The table below looks at the statistics for Data Modelling skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 4 August 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
4 Aug 2015
Same period 2014 Same period 2013
Data Modeling
Rank 169 140 157
Rank change year-on-year
-29 +17
Permanent jobs citing Data Modelling 2024 2354 1984
As % of all permanent IT jobs located in the UK 1.85% 2.02% 1.83%
As % of the Processes & Methodologies category 2.18% 2.44% 2.26%
Number of salaries quoted 1606 1884 1584
Average salary £55,000 £52,500 £52,500
Average salary % change year-on-year
+4.76% -
90% offered a salary of more than £36,000 £37,000 £36,000
10% offered a salary of more than £80,000 £80,000 £75,000
UK excluding London average salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -

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

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
92664 96389 87884
As % of all permanent IT jobs located in the UK 84.86% 82.75% 81.05%
Number of salaries quoted 75930 77539 71844
Average salary £50,000 £48,000 £47,500
Average salary % change year-on-year
+4.16% +1.05%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £75,000 £72,500 £72,500
UK excluding London average salary £45,000 £42,500 £41,000
% change year-on-year
+5.88% +3.65%

Data Modelling
Jobs Demand Trend

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

Data Modelling Jobs Demand Trend in the UK

Data Modelling
Salary Trend

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

Data Modelling Salary Trend in the UK

Data Modelling
Salary Histogram

This chart provides a salary histogram for IT jobs citing Data Modelling over the 3 months to 4 August 2015 within the UK.

Data Modelling Salary Histogram in the UK

Data Modelling
Top 30 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Modelling within the UK over the 3 months to 4 August 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -21 1916 £55,000 +4.76% 270
London -20 1004 £60,000 - 140
South East +24 337 £55,000 +10.00% 35
City of London -7 251 £62,500 - 38
Yorkshire -2 133 £50,000 +11.11% 19
East of England +33 119 £47,500 -5.00% 16
South West -28 97 £45,000 - 19
West Yorkshire -2 87 £50,000 +11.11% 13
West Midlands -31 86 £40,000 -5.88% 12
Berkshire +15 83 £63,750 +15.90% 6
Hampshire +47 80 £43,500 -3.33% 6
East Midlands +13 75 £47,500 +11.76% 4
Scotland -30 71 £47,500 +5.55% 13
Leeds +26 66 £50,000 +11.11% 12
North West -51 64 £42,500 +8.97% 21
Surrey -18 46 £47,500 -17.39% 6
Buckinghamshire +15 44 £57,500 +27.77% 4
Nottingham +9 43 £57,500 +40.73% 2
Nottinghamshire +3 43 £57,500 +40.73% 2
Manchester -19 36 £45,000 +15.38% 8
Bristol -16 35 £39,450 +21.38% 7
Glasgow -26 35 £47,500 +11.76% 7
Milton Keynes +10 34 £57,500 +9.52% 1
Edinburgh +4 34 £47,500 -10.79% 3
Gloucestershire +25 32 £47,500 +18.75% 4
Reading -14 31 £65,000 +18.18% 4
Oxfordshire -7 30 £62,500 +38.88% 6
Suffolk +19 28 £42,500 -5.55% 1
Hertfordshire -6 28 £50,000 - 5
Essex +6 25 £45,000 - 2

Data Modelling
Top 30 Related IT Skills

For the 6 months to 4 August 2015, IT jobs within the UK 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 1966 (46.24%) SQL
2 1832 (43.09%) Business Intelligence
3 1440 (33.87%) Finance
4 1409 (33.14%) Data Warehouse
5 1299 (30.55%) ETL
6 1140 (26.81%) SQL Server
7 1089 (25.61%) Oracle
8 1075 (25.28%) Agile Software Development
9 870 (20.46%) Microsoft
10 848 (19.94%) Analytics
11 827 (19.45%) Analytical Skills
12 809 (19.03%) SQL Server Integration Services
13 754 (17.73%) Degree
14 629 (14.79%) Java
15 616 (14.49%) Data Analysis
16 582 (13.69%) Data Management
17 558 (13.12%) SQL Server Reporting Services
18 555 (13.05%) Data Architecture
19 528 (12.42%) Banking
20 523 (12.30%) MS Excel
21 518 (12.18%) Business Analysis
22 503 (11.83%) Big Data
23 491 (11.55%) SQL Server Analysis Services
24 436 (10.25%) UML
25 433 (10.18%) Logical Data Model
26 432 (10.16%) Project Management
27 431 (10.14%) T-SQL
28 419 (9.85%) SAP
29 394 (9.27%) Relational Database
30 381 (8.96%) BusinessObjects

Data Modelling
Top Related IT Skills by Category

For the 6 months to 4 August 2015, IT jobs within the UK 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
1 226 (5.32%) SAS
2 139 (3.27%) SharePoint
3 61 (1.43%) Apache Pig
3 61 (1.43%) Apache Spark
4 56 (1.32%) WebLogic
5 55 (1.29%) WebSphere
6 54 (1.27%) Confluence
7 48 (1.13%) Apache
8 45 (1.06%) IIS
8 45 (1.06%) JBoss
9 34 (0.80%) Tomcat
10 33 (0.78%) NetWeaver
11 27 (0.63%) Oracle Workflow
12 25 (0.59%) Apache Solr
13 24 (0.56%) Elasticsearch
14 23 (0.54%) nginx
14 23 (0.54%) MediaWiki
15 21 (0.49%) Oracle UPK
15 21 (0.49%) BizTalk Server
16 15 (0.35%) FileNet
Applications
1 523 (12.30%) MS Excel
2 156 (3.67%) MS Office
3 123 (2.89%) MS Visio
4 113 (2.66%) SPSS
5 97 (2.28%) PowerPivot
6 50 (1.18%) MS PowerPoint
7 45 (1.06%) Spreadsheet
8 24 (0.56%) MS Project
9 5 (0.12%) MicroStation
10 4 (0.094%) OmniGraffle
11 3 (0.071%) CPLEX
12 2 (0.047%) S-PLUS
13 1 (0.024%) FastStats
13 1 (0.024%) GNU Octave
Business Applications
1 67 (1.58%) Dynamics CRM
2 64 (1.51%) Oracle EBS
3 39 (0.92%) SAP CRM
4 36 (0.85%) Cognos Business Intelligence
5 30 (0.71%) Oracle EBS R12
6 28 (0.66%) Cognos TM1
6 28 (0.66%) Dynamics AX
7 26 (0.61%) Oracle Applications
8 21 (0.49%) Oracle Financials
9 20 (0.47%) Oracle BPM
10 18 (0.42%) SAP SRM
11 16 (0.38%) BusinessWorks
12 13 (0.31%) Oracle Retail
13 12 (0.28%) SAP BPC
13 12 (0.28%) Oracle Payables
13 12 (0.28%) Oracle Receivables
13 12 (0.28%) Oracle Assets
13 12 (0.28%) Oracle General Ledger
14 11 (0.26%) Oracle 11i
14 11 (0.26%) Oracle ERP
Cloud Services
1 114 (2.68%) SaaS
2 93 (2.19%) Amazon AWS
3 64 (1.51%) Microsoft Azure
4 31 (0.73%) Force.com
5 30 (0.71%) IaaS
6 28 (0.66%) Google Analytics
7 27 (0.63%) Cloud Computing
8 25 (0.59%) PaaS
9 12 (0.28%) Amazon EMR
10 9 (0.21%) GitHub
11 8 (0.19%) Google Apps
11 8 (0.19%) Terremark
12 7 (0.16%) Boomi
13 6 (0.14%) Adobe Analytics
14 5 (0.12%) Lucidchart
15 4 (0.094%) CallidusCloud
15 4 (0.094%) Amazon EC2
15 4 (0.094%) Google Cloud Platform
16 3 (0.071%) Amazon S3
17 2 (0.047%) AWS Elastic Beanstalk
Communications & Networking
1 40 (0.94%) Internet
2 39 (0.92%) LDAP
3 32 (0.75%) Firewall
4 26 (0.61%) LAN
4 26 (0.61%) WAN
4 26 (0.61%) Network Security
5 23 (0.54%) VPN
5 23 (0.54%) IPsec
5 23 (0.54%) OSPF
5 23 (0.54%) BGP
5 23 (0.54%) EIGRP
5 23 (0.54%) IPv6
6 22 (0.52%) Broadband
7 17 (0.40%) DSL
8 8 (0.19%) Intranet
8 8 (0.19%) TCP/IP
8 8 (0.19%) HTTP
9 7 (0.16%) DNS
9 7 (0.16%) SAN
9 7 (0.16%) SSH
Database & Business Intelligence
1 1409 (33.14%) Data Warehouse
2 1140 (26.81%) SQL Server
3 809 (19.03%) SQL Server Integration Services
4 558 (13.12%) SQL Server Reporting Services
5 503 (11.83%) Big Data
6 491 (11.55%) SQL Server Analysis Services
7 394 (9.27%) Relational Database
8 381 (8.96%) BusinessObjects
9 320 (7.53%) Oracle Database
10 316 (7.43%) OLAP
11 275 (6.47%) QlikView
11 275 (6.47%) Hadoop
12 265 (6.23%) SQL Server 2008
13 242 (5.69%) Data Mining
14 204 (4.80%) Oracle BI EE
15 199 (4.68%) Oracle ODI
16 187 (4.40%) RDBMS
17 178 (4.19%) Enterprise Data Warehouse
18 171 (4.02%) Oracle Database 11g
19 170 (4.00%) Oracle Reports
Development Applications
1 141 (3.32%) ERwin
2 112 (2.63%) JIRA
3 99 (2.33%) Subversion
4 89 (2.09%) Visual Studio
5 83 (1.95%) Talend Open Studio
6 80 (1.88%) Git (software)
7 69 (1.62%) Team Foundation Server
8 64 (1.51%) Toad
9 43 (1.01%) PowerDesigner
9 43 (1.01%) Jenkins
10 40 (0.94%) JUnit
11 30 (0.71%) Oracle Forms
12 29 (0.68%) SQL Server Management Studio (SSMS)
13 27 (0.63%) Maven
14 25 (0.59%) Oracle APEX
15 24 (0.56%) Hudson
16 16 (0.38%) Rational DOORS
16 16 (0.38%) Ant
16 16 (0.38%) Eclipse
17 15 (0.35%) VSS/SourceSafe
General
1 1440 (33.87%) Finance
2 528 (12.42%) Banking
3 368 (8.65%) Retail
4 181 (4.26%) Marketing
5 137 (3.22%) Investment Banking
5 137 (3.22%) Telecoms
6 85 (2.00%) Front Office
7 75 (1.76%) Legal
8 55 (1.29%) Financial Institution
9 54 (1.27%) Back Office
10 51 (1.20%) Manufacturing
10 51 (1.20%) Advertising
11 43 (1.01%) Publishing
12 42 (0.99%) Games
12 42 (0.99%) Automotive
13 37 (0.87%) Aerospace
14 35 (0.82%) Law
15 31 (0.73%) Retail Banking
16 26 (0.61%) Pharmaceutical
16 26 (0.61%) Military
Job Titles
1 1242 (29.21%) Developer
2 1239 (29.14%) Analyst
3 768 (18.06%) Architect
4 651 (15.31%) Business Analyst
5 432 (10.16%) Data Architect
6 379 (8.91%) Consultant
7 323 (7.60%) Business Intelligence Developer
8 290 (6.82%) Data Analyst
9 201 (4.73%) Senior Developer
10 187 (4.40%) SQL Developer
11 157 (3.69%) Senior Analyst
11 157 (3.69%) Business Intelligence Consultant
12 149 (3.50%) Business Intelligence Analyst
13 145 (3.41%) Solutions Architect
14 122 (2.87%) Systems Analyst
14 122 (2.87%) Java Developer
15 112 (2.63%) Oracle Developer
15 112 (2.63%) Business Developer
16 109 (2.56%) Senior Business Analyst
17 104 (2.45%) DBA
Libraries, Frameworks & Software Standards
1 375 (8.82%) XML
2 338 (7.95%) .NET
3 255 (6.00%) Web Services
4 184 (4.33%) HTML
5 123 (2.89%) SOAP
6 120 (2.82%) CSS
6 120 (2.82%) Middleware
7 116 (2.73%) MDX
8 114 (2.68%) ASP.NET
9 111 (2.61%) J2EE
10 95 (2.23%) REST
11 90 (2.12%) jQuery
12 86 (2.02%) RESTful
13 79 (1.86%) Hibernate
14 77 (1.81%) WCF
15 76 (1.79%) Spring
16 71 (1.67%) XML Schema
17 56 (1.32%) XSLT
18 48 (1.13%) XSD
19 47 (1.11%) Java EE
Miscellaneous
1 827 (19.45%) Analytical Skills
2 363 (8.54%) Management Information System
3 356 (8.37%) Data Integration
4 282 (6.63%) Computer Science
5 273 (6.42%) Data Structures
6 232 (5.46%) Visualisation
7 157 (3.69%) Mathematics
8 111 (2.61%) Statistics
9 108 (2.54%) User Experience
10 95 (2.23%) Algorithms
11 89 (2.09%) Reference Data
12 86 (2.02%) Enterprise Software
13 71 (1.67%) Replication
14 65 (1.53%) Data Centre
15 62 (1.46%) Data Extraction
16 49 (1.15%) Data Conversion
16 49 (1.15%) Data Protection Act
17 46 (1.08%) Taxonomies
18 40 (0.94%) Client/Server
19 36 (0.85%) Physics
Operating Systems
1 212 (4.99%) Windows
2 184 (4.33%) Linux
3 183 (4.30%) UNIX
4 38 (0.89%) Windows Server 2003
5 33 (0.78%) CentOS
6 32 (0.75%) Windows XP
7 29 (0.68%) Apple iOS
8 27 (0.63%) Android
9 25 (0.59%) Windows Server 2008
9 25 (0.59%) Ubuntu
10 23 (0.54%) Debian
11 9 (0.21%) Red Hat Enterprise Linux
12 8 (0.19%) Windows 7
13 5 (0.12%) zOS
14 4 (0.094%) Windows NT
14 4 (0.094%) Windows Server 2012
15 3 (0.071%) Windows Vista
16 2 (0.047%) Oracle Linux
17 1 (0.024%) AIX
Processes & Methodologies
1 1832 (43.09%) Business Intelligence
2 1299 (30.55%) ETL
3 1075 (25.28%) Agile Software Development
4 848 (19.94%) Analytics
5 616 (14.49%) Data Analysis
6 582 (13.69%) Data Management
7 555 (13.05%) Data Architecture
8 518 (12.18%) Business Analysis
9 436 (10.25%) UML
10 433 (10.18%) Logical Data Model
11 432 (10.16%) Project Management
12 339 (7.97%) Stakeholder Management
13 335 (7.88%) SDLC
14 334 (7.86%) Scrum
15 315 (7.41%) Performance Tuning
16 291 (6.84%) Migration
17 275 (6.47%) CRM
17 275 (6.47%) Mentoring
18 266 (6.26%) SOA
19 262 (6.16%) Data Governance
Programming Languages
1 1966 (46.24%) SQL
2 629 (14.79%) Java
3 431 (10.14%) T-SQL
4 334 (7.86%) C#
5 269 (6.33%) PL/SQL
6 254 (5.97%) JavaScript
7 150 (3.53%) R
8 122 (2.87%) Python
9 108 (2.54%) C++
10 101 (2.38%) VBA
11 96 (2.26%) PHP
12 84 (1.98%) C
13 77 (1.81%) Shell Script
14 67 (1.58%) VB
15 63 (1.48%) Perl
16 57 (1.34%) ABAP
17 48 (1.13%) Bash Shell
18 44 (1.03%) MATLAB
19 40 (0.94%) Ruby
19 40 (0.94%) VB.NET
Qualifications
1 754 (17.73%) Degree
2 114 (2.68%) Security Cleared
3 81 (1.90%) ISEB
4 32 (0.75%) Oracle Certification
4 32 (0.75%) SC Cleared
4 32 (0.75%) DV Cleared
5 24 (0.56%) Microsoft Certification
6 20 (0.47%) OCP
7 19 (0.45%) PhD
7 19 (0.45%) IIBA
8 17 (0.40%) MBA
9 14 (0.33%) Postgraduate
10 13 (0.31%) ISTQB
11 12 (0.28%) MCITP
11 12 (0.28%) PMI Certification
12 11 (0.26%) CBAP
13 8 (0.19%) PRINCE2 Practitioner
13 8 (0.19%) HND
14 7 (0.16%) PMP
14 7 (0.16%) CIMA
Quality Assurance & Compliance
1 272 (6.40%) QA
2 196 (4.61%) Data Quality
3 51 (1.20%) SLA
4 23 (0.54%) MiFID
4 23 (0.54%) EMIR
5 22 (0.52%) CRD IV
6 14 (0.33%) ISO 9001
7 11 (0.26%) Solvency II
8 9 (0.21%) Sarbanes-Oxley
8 9 (0.21%) ISO/IEC 27001
9 5 (0.12%) COBIT
9 5 (0.12%) ISO 14001
10 3 (0.071%) Dodd-Frank
10 3 (0.071%) FATCA
10 3 (0.071%) PCI DSS
11 2 (0.047%) DO-178B
11 2 (0.047%) Basel III
12 1 (0.024%) TickIT
12 1 (0.024%) ISO 9000
System Software
1 32 (0.75%) VMware Infrastructure
2 31 (0.73%) Active Directory
3 26 (0.61%) HDFS
4 23 (0.54%) iptables
4 23 (0.54%) Samba
4 23 (0.54%) Postfix
4 23 (0.54%) XenServer
5 15 (0.35%) Oracle RAC
6 10 (0.24%) Apache Flume
7 6 (0.14%) GPFS
7 6 (0.14%) Oracle Clusterware
8 4 (0.094%) XenApp
8 4 (0.094%) VMware ESX
9 3 (0.071%) vSphere
10 1 (0.024%) Varnish
10 1 (0.024%) Cronacle
10 1 (0.024%) XenDesktop
Systems Management
1 33 (0.78%) Puppet
2 27 (0.63%) Opscode Chef
2 27 (0.63%) HP Quality Center
3 23 (0.54%) ZABBIX
4 17 (0.40%) Salt
5 13 (0.31%) Data Guard
6 11 (0.26%) Oracle Enterprise Manager
6 11 (0.26%) Oracle RMAN
7 10 (0.24%) Ansible
8 8 (0.19%) Oozie
9 6 (0.14%) Oracle EDQ
9 6 (0.14%) Oracle Flashback
10 5 (0.12%) Hadoop YARN
11 4 (0.094%) SCCM
12 2 (0.047%) Control-M
13 1 (0.024%) TIBCO Hawk
13 1 (0.024%) EMC NetWorker
Vendors
1 1089 (25.61%) Oracle
2 870 (20.46%) Microsoft
3 419 (9.85%) SAP
4 329 (7.74%) Tableau
5 323 (7.60%) Cognos
6 291 (6.84%) IBM
7 285 (6.70%) Informatica
8 186 (4.37%) Teradata
9 92 (2.16%) Sybase
10 90 (2.12%) Salesforce.com
11 86 (2.02%) MicroStrategy
12 83 (1.95%) Talend
13 68 (1.60%) Ab Initio
14 58 (1.36%) Hyperion
15 56 (1.32%) Google
16 54 (1.27%) Netezza
17 44 (1.03%) Trillium
18 41 (0.96%) hybris
19 35 (0.82%) DataFlux
20 33 (0.78%) VMware
Milton Keynes, Buckinghamshire
Ashdown IT
Salary: £50000 - £60000 per annum
Posted: 1 hour ago
Brentwood, Essex
Ashdown IT
Salary: £32000 - £40000 per annum + bonus
Posted: 1 hour ago
London
Lifecycle Resources Ltd
Salary: bonus and benefits
Posted: 1 hour ago
London
Harvey Nash plc
Salary: £50000 - £60000 per annum + Excellent package
Posted: 2 hours ago
Oxfordshire
Spring Technology
Salary: £30000.00 - £35000.00 per annum
Posted: 2 hours ago
Feltham, Middlesex
Talent Crew
Salary: £70000 - £100000 per annum + OTE
Posted: 3 hours ago
London
EXCELerate
Salary: Circa £85k plus Car Allowance, Health care and pension
Posted: 3 hours ago
Nottingham, Nottinghamshire
Monarch Recruitment
Salary: £30000 - £40000 per annum
Posted: 3 hours ago
Dunfermline, Fife
Aston Carter
Salary: £30000 - £40000 per annum + benefits
Posted: 4 hours ago
City, London
McGregor Boyall
Salary: £70000 - £80000 per annum + Benefits
Posted: 4 hours ago
Glasgow, Lanarkshire
Harvey Nash plc
Posted: 4 hours ago
Reading, Berkshire
Arrows Group
Salary: £60000 - £70000 per annum + Bonus + Benefits
Posted: 5 hours ago
London
Experis Ltd
Salary: £65000 - £70000 per annum + Benefits
Posted: 8 hours ago
London
Experis Ltd
Salary: £65000 - £70000 per annum + benefits
Posted: 8 hours ago
West Bromwich, West Midlands
Hays UK - Midlands and Lancashire CSU
Salary: Benefits
Posted: 14 hours ago
Leyland, Lancashire
Hays UK - Midlands and Lancashire CSU
Salary: Benefits
Posted: 14 hours ago
United Kingdom
Next Ventures Ltd
Posted: 14 hours ago
Leyland, Lancashire
Hays UK - Midlands and Lancashire CSU
Salary: Benefits
Posted: 14 hours ago
Leyland, Lancashire
Hays UK - Midlands and Lancashire CSU
Salary: Benefits
Posted: 14 hours ago
Oxfordshire
KDR Recruitment Ltd
Salary: £45k - £58k per annum + 5-20% bonus, Pension, Life Assurance
Posted: 14 hours ago