Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Surrey with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
South East > Surrey
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 142 165 188
Rank change year-on-year +23 +23 -27
Permanent jobs citing Data Modelling 117 114 123
As % of all permanent IT jobs advertised in Surrey 1.90% 1.72% 1.43%
As % of the Processes & Methodologies category 2.14% 2.00% 1.64%
Number of salaries quoted 121 102 113
Surrey median annual salary £60,000 £51,250 £50,000
Median salary % change year-on-year +17.07% +2.50% -13.04%
10th Percentile £42,000 £42,500 £35,250
90th Percentile £75,000 £79,750 £66,250
South East median annual salary £52,500 £50,000 £52,500
% change year-on-year +5.00% -4.76% +5.00%

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Surrey with a requirement for process or methodology skills.

All Process and Methodology Skills
Surrey
Permanent vacancies with a requirement for process or methodology skills 5467 5686 7494
As % of all permanent IT jobs advertised in Surrey 88.88% 85.70% 87.07%
Number of salaries quoted 4424 4760 6515
Surrey median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £29,750 £28,500 £26,250
90th Percentile £68,750 £70,000 £67,500
South East median annual salary £45,000 £45,000 £45,000

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
Salary Trend in Surrey

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

Salary trend for Data Modelling in Surrey

Data Modelling
Salary Histogram in Surrey

The salary distribution of IT jobs citing Data Modelling in Surrey over the 6 months to 19 November 2017.

Salary histogram for Data Modelling 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 6 months to 19 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Reigate +4 37 £48,000 -21.31%
Camberley - 9 £105,000 -
Leatherhead +19 8 £55,000 -
Epsom +7 8 £50,000 -33.33%
Egham - 7 - -
Woking +18 6 £65,000 +30.00%
Walton-on-Thames +10 6 £50,000 +5.26%
Guildford -26 3 £55,000 -13.73%
Redhill +9 2 £55,000 +22.22%
Staines -4 2 £57,500 -20.69%
Chertsey - 2 £57,500 -
Dorking - 1 £55,000 -
Data Modelling
South East

For the 6 months to 19 November 2017, 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 72 (61.54%) SQL
2 66 (56.41%) Business Intelligence
3 64 (54.70%) SQL Server
4 56 (47.86%) Finance
4 56 (47.86%) Data Warehouse
5 52 (44.44%) T-SQL
6 50 (42.74%) Microsoft
7 49 (41.88%) SQL Server Integration Services
8 48 (41.03%) Big Data
9 47 (40.17%) Agile Software Development
10 41 (35.04%) Power BI
11 40 (34.19%) Data Strategy
12 37 (31.62%) SQL Server Reporting Services
13 36 (30.77%) Test Automation
14 33 (28.21%) Continuous Integration
15 32 (27.35%) Data Lake
16 28 (23.93%) Analytics
17 24 (20.51%) Data Management
18 23 (19.66%) Degree
18 23 (19.66%) C#
18 23 (19.66%) JavaScript
19 22 (18.80%) .NET
20 21 (17.95%) SAP
21 19 (16.24%) Performance Tuning
21 19 (16.24%) Scrum
22 18 (15.38%) Computer Science
23 17 (14.53%) Mathematics
23 17 (14.53%) Enterprise Architecture
24 16 (13.68%) ASP.NET
24 16 (13.68%) VB.NET

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 6 (5.13%) SharePoint
2 2 (1.71%) Apache Pig
2 2 (1.71%) Apache Spark
2 2 (1.71%) Oracle SOA Suite
3 1 (0.85%) NetWeaver
Applications
1 8 (6.84%) Microsoft Excel
2 1 (0.85%) GNU Octave
2 1 (0.85%) Microsoft PowerPoint
Business Applications
1 1 (0.85%) Adobe Campaign
1 1 (0.85%) SAP Hybris
Cloud Services
1 11 (9.40%) Microsoft Azure
2 10 (8.55%) Azure Machine Learning
3 2 (1.71%) SaaS
Communications & Networking
1 1 (0.85%) AMQP
1 1 (0.85%) Extranet
Database & Business Intelligence
1 64 (54.70%) SQL Server
2 56 (47.86%) Data Warehouse
3 49 (41.88%) SQL Server Integration Services
4 48 (41.03%) Big Data
5 41 (35.04%) Power BI
6 37 (31.62%) SQL Server Reporting Services
7 32 (27.35%) Data Lake
8 15 (12.82%) SQL Server Analysis Services
9 14 (11.97%) Relational Database
10 11 (9.40%) BusinessObjects
11 10 (8.55%) Azure SQL Data Warehouse
11 10 (8.55%) HDInsight
11 10 (8.55%) SQL Server 2005
11 10 (8.55%) SQL Server 2012
12 8 (6.84%) SQL Server 2008
13 7 (5.98%) SAP BW
14 5 (4.27%) Biml
14 5 (4.27%) RDBMS
15 4 (3.42%) Qlik Sense
15 4 (3.42%) SQL Server 2016
Development Applications
1 9 (7.69%) Selenium
2 8 (6.84%) Maven
2 8 (6.84%) SQL Server Management Studio (SSMS)
2 8 (6.84%) Visual Studio
3 4 (3.42%) Clang
3 4 (3.42%) GCC
3 4 (3.42%) NUnit
4 3 (2.56%) Team Foundation Server
5 2 (1.71%) Subversion
5 2 (1.71%) Talend Open Studio
5 2 (1.71%) TortoiseSVN
6 1 (0.85%) JIRA
General
1 56 (47.86%) Finance
2 8 (6.84%) Automotive
3 7 (5.98%) Legal
4 6 (5.13%) Aerospace
4 6 (5.13%) Multimedia
4 6 (5.13%) Telecoms
5 4 (3.42%) Financial Institution
6 3 (2.56%) Marketing
7 2 (1.71%) Banking
7 2 (1.71%) Electronics
7 2 (1.71%) German Language
7 2 (1.71%) Italian Language
7 2 (1.71%) Portuguese Language
7 2 (1.71%) Spanish Language
8 1 (0.85%) Advertising
8 1 (0.85%) Back Office
8 1 (0.85%) Billing
8 1 (0.85%) Games
Job Titles
1 63 (53.85%) Developer
2 37 (31.62%) Data Warehouse Developer
3 34 (29.06%) SQL Developer
4 32 (27.35%) SSIS Developer
5 28 (23.93%) SSRS Developer
6 27 (23.08%) Architect
7 25 (21.37%) T-SQL Developer
8 24 (20.51%) Business Intelligence Developer
9 21 (17.95%) Data Architect
10 20 (17.09%) SQL BI Developer
11 10 (8.55%) Analyst
11 10 (8.55%) Big Data Architect
11 10 (8.55%) Business Intelligence Architect
12 8 (6.84%) .NET Developer
12 8 (6.84%) SQL Server Data Warehouse Developer
12 8 (6.84%) SQL Server Developer
13 7 (5.98%) C# Developer
13 7 (5.98%) Lead Developer
13 7 (5.98%) SAP BW Consultant
13 7 (5.98%) SAP Consultant
Libraries, Frameworks & Software Standards
1 22 (18.80%) .NET
2 16 (13.68%) ASP.NET
3 12 (10.26%) WCF
3 12 (10.26%) XML
4 10 (8.55%) Hibernate
5 9 (7.69%) Spring
6 8 (6.84%) Middleware
6 8 (6.84%) WPF
7 7 (5.98%) XML Schema
8 6 (5.13%) Boost C++ Libraries
8 6 (5.13%) SOAP
8 6 (5.13%) STL
9 5 (4.27%) .NET Framework
9 5 (4.27%) ADO.NET
9 5 (4.27%) CSS
9 5 (4.27%) HTML
9 5 (4.27%) Web Services
10 4 (3.42%) ASP.NET MVC
10 4 (3.42%) ASP.NET MVC 3
10 4 (3.42%) WF
Miscellaneous
1 18 (15.38%) Computer Science
2 14 (11.97%) Enterprise Software
3 5 (4.27%) Analytical Skills
4 4 (3.42%) Management Information System
4 4 (3.42%) N-Tier
4 4 (3.42%) W3C
5 2 (1.71%) Data Structures
Operating Systems
1 6 (5.13%) Linux
1 6 (5.13%) Windows
2 2 (1.71%) Unix
Processes & Methodologies
1 66 (56.41%) Business Intelligence
2 47 (40.17%) Agile Software Development
3 40 (34.19%) Data Strategy
4 36 (30.77%) Test Automation
5 33 (28.21%) Continuous Integration
6 28 (23.93%) Analytics
7 24 (20.51%) Data Management
8 19 (16.24%) Performance Tuning
8 19 (16.24%) Scrum
9 17 (14.53%) Enterprise Architecture
9 17 (14.53%) Mathematics
10 14 (11.97%) Coaching
10 14 (11.97%) Mentoring
10 14 (11.97%) SDLC
11 13 (11.11%) Data Analytics
12 12 (10.26%) Data Integration
12 12 (10.26%) ETL
12 12 (10.26%) MVC
13 11 (9.40%) Data Architecture
13 11 (9.40%) OO
Programming Languages
1 72 (61.54%) SQL
2 52 (44.44%) T-SQL
3 23 (19.66%) C#
3 23 (19.66%) JavaScript
4 16 (13.68%) VB.NET
5 15 (12.82%) R
6 11 (9.40%) Java
6 11 (9.40%) PowerShell
6 11 (9.40%) Python
7 7 (5.98%) C++
8 4 (3.42%) Perl
8 4 (3.42%) PL/SQL
9 3 (2.56%) C
10 1 (0.85%) ABAP
10 1 (0.85%) VBA
10 1 (0.85%) XPath
Qualifications
1 23 (19.66%) Degree
2 9 (7.69%) Computer Science Degree
3 3 (2.56%) Master's Degree
4 1 (0.85%) PhD
Quality Assurance & Compliance
1 9 (7.69%) QA
2 7 (5.98%) SLA
3 5 (4.27%) Data Quality
4 2 (1.71%) COBIT
5 1 (0.85%) TickIT
Systems Management
1 1 (0.85%) Oozie
Vendors
1 50 (42.74%) Microsoft
2 21 (17.95%) SAP
3 10 (8.55%) Hortonworks
4 8 (6.84%) Oracle
5 3 (2.56%) Adobe
6 2 (1.71%) IBM
6 2 (1.71%) Talend
6 2 (1.71%) Teradata
7 1 (0.85%) Capita
7 1 (0.85%) hybris
7 1 (0.85%) Sybase