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 24 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 181 161 152
Rank change year-on-year
-20 -9
Permanent jobs citing Data Modelling 1689 1979 2290
As % of all permanent IT jobs located in England 1.83% 1.99% 2.06%
As % of the Processes & Methodologies category 2.08% 2.31% 2.41%
Number of salaries quoted 1356 1565 1872
Median salary £55,000 £54,500 £50,000
Median salary % change year-on-year
+0.91% +9.00%
90% offered a salary of more than £39,000 £36,500 £35,000
10% offered a salary of more than £77,500 £80,000 £75,000
UK excluding London median salary £47,500 £45,000 £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
81094 85836 94997
As % of all permanent IT jobs located in England 87.93% 86.29% 85.41%
Number of salaries quoted 68286 70492 77872
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,000 £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 24 May 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 24 May 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 -35 846 £62,500 - 95
South East -17 339 £47,500 -5.00% 35
East of England +34 118 £50,000 +4.16% 19
Yorkshire +5 94 £47,500 +18.75% 14
North West +48 82 £45,000 - 13
West Midlands -11 80 £45,000 - 12
South West -33 66 £41,000 -1.20% 7
East Midlands +10 60 £52,500 +16.66% 2
North East -4 7 £40,000 +14.28% 3
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in England

For the 6 months to 24 May 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 1824 (49.62%) SQL
2 1545 (42.03%) Business Intelligence
3 1185 (32.24%) Data Warehouse
4 1146 (31.18%) Finance
5 1063 (28.92%) SQL Server
6 1060 (28.84%) Agile Software Development
7 1056 (28.73%) ETL
8 900 (24.48%) Analytical Skills
9 857 (23.31%) Microsoft
10 783 (21.30%) Oracle
11 746 (20.29%) SQL Server Integration Services
12 725 (19.72%) Degree
13 693 (18.85%) Analytics
14 674 (18.34%) SQL Server Reporting Services
15 569 (15.48%) Data Management
16 544 (14.80%) Java
17 512 (13.93%) MS Excel
18 496 (13.49%) SQL Server Analysis Services
19 456 (12.40%) SDLC
20 432 (11.75%) Relational Database
21 430 (11.70%) Data Analysis
22 428 (11.64%) Data Architecture
23 423 (11.51%) Data Quality
24 413 (11.24%) T-SQL
25 386 (10.50%) .NET
26 379 (10.31%) UML
27 368 (10.01%) Business Analysis
28 364 (9.90%) Computer Science
29 349 (9.49%) Big Data
30 347 (9.44%) Management Information System

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
1 204 (5.55%) SAS
2 102 (2.77%) SharePoint
3 96 (2.61%) Confluence
4 66 (1.80%) CMS
5 62 (1.69%) Apache Spark
6 39 (1.06%) Node.js
7 35 (0.95%) Apache
8 33 (0.90%) Elasticsearch
9 32 (0.87%) Apache Pig
10 31 (0.84%) JBoss
10 31 (0.84%) WebSphere
11 26 (0.71%) Apache Solr
12 25 (0.68%) BizTalk Server
13 18 (0.49%) Umbraco
13 18 (0.49%) WebLogic
14 17 (0.46%) IIS
15 16 (0.44%) NetWeaver
16 15 (0.41%) Mule
17 14 (0.38%) Tomcat
18 13 (0.35%) NServiceBus
Applications
1 512 (13.93%) MS Excel
2 161 (4.38%) MS Office
3 124 (3.37%) MS Visio
4 77 (2.09%) SPSS
5 53 (1.44%) MS PowerPoint
6 33 (0.90%) Spreadsheet
7 6 (0.16%) MS Project
7 6 (0.16%) OmniGraffle
8 2 (0.054%) Stata
9 1 (0.027%) Adobe Illustrator
9 1 (0.027%) AutoCAD
9 1 (0.027%) InDesign
9 1 (0.027%) Photoshop
9 1 (0.027%) Revit
Business Applications
1 69 (1.88%) Dynamics CRM
2 67 (1.82%) Oracle EBS
3 31 (0.84%) HFM
4 28 (0.76%) Oracle EBS R12
5 24 (0.65%) Cognos Business Intelligence
6 21 (0.57%) Markit EDM
7 20 (0.54%) Hyperion Planning
7 20 (0.54%) Oracle 11i
8 19 (0.52%) Oracle ERP
8 19 (0.52%) Oracle Financials
9 16 (0.44%) SAP FI
10 14 (0.38%) SAP BPC
11 13 (0.35%) SAP Business One
12 12 (0.33%) Oracle Applications
13 11 (0.30%) Cognos TM1
13 11 (0.30%) SAP Oil and Gas
14 10 (0.27%) Oracle Assets
14 10 (0.27%) Oracle Payables
15 9 (0.24%) Adobe Campaign
15 9 (0.24%) Tesseract
Cloud Services
1 153 (4.16%) Amazon AWS
2 109 (2.97%) Microsoft Azure
3 67 (1.82%) SaaS
4 45 (1.22%) GitHub
5 36 (0.98%) Amazon EC2
6 33 (0.90%) Cloud Computing
7 23 (0.63%) Amazon S3
8 21 (0.57%) PaaS
9 18 (0.49%) Force.com
10 13 (0.35%) Google Cloud Platform
11 10 (0.27%) Office 365
12 9 (0.24%) Google Analytics
12 9 (0.24%) Heroku
13 7 (0.19%) Oracle CX
14 6 (0.16%) Google Drive
14 6 (0.16%) Lucidchart
15 4 (0.11%) Amazon Kinesis
15 4 (0.11%) IaaS
15 4 (0.11%) Veeva
16 3 (0.082%) Amazon EMR
Communications & Networking
1 41 (1.12%) HTTP
2 33 (0.90%) Internet
3 14 (0.38%) SAN
4 13 (0.35%) SSL
5 12 (0.33%) TCP/IP
6 11 (0.30%) SSH
7 9 (0.24%) HTTPS
8 8 (0.22%) Intranet
8 8 (0.22%) LAN
9 6 (0.16%) Multicast
9 6 (0.16%) Skype
9 6 (0.16%) Wireless
10 4 (0.11%) WAN
10 4 (0.11%) Wi-Fi
10 4 (0.11%) WLAN
11 3 (0.082%) FTP
11 3 (0.082%) NAS
11 3 (0.082%) VoIP
12 2 (0.054%) Extranet
12 2 (0.054%) LDAP
Database & Business Intelligence
1 1185 (32.24%) Data Warehouse
2 1063 (28.92%) SQL Server
3 746 (20.29%) SQL Server Integration Services
4 674 (18.34%) SQL Server Reporting Services
5 496 (13.49%) SQL Server Analysis Services
6 432 (11.75%) Relational Database
7 349 (9.49%) Big Data
8 320 (8.71%) BusinessObjects
9 251 (6.83%) QlikView
10 228 (6.20%) Hadoop
11 223 (6.07%) SQL Server 2008
12 203 (5.52%) Oracle Database
13 200 (5.44%) SQL Server 2012
14 196 (5.33%) MySQL
15 170 (4.62%) NoSQL
16 168 (4.57%) Data Mining
17 149 (4.05%) OLAP
18 140 (3.81%) RDBMS
19 117 (3.18%) Enterprise Data Warehouse
20 115 (3.13%) Data Mart
Development Applications
1 144 (3.92%) JIRA
2 102 (2.77%) ERwin
3 98 (2.67%) Git (software)
4 89 (2.42%) Team Foundation Server
5 81 (2.20%) Jenkins
6 70 (1.90%) Visual Studio
7 69 (1.88%) Cucumber
8 59 (1.61%) Balsamiq Mockups
9 55 (1.50%) JUnit
10 54 (1.47%) Subversion
11 52 (1.41%) Talend Open Studio
12 43 (1.17%) Selenium
13 41 (1.12%) RSpec
14 39 (1.06%) Maven
15 25 (0.68%) Eclipse
15 25 (0.68%) Toad
16 20 (0.54%) HP UFT
17 18 (0.49%) Oracle Forms
17 18 (0.49%) Rational DOORS
18 15 (0.41%) Hudson
General
1 1146 (31.18%) Finance
2 317 (8.62%) Retail
3 239 (6.50%) Banking
4 167 (4.54%) Marketing
5 123 (3.35%) Telecoms
6 103 (2.80%) Legal
7 95 (2.58%) Investment Banking
8 84 (2.29%) Publishing
9 71 (1.93%) Front Office
10 68 (1.85%) Law
11 65 (1.77%) Advertising
12 62 (1.69%) Automotive
13 45 (1.22%) Back Office
14 44 (1.20%) Aerospace
15 39 (1.06%) Pharmaceutical
16 37 (1.01%) Games
17 36 (0.98%) Financial Institution
18 26 (0.71%) Manufacturing
19 25 (0.68%) Billing
20 15 (0.41%) General Ledger
Job Titles
1 1221 (33.22%) Developer
2 940 (25.57%) Analyst
3 628 (17.08%) Architect
4 487 (13.25%) Business Analyst
5 329 (8.95%) Data Architect
6 313 (8.51%) Business Intelligence Developer
7 311 (8.46%) SQL Developer
8 301 (8.19%) Senior Developer
9 256 (6.96%) Consultant
10 231 (6.28%) Data Analyst
11 206 (5.60%) SSIS Developer
12 164 (4.46%) SSRS Developer
13 149 (4.05%) DBA
14 145 (3.94%) Business Intelligence Consultant
15 129 (3.51%) Business Intelligence Analyst
16 123 (3.35%) SSAS Developer
17 121 (3.29%) Business Developer
18 119 (3.24%) SQL DBA
19 115 (3.13%) Solutions Architect
20 110 (2.99%) Java Developer
Libraries, Frameworks & Software Standards
1 386 (10.50%) .NET
2 297 (8.08%) XML
3 274 (7.45%) Web Services
4 255 (6.94%) HTML
5 217 (5.90%) CSS
6 191 (5.20%) MDX
7 119 (3.24%) SOAP
8 118 (3.21%) .NET Framework
9 107 (2.91%) REST
10 103 (2.80%) AngularJS
11 95 (2.58%) ASP.NET
11 95 (2.58%) HTML5
12 88 (2.39%) JSON
13 83 (2.26%) jQuery
14 76 (2.07%) Spring
15 64 (1.74%) Middleware
16 56 (1.52%) JMS
17 53 (1.44%) XML Schema
18 52 (1.41%) RESTful
19 46 (1.25%) J2EE
Miscellaneous
1 900 (24.48%) Analytical Skills
2 364 (9.90%) Computer Science
3 347 (9.44%) Management Information System
4 343 (9.33%) Data Integration
5 285 (7.75%) Visualisation
6 256 (6.96%) Data Structures
7 123 (3.35%) Enterprise Software
8 112 (3.05%) Mathematics
9 110 (2.99%) User Experience
10 109 (2.97%) Statistics
11 79 (2.15%) Replication
12 63 (1.71%) Derivative
13 60 (1.63%) Algorithms
14 58 (1.58%) Fixed Income
14 58 (1.58%) Mobile App
15 57 (1.55%) Taxonomies
16 46 (1.25%) Economics
16 46 (1.25%) Fintech
17 44 (1.20%) Equities
18 37 (1.01%) Semantic Web
Operating Systems
1 191 (5.20%) Linux
2 170 (4.62%) Unix
3 123 (3.35%) Windows
4 19 (0.52%) Android
5 18 (0.49%) Apple iOS
6 16 (0.44%) Red Hat Enterprise Linux
7 13 (0.35%) Windows Server
8 11 (0.30%) CentOS
9 5 (0.14%) Solaris
9 5 (0.14%) zOS
10 2 (0.054%) Windows 7
10 2 (0.054%) Windows Server 2012
10 2 (0.054%) Windows Vista
11 1 (0.027%) Debian
11 1 (0.027%) Windows 2000
11 1 (0.027%) Windows Mobile
11 1 (0.027%) Windows Server 2008
Processes & Methodologies
1 1545 (42.03%) Business Intelligence
2 1060 (28.84%) Agile Software Development
3 1056 (28.73%) ETL
4 693 (18.85%) Analytics
5 569 (15.48%) Data Management
6 456 (12.40%) SDLC
7 430 (11.70%) Data Analysis
8 428 (11.64%) Data Architecture
9 379 (10.31%) UML
10 368 (10.01%) Business Analysis
11 331 (9.00%) Project Management
12 329 (8.95%) Logical Data Model
13 313 (8.51%) Scrum
14 312 (8.49%) SOA
15 295 (8.03%) Stakeholder Management
16 272 (7.40%) Migration
17 264 (7.18%) Data Governance
18 247 (6.72%) Performance Tuning
19 235 (6.39%) Data Analytics
20 231 (6.28%) Physical Data Model
Programming Languages
1 1824 (49.62%) SQL
2 544 (14.80%) Java
3 413 (11.24%) T-SQL
4 325 (8.84%) C#
5 293 (7.97%) PL/SQL
6 285 (7.75%) JavaScript
7 213 (5.79%) Python
8 142 (3.86%) C++
9 120 (3.26%) C
10 111 (3.02%) PHP
11 96 (2.61%) R
12 82 (2.23%) Shell Script
12 82 (2.23%) VBA
13 74 (2.01%) Ruby
14 46 (1.25%) VB.NET
15 42 (1.14%) VB
16 41 (1.12%) ABAP
16 41 (1.12%) Scala
17 39 (1.06%) Perl
18 24 (0.65%) Apex Code
Qualifications
1 725 (19.72%) Degree
2 77 (2.09%) ISEB
3 65 (1.77%) Security Cleared
4 46 (1.25%) Microsoft Certification
5 37 (1.01%) SC Cleared
6 27 (0.73%) PhD
7 25 (0.68%) MBA
8 22 (0.60%) MCITP
9 18 (0.49%) PRINCE2 Certification
9 18 (0.49%) SAS Certification
10 12 (0.33%) CIMA
10 12 (0.33%) ISTQB
11 11 (0.30%) ACCA
12 10 (0.27%) PMI Certification
13 9 (0.24%) CBAP
13 9 (0.24%) IIBA
14 8 (0.22%) Postgraduate
15 7 (0.19%) DV Cleared
15 7 (0.19%) PMP
16 6 (0.16%) Oracle Certification
Quality Assurance & Compliance
1 423 (11.51%) Data Quality
2 252 (6.86%) QA
3 26 (0.71%) SLA
4 19 (0.52%) GAAP
5 18 (0.49%) Solvency II
6 15 (0.41%) JSP 440
7 10 (0.27%) ISO/IEC 27001
7 10 (0.27%) PCI DSS
8 9 (0.24%) MiFID
9 8 (0.22%) COBIT
9 8 (0.22%) EMIR
10 7 (0.19%) ISO 9001
11 5 (0.14%) Basel II
11 5 (0.14%) Basel III
11 5 (0.14%) Dodd-Frank
11 5 (0.14%) ISO20022
12 4 (0.11%) COREP
12 4 (0.11%) CRD IV
12 4 (0.11%) FINREP
12 4 (0.11%) ISO 8583
System Software
1 20 (0.54%) Docker
2 15 (0.41%) Oracle RAC
2 15 (0.41%) VMware Infrastructure
3 14 (0.38%) HDFS
4 13 (0.35%) Active Directory
5 6 (0.16%) Apache Flume
6 4 (0.11%) vCloud
7 3 (0.082%) Cronacle
8 2 (0.054%) Tivoli Workload Scheduler
9 1 (0.027%) Hyper-V
9 1 (0.027%) SRDF
9 1 (0.027%) vSphere
9 1 (0.027%) Xen
Systems Management
1 43 (1.17%) Puppet
2 13 (0.35%) Ansible
3 10 (0.27%) Data Guard
4 9 (0.24%) Opscode Chef
5 6 (0.16%) OpenView
6 5 (0.14%) Oracle RMAN
7 4 (0.11%) ITRS Geneos
7 4 (0.11%) Netcool
7 4 (0.11%) Oracle Enterprise Manager
8 2 (0.054%) EMC NetWorker
8 2 (0.054%) Kibana
8 2 (0.054%) Mesos
8 2 (0.054%) Oracle EDQ
8 2 (0.054%) Tivoli
9 1 (0.027%) CA Single Sign-On
9 1 (0.027%) Cobbler
9 1 (0.027%) Hadoop YARN
9 1 (0.027%) HP Quality Center
9 1 (0.027%) LiteSpeed
9 1 (0.027%) Xymon
Vendors
1 857 (23.31%) Microsoft
2 783 (21.30%) Oracle
3 293 (7.97%) SAP
4 234 (6.37%) Tableau
5 196 (5.33%) Informatica
6 144 (3.92%) Cognos
7 99 (2.69%) IBM
8 93 (2.53%) Salesforce.com
9 83 (2.26%) Teradata
10 79 (2.15%) Hyperion
11 52 (1.41%) Talend
12 43 (1.17%) MicroStrategy
13 41 (1.12%) Netezza
14 34 (0.92%) Google
15 32 (0.87%) Ab Initio
16 31 (0.84%) Siebel
16 31 (0.84%) Sybase
17 24 (0.65%) Cognizant
17 24 (0.65%) HP
18 23 (0.63%) Adobe
City, London
Lawrence Harvey Enterprise
Salary: £70000.00 - £85000.00 per annum + 5% Bonus+ Benefits + Home based
Posted: 1 hour ago
London
Harvey Nash plc
Salary: £40000 - £55000 per annum
Posted: 1 hour ago
London
Harrington Starr
Salary: £65000 - £75000 per annum + bonus, benefits + training
Posted: 2 hours ago
Wiltshire
Salt
Salary: £40000 - £50000 per annum + Benefits
Posted: 3 hours ago
Hertford, Hertfordshire
Net Recruit.co.uk Ltd
Salary: Competitive + Benefits
Posted: 3 hours ago
West London
The People Network
Salary: £60000 - £75000 per annum + Bonus, Pension, Health
Posted: 4 hours ago
City, London
Pesaro
Salary: From £30,000 to £40,000 per annum Flex Benefits Package
Posted: 5 hours ago
City, London
Client Server
Salary: £60k to £70k + bonus + benefits
Posted: 6 hours ago
Manchester, Lancashire
Robert Walters
Salary: £70000 - £80000 per annum + leading benefits
Posted: 6 hours ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £45,000 per annum
Posted: 6 hours ago
City, London
Executive Recruitment Services (ERS)
Posted: 7 hours ago
High Wycombe, Buckinghamshire
People Source Consulting
Salary: £40000 - £45000 per annum + Bonus, Healthcare, Pension
Posted: 7 hours ago
London
Sage UK Limited
Posted: 9 hours ago
Woking, Surrey
Evolution Recruitment Solutions
Salary: circa 55,000 plus Excellent Benefits
Posted: 9 hours ago
London
ninesharp
Salary: £55000 - £65000 per annum + Bonus, Pension, Healthcare
Posted: 9 hours ago
Kent
Exposed Solutions
Salary: £20000 - £25000 per annum
Posted: 10 hours ago
Kidlington, Oxfordshire
CBS butler
Salary: Bonus, Pension, Shares
Posted: 19 hours ago
London
Harvey Nash plc
Salary: £70000 - £75000 per annum + VERY flexible - Life/Work Balance
Posted: Yesterday
City, London
Opus Resourcing Ltd
Salary: £65000 - £70000 per annum + 15%
Posted: Yesterday
London
Harvey Nash plc
Salary: £80000 per annum
Posted: Yesterday
Berkshire
Harvey Nash plc
Salary: £80000 - £85000 per annum + Comprehensive Package + 10% Bonus
Posted: Yesterday
Bristol, Avon
Redrock Consulting Ltd
Salary: £30000 - £45000 per annum
Posted: Yesterday
City, London
Asset Resourcing Ltd
Salary: £40000 - £56000 per annum + + benefits
Posted: Yesterday
London
Search Consultancy
Salary: £50000.00 - £70000.00 per annum + benefits
Posted: Yesterday
Cambridge, Cambridgeshire
ClearCube Consulting
Salary: From £35,000 to £40,000 per annum
Posted: Yesterday
Liverpool, Merseyside
Yodel
Salary: £39000 - £45000 per annum + Excellent Pension
Posted: Yesterday
London
Open Select Recruitment
Salary: £45000 - £65000 per annum + bonus + benefits
Posted: Yesterday
London
Keystream Resources Limited
Salary: Up to £63,000 per annum +excellent benefit package & holiday allowance
Posted: Yesterday
London
Information Technology Services
Salary: £60k - 80k per year + Benefits
Posted: Yesterday
South West London
Quant Capital
Salary: Up to £70,000 per annum Bonus Medical Pension
Posted: Yesterday
London
Oliver James Associates
Salary: £65000 - £85000 per annum + Car, PMI, Flexible benefits, bonus
Posted: Yesterday
Manchester, Lancashire
Peninsula
Salary: £30k - 40k per year + Excellent benefits
Posted: Yesterday
Newcastle, Staffordshire
Searchability
Salary: £25000 - £40000 per annum + benefits
Posted: Yesterday
London
Eaglecliff
Salary: From £60,000 to £70,000 per annum + Benefits
Posted: Yesterday
City, London
Eames Consulting
Salary: £70000 - £75000 per annum + Excellent Benefits
Posted: Yesterday
Leeds, West Yorkshire
The Bridge Ltd
Salary: Up to £45,000 per annum + benefits
Posted: Yesterday
Bath, Avon
Optima Connections
Salary: From £40,000 to £50,000 per annum + Good Bonus + Benefits
Posted: Yesterday
City, London
Pioneer Search Ltd
Salary: bonus + benefits
Posted: Yesterday
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £35000 - £50000 per annum
Posted: 4 days ago
London
Initi8 Recruitment
Salary: £32000 Per Annum
Posted: 4 days ago