The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the England region. 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 158 171 152
Rank change year-on-year
+13 -19
Permanent jobs citing Data Modelling 2019 1888 2048
As % of all permanent IT jobs located in England 2.14% 1.90% 2.09%
As % of the Processes & Methodologies category 2.46% 2.23% 2.46%
Number of salaries quoted 1613 1471 1584
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 £37,062 £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%
Data Modelling
UK

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

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
82058 84649 83361
As % of all permanent IT jobs located in England 86.88% 85.27% 85.04%
Number of salaries quoted 68908 70120 67040
Average salary £50,000 £49,000 £47,500
Average salary % change year-on-year
+2.04% +3.15%
90% offered a salary of more than £32,500 £31,500 £31,000
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Data Modelling
Jobs Demand Trend in England

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

Data Modelling Jobs Demand Trend in England

Data Modelling
Salary Trend in England

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

Data Modelling Salary Trend in England

Data Modelling
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Data Modelling across the England region over the 3 months to 12 February 2016.

Data Modelling Salary Histogram in England

Data Modelling
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Modelling within the England region 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
London -1 1058 £60,000 - 142
South East +26 347 £50,000 +4.16% 39
West Midlands +67 152 £41,500 -0.59% 22
Yorkshire +29 124 £44,500 -1.11% 14
South West -33 91 £41,500 -1.19% 9
East Midlands +33 87 £50,500 +1.00% 9
East of England -20 79 £52,000 +9.47% 12
North West +29 68 £50,000 +11.11% 20
North East +4 6 £55,000 +31.34% 1
Midlands - 5 £52,500 -
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in England

For the 6 months to 12 February 2016, IT jobs across the England 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 1984 (47.32%) SQL
2 1730 (41.26%) Business Intelligence
3 1341 (31.98%) Data Warehouse
4 1309 (31.22%) ETL
5 1282 (30.57%) Finance
6 1215 (28.98%) SQL Server
7 1095 (26.11%) Agile Software Development
8 1037 (24.73%) Microsoft
9 931 (22.20%) SQL Server Integration Services
10 922 (21.99%) Analytical Skills
11 895 (21.35%) Oracle
12 792 (18.89%) Analytics
13 789 (18.82%) SQL Server Reporting Services
14 771 (18.39%) Degree
15 656 (15.65%) Data Management
16 618 (14.74%) SQL Server Analysis Services
17 542 (12.93%) Java
18 532 (12.69%) MS Excel
19 512 (12.21%) Data Quality
20 505 (12.04%) Data Architecture
21 498 (11.88%) SDLC
22 497 (11.85%) T-SQL
23 487 (11.61%) Data Analysis
24 462 (11.02%) Relational Database
25 452 (10.78%) .NET
26 420 (10.02%) Retail
27 416 (9.92%) C#
28 413 (9.85%) Logical Data Model
29 412 (9.83%) Big Data
30 394 (9.40%) Data Integration

Data Modelling
Top Related IT Skills in England by Category

For the 6 months to 12 February 2016, IT jobs across the England 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
1 243 (5.80%) SAS
2 143 (3.41%) SharePoint
3 89 (2.12%) Confluence
4 65 (1.55%) CMS
5 59 (1.41%) WebSphere
6 57 (1.36%) Apache Spark
7 42 (1.00%) Apache
8 37 (0.88%) BizTalk Server
9 34 (0.81%) Moodle
10 28 (0.67%) Apache Pig
10 28 (0.67%) Oracle Workflow
11 24 (0.57%) IIS
12 23 (0.55%) WebLogic
12 23 (0.55%) WebSphere Application Server
13 21 (0.50%) CICS
13 21 (0.50%) FileNet
14 20 (0.48%) MQSeries
14 20 (0.48%) NetWeaver
15 18 (0.43%) Mule
16 17 (0.41%) Elasticsearch
Applications
1 532 (12.69%) MS Excel
2 186 (4.44%) MS Office
3 141 (3.36%) MS Visio
4 106 (2.53%) SPSS
5 58 (1.38%) MS PowerPoint
6 38 (0.91%) Spreadsheet
7 13 (0.31%) OmniGraffle
8 6 (0.14%) MS Project
8 6 (0.14%) Stata
9 4 (0.095%) S-PLUS
10 3 (0.072%) EViews
11 2 (0.048%) GNU Octave
12 1 (0.024%) Adobe Illustrator
12 1 (0.024%) Mathematica
12 1 (0.024%) Photoshop
Business Applications
1 90 (2.15%) Dynamics CRM
2 81 (1.93%) Oracle EBS
3 43 (1.03%) HFM
4 37 (0.88%) Markit EDM
5 34 (0.81%) Cognos Business Intelligence
6 28 (0.67%) Hyperion Planning
7 26 (0.62%) Oracle EBS R12
8 25 (0.60%) Oracle Applications
9 24 (0.57%) Dynamics AX
9 24 (0.57%) Oracle ERP
10 21 (0.50%) Oracle Assets
10 21 (0.50%) Oracle Payables
10 21 (0.50%) Oracle Receivables
11 19 (0.45%) Oracle 11i
11 19 (0.45%) SAP MDM
12 18 (0.43%) Oracle Financials
13 16 (0.38%) SAP CRM
14 14 (0.33%) SAP BPC
15 13 (0.31%) Oracle TCA
15 13 (0.31%) SAP FI
Cloud Services
1 113 (2.69%) Amazon AWS
2 93 (2.22%) Microsoft Azure
3 80 (1.91%) SaaS
4 47 (1.12%) GitHub
5 27 (0.64%) Amazon EC2
6 22 (0.52%) Cloud Computing
6 22 (0.52%) Google Analytics
7 21 (0.50%) Google Cloud Platform
8 20 (0.48%) Amazon S3
9 18 (0.43%) PaaS
10 15 (0.36%) Adobe Analytics
11 13 (0.31%) Lucidchart
12 12 (0.29%) Office 365
13 11 (0.26%) Amazon EMR
13 11 (0.26%) Heroku
14 9 (0.21%) IaaS
15 5 (0.12%) Amazon Kinesis
15 5 (0.12%) Yammer
16 4 (0.095%) Google Apps
17 2 (0.048%) Force.com
Communications & Networking
1 34 (0.81%) Internet
2 33 (0.79%) SSH
3 26 (0.62%) HTTP
4 19 (0.45%) LAN
5 18 (0.43%) SAN
5 18 (0.43%) SSL
6 13 (0.31%) FTP
6 13 (0.31%) WAN
7 12 (0.29%) Firewall
8 11 (0.26%) LDAP
9 10 (0.24%) Network Security
9 10 (0.24%) TCP/IP
10 9 (0.21%) Intranet
10 9 (0.21%) Wireless
11 7 (0.17%) BGP
11 7 (0.17%) EIGRP
11 7 (0.17%) IPsec
11 7 (0.17%) IPv6
11 7 (0.17%) OSPF
11 7 (0.17%) VPN
Database & Business Intelligence
1 1341 (31.98%) Data Warehouse
2 1215 (28.98%) SQL Server
3 931 (22.20%) SQL Server Integration Services
4 789 (18.82%) SQL Server Reporting Services
5 618 (14.74%) SQL Server Analysis Services
6 462 (11.02%) Relational Database
7 412 (9.83%) Big Data
8 302 (7.20%) SQL Server 2008
9 296 (7.06%) BusinessObjects
10 255 (6.08%) Oracle Database
11 249 (5.94%) Data Mining
12 241 (5.75%) Hadoop
13 224 (5.34%) OLAP
14 218 (5.20%) SQL Server 2012
15 200 (4.77%) NoSQL
16 185 (4.41%) QlikView
17 174 (4.15%) MySQL
18 173 (4.13%) RDBMS
19 148 (3.53%) Oracle ODI
20 140 (3.34%) Oracle BI EE
Development Applications
1 158 (3.77%) JIRA
2 147 (3.51%) ERwin
3 131 (3.12%) Team Foundation Server
4 129 (3.08%) Subversion
5 104 (2.48%) Git (software)
6 86 (2.05%) Visual Studio
7 65 (1.55%) Balsamiq Mockups
8 56 (1.34%) JUnit
9 51 (1.22%) Toad
10 46 (1.10%) Jenkins
10 46 (1.10%) PowerDesigner
11 44 (1.05%) Talend Open Studio
12 41 (0.98%) Maven
13 33 (0.79%) Eclipse
14 32 (0.76%) Oracle APEX
15 30 (0.72%) Ant
16 28 (0.67%) Oracle Forms
17 23 (0.55%) Cucumber
17 23 (0.55%) Selenium
18 21 (0.50%) Hudson
General
1 1282 (30.57%) Finance
2 420 (10.02%) Retail
3 349 (8.32%) Banking
4 229 (5.46%) Marketing
5 118 (2.81%) Investment Banking
6 109 (2.60%) Legal
7 99 (2.36%) Telecoms
8 93 (2.22%) Front Office
9 71 (1.69%) Publishing
10 64 (1.53%) Law
11 56 (1.34%) Pharmaceutical
12 55 (1.31%) Back Office
13 47 (1.12%) Games
14 45 (1.07%) Financial Institution
15 44 (1.05%) Retail Banking
16 34 (0.81%) Automotive
17 33 (0.79%) Manufacturing
18 32 (0.76%) Advertising
19 25 (0.60%) Billing
20 17 (0.41%) Aerospace
Job Titles
1 1322 (31.53%) Developer
2 1100 (26.23%) Analyst
3 783 (18.67%) Architect
4 528 (12.59%) Business Analyst
5 384 (9.16%) Data Architect
6 378 (9.02%) Business Intelligence Developer
7 375 (8.94%) SQL Developer
8 306 (7.30%) Senior Developer
9 262 (6.25%) Data Analyst
10 241 (5.75%) Consultant
11 194 (4.63%) Solutions Architect
12 176 (4.20%) Business Intelligence Analyst
13 164 (3.91%) DBA
14 143 (3.41%) Analyst Developer
14 143 (3.41%) Senior Analyst
15 141 (3.36%) Business Developer
16 140 (3.34%) Data Warehouse Developer
17 122 (2.91%) Oracle Developer
17 122 (2.91%) SQL Server Developer
18 120 (2.86%) SQL DBA
Libraries, Frameworks & Software Standards
1 452 (10.78%) .NET
2 354 (8.44%) XML
3 277 (6.61%) Web Services
4 237 (5.65%) HTML
5 211 (5.03%) MDX
6 196 (4.67%) CSS
7 131 (3.12%) .NET Framework
8 120 (2.86%) ASP.NET
9 109 (2.60%) Middleware
10 107 (2.55%) SOAP
11 93 (2.22%) REST
12 88 (2.10%) Spring
13 78 (1.86%) Ajax
14 74 (1.76%) J2EE
14 74 (1.76%) jQuery
15 72 (1.72%) JSON
16 58 (1.38%) RESTful
17 50 (1.19%) AngularJS
17 50 (1.19%) HTML5
18 46 (1.10%) XSD
Miscellaneous
1 922 (21.99%) Analytical Skills
2 394 (9.40%) Data Integration
3 370 (8.82%) Management Information System
4 362 (8.63%) Computer Science
5 293 (6.99%) Visualisation
6 282 (6.73%) Data Structures
7 152 (3.63%) Mathematics
8 134 (3.20%) Statistics
9 112 (2.67%) Enterprise Software
10 108 (2.58%) Replication
11 107 (2.55%) Algorithms
12 89 (2.12%) User Experience
13 80 (1.91%) Derivative
14 60 (1.43%) Mobile App
15 48 (1.14%) Data Extraction
16 47 (1.12%) Taxonomies
17 43 (1.03%) Reference Data
18 42 (1.00%) Equities
19 40 (0.95%) Economics
20 38 (0.91%) e-Learning
Operating Systems
1 240 (5.72%) Unix
2 232 (5.53%) Linux
3 151 (3.60%) Windows
4 52 (1.24%) Windows Server
5 40 (0.95%) CentOS
6 38 (0.91%) Red Hat Enterprise Linux
7 16 (0.38%) zOS
8 12 (0.29%) Windows Server 2008
9 11 (0.26%) Windows Server 2003
10 9 (0.21%) Windows Server 2012
11 8 (0.19%) Ubuntu
11 8 (0.19%) Windows 7
12 7 (0.17%) Android
12 7 (0.17%) Debian
12 7 (0.17%) Solaris
13 5 (0.12%) Apple iOS
14 3 (0.072%) AIX
15 2 (0.048%) Mac OS X
15 2 (0.048%) MVS
15 2 (0.048%) Windows Vista
Processes & Methodologies
1 1730 (41.26%) Business Intelligence
2 1309 (31.22%) ETL
3 1095 (26.11%) Agile Software Development
4 792 (18.89%) Analytics
5 656 (15.65%) Data Management
6 505 (12.04%) Data Architecture
7 498 (11.88%) SDLC
8 487 (11.61%) Data Analysis
9 413 (9.85%) Logical Data Model
10 384 (9.16%) Business Analysis
11 373 (8.90%) UML
12 367 (8.75%) Project Management
13 336 (8.01%) Migration
14 330 (7.87%) Stakeholder Management
15 328 (7.82%) SOA
16 321 (7.66%) Scrum
17 314 (7.49%) Physical Data Model
18 289 (6.89%) Data Governance
19 275 (6.56%) Performance Tuning
20 262 (6.25%) CRM
Programming Languages
1 1984 (47.32%) SQL
2 542 (12.93%) Java
3 497 (11.85%) T-SQL
4 416 (9.92%) C#
5 277 (6.61%) JavaScript
6 259 (6.18%) PL/SQL
7 181 (4.32%) Python
8 125 (2.98%) Shell Script
9 123 (2.93%) R
10 91 (2.17%) PHP
11 87 (2.07%) C++
12 84 (2.00%) C
13 73 (1.74%) VBA
14 60 (1.43%) Perl
15 58 (1.38%) VB.NET
16 43 (1.03%) VB
17 33 (0.79%) Scala
18 30 (0.72%) MATLAB
19 29 (0.69%) Bash Shell
20 26 (0.62%) Data Analysis Expressions (DAX)
Qualifications
1 771 (18.39%) Degree
2 102 (2.43%) ISEB
3 99 (2.36%) Security Cleared
4 78 (1.86%) Microsoft Certification
5 47 (1.12%) SC Cleared
6 46 (1.10%) MCITP
7 23 (0.55%) DV Cleared
8 21 (0.50%) Oracle Certification
9 18 (0.43%) MBA
10 17 (0.41%) PhD
11 15 (0.36%) PMI Certification
12 12 (0.29%) PRINCE2 Certification
13 11 (0.26%) ACCA
13 11 (0.26%) IIBA
13 11 (0.26%) ISTQB
13 11 (0.26%) PMP
14 10 (0.24%) CIMA
14 10 (0.24%) CISA
14 10 (0.24%) CISM
14 10 (0.24%) CRISC
Quality Assurance & Compliance
1 512 (12.21%) Data Quality
2 265 (6.32%) QA
3 27 (0.64%) Solvency II
4 19 (0.45%) CRD IV
4 19 (0.45%) EMIR
5 17 (0.41%) MiFID
5 17 (0.41%) SLA
6 13 (0.31%) GAAP
6 13 (0.31%) SEPA
7 12 (0.29%) Dodd-Frank
7 12 (0.29%) Sarbanes-Oxley
8 10 (0.24%) COBIT
8 10 (0.24%) JSP 440
9 9 (0.21%) Basel III
10 7 (0.17%) Basel II
10 7 (0.17%) ISO/IEC 27001
11 6 (0.14%) PCI DSS
12 5 (0.12%) COREP
12 5 (0.12%) ISO 8583
12 5 (0.12%) ISO20022
System Software
1 28 (0.67%) VMware Infrastructure
2 27 (0.64%) HDFS
3 24 (0.57%) Oracle RAC
4 15 (0.36%) Docker
5 13 (0.31%) Active Directory
6 7 (0.17%) Cronacle
6 7 (0.17%) iptables
6 7 (0.17%) Postfix
6 7 (0.17%) Samba
6 7 (0.17%) XenServer
7 5 (0.12%) Oracle Clusterware
8 4 (0.095%) Tivoli Workload Scheduler
8 4 (0.095%) VMware ESX
9 3 (0.072%) Firmware
9 3 (0.072%) Hyper-V
10 1 (0.024%) Apache Flume
10 1 (0.024%) Time Sharing Option
10 1 (0.024%) vCloud
Systems Management
1 24 (0.57%) Data Guard
2 16 (0.38%) Oracle Enterprise Manager
3 14 (0.33%) Oracle RMAN
4 13 (0.31%) Puppet
5 11 (0.26%) Ansible
6 9 (0.21%) HP Quality Center
7 8 (0.19%) Opscode Chef
8 7 (0.17%) Salt
8 7 (0.17%) ZABBIX
9 6 (0.14%) OpenView
10 5 (0.12%) Oracle EDQ
10 5 (0.12%) Oracle Flashback
11 4 (0.095%) ITRS Geneos
11 4 (0.095%) Netcool
11 4 (0.095%) SCCM
11 4 (0.095%) Tivoli
12 3 (0.072%) Kubernetes
13 2 (0.048%) EMC NetWorker
13 2 (0.048%) MOM
13 2 (0.048%) Oozie
Vendors
1 1037 (24.73%) Microsoft
2 895 (21.35%) Oracle
3 304 (7.25%) SAP
4 249 (5.94%) Tableau
5 216 (5.15%) IBM
6 189 (4.51%) Informatica
7 172 (4.10%) Cognos
8 122 (2.91%) Teradata
9 74 (1.76%) Hyperion
10 70 (1.67%) Sybase
11 63 (1.50%) Salesforce.com
12 60 (1.43%) MicroStrategy
13 57 (1.36%) Siebel
14 56 (1.34%) Ab Initio
15 49 (1.17%) Trillium
16 44 (1.05%) Talend
17 43 (1.03%) Netezza
18 38 (0.91%) ATG
18 38 (0.91%) Google
19 35 (0.83%) VMware
London
Lorien Resourcing
Posted: 3 hours ago
London
Colston Consulting
Salary: £62000 - £75500 per annum, Benefits total package roughly £110K
Posted: 3 hours ago
City, London
Harvey Nash plc
Salary: £80000 - £90000 per annum + bonus + package
Posted: 3 hours ago
West Sussex
ARC IT Recruitment Ltd
Salary: £70000 Per Annum
Posted: 4 hours ago
Manchester, Lancashire
Oscar
Salary: £35000 - £45000 per annum
Posted: 4 hours ago
Central London / West End
Russell King Associates
Salary: From £80,000 to £95,000 per annum Bonus, Pension, Mobile, Phone, Healt
Posted: 5 hours ago
City, London
Venturi
Salary: £70000 - £75000 per annum + bonus +Full bens
Posted: 5 hours ago
London
Eutopia Solutions Ltd
Salary: £80000 - £90000 per annum + bonus + benefits
Posted: 5 hours ago
Manchester, Lancashire
Adalta Recruitment Solutions
Salary: £50000 - £70000 per annum + Benefits + Bonus
Posted: 5 hours ago
London
Hitachi Consulting UK
Salary: From £75,000 to £95,000 per annum Incl Benefits + Bonus
Posted: 7 hours ago
City, London
Harvey Nash plc
Salary: £60000 - £80000 per annum
Posted: 9 hours ago
Manchester, Lancashire
Oliver James Associates
Posted: 11 hours ago
Maidenhead, Berkshire
Earth Stream Global
Salary: Package + Bonus
Posted: 20 hours ago
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
Surrey
McGregor Boyall
Salary: £0.00 per annum + competitive £
Posted: Yesterday
London
Informatiq Consulting
Salary: £45000 - £75000 per annum
Posted: Yesterday
London
RBW Consulting
Salary: BENEFITS
Posted: Yesterday