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 12 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
12 Feb 2016
Same period 2015 Same period 2014
Data Modeling
Rank 152 165 155
Rank change year-on-year
+13 -10
Permanent jobs citing Data Modelling 2171 2027 2151
As % of all permanent IT jobs located in the UK 2.14% 1.90% 2.04%
As % of the Processes & Methodologies category 2.47% 2.23% 2.41%
Number of salaries quoted 1689 1553 1641
Average salary £55,000 £52,500 £55,000
Average salary % change year-on-year
+4.76% -4.54%
90% offered a salary of more than £37,500 £37,500 £37,500
10% offered a salary of more than £80,000 £77,500 £82,500
UK excluding London average salary £47,500 £46,000 £47,500
% change year-on-year
+3.26% -3.15%

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
87935 90766 89428
As % of all permanent IT jobs located in the UK 86.82% 85.27% 84.97%
Number of salaries quoted 72987 74501 71137
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 £31,500 £31,000
10% offered a salary of more than £75,000 £75,000 £72,500
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

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 12 February 2016 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 12 February 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
(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 +13 2019 £55,000 +4.76% 269
London -1 1058 £60,000 - 142
South East +26 347 £50,000 +4.16% 39
City of London +9 187 £60,000 +4.34% 39
West Midlands +67 152 £41,500 -0.59% 24
Berkshire +35 126 £45,000 -18.18% 5
Yorkshire +29 124 £44,500 -1.11% 14
Scotland +22 105 £55,000 +25.00% 18
South West -33 91 £41,500 -1.19% 9
West Yorkshire +15 89 £47,500 +1.60% 8
East Midlands +33 87 £50,500 +1.00% 8
East of England -20 79 £52,000 +9.47% 12
Leeds +25 70 £52,500 +5.00% 7
Surrey -8 70 £55,000 +15.78% 7
North West +29 68 £50,000 +11.11% 20
Manchester +38 62 £50,000 +11.11% 13
Edinburgh +18 58 £50,000 +13.63% 13
Glasgow -4 50 £55,000 +22.22% 5
Reading +33 46 £42,250 -34.24%
Birmingham +28 43 £45,000 - 8
Bristol -2 41 £38,750 -13.88% 6
Hampshire +13 40 £47,500 +7.95% 13
Oxfordshire -7 38 £57,500 -9.80% 2
Warwickshire +13 36 £50,500 +1.00% 1
Staffordshire +26 35 £37,500 -6.25% 1
Northamptonshire +6 32 £50,000 +11.11% 2
Nottinghamshire +23 30 £47,500 +16.25% 6
Nottingham +16 28 £45,000 +10.14% 5
Wales +19 27 £40,000 -6.97% 4
East Sussex +18 26 £41,000 +3.79% 1

Data Modelling
Top 30 Related IT Skills

For the 6 months to 12 February 2016, 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 2146 (47.82%) SQL
2 1846 (41.13%) Business Intelligence
3 1439 (32.06%) Data Warehouse
4 1398 (31.15%) Finance
5 1363 (30.37%) ETL
6 1281 (28.54%) SQL Server
7 1178 (26.25%) Agile Software Development
8 1093 (24.35%) Microsoft
9 1012 (22.55%) Oracle
10 989 (22.04%) Analytical Skills
11 963 (21.46%) SQL Server Integration Services
12 851 (18.96%) Analytics
13 807 (17.98%) SQL Server Reporting Services
14 797 (17.76%) Degree
15 713 (15.89%) Data Management
16 639 (14.24%) SQL Server Analysis Services
17 588 (13.10%) Java
18 566 (12.61%) MS Excel
19 544 (12.12%) Data Quality
20 539 (12.01%) Data Analysis
21 519 (11.56%) Data Architecture
22 517 (11.52%) T-SQL
23 512 (11.41%) SDLC
24 492 (10.96%) Relational Database
25 467 (10.41%) .NET
26 450 (10.03%) Logical Data Model
27 440 (9.80%) Business Analysis
28 439 (9.78%) Big Data
29 430 (9.58%) C#
30 427 (9.51%) Retail

Data Modelling
Top Related IT Skills by Category

For the 6 months to 12 February 2016, 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
1 265 (5.90%) SAS
2 152 (3.39%) SharePoint
3 89 (1.98%) Confluence
4 67 (1.49%) WebSphere
5 65 (1.45%) CMS
6 59 (1.31%) Apache Spark
7 44 (0.98%) Apache
8 40 (0.89%) WebLogic
9 39 (0.87%) BizTalk Server
10 34 (0.76%) Moodle
11 29 (0.65%) Apache Pig
12 28 (0.62%) Oracle Workflow
13 27 (0.60%) WebSphere Application Server
14 25 (0.56%) IIS
15 22 (0.49%) FileNet
16 21 (0.47%) CICS
16 21 (0.47%) Tomcat
17 20 (0.45%) MQSeries
17 20 (0.45%) NetWeaver
18 18 (0.40%) Mule
Applications
1 566 (12.61%) MS Excel
2 212 (4.72%) MS Office
3 151 (3.36%) MS Visio
4 108 (2.41%) SPSS
5 72 (1.60%) MS PowerPoint
6 38 (0.85%) Spreadsheet
7 13 (0.29%) OmniGraffle
8 6 (0.13%) MS Project
8 6 (0.13%) Stata
9 4 (0.089%) S-PLUS
10 3 (0.067%) EViews
11 2 (0.045%) GNU Octave
12 1 (0.022%) Adobe Illustrator
12 1 (0.022%) DOC1
12 1 (0.022%) Mathematica
12 1 (0.022%) Photoshop
Business Applications
1 102 (2.27%) Oracle EBS
2 90 (2.01%) Dynamics CRM
3 47 (1.05%) Oracle EBS R12
4 43 (0.96%) HFM
5 38 (0.85%) Oracle Applications
6 37 (0.82%) Markit EDM
7 34 (0.76%) Cognos Business Intelligence
8 32 (0.71%) Oracle 11i
9 28 (0.62%) Hyperion Planning
10 26 (0.58%) Oracle Financials
11 25 (0.56%) Oracle Payables
11 25 (0.56%) Oracle Receivables
12 24 (0.53%) Dynamics AX
12 24 (0.53%) Oracle ERP
13 22 (0.49%) SAP MDM
14 21 (0.47%) Oracle Assets
15 16 (0.36%) SAP CRM
16 15 (0.33%) SAP BPC
17 13 (0.29%) Oracle TCA
17 13 (0.29%) SAP FI
Cloud Services
1 123 (2.74%) Amazon AWS
2 96 (2.14%) Microsoft Azure
3 88 (1.96%) SaaS
4 47 (1.05%) GitHub
5 29 (0.65%) Amazon EC2
6 27 (0.60%) Google Analytics
7 22 (0.49%) Cloud Computing
8 21 (0.47%) Google Cloud Platform
9 20 (0.45%) Amazon S3
10 18 (0.40%) PaaS
11 15 (0.33%) Adobe Analytics
12 13 (0.29%) Lucidchart
13 12 (0.27%) Office 365
14 11 (0.25%) Amazon EMR
14 11 (0.25%) Heroku
15 9 (0.20%) IaaS
16 5 (0.11%) Amazon Kinesis
16 5 (0.11%) Yammer
17 4 (0.089%) Google Apps
18 2 (0.045%) Force.com
Communications & Networking
1 36 (0.80%) Internet
2 33 (0.74%) SSH
3 26 (0.58%) HTTP
4 19 (0.42%) LAN
5 18 (0.40%) SAN
5 18 (0.40%) SSL
6 13 (0.29%) Firewall
6 13 (0.29%) FTP
6 13 (0.29%) WAN
7 12 (0.27%) Network Security
8 11 (0.25%) LDAP
8 11 (0.25%) TCP/IP
9 9 (0.20%) Intranet
9 9 (0.20%) Wireless
10 7 (0.16%) BGP
10 7 (0.16%) EIGRP
10 7 (0.16%) IPsec
10 7 (0.16%) IPv6
10 7 (0.16%) OSPF
10 7 (0.16%) VPN
Database & Business Intelligence
1 1439 (32.06%) Data Warehouse
2 1281 (28.54%) SQL Server
3 963 (21.46%) SQL Server Integration Services
4 807 (17.98%) SQL Server Reporting Services
5 639 (14.24%) SQL Server Analysis Services
6 492 (10.96%) Relational Database
7 439 (9.78%) Big Data
8 326 (7.26%) BusinessObjects
9 311 (6.93%) SQL Server 2008
10 307 (6.84%) Oracle Database
11 264 (5.88%) Hadoop
12 261 (5.82%) Data Mining
13 239 (5.33%) SQL Server 2012
14 227 (5.06%) OLAP
15 215 (4.79%) NoSQL
16 202 (4.50%) QlikView
17 189 (4.21%) RDBMS
18 177 (3.94%) MySQL
19 172 (3.83%) Oracle ODI
20 162 (3.61%) Oracle BI EE
Development Applications
1 166 (3.70%) JIRA
2 151 (3.36%) ERwin
3 146 (3.25%) Team Foundation Server
4 134 (2.99%) Subversion
5 107 (2.38%) Git (software)
6 99 (2.21%) Visual Studio
7 65 (1.45%) Balsamiq Mockups
8 60 (1.34%) JUnit
8 60 (1.34%) Talend Open Studio
9 55 (1.23%) Toad
10 49 (1.09%) PowerDesigner
11 46 (1.02%) Jenkins
11 46 (1.02%) Oracle Forms
12 43 (0.96%) Maven
13 36 (0.80%) Oracle APEX
14 33 (0.74%) Eclipse
15 30 (0.67%) Ant
16 25 (0.56%) Selenium
17 23 (0.51%) Cucumber
17 23 (0.51%) NuGet
General
1 1398 (31.15%) Finance
2 427 (9.51%) Retail
3 401 (8.93%) Banking
4 230 (5.12%) Marketing
5 131 (2.92%) Investment Banking
6 112 (2.50%) Legal
7 107 (2.38%) Telecoms
8 105 (2.34%) Front Office
9 73 (1.63%) Publishing
10 64 (1.43%) Law
11 59 (1.31%) Pharmaceutical
12 55 (1.23%) Back Office
13 53 (1.18%) Financial Institution
14 49 (1.09%) Retail Banking
15 48 (1.07%) Games
16 45 (1.00%) Advertising
17 34 (0.76%) Automotive
18 33 (0.74%) Manufacturing
19 25 (0.56%) Billing
20 17 (0.38%) Aerospace
Job Titles
1 1395 (31.08%) Developer
2 1190 (26.52%) Analyst
3 841 (18.74%) Architect
4 574 (12.79%) Business Analyst
5 411 (9.16%) Data Architect
6 393 (8.76%) Business Intelligence Developer
7 381 (8.49%) SQL Developer
8 314 (7.00%) Senior Developer
9 282 (6.28%) Data Analyst
10 274 (6.11%) Consultant
11 199 (4.43%) Solutions Architect
12 185 (4.12%) Business Intelligence Analyst
13 182 (4.06%) DBA
14 154 (3.43%) Senior Analyst
15 145 (3.23%) Analyst Developer
15 145 (3.23%) Oracle Developer
16 143 (3.19%) Business Developer
17 142 (3.16%) Data Warehouse Developer
18 128 (2.85%) SQL DBA
19 123 (2.74%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 467 (10.41%) .NET
2 379 (8.44%) XML
3 289 (6.44%) Web Services
4 252 (5.61%) HTML
5 219 (4.88%) MDX
6 205 (4.57%) CSS
7 134 (2.99%) .NET Framework
8 123 (2.74%) ASP.NET
9 114 (2.54%) SOAP
10 109 (2.43%) Middleware
11 95 (2.12%) REST
12 92 (2.05%) Spring
13 86 (1.92%) Ajax
14 81 (1.80%) J2EE
15 79 (1.76%) jQuery
15 79 (1.76%) JSON
16 63 (1.40%) RESTful
17 57 (1.27%) HTML5
18 53 (1.18%) AngularJS
19 47 (1.05%) LAMP
Miscellaneous
1 989 (22.04%) Analytical Skills
2 426 (9.49%) Data Integration
3 391 (8.71%) Management Information System
4 378 (8.42%) Computer Science
5 304 (6.77%) Visualisation
6 293 (6.53%) Data Structures
7 159 (3.54%) Mathematics
8 142 (3.16%) Statistics
9 116 (2.58%) Enterprise Software
10 109 (2.43%) Replication
11 108 (2.41%) Algorithms
12 90 (2.01%) User Experience
13 80 (1.78%) Derivative
14 60 (1.34%) Mobile App
15 59 (1.31%) Taxonomies
16 52 (1.16%) Data Extraction
17 49 (1.09%) Reference Data
18 42 (0.94%) Equities
19 40 (0.89%) Economics
20 38 (0.85%) e-Learning
Operating Systems
1 271 (6.04%) Unix
2 254 (5.66%) Linux
3 169 (3.77%) Windows
4 54 (1.20%) Windows Server
5 41 (0.91%) CentOS
6 38 (0.85%) Red Hat Enterprise Linux
7 16 (0.36%) zOS
8 12 (0.27%) Windows Server 2008
9 11 (0.25%) Windows Server 2003
10 9 (0.20%) Windows Server 2012
11 8 (0.18%) Ubuntu
11 8 (0.18%) Windows 7
12 7 (0.16%) Android
12 7 (0.16%) Debian
12 7 (0.16%) Solaris
13 5 (0.11%) Apple iOS
14 3 (0.067%) AIX
15 2 (0.045%) Mac OS X
15 2 (0.045%) MVS
15 2 (0.045%) Windows Vista
Processes & Methodologies
1 1846 (41.13%) Business Intelligence
2 1363 (30.37%) ETL
3 1178 (26.25%) Agile Software Development
4 851 (18.96%) Analytics
5 713 (15.89%) Data Management
6 539 (12.01%) Data Analysis
7 519 (11.56%) Data Architecture
8 512 (11.41%) SDLC
9 450 (10.03%) Logical Data Model
10 440 (9.80%) Business Analysis
11 401 (8.93%) UML
12 382 (8.51%) Project Management
13 371 (8.27%) Stakeholder Management
14 353 (7.87%) Migration
14 353 (7.87%) Scrum
15 348 (7.75%) Physical Data Model
16 345 (7.69%) SOA
17 312 (6.95%) Data Governance
18 298 (6.64%) Performance Tuning
19 264 (5.88%) CRM
Programming Languages
1 2146 (47.82%) SQL
2 588 (13.10%) Java
3 517 (11.52%) T-SQL
4 430 (9.58%) C#
5 316 (7.04%) PL/SQL
6 289 (6.44%) JavaScript
7 185 (4.12%) Python
8 135 (3.01%) Shell Script
9 132 (2.94%) R
10 98 (2.18%) C++
11 92 (2.05%) C
12 91 (2.03%) PHP
13 73 (1.63%) VBA
14 68 (1.52%) Perl
15 60 (1.34%) VB.NET
16 45 (1.00%) VB
17 34 (0.76%) Scala
18 30 (0.67%) MATLAB
19 29 (0.65%) Bash Shell
20 26 (0.58%) Data Analysis Expressions (DAX)
Qualifications
1 797 (17.76%) Degree
2 120 (2.67%) ISEB
3 105 (2.34%) Security Cleared
4 86 (1.92%) Microsoft Certification
5 47 (1.05%) SC Cleared
6 46 (1.02%) MCITP
7 25 (0.56%) Oracle Certification
8 23 (0.51%) DV Cleared
9 21 (0.47%) MBA
10 17 (0.38%) PhD
10 17 (0.38%) PMI Certification
11 14 (0.31%) IIBA
12 12 (0.27%) PRINCE2 Certification
13 11 (0.25%) ACCA
13 11 (0.25%) ISTQB
13 11 (0.25%) OCA
13 11 (0.25%) PMP
14 10 (0.22%) CIMA
14 10 (0.22%) CISA
14 10 (0.22%) CISM
Quality Assurance & Compliance
1 544 (12.12%) Data Quality
2 271 (6.04%) QA
3 27 (0.60%) Solvency II
4 21 (0.47%) EMIR
5 19 (0.42%) CRD IV
6 17 (0.38%) MiFID
6 17 (0.38%) SLA
7 15 (0.33%) Sarbanes-Oxley
8 14 (0.31%) Dodd-Frank
9 13 (0.29%) GAAP
9 13 (0.29%) SEPA
10 10 (0.22%) COBIT
10 10 (0.22%) ISO/IEC 27001
10 10 (0.22%) JSP 440
11 9 (0.20%) Basel III
12 7 (0.16%) Basel II
13 6 (0.13%) PCI DSS
14 5 (0.11%) COREP
14 5 (0.11%) ISO 8583
14 5 (0.11%) ISO20022
System Software
1 29 (0.65%) HDFS
2 28 (0.62%) VMware Infrastructure
3 24 (0.53%) Oracle RAC
4 15 (0.33%) Docker
5 13 (0.29%) Active Directory
6 7 (0.16%) Cronacle
6 7 (0.16%) iptables
6 7 (0.16%) Postfix
6 7 (0.16%) Samba
6 7 (0.16%) XenServer
7 5 (0.11%) Oracle Clusterware
8 4 (0.089%) Tivoli Workload Scheduler
8 4 (0.089%) VMware ESX
9 3 (0.067%) Firmware
9 3 (0.067%) Hyper-V
10 1 (0.022%) Apache Flume
10 1 (0.022%) Time Sharing Option
10 1 (0.022%) vCloud
Systems Management
1 24 (0.53%) Data Guard
2 16 (0.36%) Oracle Enterprise Manager
3 14 (0.31%) Oracle RMAN
4 13 (0.29%) Puppet
5 11 (0.25%) Ansible
6 9 (0.20%) HP Quality Center
7 8 (0.18%) Opscode Chef
8 7 (0.16%) Salt
8 7 (0.16%) ZABBIX
9 6 (0.13%) OpenView
10 5 (0.11%) Oracle EDQ
10 5 (0.11%) Oracle Flashback
11 4 (0.089%) ITRS Geneos
11 4 (0.089%) Netcool
11 4 (0.089%) SCCM
11 4 (0.089%) Tivoli
12 3 (0.067%) Kubernetes
12 3 (0.067%) Oozie
13 2 (0.045%) EMC NetWorker
13 2 (0.045%) MOM
Vendors
1 1093 (24.35%) Microsoft
2 1012 (22.55%) Oracle
3 317 (7.06%) SAP
4 283 (6.31%) Tableau
5 241 (5.37%) Informatica
6 223 (4.97%) IBM
7 204 (4.55%) Cognos
8 137 (3.05%) Teradata
9 82 (1.83%) Hyperion
10 76 (1.69%) Sybase
11 65 (1.45%) MicroStrategy
12 63 (1.40%) Salesforce.com
13 60 (1.34%) Talend
14 57 (1.27%) Ab Initio
14 57 (1.27%) Siebel
15 49 (1.09%) Trillium
16 43 (0.96%) Google
16 43 (0.96%) Netezza
17 38 (0.85%) ATG
17 38 (0.85%) VMware
Solihull, West Midlands (County)
AAP3
Salary: £40000 - £60000 per annum + benefits
Posted: 5 hours ago
London
Lorien Resourcing
Posted: 8 hours ago
London
Colston Consulting
Salary: £62000 - £75500 per annum, Benefits total package roughly £110K
Posted: 8 hours ago
City, London
Harvey Nash plc
Salary: £80000 - £90000 per annum + bonus + package
Posted: 9 hours ago
Edinburgh, Midlothian
Oho Group Ltd.
Salary: £40k - 60k per year + Benefits
Posted: 9 hours ago
West Sussex
ARC IT Recruitment Ltd
Salary: £70000 Per Annum
Posted: 9 hours ago
Manchester, Lancashire
Oscar
Salary: £35000 - £45000 per annum
Posted: 10 hours ago
Central London / West End
Russell King Associates
Salary: From £80,000 to £95,000 per annum Bonus, Pension, Mobile, Phone, Healt
Posted: 10 hours ago
City, London
Venturi
Salary: £70000 - £75000 per annum + bonus +Full bens
Posted: 10 hours ago
London
Eutopia Solutions Ltd
Salary: £80000 - £90000 per annum + bonus + benefits
Posted: 10 hours ago
Manchester, Lancashire
Adalta Recruitment Solutions
Salary: £50000 - £70000 per annum + Benefits + Bonus
Posted: 11 hours ago
London
Hitachi Consulting UK
Salary: From £75,000 to £95,000 per annum Incl Benefits + Bonus
Posted: 12 hours ago
Cardiff, South Glamorgan
Computer Recruiter Ltd
Salary: £30000 - £35000 Per Annum c.£35K + Shares + Excellent Benefits
Posted: 12 hours ago
City, London
Harvey Nash plc
Salary: £60000 - £80000 per annum
Posted: 15 hours ago
Manchester, Lancashire
Oliver James Associates
Posted: 16 hours ago
Maidenhead, Berkshire
Earth Stream Global
Salary: Package + Bonus
Posted: Yesterday
Egham, Surrey
Brightred Resourcing Limited
Salary: From £48,000 to £55,000 per annum £8K Car Allowance, Bonus, Pension, H
Posted: Yesterday
City, London
ANSON MCCADE
Salary: Circa £60,000 - £85,000 depending on level
Posted: Yesterday
North West London
Citrus Global Ltd
Salary: From £45,000 to £52,000 per annum + Benefits
Posted: Yesterday
Chatham, Kent
Xchanging
Salary: Benefits
Posted: Yesterday
Nottingham, Nottinghamshire
Oscar
Salary: £45000 - £60000 per annum + benefits
Posted: Yesterday
City, London
Informatiq Consulting
Salary: £25000 - £35000 per annum + Bens
Posted: Yesterday
Nottingham, Nottinghamshire
Computer People
Salary: £30000.00 - £38000.00 per annum + Bonus and Benefits
Posted: Yesterday
London
Empiric.com
Posted: Yesterday
London
Auriol Resource
Salary: From £50,000 to £55,000 per annum + discretionary bonus + excellent be
Posted: Yesterday
London
Quant Capital
Salary: Up to £50,000 per annum + bonus and bens
Posted: Yesterday
London
Auriol Resource
Salary: From £45,000 to £50,000 per annum + discretionary bonus + excellent be
Posted: Yesterday
Birmingham, West Midlands (County)
Churchill Frank
Salary: £45000 - £50000 per annum
Posted: Yesterday
Croydon, Surrey
Capita Resourcing - IT Resourcing
Salary: £50000.00 per annum + 15% yearly bonus
Posted: Yesterday
Leeds, West Yorkshire
Spring Technology
Salary: £35000.00 - £45000.00 per annum
Posted: Yesterday