The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the City of London region. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 24 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
24 Oct 2014
Same period 2013 Same period 2012
Data Modeling
Rank 116 102 118
Rank change year-on-year
-14 +16
Permanent jobs citing Data Modelling 248 337 276
As % of all permanent IT jobs located in the City of London 2.23% 2.77% 2.30%
As % of the Processes & Methodologies category 2.73% 3.38% 2.86%
Number of salaries quoted 222 296 232
Average salary £60,000 £62,500 £60,000
Average salary % change year-on-year
-4.00% +4.16%
90% offered a salary of more than £45,000 £44,000 £41,050
10% offered a salary of more than £82,500 £85,000 £77,500
UK excluding London average salary £45,000 £45,500 £46,000
% change year-on-year
-1.09% -1.08%
Data Modelling
London

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

Processes & Methodologies Category
City of London
Permanent IT job ads with a match in the
Processes & Methodologies category
9069 9979 9645
As % of all permanent IT jobs located in the City of London 81.57% 82.02% 80.44%
Number of salaries quoted 7756 8614 8791
Average salary £57,500 £57,500 £55,000
Average salary % change year-on-year
- +4.54%
90% offered a salary of more than £39,000 £37,500 £36,000
10% offered a salary of more than £80,000 £80,000 £82,500
UK excluding London average salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

Data Modelling
Jobs Demand Trend in the City of London

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the City of London region as a proportion of the total demand within the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in the City of London

Data Modelling
Salary Trend in the City of London

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

Data Modelling Salary Trend in the City of London

Data Modelling
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Data Modelling across the City of London region over the 3 months to 24 October 2014.

Data Modelling Salary Histogram in the City of London

Data Modelling
Top 30 Related IT Skills in the City of London

For the 6 months to 24 October 2014, IT jobs across the City of London region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling.

1 360 (60.30%) SQL
2 253 (42.38%) Finance
3 245 (41.04%) Data Warehouse
4 216 (36.18%) Business Intelligence
5 214 (35.85%) SQL Server
6 189 (31.66%) ETL
7 163 (27.30%) Oracle
8 149 (24.96%) SQL Server Integration Services
9 137 (22.95%) Degree
10 135 (22.61%) Agile Software Development
11 133 (22.28%) Microsoft
12 129 (21.61%) SQL Server Reporting Services
13 123 (20.60%) Java
14 116 (19.43%) Data Architecture
15 114 (19.10%) SQL Server Analysis Services
16 106 (17.76%) Analytics
16 106 (17.76%) Relational Database
17 105 (17.59%) T-SQL
18 103 (17.25%) Analytical Skills
19 102 (17.09%) Data Management
20 99 (16.58%) Banking
21 96 (16.08%) .NET
22 94 (15.75%) MS Excel
23 93 (15.58%) Data Analysis
24 82 (13.74%) XML
24 82 (13.74%) SQL Server 2008
25 78 (13.07%) SAS
26 77 (12.90%) C#
27 76 (12.73%) Big Data
28 69 (11.56%) OLAP

Data Modelling
Top Related IT Skills in the City of London by Category

For the 6 months to 24 October 2014, IT jobs across the City of London region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 78 (13.07%) SAS
2 25 (4.19%) SharePoint
3 21 (3.52%) Apache Pig
4 19 (3.18%) WebLogic
5 13 (2.18%) BizTalk Server
5 13 (2.18%) WebSphere
6 12 (2.01%) JBoss
7 8 (1.34%) Tomcat
8 7 (1.17%) CMS
9 6 (1.01%) IIS
10 5 (0.84%) IBM Notes
10 5 (0.84%) Sitecore CMS
11 4 (0.67%) MQSeries
11 4 (0.67%) Node.js
11 4 (0.67%) NServiceBus
12 3 (0.50%) SharePoint 2010
13 2 (0.34%) Confluence
13 2 (0.34%) Alfresco
13 2 (0.34%) Oracle Coherence
14 1 (0.17%) Umbraco
Applications
1 94 (15.75%) MS Excel
2 34 (5.70%) MS Office
3 31 (5.19%) SPSS
4 27 (4.52%) CPLEX
5 19 (3.18%) MS Visio
6 8 (1.34%) MS PowerPoint
6 8 (1.34%) Spreadsheet
7 5 (0.84%) PowerPivot
8 4 (0.67%) MS Project
9 2 (0.34%) OmniGraffle
10 1 (0.17%) Vensim
10 1 (0.17%) FastStats
Business Applications
1 11 (1.84%) Dynamics CRM
1 11 (1.84%) Markit EDM
2 3 (0.50%) SAP BPC
2 3 (0.50%) Oracle BPM
2 3 (0.50%) Loan IQ
3 2 (0.34%) BusinessWorks
3 2 (0.34%) Cognos TM1
3 2 (0.34%) Remedy ITSM
4 1 (0.17%) Oracle EBS R12
4 1 (0.17%) Misys Midas
4 1 (0.17%) FRx
4 1 (0.17%) Cognos Business Intelligence
4 1 (0.17%) SAP ERP
4 1 (0.17%) Oracle Retail
4 1 (0.17%) Oracle Procure-to-Pay
Cloud Services
1 20 (3.35%) Microsoft Azure
2 9 (1.51%) SaaS
3 6 (1.01%) PaaS
3 6 (1.01%) IaaS
4 4 (0.67%) Amazon AWS
5 2 (0.34%) LucidChart
6 1 (0.17%) Force.com
Communications & Networking
1 15 (2.51%) Intranet
2 3 (0.50%) Internet
2 3 (0.50%) HTTP
3 2 (0.34%) LDAP
3 2 (0.34%) GSM
3 2 (0.34%) VoIP
3 2 (0.34%) SAN
4 1 (0.17%) SNMP
4 1 (0.17%) TCP/IP
4 1 (0.17%) MPLS
4 1 (0.17%) Firewall
4 1 (0.17%) Wireless
4 1 (0.17%) VLAN
4 1 (0.17%) Unified Communications
4 1 (0.17%) Modbus
Database & Business Intelligence
1 245 (41.04%) Data Warehouse
2 214 (35.85%) SQL Server
3 149 (24.96%) SQL Server Integration Services
4 129 (21.61%) SQL Server Reporting Services
5 114 (19.10%) SQL Server Analysis Services
6 106 (17.76%) Relational Database
7 82 (13.74%) SQL Server 2008
8 76 (12.73%) Big Data
9 69 (11.56%) OLAP
10 62 (10.39%) Hadoop
11 52 (8.71%) SQL Server 2012
12 42 (7.04%) QlikView
13 38 (6.37%) Oracle Database
14 37 (6.20%) Data Mining
15 35 (5.86%) Data Mart
16 30 (5.03%) RDBMS
17 29 (4.86%) Oracle BI EE
18 25 (4.19%) MongoDB
18 25 (4.19%) Microsoft Analysis Services
19 23 (3.85%) Oracle OLAP
Development Applications
1 32 (5.36%) ERwin
2 24 (4.02%) Team Foundation Server
3 23 (3.85%) Talend Open Studio
4 21 (3.52%) JIRA
5 15 (2.51%) JUnit
5 15 (2.51%) SQL Server Management Studio (SSMS)
6 13 (2.18%) Subversion
7 10 (1.68%) Git (software)
7 10 (1.68%) Visual Studio
8 9 (1.51%) PowerDesigner
9 8 (1.34%) Oracle Forms
10 6 (1.01%) JMeter
10 6 (1.01%) Bugzilla
10 6 (1.01%) NUnit
10 6 (1.01%) Selenium
11 5 (0.84%) Atlassian Bamboo
11 5 (0.84%) Jasmine
11 5 (0.84%) WebStorm
11 5 (0.84%) XMLUnit
12 4 (0.67%) PowerBuilder
General
1 253 (42.38%) Finance
2 99 (16.58%) Banking
3 42 (7.04%) Retail
4 38 (6.37%) Investment Banking
5 25 (4.19%) Front Office
6 20 (3.35%) Publishing
7 19 (3.18%) Telecoms
8 13 (2.18%) Back Office
9 12 (2.01%) Legal
9 12 (2.01%) Marketing
10 8 (1.34%) International Banking
11 5 (0.84%) Advertising
11 5 (0.84%) Pharmaceutical
11 5 (0.84%) Financial Institution
12 2 (0.34%) Law
12 2 (0.34%) Private Banking
12 2 (0.34%) German Language
13 1 (0.17%) French Language
13 1 (0.17%) Games
13 1 (0.17%) General Ledger
Job Titles
1 216 (36.18%) Developer
2 132 (22.11%) Architect
3 130 (21.78%) Analyst
4 75 (12.56%) Business Analyst
5 58 (9.72%) Business Intelligence Developer
6 56 (9.38%) Data Architect
7 40 (6.70%) Consultant
8 36 (6.03%) Senior Developer
9 35 (5.86%) Data Analyst
9 35 (5.86%) Java Developer
9 35 (5.86%) Data Scientist
10 34 (5.70%) SQL Developer
11 29 (4.86%) DBA
12 27 (4.52%) ETL Developer
13 19 (3.18%) Business Developer
13 19 (3.18%) Administrator
14 18 (3.02%) Analyst Developer
14 18 (3.02%) Solutions Architect
15 17 (2.85%) SQL DBA
15 17 (2.85%) Data Manager
Libraries, Frameworks & Software Standards
1 96 (16.08%) .NET
2 82 (13.74%) XML
3 54 (9.05%) Web Services
4 50 (8.38%) HTML
5 45 (7.54%) CSS
6 36 (6.03%) J2EE
7 33 (5.53%) Spring
7 33 (5.53%) MDX
8 32 (5.36%) ASP.NET
9 31 (5.19%) Hibernate
10 21 (3.52%) Java EE
11 16 (2.68%) WCF
12 15 (2.51%) Servlets
12 15 (2.51%) XSL
13 14 (2.35%) XSD
13 14 (2.35%) Ajax
14 11 (1.84%) RESTful
15 9 (1.51%) ASP.NET MVC
15 9 (1.51%) GWT
15 9 (1.51%) jQuery
Miscellaneous
1 103 (17.25%) Analytical Skills
2 65 (10.89%) Computer Science
3 60 (10.05%) Visualisation
4 53 (8.88%) Data Integration
5 37 (6.20%) Digital Media
5 37 (6.20%) Algorithms
5 37 (6.20%) Mathematics
5 37 (6.20%) Economics
6 36 (6.03%) Data Structures
7 34 (5.70%) Statistics
8 29 (4.86%) Applied Mathematics
9 27 (4.52%) Neural Network
10 26 (4.36%) Management Information System
11 23 (3.85%) Derivative
11 23 (3.85%) Reference Data
12 16 (2.68%) User Experience
13 13 (2.18%) Physics
13 13 (2.18%) Fixed Income
14 11 (1.84%) Artificial Intelligence
14 11 (1.84%) Clustering
Operating Systems
1 42 (7.04%) Linux
2 36 (6.03%) UNIX
3 32 (5.36%) Windows
4 3 (0.50%) Solaris
4 3 (0.50%) Android
4 3 (0.50%) Oracle Linux
5 2 (0.34%) Apple iOS
6 1 (0.17%) Red Hat Enterprise Linux
Processes & Methodologies
1 216 (36.18%) Business Intelligence
2 189 (31.66%) ETL
3 135 (22.61%) Agile Software Development
4 116 (19.43%) Data Architecture
5 106 (17.76%) Analytics
6 102 (17.09%) Data Management
7 93 (15.58%) Data Analysis
8 69 (11.56%) Business Analysis
9 67 (11.22%) Scrum
10 58 (9.72%) OO
11 57 (9.55%) CRM
12 54 (9.05%) Data Governance
13 50 (8.38%) TOGAF
14 46 (7.71%) UML
14 46 (7.71%) Performance Tuning
15 44 (7.37%) Migration
16 40 (6.70%) Project Management
17 38 (6.37%) TDD
17 38 (6.37%) Waterfall
18 37 (6.20%) Kimball Methodology
Programming Languages
1 360 (60.30%) SQL
2 123 (20.60%) Java
3 105 (17.59%) T-SQL
4 77 (12.90%) C#
5 51 (8.54%) C++
6 49 (8.21%) Python
7 45 (7.54%) JavaScript
8 30 (5.03%) MATLAB
8 30 (5.03%) R
9 20 (3.35%) C
10 19 (3.18%) PL/SQL
11 18 (3.02%) Ruby
12 15 (2.51%) Shell Script
13 11 (1.84%) Clojure
14 10 (1.68%) Groovy
14 10 (1.68%) VB
15 9 (1.51%) VBA
15 9 (1.51%) Perl
16 5 (0.84%) XPath
17 3 (0.50%) VB6
Qualifications
1 137 (22.95%) Degree
2 30 (5.03%) PhD
3 13 (2.18%) Microsoft Certification
4 7 (1.17%) MCITP
5 6 (1.01%) ISEB
6 5 (0.84%) MCSE
7 3 (0.50%) IIBA
7 3 (0.50%) PMI Certification
8 2 (0.34%) SAP Certification
8 2 (0.34%) Security Cleared
8 2 (0.34%) MCTS
9 1 (0.17%) SC Cleared
9 1 (0.17%) DV Cleared
9 1 (0.17%) CBAP
9 1 (0.17%) MBA
9 1 (0.17%) OCPJP
9 1 (0.17%) Cisco Certification
9 1 (0.17%) MCP
9 1 (0.17%) MCAD
Quality Assurance & Compliance
1 35 (5.86%) QA
2 16 (2.68%) Data Quality
3 10 (1.68%) ISO 9001
4 4 (0.67%) Solvency II
5 1 (0.17%) SLA
5 1 (0.17%) COBIT
5 1 (0.17%) HL7
5 1 (0.17%) GPG13
5 1 (0.17%) EMIR
5 1 (0.17%) Dodd-Frank
5 1 (0.17%) COREP
System Software
1 5 (0.84%) Oracle RAC
2 3 (0.50%) VMware ESX
3 2 (0.34%) Oracle RMAN
4 1 (0.17%) VMware Infrastructure
4 1 (0.17%) VMware ESXi
4 1 (0.17%) Apache ZooKeeper
Systems Management
1 4 (0.67%) Control-M
2 2 (0.34%) Data Guard
2 2 (0.34%) Opscode Chef
3 1 (0.17%) SCOrch
3 1 (0.17%) Puppet
3 1 (0.17%) SCOM
Vendors
1 163 (27.30%) Oracle
2 133 (22.28%) Microsoft
3 64 (10.72%) Business Objects
4 63 (10.55%) Cognos
5 38 (6.37%) Teradata
6 32 (5.36%) Tableau
7 31 (5.19%) Sybase
7 31 (5.19%) IBM
8 26 (4.36%) Informatica
9 23 (3.85%) Talend
10 20 (3.35%) Trillium
11 19 (3.18%) DataFlux
12 17 (2.85%) SAP
12 17 (2.85%) Adobe
13 12 (2.01%) Ab Initio
14 11 (1.84%) ATG
15 6 (1.01%) MicroStrategy
15 6 (1.01%) Siebel
15 6 (1.01%) Atlassian
16 5 (0.84%) EPiServer
City, London
Lorien Resourcing
Salary: £85000 - £95000 per annum + BONUS + BENEFITS
Posted: 1 hour ago
City, London
Ashdown IT
Salary: £65000 - £80000 per annum
Posted: Yesterday
City, London
Asset Resourcing Ltd
Salary: £52000 - £60000 per annum + Bonus + Benefits
Posted: Yesterday
City, London
Executive Recruitment Services (ERS)
Salary: £40000 - £50000 per annum
Posted: Yesterday
City, London
McGregor Boyall
Salary: £50000 - £60000 per annum
Posted: 2 days ago
City, London
McGregor Boyall
Salary: £55000 - £60000 per annum
Posted: 2 days ago
City, London
Oscar Associates (UK) Ltd
Salary: £25000 - £35000 per annum
Posted: 2 days ago
City, London
Connectus
Salary: £45000 - £60000 per annum + Bonus + Benefits
Posted: 2 days ago
City, London
Connectus
Salary: £45000 - £65000 per annum + Bonus
Posted: 2 days ago
City, London
Connectus
Salary: £45000 - £65000 per annum + Bonus + Benefits
Posted: 2 days ago
City, London
Austin Fraser
Salary: £50000 - £65000.00 per annum + BENEFITS
Posted: 3 days ago
City, London
Cognizant
Posted: 3 days ago
City, London
Connectus
Salary: £55000 - £70000 per annum + Bonus + Benefits
Posted: 3 days ago
City, London
Client Server
Salary: £65k to £70k + bonus + benefits
Posted: 4 days ago
City, London
Streamline Connections
Salary: £350 - £440 per day
Posted: 4 days ago
City, London
Dupen Recruitment Services
Salary: £60000 - £75000 per annum + good range of benefits
Posted: 4 days ago
City, London
Cognizant
Posted: 10 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 22 days ago