures
11 1 (0.62%) N-Tier
Operating Systems
1 28 (17.39%) Windows
2 25 (15.53%) Linux
3 1 (0.62%) Windows 7
3 1 (0.62%) Windows 8
3 1 (0.62%) Windows Server
Processes & Methodologies
1 62 (38.51%) OO
2 57 (35.40%) UML
3 56 (34.78%) Business Intelligence
4 49 (30.43%) Use Case
5 39 (24.22%) Agile Software Development
5 39 (24.22%) SDLC
6 36 (22.36%) Software Engineering
7 35 (21.74%) OOP
8 34 (21.12%) Analytics
9 33 (20.50%) Business Analysis
10 30 (18.63%) ETL
11 25 (15.53%) Static Code Analysis
12 19 (11.80%) Data Analysis
12 19 (11.80%) DevOps
13 17 (10.56%) SOA
14 15 (9.32%) Functional Testing
14 15 (9.32%) Mentoring
14 15 (9.32%) Migration
14 15 (9.32%) Project Management
14 15 (9.32%) Software Architecture
Programming Languages
1 60 (37.27%) SQL
2 53 (32.92%) C++
3 50 (31.06%) C
4 33 (20.50%) Java
5 28 (17.39%) PL/SQL
6 27 (16.77%) C#
7 24 (14.91%) JavaScript
8 21 (13.04%) T-SQL
9 15 (9.32%) Python
10 13 (8.07%) R
11 11 (6.83%) Perl
11 11 (6.83%) PHP
12 10 (6.21%) VBA
13 5 (3.11%) Ruby
14 4 (2.48%) ABAP
14 4 (2.48%) Scala
15 3 (1.86%) SAS Macro
16 2 (1.24%) TypeScript
16 2 (1.24%) VB.NET
Qualifications
1 50 (31.06%) Degree
2 15 (9.32%) ISEB
3 9 (5.59%) ISTQB
4 1 (0.62%) ACCA
4 1 (0.62%) CIMA
Quality Assurance & Compliance
1 8 (4.97%) GAAP
2 4 (2.48%) ISO 9000
3 2 (1.24%) QA
4 1 (0.62%) Data Quality
4 1 (0.62%) SLA
Systems Management
1 1 (0.62%) Kibana
Vendors
1 65 (40.37%) Oracle
2 41 (25.47%) Microsoft
3 27 (16.77%) Tableau
4 13 (8.07%) Hyperion
5 6 (3.73%) IBM
6 5 (3.11%) BT
7 4 (2.48%) Cognos
7 4 (2.48%) SAP
8 2 (1.24%) Cognizant
8 2 (1.24%) Google
8 2 (1.24%) Teradata
9 1 (0.62%) Informatica
9 1 (0.62%) JD Edwards
9 1 (0.62%) PeopleSoft
Surrey (near Heathrow Airport)
Bankside Recruitment
Salary: Competitive Salary and benefits
Posted: 12 days ago
Weybridge
Michael Page Technology
Salary: £53000 - £63000 per annum + car allowance, bonus
Posted: 17 days ago
Cobham, Surrey
ACS Schools
Salary: Excellent Salary + Benefits
Posted: 17 days ago
Staines
Centrica
Salary: Package circa: £90,000
Posted: 19 days ago