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

3 months to
30 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 163 126 115
Rank change year-on-year
-37 -11
Permanent jobs citing Data Modelling 835 1080 1347
As % of all permanent IT jobs located in London 2.07% 2.47% 2.68%
As % of the Processes & Methodologies category 2.32% 2.82% 3.09%
Number of salaries quoted 691 838 1094
Median salary £62,500 £62,500 £60,000
Median salary % change year-on-year
- +4.16%
90% offered a salary of more than £45,000 £42,500 £42,500
10% offered a salary of more than £82,500 £85,000 £82,500
UK excluding London median salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -
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
36046 38318 43662
As % of all permanent IT jobs located in London 89.48% 87.49% 86.93%
Number of salaries quoted 31121 32070 36240
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 £37,000
10% offered a salary of more than £85,000 £80,000 £80,000
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 May 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 May 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 -17 131 £57,500 -8.00% 35
Croydon -2 5 £60,000 +50.00%
Sidcup - 5 £42,750 -
Bromley -1 4 £75,000 +25.00%
Hammersmith +5 2 £67,500 +35.00%
Chiswick -1 2 - -
Canary Wharf -2 2 £76,250 +5.17%
Wimbledon -13 2 £55,000 +15.78%
Romford - 2 £68,750 -
Beckenham +2 1 £45,000 -5.26%
Brentford - 1 £60,000 -
Hayes - 1 £42,500 -
Wembley - 1 £55,000 -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in London

For the 6 months to 30 May 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.

1 923 (49.15%) SQL
2 763 (40.63%) Business Intelligence
3 688 (36.63%) Finance
4 671 (35.73%) Data Warehouse
5 604 (32.16%) ETL
6 575 (30.62%) Agile Software Development
7 538 (28.65%) Analytical Skills
8 515 (27.42%) SQL Server
9 408 (21.73%) Microsoft
10 405 (21.57%) Degree
11 401 (21.35%) Analytics
12 381 (20.29%) SQL Server Integration Services
13 354 (18.85%) Oracle
14 351 (18.69%) Data Management
15 322 (17.15%) SQL Server Reporting Services
16 312 (16.61%) Java
17 285 (15.18%) Data Quality
18 283 (15.07%) Data Architecture
19 246 (13.10%) MS Excel
20 243 (12.94%) Computer Science
20 243 (12.94%) Relational Database
21 239 (12.73%) Data Analysis
22 237 (12.62%) SQL Server Analysis Services
23 230 (12.25%) Data Integration
24 227 (12.09%) SDLC
25 223 (11.87%) .NET
26 200 (10.65%) Big Data
27 183 (9.74%) T-SQL
27 183 (9.74%) Banking
28 181 (9.64%) C#

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
1 125 (6.66%) SAS
2 64 (3.41%) SharePoint
3 47 (2.50%) Apache Spark
4 33 (1.76%) CMS
5 21 (1.12%) Elasticsearch
6 20 (1.06%) Apache Pig
6 20 (1.06%) Node.js
7 18 (0.96%) Confluence
8 17 (0.91%) WebSphere
9 14 (0.75%) BizTalk Server
10 12 (0.64%) Apache
10 12 (0.64%) IIS
11 11 (0.59%) FileNet
12 10 (0.53%) Apache Solr
12 10 (0.53%) Moodle
12 10 (0.53%) WebSphere Application Server
13 8 (0.43%) JBoss
13 8 (0.43%) MQSeries
13 8 (0.43%) MS Exchange
14 7 (0.37%) SharePoint 2013
Applications
1 246 (13.10%) MS Excel
2 55 (2.93%) SPSS
3 50 (2.66%) MS Visio
4 48 (2.56%) MS Office
5 16 (0.85%) MS PowerPoint
6 6 (0.32%) OmniGraffle
7 5 (0.27%) Spreadsheet
8 3 (0.16%) MS Project
9 1 (0.053%) Adobe Illustrator
9 1 (0.053%) AutoCAD
9 1 (0.053%) InDesign
9 1 (0.053%) Photoshop
9 1 (0.053%) Revit
Business Applications
1 33 (1.76%) Oracle EBS
2 20 (1.06%) Dynamics CRM
2 20 (1.06%) Markit EDM
3 14 (0.75%) HFM
4 8 (0.43%) Adobe Campaign
4 8 (0.43%) Cognos Business Intelligence
4 8 (0.43%) Oracle CRM
5 6 (0.32%) SAP BPC
5 6 (0.32%) SAP Oil and Gas
6 5 (0.27%) Cognos TM1
6 5 (0.27%) Oracle EBS R12
6 5 (0.27%) SAP CO
6 5 (0.27%) SAP FI
6 5 (0.27%) SAP FI/CO
7 4 (0.21%) Dynamics AX
7 4 (0.21%) Infor SunSystems
7 4 (0.21%) Oracle Applications
7 4 (0.21%) Oracle Retail
7 4 (0.21%) PeopleSoft HCM
7 4 (0.21%) Unit4 Business World
Cloud Services
1 108 (5.75%) Amazon AWS
2 74 (3.94%) Microsoft Azure
3 44 (2.34%) GitHub
4 33 (1.76%) SaaS
5 13 (0.69%) Cloud Computing
6 12 (0.64%) Amazon EC2
7 7 (0.37%) Heroku
8 6 (0.32%) Amazon S3
8 6 (0.32%) Google Drive
8 6 (0.32%) Lucidchart
9 5 (0.27%) Force.com
9 5 (0.27%) Google Analytics
9 5 (0.27%) Oracle CX
10 4 (0.21%) IaaS
10 4 (0.21%) Office 365
10 4 (0.21%) Veeva
11 3 (0.16%) Adobe Analytics
11 3 (0.16%) Amazon EMR
11 3 (0.16%) Amazon Kinesis
11 3 (0.16%) PaaS
Communications & Networking
1 16 (0.85%) Internet
2 15 (0.80%) HTTP
3 10 (0.53%) SSH
3 10 (0.53%) SSL
3 10 (0.53%) TCP/IP
4 9 (0.48%) SAN
5 8 (0.43%) Multicast
6 6 (0.32%) Skype
6 6 (0.32%) Wireless
7 5 (0.27%) HTTPS
8 4 (0.21%) LAN
8 4 (0.21%) WAN
9 3 (0.16%) FTP
9 3 (0.16%) Intranet
9 3 (0.16%) NAS
9 3 (0.16%) VoIP
10 1 (0.053%) Remote Desktop
10 1 (0.053%) SNMP
Database & Business Intelligence
1 671 (35.73%) Data Warehouse
2 515 (27.42%) SQL Server
3 381 (20.29%) SQL Server Integration Services
4 322 (17.15%) SQL Server Reporting Services
5 243 (12.94%) Relational Database
6 237 (12.62%) SQL Server Analysis Services
7 200 (10.65%) Big Data
8 148 (7.88%) Hadoop
9 137 (7.29%) QlikView
10 129 (6.87%) SQL Server 2008
11 124 (6.60%) SQL Server 2012
12 119 (6.34%) Oracle Database
13 110 (5.86%) BusinessObjects
14 104 (5.54%) MySQL
15 93 (4.95%) Data Mart
16 89 (4.74%) Data Mining
17 84 (4.47%) NoSQL
18 83 (4.42%) OLAP
19 80 (4.26%) RDBMS
20 72 (3.83%) SQL Server 2014
Development Applications
1 65 (3.46%) Git (software)
2 46 (2.45%) Jenkins
3 44 (2.34%) Cucumber
4 41 (2.18%) RSpec
5 39 (2.08%) JIRA
6 36 (1.92%) ERwin
7 30 (1.60%) Subversion
8 29 (1.54%) Talend Open Studio
9 23 (1.22%) Team Foundation Server
10 16 (0.85%) Rational DOORS
11 15 (0.80%) Eclipse
11 15 (0.80%) JUnit
11 15 (0.80%) Visual Studio
12 13 (0.69%) PowerDesigner
13 12 (0.64%) Oracle Forms
13 12 (0.64%) Selenium
14 11 (0.59%) Maven
15 10 (0.53%) Ant
16 9 (0.48%) Toad
17 8 (0.43%) Axure RP
General
1 688 (36.63%) Finance
2 183 (9.74%) Banking
3 149 (7.93%) Retail
4 108 (5.75%) Marketing
5 89 (4.74%) Investment Banking
6 77 (4.10%) Legal
7 71 (3.78%) Front Office
8 64 (3.41%) Telecoms
9 55 (2.93%) Law
10 49 (2.61%) Advertising
11 46 (2.45%) Back Office
12 45 (2.40%) Publishing
13 34 (1.81%) Financial Institution
14 26 (1.38%) Games
15 19 (1.01%) Billing
16 14 (0.75%) Pharmaceutical
17 11 (0.59%) General Ledger
18 10 (0.53%) French Language
18 10 (0.53%) Manufacturing
19 5 (0.27%) Aerospace
Job Titles
1 623 (33.17%) Developer
2 440 (23.43%) Analyst
3 335 (17.84%) Architect
4 257 (13.68%) Business Analyst
5 193 (10.28%) Data Architect
6 168 (8.95%) Senior Developer
7 166 (8.84%) Consultant
8 165 (8.79%) SQL Developer
9 138 (7.35%) Business Intelligence Developer
10 121 (6.44%) SSIS Developer
11 103 (5.48%) Data Analyst
12 94 (5.01%) Business Intelligence Consultant
13 85 (4.53%) SSRS Developer
14 77 (4.10%) SSAS Developer
15 70 (3.73%) C# Developer
16 67 (3.57%) DBA
17 63 (3.35%) Business Intelligence Analyst
17 63 (3.35%) ETL Developer
18 60 (3.19%) Solutions Architect
19 57 (3.04%) Senior Analyst
Libraries, Frameworks & Software Standards
1 223 (11.87%) .NET
2 146 (7.77%) HTML
3 134 (7.14%) CSS
4 124 (6.60%) MDX
5 120 (6.39%) Web Services
6 105 (5.59%) XML
7 90 (4.79%) .NET Framework
8 60 (3.19%) AngularJS
9 55 (2.93%) REST
10 53 (2.82%) HTML5
11 50 (2.66%) ASP.NET
12 49 (2.61%) SOAP
13 37 (1.97%) jQuery
13 37 (1.97%) Ruby on Rails
14 36 (1.92%) JMS
15 35 (1.86%) Middleware
15 35 (1.86%) Spring
16 33 (1.76%) J2EE
17 25 (1.33%) ActiveMQ
18 23 (1.22%) Hibernate
Miscellaneous
1 538 (28.65%) Analytical Skills
2 243 (12.94%) Computer Science
3 230 (12.25%) Data Integration
4 167 (8.89%) Management Information System
5 141 (7.51%) Visualisation
6 119 (6.34%) Data Structures
7 74 (3.94%) Statistics
8 69 (3.67%) Mathematics
9 62 (3.30%) Derivative
10 59 (3.14%) Fixed Income
11 58 (3.09%) User Experience
12 47 (2.50%) Equities
13 42 (2.24%) Fintech
14 40 (2.13%) Replication
15 34 (1.81%) Economics
16 24 (1.28%) Reference Data
17 23 (1.22%) Hedge funds
18 20 (1.06%) Enterprise Software
19 19 (1.01%) Data Centre
19 19 (1.01%) Taxonomies
Operating Systems
1 128 (6.82%) Linux
2 124 (6.60%) Unix
3 53 (2.82%) Windows
4 14 (0.75%) Red Hat Enterprise Linux
5 12 (0.64%) Android
5 12 (0.64%) Apple iOS
6 10 (0.53%) CentOS
7 3 (0.16%) Windows Server
8 2 (0.11%) Windows 7
8 2 (0.11%) Windows Vista
9 1 (0.053%) Debian
9 1 (0.053%) Windows 2000
9 1 (0.053%) Windows Server 2008
9 1 (0.053%) Windows Server 2012
Processes & Methodologies
1 763 (40.63%) Business Intelligence
2 604 (32.16%) ETL
3 575 (30.62%) Agile Software Development
4 401 (21.35%) Analytics
5 351 (18.69%) Data Management
6 283 (15.07%) Data Architecture
7 239 (12.73%) Data Analysis
8 227 (12.09%) SDLC
9 176 (9.37%) UML
10 175 (9.32%) SOA
11 168 (8.95%) Business Analysis
11 168 (8.95%) Logical Data Model
12 159 (8.47%) Scrum
13 157 (8.36%) Performance Tuning
14 154 (8.20%) Data Governance
15 152 (8.09%) Migration
16 135 (7.19%) Project Management
17 121 (6.44%) Data Analytics
17 121 (6.44%) Physical Data Model
18 117 (6.23%) Master Data Management
Programming Languages
1 923 (49.15%) SQL
2 312 (16.61%) Java
3 183 (9.74%) T-SQL
4 181 (9.64%) C#
5 165 (8.79%) PL/SQL
6 149 (7.93%) Python
7 148 (7.88%) JavaScript
8 81 (4.31%) C++
9 72 (3.83%) PHP
10 61 (3.25%) Shell Script
11 57 (3.04%) Ruby
12 49 (2.61%) R
13 48 (2.56%) VBA
14 44 (2.34%) C
15 32 (1.70%) VB.NET
16 31 (1.65%) Scala
17 27 (1.44%) Perl
18 26 (1.38%) VB
19 13 (0.69%) Data Analysis Expressions (DAX)
19 13 (0.69%) PowerShell
Qualifications
1 405 (21.57%) Degree
2 43 (2.29%) ISEB
3 30 (1.60%) Security Cleared
4 22 (1.17%) PhD
5 18 (0.96%) PRINCE2 Certification
6 17 (0.91%) Microsoft Certification
6 17 (0.91%) SAS Certification
6 17 (0.91%) SC Cleared
7 15 (0.80%) MCITP
8 9 (0.48%) IIBA
9 8 (0.43%) CIMA
9 8 (0.43%) PMI Certification
10 7 (0.37%) ACCA
11 6 (0.32%) PMP
12 5 (0.27%) ITIL Certification
12 5 (0.27%) MBA
13 4 (0.21%) CBAP
14 3 (0.16%) OCP
14 3 (0.16%) Oracle Certification
14 3 (0.16%) SAP Certification
Quality Assurance & Compliance
1 285 (15.18%) Data Quality
2 130 (6.92%) QA
3 16 (0.85%) JSP 440
4 12 (0.64%) Solvency II
5 11 (0.59%) SLA
6 8 (0.43%) EMIR
6 8 (0.43%) MiFID
7 6 (0.32%) GAAP
8 4 (0.21%) CRD IV
8 4 (0.21%) Dodd-Frank
9 3 (0.16%) COBIT
9 3 (0.16%) HL7
10 2 (0.11%) DICOM
10 2 (0.11%) ISO20022
11 1 (0.053%) COREP
11 1 (0.053%) FINREP
11 1 (0.053%) ISO 8583
System Software
1 15 (0.80%) Oracle RAC
1 15 (0.80%) VMware Infrastructure
2 12 (0.64%) Active Directory
3 10 (0.53%) HDFS
4 6 (0.32%) Docker
5 4 (0.21%) vCloud
6 3 (0.16%) Cronacle
7 1 (0.053%) Tivoli Workload Scheduler
7 1 (0.053%) vSphere
7 1 (0.053%) Xen
Systems Management
1 43 (2.29%) Puppet
2 13 (0.69%) Ansible
3 9 (0.48%) Opscode Chef
4 8 (0.43%) Data Guard
5 4 (0.21%) ITRS Geneos
5 4 (0.21%) Netcool
5 4 (0.21%) Oracle Enterprise Manager
5 4 (0.21%) Oracle RMAN
6 2 (0.11%) EMC NetWorker
6 2 (0.11%) Mesos
7 1 (0.053%) CA Single Sign-On
7 1 (0.053%) Cobbler
7 1 (0.053%) Hadoop YARN
7 1 (0.053%) Kibana
7 1 (0.053%) Tivoli
7 1 (0.053%) Xymon
Vendors
1 408 (21.73%) Microsoft
2 354 (18.85%) Oracle
3 150 (7.99%) Tableau
4 114 (6.07%) Informatica
5 86 (4.58%) SAP
6 79 (4.21%) Cognos
7 58 (3.09%) Salesforce.com
8 51 (2.72%) IBM
9 40 (2.13%) Teradata
10 29 (1.54%) Talend
11 28 (1.49%) Hyperion
11 28 (1.49%) MicroStrategy
12 22 (1.17%) Siebel
13 20 (1.06%) Ab Initio
13 20 (1.06%) EXASOL
14 19 (1.01%) Netezza
15 18 (0.96%) Adobe
15 18 (0.96%) Sybase
16 17 (0.91%) TIBCO
17 16 (0.85%) InterSystems
London
Comtecs
Salary: £50000 - £55000 Per Annum Bonus + Benefits
Posted: 3 days ago
Central London / West End
Artemis Recruitment Ltd
Salary: Up to £75,000 per annum + Bonus + Benefits
Posted: 2 days ago
West London
Spargonet Consulting Plc
Salary: £55000 - £65000 per annum
Posted: 4 days ago
London
Runpath
Salary: Competitive
Posted: 3 days ago
London
Hays Finance Technology
Salary: £72000.00 - £85000.00 per annum + bonus
Posted: 2 days ago
London
Harrington Starr
Salary: £50000 - £55000 per annum + Benefits + Bonus
Posted: 2 days ago
London
Sage UK Limited
Posted: 3 days ago
London
Lorien Resourcing
Salary: £48000 - £53000 per annum + Excellent benefits + Bonus
Posted: 2 days ago
City, London
Executive Recruitment Services (ERS)
Posted: 6 days ago
City, London
Searchability
Salary: £45000 - £55000 per annum + benefits
Posted: 5 days ago
City, London
Opus Resourcing Ltd
Salary: £65000 - £70000 per annum + 15% bonus and benefits
Posted: 5 days ago
London
Harvey Nash plc
Salary: £80000 per annum
Posted: 6 days ago
London
Initi8 Recruitment
Salary: £40000 - £45000 Per Annum
Posted: 2 days ago
London
Parham Consulting
Salary: From £50,000 to £65,000 per annum £50,000 - £65,000 plus 20% bonus and
Posted: 3 days ago
London
Harvey Nash plc
Salary: £70000 - £75000 per annum + VERY flexible - Life/Work Balance
Posted: 6 days ago
London
Search Consultancy
Salary: £50000.00 - £70000.00 per annum + benefits
Posted: 6 days ago
London
Cyber Team
Salary: From £35,000 to £44,000 per annum Excellent Benefits Package plus Bonu
Posted: 4 days ago
City, London
Clear Edge Consulting
Salary: From £85,000 to £90,000 per annum Bonus
Posted: 5 days ago
City, London
Client Server
Salary: £60k to £70k + bonus + benefits
Posted: 6 days ago
London
ninesharp
Salary: £55000 - £65000 per annum + Bonus, Pension, Healthcare
Posted: 6 days ago
City, London
Pesaro
Salary: From £30,000 to £40,000 per annum Flex Benefits Package
Posted: 6 days ago
London
Keystream Resources Limited
Salary: Up to £63,000 per annum +excellent benefit package & holiday allowance
Posted: 6 days ago
London
Harrington Starr
Salary: £45000 - £60000 per annum + Benefits + Bonus
Posted: 5 days ago
London
Harrington Starr
Salary: £45000 - £63000 per annum + Benefits + Bonus
Posted: 5 days ago
City, London
Asset Resourcing Ltd
Salary: £40000 - £56000 per annum + + benefits
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £50k - £60k plus performance bonus
Posted: 4 days ago
London
onezeero.
Salary: £70000 - £75000 per annum + package
Posted: 5 days ago
London
Burns Sheehan
Salary: £70000 - £95000 per annum + 10% bonus + share options
Posted: 3 days ago
London
Harrington Starr
Salary: £40000 - £60000 per annum + Benefits + Bonus
Posted: 5 days ago
East London
Recital Consulting
Salary: £80000 - £100000 Per Annum Plus Benefits
Posted: 4 days ago