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 salaries offered in IT jobs that have cited Data Modelling over the 3 months to 30 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 203 172 152
Rank change year-on-year
-31 -20
Permanent jobs citing Data Modelling 1490 1924 2250
As % of all permanent IT jobs located in England 1.63% 1.88% 2.05%
As % of the Processes & Methodologies category 1.85% 2.16% 2.41%
Number of salaries quoted 1231 1548 1851
Median salary £57,500 £55,000 £52,500
Median salary % change year-on-year
+4.54% +4.76%
90% offered a salary of more than £39,000 £36,500 £37,000
10% offered a salary of more than £80,000 £80,000 £80,000
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
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
80575 89250 93482
As % of all permanent IT jobs located in England 87.90% 87.15% 85.38%
Number of salaries quoted 68124 73923 75971
Median salary £50,000 £50,000 £49,500
Median salary % change year-on-year
- +1.01%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Modelling
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Data Modelling as a proportion of all IT jobs with a match in 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 30 July 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 median salaries quoted in IT jobs citing Data Modelling within the England region over the 3 months to 30 July 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -28 801 £65,000 +8.33% 105
South East -8 292 £50,000 -7.40% 24
East of England -2 92 £52,500 +10.52% 7
Yorkshire -11 78 £45,000 -10.00% 13
North West +32 72 £39,500 -7.05% 26
West Midlands -10 71 £44,000 +10.00% 14
South West -40 49 £39,500 -8.13% 9
East Midlands -42 27 £45,750 -3.68% 6
North East +4 8 £37,500 +7.14% 4
Midlands +11 1 £45,000 -41.93%
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in England

For the 6 months to 30 July 2016, IT jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Data Modelling.

1 1607 (48.29%) SQL
2 1389 (41.74%) Business Intelligence
3 1121 (33.68%) Data Warehouse
4 1061 (31.88%) Finance
5 977 (29.36%) ETL
6 962 (28.91%) SQL Server
7 951 (28.58%) Agile Software Development
8 804 (24.16%) Analytical Skills
9 723 (21.72%) Microsoft
10 708 (21.27%) Oracle
11 671 (20.16%) SQL Server Integration Services
12 640 (19.23%) Degree
12 640 (19.23%) Analytics
13 552 (16.59%) SQL Server Reporting Services
14 513 (15.41%) Java
15 467 (14.03%) Data Management
16 425 (12.77%) SDLC
17 413 (12.41%) T-SQL
18 409 (12.29%) MS Excel
19 404 (12.14%) SQL Server Analysis Services
20 390 (11.72%) Data Architecture
21 376 (11.30%) Data Analysis
22 367 (11.03%) Data Quality
23 365 (10.97%) Relational Database
24 356 (10.70%) UML
25 344 (10.34%) Business Analysis
26 331 (9.95%) .NET
27 319 (9.59%) Computer Science
28 314 (9.44%) Big Data
29 301 (9.04%) XML

Data Modelling
Top Related IT Skills in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 160 (4.81%) SAS
2 106 (3.19%) SharePoint
3 85 (2.55%) Confluence
4 77 (2.31%) Apache Spark
5 62 (1.86%) CMS
6 42 (1.26%) Elasticsearch
7 29 (0.87%) Apache Pig
8 27 (0.81%) JBoss
9 25 (0.75%) WebLogic
10 24 (0.72%) Apache Solr
11 20 (0.60%) Apache
12 15 (0.45%) Umbraco
13 13 (0.39%) BizTalk Server
14 12 (0.36%) NServiceBus
15 11 (0.33%) WebSphere
16 10 (0.30%) IIS
16 10 (0.30%) Oracle Workflow
16 10 (0.30%) Tomcat
17 9 (0.27%) MQSeries
17 9 (0.27%) MS Exchange
Applications
1 409 (12.29%) MS Excel
2 110 (3.31%) MS Office
3 100 (3.00%) MS Visio
4 64 (1.92%) SPSS
5 45 (1.35%) MS PowerPoint
6 22 (0.66%) Spreadsheet
7 7 (0.21%) MS Project
7 7 (0.21%) Stata
8 1 (0.030%) AutoCAD
8 1 (0.030%) EViews
8 1 (0.030%) InDesign
8 1 (0.030%) Moqups
8 1 (0.030%) Revit
8 1 (0.030%) S-PLUS
Business Applications
1 52 (1.56%) Oracle EBS
2 49 (1.47%) Dynamics CRM
3 37 (1.11%) Oracle EBS R12
4 30 (0.90%) Oracle 11i
5 24 (0.72%) Oracle Financials
6 22 (0.66%) Markit EDM
7 15 (0.45%) SAP Business One
7 15 (0.45%) SAP Oil and Gas
8 14 (0.42%) Oracle Applications
8 14 (0.42%) SAP BPC
9 13 (0.39%) Cognos Business Intelligence
10 11 (0.33%) FastStats
10 11 (0.33%) Oracle Assets
10 11 (0.33%) Oracle Payables
10 11 (0.33%) SAP FI
10 11 (0.33%) Tesseract
11 10 (0.30%) Cognos TM1
11 10 (0.30%) Dynamics AX
12 9 (0.27%) Oracle Receivables
13 8 (0.24%) SAP ERP
Cloud Services
1 157 (4.72%) Amazon AWS
2 94 (2.82%) Microsoft Azure
3 51 (1.53%) GitHub
4 49 (1.47%) SaaS
5 27 (0.81%) Cloud Computing
6 23 (0.69%) Amazon EC2
7 21 (0.63%) Force.com
8 16 (0.48%) PaaS
9 12 (0.36%) Amazon S3
9 12 (0.36%) Office 365
10 11 (0.33%) Google Analytics
11 9 (0.27%) Google Cloud Platform
12 8 (0.24%) Google Drive
12 8 (0.24%) IaaS
12 8 (0.24%) Oracle CX
13 5 (0.15%) iPaaS
14 4 (0.12%) Heroku
15 3 (0.090%) Amazon Kinesis
15 3 (0.090%) Veeva
16 2 (0.060%) SmartFocus
Communications & Networking
1 44 (1.32%) Internet
2 32 (0.96%) HTTP
3 19 (0.57%) TCP/IP
4 15 (0.45%) Multicast
5 10 (0.30%) SAN
6 8 (0.24%) HTTPS
6 8 (0.24%) Skype
7 6 (0.18%) Firewall
8 5 (0.15%) DNS
8 5 (0.15%) LDAP
9 4 (0.12%) FTP
9 4 (0.12%) NAS
10 3 (0.090%) Intranet
10 3 (0.090%) SNMP
10 3 (0.090%) SSH
10 3 (0.090%) SSL
10 3 (0.090%) Wireless
11 2 (0.060%) Ethernet
11 2 (0.060%) MPLS
11 2 (0.060%) WAN
Database & Business Intelligence
1 1121 (33.68%) Data Warehouse
2 962 (28.91%) SQL Server
3 671 (20.16%) SQL Server Integration Services
4 552 (16.59%) SQL Server Reporting Services
5 404 (12.14%) SQL Server Analysis Services
6 365 (10.97%) Relational Database
7 314 (9.44%) Big Data
8 299 (8.98%) BusinessObjects
9 249 (7.48%) QlikView
10 226 (6.79%) Hadoop
11 207 (6.22%) SQL Server 2012
12 192 (5.77%) SQL Server 2008
13 180 (5.41%) MySQL
14 164 (4.93%) Oracle Database
15 150 (4.51%) SQL Server 2014
16 144 (4.33%) NoSQL
17 137 (4.12%) Power BI
18 123 (3.70%) Data Mining
19 119 (3.58%) OLAP
20 108 (3.25%) RDBMS
Development Applications
1 140 (4.21%) JIRA
2 83 (2.49%) Team Foundation Server
3 81 (2.43%) Git (software)
4 80 (2.40%) ERwin
5 65 (1.95%) Visual Studio
6 63 (1.89%) Jenkins
7 58 (1.74%) Cucumber
8 51 (1.53%) Talend Open Studio
9 42 (1.26%) JUnit
9 42 (1.26%) Subversion
10 40 (1.20%) RSpec
11 37 (1.11%) Balsamiq Mockups
12 31 (0.93%) Selenium
13 22 (0.66%) Maven
14 20 (0.60%) Eclipse
15 18 (0.54%) Oracle Forms
16 15 (0.45%) Rational DOORS
17 12 (0.36%) Toad
18 11 (0.33%) GCC
18 11 (0.33%) PowerDesigner
General
1 1061 (31.88%) Finance
2 248 (7.45%) Retail
3 198 (5.95%) Banking
4 139 (4.18%) Marketing
5 118 (3.55%) Telecoms
6 96 (2.88%) Legal
7 86 (2.58%) Automotive
8 72 (2.16%) Advertising
9 70 (2.10%) Investment Banking
10 65 (1.95%) Front Office
11 61 (1.83%) Publishing
12 60 (1.80%) Law
13 56 (1.68%) Aerospace
14 41 (1.23%) Back Office
15 38 (1.14%) Financial Institution
16 36 (1.08%) Games
17 31 (0.93%) Manufacturing
18 24 (0.72%) French Language
19 23 (0.69%) Pharmaceutical
20 16 (0.48%) Billing
Job Titles
1 1116 (33.53%) Developer
2 847 (25.45%) Analyst
3 612 (18.39%) Architect
4 430 (12.92%) Business Analyst
5 361 (10.85%) Data Architect
6 290 (8.71%) SQL Developer
7 288 (8.65%) Business Intelligence Developer
8 240 (7.21%) Senior Developer
9 225 (6.76%) Data Analyst
10 206 (6.19%) Consultant
11 173 (5.20%) SSIS Developer
12 130 (3.91%) DBA
13 126 (3.79%) SSRS Developer
14 121 (3.64%) Business Intelligence Consultant
15 111 (3.34%) Oracle Developer
16 107 (3.22%) Business Intelligence Analyst
17 101 (3.03%) SQL DBA
18 99 (2.97%) Java Developer
18 99 (2.97%) Solutions Architect
19 98 (2.94%) Business Developer
Libraries, Frameworks & Software Standards
1 331 (9.95%) .NET
2 301 (9.04%) XML
3 250 (7.51%) Web Services
4 219 (6.58%) HTML
5 180 (5.41%) CSS
6 154 (4.63%) MDX
7 122 (3.67%) REST
8 104 (3.13%) SOAP
9 101 (3.03%) .NET Framework
10 97 (2.91%) AngularJS
11 93 (2.79%) HTML5
12 81 (2.43%) jQuery
13 72 (2.16%) JSON
14 71 (2.13%) Spring
15 69 (2.07%) ASP.NET
16 66 (1.98%) XML Schema
17 56 (1.68%) Node.js
18 46 (1.38%) Middleware
19 44 (1.32%) JMS
20 42 (1.26%) RESTful
Miscellaneous
1 804 (24.16%) Analytical Skills
2 319 (9.59%) Computer Science
3 288 (8.65%) Management Information System
4 273 (8.20%) Data Integration
5 259 (7.78%) Visualisation
6 194 (5.83%) Data Structures
7 119 (3.58%) Statistics
8 114 (3.43%) Mathematics
9 100 (3.00%) Enterprise Software
10 85 (2.55%) User Experience
11 63 (1.89%) Replication
12 58 (1.74%) Fixed Income
13 56 (1.68%) Algorithms
14 49 (1.47%) Economics
15 46 (1.38%) Taxonomies
16 43 (1.29%) Derivative
17 38 (1.14%) Reference Data
18 37 (1.11%) Fintech
19 36 (1.08%) Virtual Team
20 32 (0.96%) Equities
Operating Systems
1 157 (4.72%) Linux
2 138 (4.15%) Unix
3 124 (3.73%) Windows
4 23 (0.69%) Apple iOS
5 19 (0.57%) Android
6 13 (0.39%) Red Hat Enterprise Linux
7 8 (0.24%) Windows Server
8 3 (0.090%) CentOS
8 3 (0.090%) Solaris
8 3 (0.090%) Windows Server 2008
8 3 (0.090%) Windows Server 2012
9 2 (0.060%) Windows 7
9 2 (0.060%) Windows 8
10 1 (0.030%) Debian
10 1 (0.030%) Ubuntu
10 1 (0.030%) Windows 2000
10 1 (0.030%) Windows Mobile
10 1 (0.030%) Windows Vista
10 1 (0.030%) Windows XP
10 1 (0.030%) zOS
Processes & Methodologies
1 1389 (41.74%) Business Intelligence
2 977 (29.36%) ETL
3 951 (28.58%) Agile Software Development
4 640 (19.23%) Analytics
5 467 (14.03%) Data Management
6 425 (12.77%) SDLC
7 390 (11.72%) Data Architecture
8 376 (11.30%) Data Analysis
9 356 (10.70%) UML
10 344 (10.34%) Business Analysis
11 296 (8.89%) Project Management
12 275 (8.26%) Logical Data Model
13 266 (7.99%) SOA
13 266 (7.99%) Stakeholder Management
14 256 (7.69%) Data Governance
15 248 (7.45%) Scrum
16 233 (7.00%) Migration
17 229 (6.88%) Performance Tuning
18 225 (6.76%) Data Analytics
19 221 (6.64%) CRM
Programming Languages
1 1607 (48.29%) SQL
2 513 (15.41%) Java
3 413 (12.41%) T-SQL
4 274 (8.23%) PL/SQL
5 246 (7.39%) JavaScript
6 242 (7.27%) C#
7 213 (6.40%) Python
8 149 (4.48%) C++
9 124 (3.73%) C
10 111 (3.34%) VBA
11 100 (3.00%) PHP
12 90 (2.70%) R
13 63 (1.89%) Ruby
14 62 (1.86%) Shell Script
15 56 (1.68%) Scala
16 49 (1.47%) ABAP
17 48 (1.44%) Perl
18 44 (1.32%) PowerShell
19 40 (1.20%) VB
20 37 (1.11%) Data Analysis Expressions (DAX)
Qualifications
1 640 (19.23%) Degree
2 79 (2.37%) ISEB
3 66 (1.98%) Security Cleared
4 43 (1.29%) SC Cleared
5 37 (1.11%) Microsoft Certification
6 28 (0.84%) PhD
7 17 (0.51%) PRINCE2 Certification
8 16 (0.48%) MBA
9 15 (0.45%) MCP
9 15 (0.45%) PMI Certification
10 14 (0.42%) IIBA
11 13 (0.39%) ISTQB
11 13 (0.39%) MCITP
11 13 (0.39%) MCSA
12 12 (0.36%) DV Cleared
13 11 (0.33%) CBAP
13 11 (0.33%) SAS Certification
14 10 (0.30%) ITIL Foundation Certificate
15 8 (0.24%) MCTS
16 7 (0.21%) CIMA
Quality Assurance & Compliance
1 367 (11.03%) Data Quality
2 193 (5.80%) QA
3 35 (1.05%) SLA
4 13 (0.39%) ISO/IEC 27001
4 13 (0.39%) JSP 440
4 13 (0.39%) PCI DSS
5 12 (0.36%) GAAP
6 11 (0.33%) MiFID
7 9 (0.27%) Solvency II
8 7 (0.21%) ISO 9001
9 5 (0.15%) COBIT
10 4 (0.12%) Dodd-Frank
10 4 (0.12%) IAS 39
10 4 (0.12%) ISO 9000
10 4 (0.12%) SEPA
11 3 (0.090%) COREP
11 3 (0.090%) EMIR
11 3 (0.090%) FINREP
11 3 (0.090%) Sarbanes-Oxley
12 2 (0.060%) CRD IV
System Software
1 19 (0.57%) Oracle RAC
2 15 (0.45%) Apache Flume
3 14 (0.42%) Active Directory
4 9 (0.27%) HDFS
5 7 (0.21%) Docker
5 7 (0.21%) VMware Infrastructure
6 5 (0.15%) Veritas Cluster Server
7 4 (0.12%) VMware ESX
7 4 (0.12%) VMware ESXi
8 3 (0.090%) vCloud
9 1 (0.030%) Shibboleth
9 1 (0.030%) SRDF
9 1 (0.030%) Varnish
9 1 (0.030%) Virtual Machines
9 1 (0.030%) vSphere
9 1 (0.030%) Xen
Systems Management
1 44 (1.32%) Puppet
2 15 (0.45%) Ansible
3 14 (0.42%) Opscode Chef
4 10 (0.30%) Control-M
5 7 (0.21%) Data Guard
5 7 (0.21%) Oracle EDQ
6 4 (0.12%) Oracle Enterprise Manager
6 4 (0.12%) Oracle RMAN
6 4 (0.12%) SCOM
7 2 (0.060%) Hadoop YARN
7 2 (0.060%) Kibana
7 2 (0.060%) Netcool
8 1 (0.030%) CA Single Sign-On
8 1 (0.030%) Cobbler
8 1 (0.030%) EMC NetWorker
8 1 (0.030%) Failover Clustering
8 1 (0.030%) LiteSpeed
8 1 (0.030%) Mesos
8 1 (0.030%) Oozie
8 1 (0.030%) Xymon
Vendors
1 723 (21.72%) Microsoft
2 708 (21.27%) Oracle
3 267 (8.02%) Tableau
4 245 (7.36%) SAP
5 219 (6.58%) Informatica
6 135 (4.06%) Cognos
7 98 (2.94%) Salesforce.com
8 90 (2.70%) IBM
9 64 (1.92%) Teradata
10 51 (1.53%) Talend
11 41 (1.23%) Google
12 39 (1.17%) Hyperion
12 39 (1.17%) Netezza
13 30 (0.90%) Ab Initio
13 30 (0.90%) MicroStrategy
14 27 (0.81%) Cognizant
14 27 (0.81%) Sybase
15 25 (0.75%) EXASOL
16 20 (0.60%) TIBCO
17 18 (0.54%) Siebel
Coventry, West Midlands (County)
Harvey Nash plc
Salary: £35000 - £39000 per annum
Posted: Yesterday
London
Advento Staffing Ltd
Salary: From £80,000 to £90,000 per annum plus bonus and benefits
Posted: Yesterday
Bradford, West Yorkshire
onezeero.
Salary: £30000 - £35000 per annum + Pension, Healthcare, Bonus scheme
Posted: Yesterday
Bath, Avon
X4 Group
Salary: £25k - 40k per year
Posted: Yesterday
London
Red10
Salary: £70000 - £75000 per annum
Posted: Yesterday
City, London
Parallel Consulting
Salary: £60000 - £65000 per annum + excellent benefits
Posted: Yesterday
Windsor, Berkshire
onezeero.
Salary: £40000 - £45000 per annum + Excellent Benefits
Posted: 2 days ago
North East
Ideal Training
Salary: £31000 - £41000 per annum + Base + Package
Posted: Yesterday
West Midlands (County)
APM Resources
Salary: Up to £65,000 per annum plus benefits
Posted: Yesterday
Bracknell, Berkshire
Sally Salon Services
Salary: competitive
Posted: Yesterday
North West London
Sopra Steria Recruitment
Salary: From £45,000 to £60,000 per annum Plus excellent benefits
Posted: Yesterday
Birkenhead, Merseyside
Searchability
Salary: £35000 - £45000 per annum + benefits
Posted: 2 days ago
Slough, Berkshire
Evolution Recruitment Solutions
Salary: Up to 55,000 + Benefits
Posted: 2 days ago
Bath, Avon
CPS Group UK
Salary: £33000 - £40000 per annum + pension
Posted: 3 days ago
City, London
Pioneer Search
Salary: £45000 - £55000 per annum + Bonus + Benefits
Posted: Yesterday
Manchester, Lancashire
ReThink Recruitment
Posted: 3 days ago
Harrogate, North Yorkshire
Head Resourcing
Posted: 4 days ago
Watford, Hertfordshire
Premier IT
Salary: £45000 - £55000 per annum + Benefits
Posted: 2 days ago
Okehampton, Devon
Redrock Consulting Ltd
Salary: £28000.00 - £35000.00 per annum
Posted: 2 days ago
Sheffield, South Yorkshire
Searchability
Salary: £45000 - £50000 per annum + benefits
Posted: 3 days ago
London
Information Technology Services
Salary: £60k - 80k per year + Benefits
Posted: Yesterday
London
Lawrence Harvey Enterprise
Salary: £80000 - £100000 per annum + bonus + extensive corp bens
Posted: 3 days ago
Bradford, West Yorkshire
Rullion IT Plus
Salary: £30000 - £37000 per annum + Bonus + Health + Pension
Posted: 5 days ago
City, London
Streamline Connections
Salary: £45000 - £60000.00 per annum + Benefits
Posted: 2 days ago
Derbyshire
HAYS INFORMATION TECHNOLOGY
Salary: £55000.00 - £56000.00 per annum
Posted: 3 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £35,000 per annum
Posted: 3 days ago
London
Lorien Resourcing
Salary: £65000 per annum
Posted: 4 days ago
Oxford, Oxfordshire
X4 Group
Salary: £30k - 40k per year
Posted: 4 days ago
Liverpool, Merseyside
Erin Associates
Salary: £45000 - £48000 per annum + excellent benefits
Posted: 4 days ago