The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 30 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jun 2016
Same period 2015 Same period 2014
Data Modelling
Rank 181 134 120
Rank change year-on-year
-47 -14
Permanent jobs citing Data Modelling 752 1052 1315
As % of all permanent IT jobs located in London 1.89% 2.35% 2.63%
As % of the Processes & Methodologies category 2.11% 2.67% 3.01%
Number of salaries quoted 620 818 1095
Median salary £60,250 £61,500 £60,000
Median salary % change year-on-year
-2.03% +2.50%
90% offered a salary of more than £45,000 £42,500 £40,000
10% offered a salary of more than £82,500 £85,000 £82,500
UK excluding London median salary £47,500 £45,250 £45,000
% change year-on-year
+4.97% +0.55%
Data Modelling
England

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

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
35664 39347 43701
As % of all permanent IT jobs located in London 89.67% 87.79% 87.37%
Number of salaries quoted 30891 33026 36310
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £40,000 £37,500 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
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 London

The demand trend of job ads across the London 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 London

Data Modelling
Salary Trend in London

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

Data Modelling Salary Trend in London

Data Modelling
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Data Modelling across the London region over the 3 months to 30 June 2016.

Data Modelling Salary Histogram in London

Data Modelling
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the London region over the 3 months to 30 June 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
City of London -14 135 £60,000 - 24
Croydon +2 5 £60,000 +50.00%
Sidcup - 5 £42,750 -
Bromley - 4 £75,000 -
Harrow - 3 - -
Wimbledon - 3 £55,000 -
Hammersmith +8 2 £67,500 +35.00%
Chiswick -1 2 - -
Hayes - 2 £42,500 -
Romford - 2 £68,750 -
Docklands, London +7 1 - -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in London

For the 6 months to 30 June 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 London region with a requirement for Data Modelling.

1 879 (48.89%) SQL
2 741 (41.21%) Business Intelligence
3 678 (37.71%) Finance
4 652 (36.26%) Data Warehouse
5 559 (31.09%) ETL
6 552 (30.70%) Agile Software Development
7 529 (29.42%) Analytical Skills
8 504 (28.03%) SQL Server
9 390 (21.69%) Microsoft
10 385 (21.41%) Degree
11 371 (20.63%) SQL Server Integration Services
12 364 (20.24%) Analytics
13 325 (18.08%) Oracle
14 317 (17.63%) Data Management
15 312 (17.35%) SQL Server Reporting Services
16 296 (16.46%) Java
17 280 (15.57%) Data Architecture
18 263 (14.63%) Data Quality
19 236 (13.13%) MS Excel
20 233 (12.96%) Relational Database
21 225 (12.51%) Computer Science
22 223 (12.40%) SDLC
23 219 (12.18%) SQL Server Analysis Services
23 219 (12.18%) Data Analysis
24 210 (11.68%) Data Integration
25 207 (11.51%) .NET
26 183 (10.18%) T-SQL
27 173 (9.62%) Banking
28 170 (9.45%) Management Information System
28 170 (9.45%) UML

Data Modelling
Top Related IT Skills in London 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 99 (5.51%) SAS
2 69 (3.84%) SharePoint
3 38 (2.11%) Apache Spark
4 33 (1.84%) CMS
5 20 (1.11%) Elasticsearch
6 17 (0.95%) Confluence
7 14 (0.78%) Apache Pig
8 12 (0.67%) BizTalk Server
8 12 (0.67%) WebSphere
9 11 (0.61%) Apache Solr
10 10 (0.56%) FileNet
11 9 (0.50%) MS Exchange
12 8 (0.44%) IIS
12 8 (0.44%) MQSeries
13 7 (0.39%) Apache
13 7 (0.39%) JBoss
14 6 (0.33%) Moodle
14 6 (0.33%) Tomcat
14 6 (0.33%) WebLogic
14 6 (0.33%) WebSphere Application Server
Applications
1 236 (13.13%) MS Excel
2 45 (2.50%) MS Visio
3 44 (2.45%) MS Office
4 37 (2.06%) SPSS
5 16 (0.89%) MS PowerPoint
6 6 (0.33%) Spreadsheet
7 3 (0.17%) OmniGraffle
8 2 (0.11%) MS Project
9 1 (0.056%) AutoCAD
9 1 (0.056%) EViews
9 1 (0.056%) InDesign
9 1 (0.056%) Revit
9 1 (0.056%) S-PLUS
Business Applications
1 29 (1.61%) Oracle EBS
2 27 (1.50%) Markit EDM
3 17 (0.95%) Dynamics CRM
4 9 (0.50%) HFM
5 8 (0.44%) Oracle CRM
6 6 (0.33%) SAP Oil and Gas
7 5 (0.28%) Adobe Campaign
7 5 (0.28%) Oracle EBS R12
7 5 (0.28%) SAP BPC
7 5 (0.28%) SAP CO
7 5 (0.28%) SAP FI
7 5 (0.28%) SAP FI/CO
8 4 (0.22%) Dynamics AX
8 4 (0.22%) Oracle Applications
8 4 (0.22%) PeopleSoft HCM
9 3 (0.17%) Oracle ERP
9 3 (0.17%) Oracle Procure-to-Pay
9 3 (0.17%) Oracle Retail
9 3 (0.17%) SAP ERP
10 2 (0.11%) Oracle FAH
Cloud Services
1 120 (6.67%) Amazon AWS
2 73 (4.06%) Microsoft Azure
3 42 (2.34%) GitHub
4 31 (1.72%) SaaS
5 11 (0.61%) Cloud Computing
6 9 (0.50%) Amazon EC2
7 6 (0.33%) Force.com
7 6 (0.33%) Google Drive
8 5 (0.28%) Google Analytics
8 5 (0.28%) Oracle CX
9 4 (0.22%) Amazon S3
9 4 (0.22%) Heroku
9 4 (0.22%) Lucidchart
10 3 (0.17%) Adobe Analytics
10 3 (0.17%) Office 365
10 3 (0.17%) PaaS
10 3 (0.17%) Veeva
11 2 (0.11%) Amazon EMR
11 2 (0.11%) SmartFocus
11 2 (0.11%) SuccessFactors
Communications & Networking
1 18 (1.00%) Internet
2 14 (0.78%) HTTP
3 12 (0.67%) TCP/IP
4 11 (0.61%) Multicast
5 7 (0.39%) HTTPS
5 7 (0.39%) SAN
6 6 (0.33%) Skype
6 6 (0.33%) SSH
6 6 (0.33%) SSL
7 4 (0.22%) LAN
7 4 (0.22%) WAN
8 3 (0.17%) FTP
8 3 (0.17%) SNMP
8 3 (0.17%) Wireless
9 1 (0.056%) Remote Desktop
Database & Business Intelligence
1 652 (36.26%) Data Warehouse
2 504 (28.03%) SQL Server
3 371 (20.63%) SQL Server Integration Services
4 312 (17.35%) SQL Server Reporting Services
5 233 (12.96%) Relational Database
6 219 (12.18%) SQL Server Analysis Services
7 161 (8.95%) Big Data
8 135 (7.51%) QlikView
9 129 (7.17%) Hadoop
10 122 (6.79%) SQL Server 2012
11 120 (6.67%) BusinessObjects
12 117 (6.51%) SQL Server 2008
13 106 (5.90%) Oracle Database
14 100 (5.56%) MySQL
15 90 (5.01%) Data Mart
16 80 (4.45%) SQL Server 2014
17 73 (4.06%) Data Mining
17 73 (4.06%) OLAP
18 72 (4.00%) NoSQL
18 72 (4.00%) RDBMS
Development Applications
1 64 (3.56%) Git (software)
2 45 (2.50%) Jenkins
3 44 (2.45%) Cucumber
4 41 (2.28%) RSpec
5 40 (2.22%) JIRA
6 32 (1.78%) ERwin
7 27 (1.50%) Subversion
8 22 (1.22%) Talend Open Studio
9 20 (1.11%) Team Foundation Server
10 16 (0.89%) Visual Studio
11 15 (0.83%) Rational DOORS
12 12 (0.67%) PowerDesigner
13 11 (0.61%) Eclipse
13 11 (0.61%) JUnit
13 11 (0.61%) Oracle Forms
13 11 (0.61%) Selenium
14 10 (0.56%) Maven
15 8 (0.44%) SQL Server Management Studio (SSMS)
16 7 (0.39%) Appcelerator Titanium
16 7 (0.39%) Xcode
General
1 678 (37.71%) Finance
2 173 (9.62%) Banking
3 142 (7.90%) Retail
4 96 (5.34%) Marketing
5 81 (4.51%) Legal
6 80 (4.45%) Investment Banking
7 67 (3.73%) Front Office
8 62 (3.45%) Telecoms
9 53 (2.95%) Law
10 52 (2.89%) Advertising
11 47 (2.61%) Back Office
12 35 (1.95%) Financial Institution
13 32 (1.78%) Publishing
14 26 (1.45%) Games
15 14 (0.78%) Billing
16 12 (0.67%) French Language
17 10 (0.56%) Manufacturing
18 8 (0.44%) General Ledger
18 8 (0.44%) Pharmaceutical
19 5 (0.28%) Aerospace
Job Titles
1 616 (34.26%) Developer
2 429 (23.86%) Analyst
3 349 (19.41%) Architect
4 248 (13.79%) Business Analyst
5 199 (11.07%) Data Architect
6 165 (9.18%) SQL Developer
7 160 (8.90%) Senior Developer
8 154 (8.57%) Business Intelligence Developer
9 147 (8.18%) Consultant
10 130 (7.23%) SSIS Developer
11 100 (5.56%) Data Analyst
12 87 (4.84%) Business Intelligence Consultant
13 86 (4.78%) SSRS Developer
14 77 (4.28%) SSAS Developer
15 69 (3.84%) DBA
16 64 (3.56%) ETL Developer
17 58 (3.23%) C# Developer
18 57 (3.17%) Business Intelligence Analyst
19 56 (3.11%) Solutions Architect
20 53 (2.95%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 207 (11.51%) .NET
2 131 (7.29%) HTML
3 120 (6.67%) Web Services
4 116 (6.45%) CSS
5 115 (6.40%) XML
6 112 (6.23%) MDX
7 86 (4.78%) .NET Framework
8 63 (3.50%) AngularJS
8 63 (3.50%) REST
9 49 (2.73%) HTML5
10 43 (2.39%) SOAP
11 42 (2.34%) ASP.NET
12 37 (2.06%) Ruby on Rails
13 32 (1.78%) jQuery
14 31 (1.72%) JMS
15 30 (1.67%) J2EE
15 30 (1.67%) Spring
16 29 (1.61%) Middleware
17 23 (1.28%) ActiveMQ
18 22 (1.22%) JSON
Miscellaneous
1 529 (29.42%) Analytical Skills
2 225 (12.51%) Computer Science
3 210 (11.68%) Data Integration
4 170 (9.45%) Management Information System
5 146 (8.12%) Visualisation
6 119 (6.62%) Data Structures
7 68 (3.78%) Mathematics
8 62 (3.45%) Derivative
9 60 (3.34%) Fixed Income
10 59 (3.28%) Statistics
11 53 (2.95%) User Experience
12 42 (2.34%) Equities
12 42 (2.34%) Replication
13 36 (2.00%) Economics
13 36 (2.00%) Fintech
14 28 (1.56%) Reference Data
15 23 (1.28%) Hedge funds
16 22 (1.22%) Enterprise Software
17 17 (0.95%) Taxonomies
18 15 (0.83%) Online Games
Operating Systems
1 112 (6.23%) Linux
2 111 (6.17%) Unix
3 52 (2.89%) Windows
4 14 (0.78%) Apple iOS
5 12 (0.67%) Android
5 12 (0.67%) Red Hat Enterprise Linux
6 6 (0.33%) CentOS
7 3 (0.17%) Windows Server
8 2 (0.11%) Solaris
8 2 (0.11%) Windows 7
8 2 (0.11%) Windows Vista
9 1 (0.056%) Debian
9 1 (0.056%) Ubuntu
9 1 (0.056%) Windows Server 2008
9 1 (0.056%) Windows Server 2012
Processes & Methodologies
1 741 (41.21%) Business Intelligence
2 559 (31.09%) ETL
3 552 (30.70%) Agile Software Development
4 364 (20.24%) Analytics
5 317 (17.63%) Data Management
6 280 (15.57%) Data Architecture
7 223 (12.40%) SDLC
8 219 (12.18%) Data Analysis
9 170 (9.45%) UML
10 168 (9.34%) SOA
11 166 (9.23%) Business Analysis
12 149 (8.29%) Logical Data Model
13 146 (8.12%) Performance Tuning
14 145 (8.06%) Data Governance
15 144 (8.01%) Scrum
16 143 (7.95%) Project Management
17 133 (7.40%) Migration
18 118 (6.56%) Master Data Management
19 114 (6.34%) Data Analytics
20 113 (6.28%) CRM
Programming Languages
1 879 (48.89%) SQL
2 296 (16.46%) Java
3 183 (10.18%) T-SQL
4 163 (9.07%) C#
5 151 (8.40%) Python
6 148 (8.23%) PL/SQL
7 143 (7.95%) JavaScript
8 81 (4.51%) C++
9 68 (3.78%) VBA
10 67 (3.73%) PHP
11 55 (3.06%) Ruby
12 49 (2.73%) Shell Script
13 45 (2.50%) R
14 44 (2.45%) C
15 33 (1.84%) Scala
16 32 (1.78%) Perl
17 29 (1.61%) VB
17 29 (1.61%) VB.NET
18 23 (1.28%) Data Analysis Expressions (DAX)
19 14 (0.78%) VB6
Qualifications
1 385 (21.41%) Degree
2 50 (2.78%) ISEB
3 28 (1.56%) Security Cleared
4 18 (1.00%) PhD
5 16 (0.89%) PRINCE2 Certification
5 16 (0.89%) SAS Certification
5 16 (0.89%) SC Cleared
6 11 (0.61%) Microsoft Certification
7 10 (0.56%) IIBA
8 9 (0.50%) MCITP
8 9 (0.50%) PMI Certification
9 6 (0.33%) CIMA
9 6 (0.33%) PMP
10 5 (0.28%) ACCA
10 5 (0.28%) ITIL Certification
10 5 (0.28%) MBA
11 4 (0.22%) CBAP
12 3 (0.17%) ISTQB
13 2 (0.11%) MCTS
13 2 (0.11%) OCP
Quality Assurance & Compliance
1 263 (14.63%) Data Quality
2 120 (6.67%) QA
3 15 (0.83%) JSP 440
4 11 (0.61%) SLA
5 9 (0.50%) Solvency II
6 6 (0.33%) GAAP
7 5 (0.28%) Dodd-Frank
7 5 (0.28%) EMIR
7 5 (0.28%) MiFID
8 2 (0.11%) COBIT
8 2 (0.11%) HL7
8 2 (0.11%) ISO20022
9 1 (0.056%) COREP
9 1 (0.056%) DICOM
9 1 (0.056%) FATCA
9 1 (0.056%) FINREP
9 1 (0.056%) ISO 8583
9 1 (0.056%) UCITS
System Software
1 16 (0.89%) Oracle RAC
2 10 (0.56%) Active Directory
3 9 (0.50%) VMware Infrastructure
4 5 (0.28%) HDFS
5 4 (0.22%) Docker
6 3 (0.17%) vCloud
7 1 (0.056%) Cronacle
7 1 (0.056%) vSphere
7 1 (0.056%) Xen
Systems Management
1 42 (2.34%) Puppet
2 12 (0.67%) Ansible
3 10 (0.56%) Opscode Chef
4 8 (0.44%) Data Guard
5 4 (0.22%) Oracle Enterprise Manager
5 4 (0.22%) Oracle RMAN
6 2 (0.11%) EMC NetWorker
6 2 (0.11%) Hadoop YARN
6 2 (0.11%) ITRS Geneos
6 2 (0.11%) Netcool
7 1 (0.056%) CA Single Sign-On
7 1 (0.056%) Cobbler
7 1 (0.056%) Kibana
7 1 (0.056%) Mesos
7 1 (0.056%) Xymon
Vendors
1 390 (21.69%) Microsoft
2 325 (18.08%) Oracle
3 157 (8.73%) Tableau
4 113 (6.28%) Informatica
5 91 (5.06%) SAP
6 68 (3.78%) Cognos
7 55 (3.06%) Salesforce.com
8 43 (2.39%) IBM
9 34 (1.89%) Teradata
10 22 (1.22%) MicroStrategy
10 22 (1.22%) Talend
11 21 (1.17%) Ab Initio
11 21 (1.17%) Hyperion
12 19 (1.06%) Netezza
13 18 (1.00%) EXASOL
13 18 (1.00%) TIBCO
14 16 (0.89%) Cognizant
14 16 (0.89%) Google
14 16 (0.89%) Sybase
15 15 (0.83%) Adobe
West London
Spargonet Consulting Plc
Salary: £55000 - £65000 per annum
Posted: Yesterday
London
Lorien Resourcing
Salary: £30000 - £37000 per annum + Bonus + Benefits
Posted: 23 hours ago
London
Ashdown IT
Salary: £65000 per annum + bonus, pension, healthcare
Posted: 18 hours ago
London
Experis Ltd
Salary: £37420.00 - £46810.00 per annum
Posted: 16 hours ago
London
Experis Ltd
Salary: £37420.00 - £46810.00 per annum
Posted: 16 hours ago
London
Harvey Nash plc
Salary: £80000 - £90000 per annum
Posted: 16 hours ago
London
Lorien Resourcing
Salary: £40000 - £45000 per annum
Posted: Yesterday
London
Oho Group Ltd.
Salary: £35k - 50k per year + bonus + share scheme
Posted: 2 days ago
City, London
Quant Capital
Salary: Up to £50,000 per annum Bonus Medical Pension
Posted: Yesterday
North West London
Executive Resource Group
Salary: £60k - 70k per year + car + benefits
Posted: 20 hours ago
London
Optima Connections
Salary: From £55,000 to £75,000 per annum + Bonus + Benefits
Posted: Yesterday
South East London
KDR
Salary: £50000 - £70000 per annum + Car, Bonus, home working
Posted: 2 days ago
London
TEKsystems
Salary: brilliant bonuses and benefits
Posted: Yesterday
London
Logic Engagements Ltd
Salary: £75000 - £85000 per annum + Car allowance + bonus ++
Posted: Yesterday
North West London
KDR
Salary: £55000 - £75000 per annum + Pension, Bonus
Posted: 2 days ago
London
Adalta Recruitment Solutions
Salary: £350 - £500 per day
Posted: Yesterday
London
PwC
Salary: Competitive plus benefits
Posted: 2 days ago
South West London
Understanding Recruitment
Salary: £60000.00 - £70000 per annum + excellent bens
Posted: 3 days ago
South West London
Energon People
Salary: £80000.00 - £100000 per annum + benefits + bonus
Posted: 2 days ago
London
McGregor Boyall
Salary: £50000 - £65000 per annum
Posted: 2 days ago
London
Experis Ltd
Salary: £50000 - £70000 per annum
Posted: 2 days ago
London
Xcede
Salary: £75000 - £76000 per annum + Car, Pension, Bonus, PMI
Posted: Yesterday
London
Oliver James Associates
Salary: £65000 - £85000 per annum + Car, PMI, Flexible benefits, bonus
Posted: Yesterday
City, London
Harvey Nash plc
Salary: £60000 per annum
Posted: 2 days ago
London
Harvey Nash plc
Salary: £65000 - £80000 per annum + benefits package
Posted: 2 days ago
London
Venturi
Salary: £300 - £400 per day
Posted: 14 hours ago
London
Harrington Starr
Salary: £50000 per annum
Posted: 16 hours ago
London
Eames Consulting
Salary: £80000 - £100000 per annum + bonus + benefits
Posted: 5 days ago
London
Searchability
Salary: £40000 - £60000 per annum + Benefits
Posted: 2 days ago
London
Harvey Nash plc
Salary: £75000 - £80000 per annum + Bonus & Excellent Package
Posted: 5 days ago