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 1 September 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
1 Sep 2015
Same period 2014 Same period 2013
Data Modeling
Rank 157 144 148
Rank change year-on-year
-13 +4
Permanent jobs citing Data Modelling 2147 2301 2059
As % of all permanent IT jobs located in the UK 1.93% 1.98% 1.94%
As % of the Processes & Methodologies category 2.27% 2.39% 2.37%
Number of salaries quoted 1718 1797 1656
Average salary £55,000 £52,000 £52,500
Average salary % change year-on-year
+5.76% -0.95%
90% offered a salary of more than £36,500 £37,309 £37,150
10% offered a salary of more than £82,500 £77,500 £75,000
UK excluding London average salary £50,000 £45,000 £45,000
% change year-on-year
+11.11% -

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
94518 96399 86950
As % of all permanent IT jobs located in the UK 85.17% 82.80% 81.73%
Number of salaries quoted 77981 76960 71128
Average salary £50,000 £47,500 £47,500
Average salary % change year-on-year
+5.26% -
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £75,000 £72,500 £72,500
UK excluding London average salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%

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 1 September 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 1 September 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 -14 2023 £55,000 +4.76% 257
London -23 1052 £60,000 +2.56% 120
South East +36 381 £55,000 +10.00% 55
City of London +6 242 £62,500 +1.78% 29
Yorkshire +16 141 £50,000 +11.11% 11
Berkshire +46 108 £65,000 +30.00% 13
East of England +20 105 £43,250 -13.50% 9
South West -27 101 £45,000 +5.88% 16
West Midlands -5 97 £42,500 - 12
West Yorkshire +6 95 £50,000 +11.11% 5
North West -21 82 £43,596 +11.78% 21
Hampshire +55 78 £45,000 -2.70% 13
Leeds +22 72 £50,000 +11.11% 5
Scotland -37 72 £47,500 +11.76% 11
East Midlands +6 66 £55,000 +29.41% 6
Surrey -31 50 £50,000 -16.66% 11
Manchester 0 48 £52,500 +34.61% 13
Buckinghamshire -3 47 £51,250 +13.88% 1
Edinburgh +11 44 £47,500 +18.75% 8
Nottingham +13 41 £57,500 +64.28% 2
Nottinghamshire +2 41 £57,500 +64.28% 2
Oxfordshire +11 40 £57,500 +27.77% 4
Reading -8 37 £65,000 +8.33% 3
Milton Keynes +5 33 £42,500 -19.04%
Bristol -25 32 £40,000 +23.07% 6
East Sussex +26 29 £55,000 +37.50% 2
Birmingham 0 29 £48,500 +7.77% 5
Brighton +32 27 £50,000 +25.00%
Glasgow -47 27 £47,500 +11.76% 2
Slough +8 26 £55,750 +31.17% 7

Data Modelling
Top 30 Related IT Skills

For the 6 months to 1 September 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 1945 (45.68%) SQL
2 1824 (42.84%) Business Intelligence
3 1431 (33.61%) Finance
4 1388 (32.60%) Data Warehouse
5 1249 (29.33%) ETL
6 1158 (27.20%) SQL Server
7 1109 (26.05%) Agile Software Development
8 1066 (25.04%) Oracle
9 937 (22.01%) Microsoft
10 837 (19.66%) Analytics
11 831 (19.52%) Analytical Skills
12 804 (18.88%) SQL Server Integration Services
13 768 (18.04%) Degree
14 612 (14.37%) Data Analysis
15 604 (14.19%) Data Management
16 603 (14.16%) Java
17 563 (13.22%) Data Architecture
18 554 (13.01%) SQL Server Reporting Services
19 530 (12.45%) MS Excel
20 526 (12.35%) Banking
21 504 (11.84%) Business Analysis
22 501 (11.77%) Big Data
23 489 (11.48%) SQL Server Analysis Services
24 467 (10.97%) Logical Data Model
25 437 (10.26%) T-SQL
26 425 (9.98%) UML
27 422 (9.91%) Project Management
28 408 (9.58%) Relational Database
29 385 (9.04%) SAP
30 376 (8.83%) Data Integration

Data Modelling
Top Related IT Skills by Category

For the 6 months to 1 September 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
1 218 (5.12%) SAS
2 159 (3.73%) SharePoint
3 66 (1.55%) Confluence
4 65 (1.53%) Apache Spark
5 63 (1.48%) Apache Pig
6 56 (1.32%) WebLogic
7 50 (1.17%) WebSphere
8 41 (0.96%) IIS
8 41 (0.96%) Apache
9 38 (0.89%) JBoss
10 34 (0.80%) NetWeaver
11 32 (0.75%) Tomcat
12 30 (0.70%) Oracle Workflow
12 30 (0.70%) Elasticsearch
13 26 (0.61%) BizTalk Server
14 23 (0.54%) Apache Solr
14 23 (0.54%) Oracle UPK
15 22 (0.52%) nginx
15 22 (0.52%) MediaWiki
15 22 (0.52%) CMS
Applications
1 530 (12.45%) MS Excel
2 181 (4.25%) MS Office
3 126 (2.96%) MS Visio
4 103 (2.42%) PowerPivot
5 102 (2.40%) SPSS
6 47 (1.10%) 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 (0.070%) CPLEX
11 3 (0.070%) FastStats
12 2 (0.047%) S-PLUS
12 2 (0.047%) Stata
12 2 (0.047%) GNU Octave
Business Applications
1 79 (1.86%) Dynamics CRM
2 63 (1.48%) Oracle EBS
3 38 (0.89%) SAP CRM
4 31 (0.73%) Oracle Applications
5 29 (0.68%) Cognos Business Intelligence
6 27 (0.63%) Oracle EBS R12
6 27 (0.63%) Dynamics AX
7 25 (0.59%) Cognos TM1
7 25 (0.59%) SAP SRM
8 24 (0.56%) Oracle Financials
9 15 (0.35%) Oracle General Ledger
9 15 (0.35%) SAP BPC
9 15 (0.35%) Oracle BPM
9 15 (0.35%) Oracle Payables
9 15 (0.35%) Oracle Receivables
9 15 (0.35%) Oracle Assets
10 13 (0.31%) Oracle Retail
10 13 (0.31%) SAP MM
11 12 (0.28%) Oracle 11i
11 12 (0.28%) SAP HR
Cloud Services
1 114 (2.68%) SaaS
2 92 (2.16%) Amazon AWS
3 73 (1.71%) Microsoft Azure
4 31 (0.73%) Google Analytics
5 26 (0.61%) IaaS
6 24 (0.56%) Force.com
7 22 (0.52%) Cloud Computing
8 19 (0.45%) PaaS
9 15 (0.35%) GitHub
10 11 (0.26%) Amazon EMR
11 9 (0.21%) Adobe Analytics
12 6 (0.14%) Office 365
13 5 (0.12%) Lucidchart
14 4 (0.094%) Terremark
14 4 (0.094%) Google Apps
14 4 (0.094%) CallidusCloud
15 3 (0.070%) Boomi
15 3 (0.070%) Amazon EC2
16 2 (0.047%) Google Cloud Platform
17 1 (0.023%) Amazon SQS
Communications & Networking
1 36 (0.85%) LDAP
2 28 (0.66%) Internet
3 27 (0.63%) Firewall
4 25 (0.59%) Broadband
4 25 (0.59%) LAN
4 25 (0.59%) WAN
4 25 (0.59%) Network Security
5 22 (0.52%) VPN
5 22 (0.52%) OSPF
5 22 (0.52%) BGP
5 22 (0.52%) EIGRP
5 22 (0.52%) IPsec
5 22 (0.52%) IPv6
6 16 (0.38%) DSL
7 12 (0.28%) TCP/IP
8 9 (0.21%) Intranet
9 8 (0.19%) SAN
9 8 (0.19%) FTP
9 8 (0.19%) HTTP
10 5 (0.12%) VoIP
Database & Business Intelligence
1 1388 (32.60%) Data Warehouse
2 1158 (27.20%) SQL Server
3 804 (18.88%) SQL Server Integration Services
4 554 (13.01%) SQL Server Reporting Services
5 501 (11.77%) Big Data
6 489 (11.48%) SQL Server Analysis Services
7 408 (9.58%) Relational Database
8 345 (8.10%) BusinessObjects
9 296 (6.95%) Oracle Database
10 277 (6.51%) Hadoop
11 274 (6.43%) OLAP
12 268 (6.29%) SQL Server 2008
13 256 (6.01%) QlikView
14 215 (5.05%) Data Mining
15 207 (4.86%) RDBMS
16 186 (4.37%) Oracle BI EE
17 180 (4.23%) Oracle ODI
18 177 (4.16%) Enterprise Data Warehouse
19 175 (4.11%) NoSQL
20 168 (3.95%) Oracle Database 11g
Development Applications
1 156 (3.66%) ERwin
2 126 (2.96%) JIRA
3 121 (2.84%) Subversion
4 108 (2.54%) Visual Studio
5 103 (2.42%) Team Foundation Server
6 81 (1.90%) Talend Open Studio
7 79 (1.86%) Git (software)
8 58 (1.36%) Toad
9 46 (1.08%) JUnit
10 44 (1.03%) Jenkins
11 42 (0.99%) PowerDesigner
12 35 (0.82%) Oracle Forms
13 33 (0.78%) Maven
14 32 (0.75%) SQL Server Management Studio (SSMS)
15 28 (0.66%) Oracle APEX
16 22 (0.52%) Hudson
17 19 (0.45%) Ant
18 17 (0.40%) Eclipse
18 17 (0.40%) Balsamiq Mockups
19 14 (0.33%) Rational DOORS
General
1 1431 (33.61%) Finance
2 526 (12.35%) Banking
3 375 (8.81%) Retail
4 195 (4.58%) Marketing
5 131 (3.08%) Investment Banking
6 129 (3.03%) Telecoms
7 91 (2.14%) Front Office
8 77 (1.81%) Legal
9 63 (1.48%) Financial Institution
10 51 (1.20%) Back Office
11 49 (1.15%) Manufacturing
12 48 (1.13%) Advertising
13 42 (0.99%) Games
14 40 (0.94%) Automotive
14 40 (0.94%) Law
15 39 (0.92%) Publishing
15 39 (0.92%) Retail Banking
16 35 (0.82%) Pharmaceutical
17 29 (0.68%) Aerospace
18 24 (0.56%) Military
Job Titles
1 1244 (29.22%) Analyst
2 1214 (28.51%) Developer
3 760 (17.85%) Architect
4 696 (16.35%) Business Analyst
5 430 (10.10%) Data Architect
6 356 (8.36%) Consultant
7 318 (7.47%) Business Intelligence Developer
8 282 (6.62%) Data Analyst
9 216 (5.07%) Senior Developer
10 189 (4.44%) SQL Developer
11 150 (3.52%) Senior Analyst
12 145 (3.41%) Solutions Architect
13 144 (3.38%) Business Intelligence Consultant
14 134 (3.15%) Business Intelligence Analyst
15 120 (2.82%) Systems Analyst
15 120 (2.82%) Business Developer
16 118 (2.77%) Java Developer
17 109 (2.56%) Oracle Developer
18 104 (2.44%) Senior Business Analyst
19 103 (2.42%) DBA
Libraries, Frameworks & Software Standards
1 356 (8.36%) XML
2 353 (8.29%) .NET
3 256 (6.01%) Web Services
4 166 (3.90%) HTML
5 128 (3.01%) SOAP
6 117 (2.75%) ASP.NET
6 117 (2.75%) MDX
7 115 (2.70%) CSS
8 112 (2.63%) Middleware
9 111 (2.61%) J2EE
10 98 (2.30%) REST
11 90 (2.11%) jQuery
12 81 (1.90%) RESTful
13 77 (1.81%) Spring
14 74 (1.74%) Hibernate
15 68 (1.60%) WCF
16 64 (1.50%) XML Schema
17 51 (1.20%) Java EE
17 51 (1.20%) .NET Framework
18 48 (1.13%) XSD
Miscellaneous
1 831 (19.52%) Analytical Skills
2 376 (8.83%) Data Integration
3 365 (8.57%) Management Information System
4 311 (7.30%) Computer Science
5 300 (7.05%) Data Structures
6 236 (5.54%) Visualisation
7 171 (4.02%) Mathematics
8 119 (2.79%) Statistics
9 107 (2.51%) Algorithms
10 106 (2.49%) User Experience
11 84 (1.97%) Reference Data
12 81 (1.90%) Enterprise Software
13 71 (1.67%) Replication
14 56 (1.32%) Data Extraction
15 53 (1.24%) Data Centre
16 49 (1.15%) Derivative
17 47 (1.10%) Taxonomies
17 47 (1.10%) Data Protection Act
18 40 (0.94%) Data Conversion
19 39 (0.92%) Mobile App
Operating Systems
1 206 (4.84%) Windows
2 188 (4.42%) UNIX
3 182 (4.27%) Linux
4 36 (0.85%) Windows Server 2003
5 28 (0.66%) CentOS
6 26 (0.61%) Windows Server 2008
6 26 (0.61%) Apple iOS
7 24 (0.56%) Android
7 24 (0.56%) Ubuntu
8 22 (0.52%) Debian
9 16 (0.38%) Windows XP
10 8 (0.19%) Windows 7
11 7 (0.16%) Red Hat Enterprise Linux
12 5 (0.12%) zOS
13 3 (0.070%) Windows Vista
14 2 (0.047%) Oracle Linux
14 2 (0.047%) Windows Server 2012
15 1 (0.023%) AIX
Processes & Methodologies
1 1824 (42.84%) Business Intelligence
2 1249 (29.33%) ETL
3 1109 (26.05%) Agile Software Development
4 837 (19.66%) Analytics
5 612 (14.37%) Data Analysis
6 604 (14.19%) Data Management
7 563 (13.22%) Data Architecture
8 504 (11.84%) Business Analysis
9 467 (10.97%) Logical Data Model
10 425 (9.98%) UML
11 422 (9.91%) Project Management
12 366 (8.60%) SDLC
13 358 (8.41%) Stakeholder Management
14 341 (8.01%) Scrum
15 321 (7.54%) Performance Tuning
16 309 (7.26%) Migration
17 283 (6.65%) CRM
18 267 (6.27%) Mentoring
19 261 (6.13%) Data Governance
20 255 (5.99%) SOA
Programming Languages
1 1945 (45.68%) SQL
2 603 (14.16%) Java
3 437 (10.26%) T-SQL
4 343 (8.06%) C#
5 278 (6.53%) PL/SQL
6 236 (5.54%) JavaScript
7 142 (3.33%) R
8 123 (2.89%) Python
9 112 (2.63%) C++
10 94 (2.21%) PHP
11 92 (2.16%) VBA
12 88 (2.07%) C
13 78 (1.83%) Shell Script
14 72 (1.69%) VB
15 68 (1.60%) Perl
16 52 (1.22%) ABAP
17 49 (1.15%) Bash Shell
18 47 (1.10%) VB.NET
19 44 (1.03%) Data Analysis Expressions (DAX)
20 43 (1.01%) MATLAB
Qualifications
1 768 (18.04%) Degree
2 124 (2.91%) Security Cleared
3 99 (2.33%) ISEB
4 36 (0.85%) Oracle Certification
4 36 (0.85%) SC Cleared
5 35 (0.82%) DV Cleared
6 32 (0.75%) Microsoft Certification
7 23 (0.54%) IIBA
8 19 (0.45%) OCP
9 17 (0.40%) MCITP
10 15 (0.35%) ISTQB
10 15 (0.35%) MBA
10 15 (0.35%) PhD
11 14 (0.33%) Postgraduate
12 13 (0.31%) CBAP
13 12 (0.28%) PMI Certification
14 8 (0.19%) Sun Certification
14 8 (0.19%) PRINCE2 Practitioner
15 7 (0.16%) CIMA
15 7 (0.16%) ITIL Certification
Quality Assurance & Compliance
1 274 (6.43%) QA
2 210 (4.93%) Data Quality
3 45 (1.06%) SLA
4 24 (0.56%) EMIR
5 23 (0.54%) CRD IV
5 23 (0.54%) MiFID
6 12 (0.28%) Solvency II
7 11 (0.26%) Sarbanes-Oxley
8 10 (0.23%) ISO 9001
8 10 (0.23%) ISO/IEC 27001
9 6 (0.14%) COBIT
10 5 (0.12%) ISO 14001
11 4 (0.094%) Dodd-Frank
11 4 (0.094%) FATCA
12 3 (0.070%) PCI DSS
13 1 (0.023%) Basel III
13 1 (0.023%) TickIT
13 1 (0.023%) ISO/IEC 20000
System Software
1 35 (0.82%) VMware Infrastructure
2 29 (0.68%) HDFS
3 27 (0.63%) Active Directory
4 22 (0.52%) Samba
4 22 (0.52%) Postfix
4 22 (0.52%) XenServer
4 22 (0.52%) iptables
5 20 (0.47%) Oracle RAC
6 8 (0.19%) Apache Flume
6 8 (0.19%) Oracle Clusterware
7 6 (0.14%) GPFS
8 4 (0.094%) VMware ESX
9 3 (0.070%) vSphere
9 3 (0.070%) XenApp
10 2 (0.047%) Cronacle
11 1 (0.023%) Varnish
Systems Management
1 28 (0.66%) HP Quality Center
2 26 (0.61%) Puppet
3 22 (0.52%) ZABBIX
4 21 (0.49%) Data Guard
5 20 (0.47%) Opscode Chef
6 16 (0.38%) Salt
7 15 (0.35%) Oracle Enterprise Manager
8 14 (0.33%) Oracle RMAN
9 13 (0.31%) Ansible
10 8 (0.19%) Oracle Flashback
10 8 (0.19%) Oozie
11 6 (0.14%) Oracle EDQ
12 5 (0.12%) Hadoop YARN
13 4 (0.094%) SCCM
14 2 (0.047%) Control-M
15 1 (0.023%) TIBCO Hawk
15 1 (0.023%) EMC NetWorker
Vendors
1 1066 (25.04%) Oracle
2 937 (22.01%) Microsoft
3 385 (9.04%) SAP
4 333 (7.82%) Tableau
5 304 (7.14%) Cognos
6 271 (6.36%) Informatica
7 270 (6.34%) IBM
8 177 (4.16%) Teradata
9 89 (2.09%) Sybase
10 81 (1.90%) Talend
11 80 (1.88%) MicroStrategy
12 76 (1.78%) Salesforce.com
13 69 (1.62%) Ab Initio
14 55 (1.29%) Hyperion
15 54 (1.27%) Trillium
16 51 (1.20%) Google
17 46 (1.08%) Netezza
18 38 (0.89%) VMware
19 37 (0.87%) DataFlux
20 35 (0.82%) hybris
Egham, Surrey
Hudson IT
Salary: £45000 - £55000 per annum
Posted: 1 hour ago
London
Nigel Frank International Ltd
Salary: £25000 - £35000 per annum + benefits
Posted: 1 hour ago
Leeds, West Yorkshire
Nigel Frank International Ltd
Salary: £35000 - £48000 per annum + Pension, Bonus & More Benefits
Posted: 1 hour ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £40000 - £45000 per annum + Benefits
Posted: 1 hour ago
London
Deloitte
Salary: competitive
Posted: 1 hour ago
London
Lawrence Harvey Enterprise
Salary: £85000.00 - £92000.00 per annum
Posted: 2 hours ago
East Sussex
Lawrence Harvey Enterprise
Salary: £52000.00 - £60000.00 per annum
Posted: 2 hours ago
Portsmouth, Hampshire
Connectus
Salary: £60000 - £75000 per annum + benefits
Posted: 3 hours ago
London
CharityJob
Posted: 4 hours ago
London
Huxley Banking & Financial Services
Salary: £60000 - £80000 per annum + Package
Posted: 11 hours ago
London
ASOS
Salary: Competitive + Benefits
Posted: 12 hours ago
City, London
Harrington Starr
Salary: £60000 - £85000 per annum + bonus and benefits and training
Posted: 12 hours ago
London
ASOS
Salary: Competitive + Benefits
Posted: 12 hours ago
City, London
Harrington Starr
Salary: £60000 - £85000 per annum + bonus and benefits and training
Posted: 17 hours ago
Hounslow, Middlesex
The Resourcing Hub
Salary: Unspecified Competitive + Car + Bonus + Bens
Posted: 22 hours ago
South East
EY
Salary: Competitive
Posted: Yesterday
Portsmouth, Hampshire
Baxter Hall Recruitment Limited
Posted: Yesterday
Andover, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: Excellent Benefits
Posted: Yesterday
Slough, Berkshire
Evolution Recruitment Solutions Ltd
Salary: Negotiable
Posted: Yesterday
East Midlands
Spargonet Consulting Plc
Salary: £55000 - £60000 per annum, Benefits Excellent Company Benefits
Posted: Yesterday