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 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 162 144 120
Rank change year-on-year
-18 -24
Permanent jobs citing Data Modelling 800 1028 1280
As % of all permanent IT jobs located in London 2.03% 2.31% 2.69%
As % of the Processes & Methodologies category 2.27% 2.63% 3.08%
Number of salaries quoted 675 817 1084
Median salary £65,000 £60,000 £60,000
Median salary % change year-on-year
+8.33% -
90% offered a salary of more than £45,000 £42,500 £40,000
10% offered a salary of more than £85,000 £87,000 £82,500
UK excluding London median salary £47,500 £47,500 £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
35305 39099 41595
As % of all permanent IT jobs located in London 89.50% 87.89% 87.33%
Number of salaries quoted 30570 32801 34541
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 24 July 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 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
City of London -7 143 £62,500 - 19
Croydon +6 4 £60,000 +50.00%
Sidcup - 4 £42,750 -
Bromley - 4 £75,000 - 1
Harrow - 3 - -
Wimbledon - 3 £55,000 -
Chiswick +4 2 - -
Hayes - 2 £42,500 -
Hammersmith +8 1 £67,500 +35.00%
Docklands, London +3 1 - - 1
Ealing - 1 £47,500 -
Romford - 1 £55,000 -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in London

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 London region with a requirement for Data Modelling.

1 843 (47.33%) SQL
2 738 (41.44%) Business Intelligence
3 664 (37.28%) Finance
4 663 (37.23%) Data Warehouse
5 563 (31.61%) ETL
6 540 (30.32%) Agile Software Development
7 507 (28.47%) Analytical Skills
8 486 (27.29%) SQL Server
9 382 (21.45%) Analytics
10 372 (20.89%) Degree
11 370 (20.77%) Microsoft
12 351 (19.71%) SQL Server Integration Services
13 315 (17.69%) Oracle
14 312 (17.52%) Data Management
15 292 (16.40%) Java
16 288 (16.17%) SQL Server Reporting Services
17 287 (16.11%) Data Architecture
18 258 (14.49%) Data Quality
19 225 (12.63%) Relational Database
20 222 (12.46%) MS Excel
21 220 (12.35%) SDLC
22 209 (11.73%) Computer Science
23 206 (11.57%) Data Analysis
24 202 (11.34%) Data Integration
25 201 (11.29%) SQL Server Analysis Services
26 185 (10.39%) .NET
27 182 (10.22%) T-SQL
28 174 (9.77%) Big Data
29 170 (9.55%) UML
30 169 (9.49%) Business Analysis

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 88 (4.94%) SAS
2 74 (4.15%) SharePoint
3 48 (2.70%) Apache Spark
4 34 (1.91%) CMS
5 26 (1.46%) Elasticsearch
6 21 (1.18%) Confluence
7 16 (0.90%) Apache Pig
8 14 (0.79%) Apache Solr
9 11 (0.62%) BizTalk Server
10 10 (0.56%) WebSphere
11 9 (0.51%) Apache
11 9 (0.51%) MS Exchange
12 8 (0.45%) MQSeries
13 7 (0.39%) FileNet
14 6 (0.34%) SharePoint 2013
14 6 (0.34%) Tomcat
14 6 (0.34%) WebLogic
15 5 (0.28%) IIS
15 5 (0.28%) Oracle Service Bus
16 4 (0.22%) WebSphere Application Server
Applications
1 222 (12.46%) MS Excel
2 42 (2.36%) MS Visio
3 37 (2.08%) MS Office
4 28 (1.57%) SPSS
5 19 (1.07%) MS PowerPoint
6 7 (0.39%) Spreadsheet
7 2 (0.11%) MS Project
7 2 (0.11%) Stata
8 1 (0.056%) AutoCAD
8 1 (0.056%) EViews
8 1 (0.056%) InDesign
8 1 (0.056%) Revit
8 1 (0.056%) S-PLUS
Business Applications
1 26 (1.46%) Oracle EBS
2 24 (1.35%) Markit EDM
3 14 (0.79%) Dynamics CRM
4 8 (0.45%) Oracle CRM
5 6 (0.34%) SAP ERP
5 6 (0.34%) SAP Oil and Gas
6 5 (0.28%) Dynamics AX
6 5 (0.28%) Oracle EBS R12
6 5 (0.28%) SAP BPC
7 4 (0.22%) Cognos TM1
7 4 (0.22%) Oracle Applications
7 4 (0.22%) SAP CO
7 4 (0.22%) SAP ECC
7 4 (0.22%) SAP FI
7 4 (0.22%) SAP FI/CO
7 4 (0.22%) SAP HR
7 4 (0.22%) SAP hybris
7 4 (0.22%) SAP MDM
8 3 (0.17%) Oracle Procure-to-Pay
8 3 (0.17%) PeopleSoft HCM
Cloud Services
1 129 (7.24%) Amazon AWS
2 68 (3.82%) Microsoft Azure
3 40 (2.25%) GitHub
4 33 (1.85%) SaaS
5 11 (0.62%) Cloud Computing
6 9 (0.51%) Amazon EC2
7 8 (0.45%) Google Cloud Platform
8 7 (0.39%) Force.com
8 7 (0.39%) Google Drive
9 6 (0.34%) Oracle CX
10 5 (0.28%) Amazon S3
10 5 (0.28%) Google Analytics
11 4 (0.22%) Heroku
11 4 (0.22%) iPaaS
11 4 (0.22%) Office 365
12 3 (0.17%) Veeva
13 2 (0.11%) Amazon Kinesis
13 2 (0.11%) PaaS
13 2 (0.11%) SmartFocus
13 2 (0.11%) SuccessFactors
Communications & Networking
1 21 (1.18%) Internet
2 14 (0.79%) HTTP
2 14 (0.79%) Multicast
2 14 (0.79%) TCP/IP
3 8 (0.45%) HTTPS
4 7 (0.39%) Skype
5 6 (0.34%) SAN
6 4 (0.22%) FTP
7 3 (0.17%) LAN
7 3 (0.17%) SNMP
7 3 (0.17%) SSH
7 3 (0.17%) SSL
7 3 (0.17%) WAN
7 3 (0.17%) Wireless
8 2 (0.11%) Ethernet
8 2 (0.11%) MPLS
9 1 (0.056%) Remote Desktop
Database & Business Intelligence
1 663 (37.23%) Data Warehouse
2 486 (27.29%) SQL Server
3 351 (19.71%) SQL Server Integration Services
4 288 (16.17%) SQL Server Reporting Services
5 225 (12.63%) Relational Database
6 201 (11.29%) SQL Server Analysis Services
7 174 (9.77%) Big Data
8 142 (7.97%) Hadoop
9 134 (7.52%) QlikView
10 124 (6.96%) BusinessObjects
11 111 (6.23%) SQL Server 2012
12 102 (5.73%) SQL Server 2008
13 93 (5.22%) MySQL
13 93 (5.22%) Oracle Database
14 85 (4.77%) Data Mart
15 84 (4.72%) NoSQL
16 78 (4.38%) Power BI
17 74 (4.15%) SQL Server 2014
18 66 (3.71%) Data Mining
18 66 (3.71%) OLAP
Development Applications
1 63 (3.54%) Git (software)
2 45 (2.53%) JIRA
3 44 (2.47%) Jenkins
4 42 (2.36%) Cucumber
5 41 (2.30%) RSpec
6 37 (2.08%) ERwin
7 29 (1.63%) Subversion
8 23 (1.29%) Talend Open Studio
9 21 (1.18%) Team Foundation Server
10 19 (1.07%) Visual Studio
11 12 (0.67%) Rational DOORS
12 10 (0.56%) JUnit
12 10 (0.56%) Oracle Forms
12 10 (0.56%) PowerDesigner
13 8 (0.45%) Eclipse
13 8 (0.45%) Selenium
13 8 (0.45%) SQL Server Management Studio (SSMS)
13 8 (0.45%) Xcode
14 7 (0.39%) Appcelerator Titanium
14 7 (0.39%) Maven
General
1 664 (37.28%) Finance
2 161 (9.04%) Banking
3 145 (8.14%) Retail
4 86 (4.83%) Marketing
5 84 (4.72%) Legal
6 67 (3.76%) Investment Banking
7 65 (3.65%) Front Office
8 58 (3.26%) Telecoms
9 56 (3.14%) Law
10 52 (2.92%) Advertising
11 42 (2.36%) Back Office
12 38 (2.13%) Financial Institution
13 28 (1.57%) Publishing
14 26 (1.46%) Games
15 13 (0.73%) French Language
16 9 (0.51%) Billing
17 8 (0.45%) Manufacturing
17 8 (0.45%) Pharmaceutical
18 5 (0.28%) General Ledger
19 4 (0.22%) Retail Banking
Job Titles
1 589 (33.07%) Developer
2 425 (23.86%) Analyst
3 372 (20.89%) Architect
4 243 (13.64%) Business Analyst
5 223 (12.52%) Data Architect
6 165 (9.26%) SQL Developer
7 155 (8.70%) Business Intelligence Developer
8 138 (7.75%) Senior Developer
9 128 (7.19%) Consultant
10 120 (6.74%) SSIS Developer
11 107 (6.01%) Data Analyst
12 78 (4.38%) Business Intelligence Consultant
13 77 (4.32%) SSRS Developer
14 66 (3.71%) ETL Developer
14 66 (3.71%) SSAS Developer
15 65 (3.65%) DBA
16 56 (3.14%) Senior Analyst
17 55 (3.09%) SQL Server Developer
18 54 (3.03%) Solutions Architect
19 51 (2.86%) Technical Architect
Libraries, Frameworks & Software Standards
1 185 (10.39%) .NET
2 120 (6.74%) XML
3 118 (6.63%) HTML
4 116 (6.51%) Web Services
5 105 (5.90%) MDX
6 98 (5.50%) CSS
7 83 (4.66%) .NET Framework
8 66 (3.71%) REST
9 62 (3.48%) AngularJS
10 48 (2.70%) HTML5
11 45 (2.53%) SOAP
12 37 (2.08%) Ruby on Rails
13 36 (2.02%) ASP.NET
14 34 (1.91%) JMS
14 34 (1.91%) Middleware
15 29 (1.63%) jQuery
16 27 (1.52%) Spring
17 23 (1.29%) J2EE
17 23 (1.29%) JSON
18 22 (1.24%) Node.js
Miscellaneous
1 507 (28.47%) Analytical Skills
2 209 (11.73%) Computer Science
3 202 (11.34%) Data Integration
4 160 (8.98%) Management Information System
5 147 (8.25%) Visualisation
6 119 (6.68%) Data Structures
7 61 (3.43%) Mathematics
8 58 (3.26%) Fixed Income
9 56 (3.14%) Statistics
10 49 (2.75%) User Experience
11 44 (2.47%) Derivative
12 36 (2.02%) Replication
13 33 (1.85%) Economics
13 33 (1.85%) Equities
13 33 (1.85%) Fintech
14 31 (1.74%) Reference Data
15 26 (1.46%) Enterprise Software
16 21 (1.18%) Hedge funds
17 17 (0.95%) Semantic Web
18 16 (0.90%) Physics
Operating Systems
1 108 (6.06%) Linux
2 99 (5.56%) Unix
3 50 (2.81%) Windows
4 16 (0.90%) Apple iOS
5 12 (0.67%) Android
6 10 (0.56%) Red Hat Enterprise Linux
7 4 (0.22%) Windows Server
8 3 (0.17%) CentOS
9 2 (0.11%) Solaris
9 2 (0.11%) Windows Server 2008
9 2 (0.11%) Windows Server 2012
10 1 (0.056%) Debian
10 1 (0.056%) Ubuntu
10 1 (0.056%) Windows 2000
10 1 (0.056%) Windows 7
10 1 (0.056%) Windows 8
10 1 (0.056%) Windows Vista
10 1 (0.056%) Windows XP
Processes & Methodologies
1 738 (41.44%) Business Intelligence
2 563 (31.61%) ETL
3 540 (30.32%) Agile Software Development
4 382 (21.45%) Analytics
5 312 (17.52%) Data Management
6 287 (16.11%) Data Architecture
7 220 (12.35%) SDLC
8 206 (11.57%) Data Analysis
9 170 (9.55%) UML
10 169 (9.49%) Business Analysis
11 160 (8.98%) SOA
12 156 (8.76%) Data Governance
13 145 (8.14%) Logical Data Model
14 143 (8.03%) Project Management
15 129 (7.24%) Scrum
16 128 (7.19%) Performance Tuning
17 126 (7.07%) Migration
18 123 (6.91%) Master Data Management
19 121 (6.79%) Enterprise Architecture
20 117 (6.57%) Stakeholder Management
Programming Languages
1 843 (47.33%) SQL
2 292 (16.40%) Java
3 182 (10.22%) T-SQL
4 168 (9.43%) Python
5 144 (8.09%) C#
6 135 (7.58%) PL/SQL
7 133 (7.47%) JavaScript
8 80 (4.49%) C++
9 76 (4.27%) VBA
10 62 (3.48%) PHP
11 54 (3.03%) Ruby
12 46 (2.58%) R
12 46 (2.58%) Shell Script
13 42 (2.36%) C
14 39 (2.19%) Scala
15 33 (1.85%) Perl
16 27 (1.52%) VB
17 26 (1.46%) Data Analysis Expressions (DAX)
18 25 (1.40%) VB.NET
19 14 (0.79%) VB6
Qualifications
1 372 (20.89%) Degree
2 49 (2.75%) ISEB
3 28 (1.57%) Security Cleared
4 21 (1.18%) PhD
5 18 (1.01%) PRINCE2 Certification
6 14 (0.79%) SAS Certification
7 13 (0.73%) SC Cleared
8 12 (0.67%) IIBA
8 12 (0.67%) PMI Certification
9 11 (0.62%) Microsoft Certification
10 10 (0.56%) MCITP
11 6 (0.34%) MBA
11 6 (0.34%) MCTS
11 6 (0.34%) PMP
12 5 (0.28%) CBAP
12 5 (0.28%) ITIL Foundation Certificate
12 5 (0.28%) MCP
13 4 (0.22%) CITP
13 4 (0.22%) ITIL Certification
14 3 (0.17%) Oracle Certification
Quality Assurance & Compliance
1 258 (14.49%) Data Quality
2 108 (6.06%) QA
3 14 (0.79%) SLA
4 12 (0.67%) JSP 440
5 9 (0.51%) MiFID
6 7 (0.39%) Solvency II
7 5 (0.28%) GAAP
8 4 (0.22%) Dodd-Frank
9 3 (0.17%) EMIR
10 2 (0.11%) COBIT
10 2 (0.11%) ISO20022
11 1 (0.056%) COREP
11 1 (0.056%) FATCA
11 1 (0.056%) FINREP
11 1 (0.056%) HL7
11 1 (0.056%) UCITS
System Software
1 14 (0.79%) Oracle RAC
2 10 (0.56%) Active Directory
3 8 (0.45%) VMware Infrastructure
4 5 (0.28%) Docker
5 4 (0.22%) HDFS
6 3 (0.17%) vCloud
7 1 (0.056%) Apache Flume
7 1 (0.056%) Virtual Machines
7 1 (0.056%) vSphere
7 1 (0.056%) Xen
Systems Management
1 44 (2.47%) Puppet
2 14 (0.79%) Ansible
3 13 (0.73%) Opscode Chef
4 8 (0.45%) Data Guard
5 4 (0.22%) Control-M
5 4 (0.22%) Oracle EDQ
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%) Netcool
7 1 (0.056%) CA Single Sign-On
7 1 (0.056%) Cobbler
7 1 (0.056%) Failover Clustering
7 1 (0.056%) Kibana
7 1 (0.056%) Mesos
7 1 (0.056%) Oozie
7 1 (0.056%) Xymon
Vendors
1 370 (20.77%) Microsoft
2 315 (17.69%) Oracle
3 165 (9.26%) Tableau
4 129 (7.24%) Informatica
5 95 (5.33%) SAP
6 67 (3.76%) Cognos
7 60 (3.37%) Salesforce.com
8 40 (2.25%) IBM
9 35 (1.97%) Teradata
10 24 (1.35%) Ab Initio
10 24 (1.35%) Google
10 24 (1.35%) Netezza
11 23 (1.29%) Talend
12 20 (1.12%) TIBCO
13 19 (1.07%) EXASOL
13 19 (1.07%) Sybase
14 18 (1.01%) Cognizant
15 16 (0.90%) Hyperion
16 15 (0.84%) MicroStrategy
17 14 (0.79%) hybris
London
Harvey Nash plc
Salary: £70000 - £75000 per annum + 10% Bonus & Excellent Package
Posted: 3 days ago
City, London
Technology People UK
Salary: Up to £65,000 + Bonus + Benefits
Posted: 3 days ago
London
Marcus Donald People
Salary: £70000 - £80000 per annum
Posted: 2 days ago
London
Lawrence Harvey Enterprise
Salary: £45000.00 - £55000.00 per annum + pension, gym, social events
Posted: 4 days ago
City, London
Robert Half
Salary: £55000 - £75000 per annum
Posted: 3 days ago
Central London / West End
Artemis Recruitment Ltd
Salary: Up to £75,000 per annum + Bonus + Benefits
Posted: 2 days ago
London
Venturi
Salary: £55000.00 - £70000.00 per annum + 10% bonus + benefits
Posted: 4 days ago
London
Salt
Salary: £40000 - £50000 per annum + Benefits
Posted: 6 days ago
City, London
Pioneer Search
Salary: £45000 - £55000 per annum + Bonus + Benefits
Posted: 3 days ago
London
Red10
Salary: £65000 - £75000 per annum
Posted: 5 days ago
London
Oliver James Associates
Salary: £65000 - £85000 per annum + Car, PMI, Flexible benefits, bonus
Posted: 2 days ago
City, London
Client Server
Salary: £40k to £52k + bonus + benefits
Posted: 3 days ago
West London
Streamline Connections
Salary: £35000 - £50000 per annum + Bonus and Benefits
Posted: 6 days ago
London
TLP Consultancy Ltd.
Salary: £50000 - £65000 per annum
Posted: 5 days ago
London
Harvey Nash plc
Salary: £80000 - £90000 per annum
Posted: 5 days ago
London
Digitech Resourcing Ltd
Salary: From £50,000 to £80,000 per annum + Package
Posted: 2 days ago
City, London
Venturi
Salary: £60000 - £75000 per annum + bonus + bens
Posted: 3 days ago
London
Information Technology Services
Salary: £60k - 80k per year + Benefits
Posted: 4 days ago
South West London
KDR
Salary: £40000 - £65000 per annum + Bonus + Pension
Posted: 6 days ago
London
Sanderson
Salary: £45000 - £65000 per annum
Posted: 4 days ago
City, London
TEKsystems
Salary: £60000 - £70000 per annum
Posted: 4 days ago
City, London
Simply Business
Salary: Competitive Salary + Benefits
Posted: 4 days ago
London
Open Select Recruitment
Salary: £45000 - £65000 per annum + bonus + benefits
Posted: 3 days ago
London
Digitech Resourcing Ltd
Salary: From £55,000 to £75,000 per annum Great Bens and onsite facilities
Posted: 3 days ago
London
Harvey Nash plc
Salary: £85000 - £100000 per annum + 15% Bonus + Impressive Benefits
Posted: 5 days ago
City, London
DCV Technologies
Salary: From £65,000 to £70,000 per annum Plus Benefits
Posted: 3 days ago
Surbiton, Surrey
Fruition IT Resources Limited
Salary: £50000 - £55000 per annum + Bonus + Benefits
Posted: 5 days ago
London
Venturi
Salary: £70000 - £75000 per annum + Bonus + Benefits
Posted: 6 days ago
City, London
Sopra Steria Recruitment
Salary: From £80,000 to £100,000 per annum
Posted: 3 days ago