The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 24 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Aug 2016
Same period 2015 Same period 2014
Data Modelling
Rank 148 144 120
Rank change year-on-year
-4 -24
Permanent jobs citing Data Modelling 876 1048 1213
As % of all permanent IT jobs located in London 2.23% 2.36% 2.59%
As % of the Processes & Methodologies category 2.48% 2.68% 2.97%
Number of salaries quoted 738 851 1022
Median salary £65,000 £60,000 £60,000
Median salary % change year-on-year
+8.33% -
90% offered a salary of more than £45,350 £42,500 £40,000
10% offered a salary of more than £90,000 £88,500 £82,500
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
Data Modelling
England

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

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
35303 39146 40846
As % of all permanent IT jobs located in London 89.79% 88.20% 87.12%
Number of salaries quoted 30599 32958 33690
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £40,000 £37,500 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in London

The demand trend of job ads across the London 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 London

Data Modelling
Salary Trend in London

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

Data Modelling Salary Trend in London

Data Modelling
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Data Modelling across the London region over the 3 months to 24 August 2016.

Data Modelling Salary Histogram in London

Data Modelling
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the London region over the 3 months to 24 August 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
City of London -8 141 £60,000 -4.00% 20
Croydon -2 4 £47,500 +18.75% 2
Docklands, London +9 3 - -
Harrow - 3 - -
Bromley - 2 £77,500 - 1
Hendon - 2 - -
Uxbridge -3 1 £41,500 -24.54% 2
Ealing - 1 £47,500 -
Wimbledon - 1 - -
Hayes - 1 £42,500 -
Surbiton - 1 £52,500 -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in London

For the 6 months to 24 August 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 London region with a requirement for Data Modelling.

1 807 (46.86%) SQL
2 681 (39.55%) Business Intelligence
3 658 (38.21%) Finance
4 606 (35.19%) Data Warehouse
5 548 (31.82%) ETL
6 518 (30.08%) Agile Software Development
7 477 (27.70%) Analytical Skills
8 413 (23.98%) SQL Server
9 357 (20.73%) Analytics
10 342 (19.86%) Degree
11 334 (19.40%) Microsoft
12 314 (18.23%) Oracle
13 305 (17.71%) Java
14 287 (16.67%) SQL Server Integration Services
15 254 (14.75%) Data Architecture
16 246 (14.29%) Data Management
17 239 (13.88%) SQL Server Reporting Services
18 218 (12.66%) Data Quality
19 204 (11.85%) SDLC
20 189 (10.98%) MS Excel
21 188 (10.92%) Relational Database
22 187 (10.86%) Big Data
23 184 (10.69%) Data Integration
24 182 (10.57%) Data Analysis
25 179 (10.39%) Computer Science
26 173 (10.05%) Python
26 173 (10.05%) T-SQL
27 169 (9.81%) Tableau
28 165 (9.58%) UML
28 165 (9.58%) Banking

Data Modelling
Top Related IT Skills in London 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 73 (4.24%) Apache Spark
2 61 (3.54%) SAS
2 61 (3.54%) SharePoint
3 46 (2.67%) CMS
4 33 (1.92%) Elasticsearch
5 30 (1.74%) Confluence
6 23 (1.34%) Apache Pig
7 16 (0.93%) Apache Solr
8 14 (0.81%) Apache
9 8 (0.46%) BizTalk Server
9 8 (0.46%) WebLogic
9 8 (0.46%) WebSphere
10 7 (0.41%) MS Exchange
10 7 (0.41%) Oracle Service Bus
11 6 (0.35%) Adobe Experience Manager
11 6 (0.35%) MQSeries
12 5 (0.29%) PowerExchange
12 5 (0.29%) SharePoint 2013
13 4 (0.23%) Alfresco
13 4 (0.23%) Oracle Workflow
Applications
1 189 (10.98%) MS Excel
2 41 (2.38%) MS Visio
3 29 (1.68%) MS Office
4 27 (1.57%) SPSS
5 18 (1.05%) MS PowerPoint
6 7 (0.41%) Spreadsheet
7 4 (0.23%) Stata
8 2 (0.12%) CPLEX
8 2 (0.12%) Mathematica
8 2 (0.12%) MS Project
9 1 (0.058%) EViews
9 1 (0.058%) InDesign
9 1 (0.058%) S-PLUS
Business Applications
1 21 (1.22%) Oracle EBS
2 20 (1.16%) Markit EDM
3 16 (0.93%) Dynamics CRM
4 13 (0.75%) Oracle CRM
5 12 (0.70%) SAP MDM
6 10 (0.58%) SAP ERP
7 9 (0.52%) SAP ECC
7 9 (0.52%) SAP HR
7 9 (0.52%) SAP hybris
8 8 (0.46%) Cognos TM1
9 7 (0.41%) FastStats
10 5 (0.29%) Cognos Business Intelligence
10 5 (0.29%) Dynamics AX
10 5 (0.29%) SAP Oil and Gas
11 4 (0.23%) SAP BPC
12 3 (0.17%) Oracle EBS R12
12 3 (0.17%) Oracle ERP
12 3 (0.17%) Oracle Procure-to-Pay
12 3 (0.17%) PeopleSoft HCM
13 2 (0.12%) Oracle Retail
Cloud Services
1 134 (7.78%) Amazon AWS
2 50 (2.90%) Microsoft Azure
3 43 (2.50%) GitHub
4 32 (1.86%) SaaS
5 14 (0.81%) Force.com
6 13 (0.75%) Amazon EC2
6 13 (0.75%) Google Cloud Platform
7 11 (0.64%) Google Drive
8 10 (0.58%) Amazon S3
9 9 (0.52%) Cloud Computing
10 8 (0.46%) iPaaS
10 8 (0.46%) Oracle CX
11 7 (0.41%) Amazon EMR
11 7 (0.41%) Google Analytics
11 7 (0.41%) Heroku
12 5 (0.29%) Office 365
13 4 (0.23%) Amazon Kinesis
14 3 (0.17%) Veeva
15 2 (0.12%) SmartFocus
15 2 (0.12%) SuccessFactors
Communications & Networking
1 28 (1.63%) Internet
2 15 (0.87%) Multicast
2 15 (0.87%) TCP/IP
3 13 (0.75%) HTTP
4 11 (0.64%) Skype
5 8 (0.46%) HTTPS
6 5 (0.29%) FTP
7 3 (0.17%) SAN
7 3 (0.17%) SNMP
7 3 (0.17%) SSH
7 3 (0.17%) Wireless
8 2 (0.12%) Ethernet
8 2 (0.12%) MPLS
9 1 (0.058%) Remote Desktop
Database & Business Intelligence
1 606 (35.19%) Data Warehouse
2 413 (23.98%) SQL Server
3 287 (16.67%) SQL Server Integration Services
4 239 (13.88%) SQL Server Reporting Services
5 188 (10.92%) Relational Database
6 187 (10.86%) Big Data
7 153 (8.89%) SQL Server Analysis Services
8 152 (8.83%) Hadoop
9 132 (7.67%) QlikView
10 116 (6.74%) BusinessObjects
11 95 (5.52%) Oracle Database
12 89 (5.17%) MySQL
13 87 (5.05%) SQL Server 2012
14 85 (4.94%) NoSQL
15 84 (4.88%) SQL Server 2008
16 70 (4.07%) Power BI
17 63 (3.66%) Data Mart
18 59 (3.43%) PowerCenter
18 59 (3.43%) SQL Server 2014
19 58 (3.37%) OLAP
Development Applications
1 74 (4.30%) JIRA
2 62 (3.60%) Git (software)
3 48 (2.79%) Jenkins
4 41 (2.38%) Cucumber
5 40 (2.32%) RSpec
6 34 (1.97%) ERwin
7 29 (1.68%) Talend Open Studio
8 23 (1.34%) Subversion
9 18 (1.05%) Team Foundation Server
10 16 (0.93%) Visual Studio
11 11 (0.64%) PowerDesigner
12 10 (0.58%) Rational DOORS
13 8 (0.46%) JUnit
13 8 (0.46%) Maven
13 8 (0.46%) Selenium
13 8 (0.46%) Xcode
14 7 (0.41%) Appcelerator Titanium
14 7 (0.41%) Oracle Forms
15 6 (0.35%) SQL Server Management Studio (SSMS)
15 6 (0.35%) WiX
General
1 658 (38.21%) Finance
2 165 (9.58%) Banking
3 150 (8.71%) Retail
4 86 (4.99%) Legal
5 79 (4.59%) Marketing
6 67 (3.89%) Investment Banking
7 58 (3.37%) Front Office
8 55 (3.19%) Law
9 47 (2.73%) Advertising
10 43 (2.50%) Telecoms
11 35 (2.03%) Publishing
12 34 (1.97%) Financial Institution
13 32 (1.86%) Games
14 29 (1.68%) Back Office
15 10 (0.58%) French Language
16 6 (0.35%) Manufacturing
16 6 (0.35%) Pharmaceutical
17 4 (0.23%) Billing
17 4 (0.23%) General Ledger
18 3 (0.17%) Automotive
Job Titles
1 555 (32.23%) Developer
2 427 (24.80%) Analyst
3 358 (20.79%) Architect
4 245 (14.23%) Business Analyst
5 226 (13.12%) Data Architect
6 147 (8.54%) SQL Developer
7 137 (7.96%) Business Intelligence Developer
8 123 (7.14%) Senior Developer
9 104 (6.04%) Data Analyst
10 96 (5.57%) Consultant
11 87 (5.05%) SSIS Developer
12 63 (3.66%) DBA
12 63 (3.66%) ETL Developer
13 57 (3.31%) Senior Analyst
14 56 (3.25%) Business Intelligence Analyst
15 53 (3.08%) Business Intelligence Consultant
16 50 (2.90%) SSRS Developer
17 48 (2.79%) SQL Server Developer
18 47 (2.73%) Solutions Architect
19 44 (2.56%) Technical Architect
Libraries, Frameworks & Software Standards
1 152 (8.83%) .NET
2 130 (7.55%) XML
3 126 (7.32%) Web Services
4 117 (6.79%) HTML
5 91 (5.28%) CSS
6 79 (4.59%) MDX
7 72 (4.18%) .NET Framework
8 70 (4.07%) REST
9 62 (3.60%) AngularJS
10 56 (3.25%) HTML5
11 53 (3.08%) SOAP
12 40 (2.32%) JMS
13 35 (2.03%) Ruby on Rails
14 33 (1.92%) Middleware
15 30 (1.74%) ASP.NET
16 26 (1.51%) Spring
17 25 (1.45%) jQuery
18 24 (1.39%) JSON
18 24 (1.39%) RESTful
19 23 (1.34%) XSD
Miscellaneous
1 477 (27.70%) Analytical Skills
2 184 (10.69%) Data Integration
3 179 (10.39%) Computer Science
4 158 (9.18%) Visualisation
5 143 (8.30%) Management Information System
6 113 (6.56%) Data Structures
7 60 (3.48%) Mathematics
7 60 (3.48%) Statistics
8 44 (2.56%) User Experience
9 43 (2.50%) Fixed Income
10 41 (2.38%) Replication
11 37 (2.15%) Economics
12 35 (2.03%) Derivative
13 34 (1.97%) Enterprise Software
14 33 (1.92%) Fintech
14 33 (1.92%) Reference Data
15 30 (1.74%) Equities
16 19 (1.10%) Physics
17 16 (0.93%) Algorithms
18 15 (0.87%) Semantic Web
Operating Systems
1 121 (7.03%) Linux
2 99 (5.75%) Unix
3 44 (2.56%) Windows
4 16 (0.93%) Apple iOS
5 10 (0.58%) Android
5 10 (0.58%) Red Hat Enterprise Linux
6 6 (0.35%) Ubuntu
7 4 (0.23%) Windows Server
7 4 (0.23%) Windows Server 2008
7 4 (0.23%) Windows Server 2012
8 3 (0.17%) CentOS
9 2 (0.12%) Solaris
10 1 (0.058%) Debian
10 1 (0.058%) Windows 2000
10 1 (0.058%) Windows 8
10 1 (0.058%) Windows Vista
10 1 (0.058%) Windows XP
Processes & Methodologies
1 681 (39.55%) Business Intelligence
2 548 (31.82%) ETL
3 518 (30.08%) Agile Software Development
4 357 (20.73%) Analytics
5 254 (14.75%) Data Architecture
6 246 (14.29%) Data Management
7 204 (11.85%) SDLC
8 182 (10.57%) Data Analysis
9 165 (9.58%) UML
10 161 (9.35%) Business Analysis
11 149 (8.65%) SOA
12 140 (8.13%) Data Governance
13 139 (8.07%) Performance Tuning
14 131 (7.61%) Project Management
15 129 (7.49%) Scrum
16 120 (6.97%) CRM
17 117 (6.79%) Logical Data Model
18 116 (6.74%) Stakeholder Management
19 114 (6.62%) Data Analytics
20 111 (6.45%) Migration
Programming Languages
1 807 (46.86%) SQL
2 305 (17.71%) Java
3 173 (10.05%) Python
3 173 (10.05%) T-SQL
4 145 (8.42%) PL/SQL
5 133 (7.72%) JavaScript
6 130 (7.55%) C#
7 79 (4.59%) C++
8 72 (4.18%) VBA
9 63 (3.66%) PHP
10 54 (3.14%) Ruby
11 49 (2.85%) Scala
12 48 (2.79%) Shell Script
13 46 (2.67%) R
14 39 (2.26%) Perl
15 36 (2.09%) C
16 31 (1.80%) Data Analysis Expressions (DAX)
17 25 (1.45%) VB
18 21 (1.22%) VB.NET
19 18 (1.05%) Groovy
Qualifications
1 342 (19.86%) Degree
2 54 (3.14%) ISEB
3 34 (1.97%) Security Cleared
4 24 (1.39%) PhD
5 15 (0.87%) ITIL Foundation Certificate
6 14 (0.81%) PRINCE2 Certification
7 13 (0.75%) PMI Certification
8 12 (0.70%) Microsoft Certification
8 12 (0.70%) Oracle Certification
8 12 (0.70%) SC Cleared
9 11 (0.64%) IIBA
10 9 (0.52%) MCITP
11 8 (0.46%) MBA
11 8 (0.46%) MCP
11 8 (0.46%) OCP
12 6 (0.35%) MCTS
12 6 (0.35%) SAS Certification
13 5 (0.29%) CBAP
13 5 (0.29%) ISTQB
14 4 (0.23%) CITP
Quality Assurance & Compliance
1 218 (12.66%) Data Quality
2 85 (4.94%) QA
3 19 (1.10%) SLA
4 13 (0.75%) MiFID
5 10 (0.58%) JSP 440
6 6 (0.35%) CRD IV
7 5 (0.29%) Solvency II
8 4 (0.23%) Dodd-Frank
9 3 (0.17%) EMIR
10 2 (0.12%) Basel III
10 2 (0.12%) ISO20022
11 1 (0.058%) Actionable Recommendations
11 1 (0.058%) COBIT
11 1 (0.058%) COREP
11 1 (0.058%) FATCA
11 1 (0.058%) FINREP
11 1 (0.058%) HL7
11 1 (0.058%) UCITS
System Software
1 12 (0.70%) HDFS
2 11 (0.64%) Oracle RAC
3 8 (0.46%) Active Directory
4 7 (0.41%) Docker
5 6 (0.35%) Apache Flume
5 6 (0.35%) VMware Infrastructure
6 3 (0.17%) vCloud
6 3 (0.17%) Virtual Machines
7 1 (0.058%) Btrfs
7 1 (0.058%) Gluster
7 1 (0.058%) GPFS
7 1 (0.058%) GridGain
7 1 (0.058%) Varnish
7 1 (0.058%) vSphere
7 1 (0.058%) Xen
Systems Management
1 46 (2.67%) Puppet
2 20 (1.16%) Ansible
3 17 (0.99%) Opscode Chef
4 15 (0.87%) Control-M
5 7 (0.41%) Data Guard
5 7 (0.41%) Failover Clustering
6 6 (0.35%) Oracle Enterprise Manager
7 5 (0.29%) Oozie
7 5 (0.29%) Oracle EDQ
8 3 (0.17%) Hadoop YARN
8 3 (0.17%) Oracle RMAN
9 2 (0.12%) Grafana
9 2 (0.12%) Kubernetes
9 2 (0.12%) Netcool
10 1 (0.058%) CA Single Sign-On
10 1 (0.058%) Cobbler
10 1 (0.058%) Kibana
10 1 (0.058%) Mesos
10 1 (0.058%) Xymon
Vendors
1 334 (19.40%) Microsoft
2 314 (18.23%) Oracle
3 169 (9.81%) Tableau
4 147 (8.54%) Informatica
5 95 (5.52%) SAP
6 73 (4.24%) Salesforce.com
7 65 (3.77%) Cognos
8 37 (2.15%) IBM
9 36 (2.09%) Google
10 35 (2.03%) Teradata
11 34 (1.97%) EXASOL
12 29 (1.68%) Talend
13 27 (1.57%) Netezza
14 24 (1.39%) Sybase
15 22 (1.28%) MicroStrategy
16 21 (1.22%) Cognizant
17 20 (1.16%) TIBCO
18 18 (1.05%) Ab Initio
18 18 (1.05%) hybris
18 18 (1.05%) Vertica
City, London
Evolution Recruitment Solutions
Salary: 38,000 + Benefits
Posted: 7 hours ago
London
Harvey Nash plc
Salary: £80000 - £85000 per annum + Bonus & Excellent Package
Posted: 7 hours ago
London
Talent International
Salary: £30000 per annum + Benefits
Posted: 7 hours ago
City, London
ANSON MCCADE
Salary: Up to £95k
Posted: 3 hours ago
London
Talent International
Salary: £70000 - £95000 per annum + Benefits
Posted: 7 hours ago
London
Lawrence Harvey Enterprise
Salary: £50000.00 - £85000.00 per annum + bonus + benefits
Posted: 9 hours ago
London
Mason Frank International
Salary: £70000 - £90000 per annum
Posted: Yesterday
London
Coal IT Services
Salary: From £40,000 to £40,000 per annum + Package
Posted: Yesterday
London
Hays Finance Technology
Salary: £65000.00 - £75000.00 per annum
Posted: 2 days ago
London
Lorien Resourcing
Salary: £30000 - £36000 per annum + Bonus + Benefits
Posted: 2 days ago
City, London
Robert Half
Salary: £55000 - £75000 per annum
Posted: 2 days ago
City, London
Client Server
Salary: £45k to £55k + benefits
Posted: 2 days ago
South East London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £45000 - £60000 Per Annum + Benefits + negotiable package
Posted: 6 hours ago
London
Information Technology Services
Salary: £60k - 80k per year + Benefits
Posted: Yesterday
West London
Opus Resourcing Ltd
Salary: £65000 - £80000 per annum + Bens + Bonus to 20%
Posted: Yesterday
London
Oho Group Ltd.
Salary: £45000 - £70000 per annum, Benefits excellent benefits and share optio
Posted: 23 hours ago
London
Opus Resourcing Ltd
Salary: £75000 - £90000 per annum + Bens + Bonus to 20%
Posted: Yesterday
London
Mason Frank International
Salary: £75000 - £95000 per annum + bonus
Posted: 2 days ago
London
Capita Resourcing - IT Resourcing
Salary: £40000 - £50000 per annum + benefit
Posted: 2 days ago
City, London
DCM Select
Salary: From £85,000 to £115,000 per annum
Posted: 5 days ago
London
Technology People UK
Salary: Up to £90,000 + Bonus + Benefits
Posted: 6 days ago
City, London
Mason Frank International
Salary: £60000 - £80000 per annum + bonus, pension, health
Posted: Yesterday
Central London / West End
Venturi
Salary: £55000 - £65000 per annum + benefits
Posted: 2 days ago
London
Digitech Resourcing Ltd
Salary: From £60,000 to £70,000 per annum Great Bens and fantastic onsite faci
Posted: 2 days ago
West London
Optima Connections
Salary: From £65,000 to £85,000 per annum + Bonus + Benefits
Posted: 2 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 6 days ago
London
Networking People
Salary: £75000 - £85000 per annum + Ex Bens
Posted: 6 days ago
London
Lawrence Harvey Enterprise
Salary: £50000 - £80000 per annum + bonus + benefits
Posted: 6 days ago
London
Met Police
Salary: From £49,261 to £54,070 per annum
Posted: 2 days ago