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 25 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Sep 2016
Same period 2015 Same period 2014
Data Modelling
Rank 141 135 125
Rank change year-on-year
-6 -10
Permanent jobs citing Data Modelling 873 1069 1126
As % of all permanent IT jobs located in London 2.31% 2.42% 2.46%
As % of the Processes & Methodologies category 2.57% 2.74% 2.83%
Number of salaries quoted 724 890 915
Median salary £65,000 £62,250 £60,000
Median salary % change year-on-year
+4.41% +3.75%
90% offered a salary of more than £43,600 £41,500 £40,000
10% offered a salary of more than £90,000 £90,000 £81,900
UK excluding London median salary £47,500 £50,000 £45,000
% change year-on-year
-5.00% +11.11%
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
33910 38985 39744
As % of all permanent IT jobs located in London 89.82% 88.27% 86.79%
Number of salaries quoted 29326 32907 32689
Median salary £60,000 £58,000 £55,000
Median salary % change year-on-year
+3.44% +5.45%
90% offered a salary of more than £40,000 £38,000 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
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 25 September 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 25 September 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 -8 113 £60,000 -4.00% 16
Croydon - 5 £47,500 -
Hendon - 3 - -
Docklands, London +16 2 - -
Canary Wharf -1 2 - -
Kingston Upon Thames -5 2 £70,000 +12.90% 1
Uxbridge - 2 £41,250 - 1
Harrow +7 1 - -
Surbiton - 1 £52,500 -
Ealing - 1 £47,500 -
Bromley - 1 £60,000 -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in London

For the 6 months to 25 September 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.

1 772 (47.77%) SQL
2 645 (39.91%) Finance
3 622 (38.49%) Business Intelligence
4 548 (33.91%) Data Warehouse
5 515 (31.87%) ETL
6 453 (28.03%) Agile Software Development
7 435 (26.92%) Analytical Skills
8 349 (21.60%) SQL Server
9 326 (20.17%) Analytics
10 313 (19.37%) Microsoft
11 307 (19.00%) Oracle
12 305 (18.87%) Degree
13 285 (17.64%) Java
14 261 (16.15%) Data Architecture
15 239 (14.79%) SQL Server Integration Services
16 224 (13.86%) Data Management
17 210 (13.00%) SQL Server Reporting Services
18 209 (12.93%) Data Quality
19 201 (12.44%) Big Data
20 193 (11.94%) SDLC
21 177 (10.95%) MS Excel
22 169 (10.46%) Python
22 169 (10.46%) Retail
23 168 (10.40%) Banking
24 164 (10.15%) Data Analysis
24 164 (10.15%) Tableau
24 164 (10.15%) Data Integration
25 162 (10.02%) T-SQL
26 160 (9.90%) Business Analysis
26 160 (9.90%) Relational Database

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 83 (5.14%) Apache Spark
2 51 (3.16%) SAS
3 46 (2.85%) CMS
3 46 (2.85%) SharePoint
4 35 (2.17%) Elasticsearch
5 31 (1.92%) Apache Pig
6 28 (1.73%) Confluence
7 17 (1.05%) Apache
7 17 (1.05%) Apache Solr
8 11 (0.68%) WebLogic
9 7 (0.43%) Oracle Service Bus
10 6 (0.37%) Oracle Workflow
11 5 (0.31%) Adobe Experience Manager
11 5 (0.31%) Oracle HTTP Server
11 5 (0.31%) Oracle SOA Suite
11 5 (0.31%) PowerExchange
11 5 (0.31%) WebSphere
12 4 (0.25%) Alfresco
12 4 (0.25%) BizTalk Server
12 4 (0.25%) Drupal
Applications
1 177 (10.95%) MS Excel
2 36 (2.23%) MS Office
2 36 (2.23%) MS Visio
3 32 (1.98%) SPSS
4 17 (1.05%) MS PowerPoint
5 8 (0.50%) Spreadsheet
6 5 (0.31%) Stata
7 3 (0.19%) Mathematica
8 2 (0.12%) CPLEX
9 1 (0.062%) EViews
9 1 (0.062%) MS Project
9 1 (0.062%) S-PLUS
Business Applications
1 23 (1.42%) Oracle EBS
2 21 (1.30%) Markit EDM
3 19 (1.18%) SAP MDM
4 16 (0.99%) Oracle CRM
5 15 (0.93%) Dynamics CRM
6 14 (0.87%) SAP ERP
7 13 (0.80%) SAP ECC
7 13 (0.80%) SAP HR
7 13 (0.80%) SAP hybris
8 10 (0.62%) Cognos TM1
9 9 (0.56%) FastStats
10 6 (0.37%) Cognos Business Intelligence
11 5 (0.31%) SAP CRM
11 5 (0.31%) SAP Oil and Gas
12 4 (0.25%) SAP BPC
13 3 (0.19%) Oracle Applications
13 3 (0.19%) Oracle ERP
14 2 (0.12%) Oracle BPM
14 2 (0.12%) Oracle EBS R12
14 2 (0.12%) Oracle Retail
Cloud Services
1 121 (7.49%) Amazon AWS
2 46 (2.85%) Microsoft Azure
3 29 (1.79%) GitHub
3 29 (1.79%) SaaS
4 14 (0.87%) Amazon S3
4 14 (0.87%) Google Cloud Platform
5 13 (0.80%) Force.com
6 12 (0.74%) Oracle CX
7 11 (0.68%) Amazon EC2
7 11 (0.68%) Amazon EMR
7 11 (0.68%) iPaaS
8 10 (0.62%) Google Drive
9 9 (0.56%) Cloud Computing
10 8 (0.50%) Google Analytics
11 6 (0.37%) Heroku
12 5 (0.31%) Amazon Kinesis
13 4 (0.25%) Office 365
14 3 (0.19%) PaaS
15 2 (0.12%) SmartFocus
15 2 (0.12%) Veeva
Communications & Networking
1 42 (2.60%) Internet
2 18 (1.11%) HTTP
3 15 (0.93%) Multicast
3 15 (0.93%) TCP/IP
4 10 (0.62%) Skype
5 8 (0.50%) HTTPS
6 5 (0.31%) FTP
7 4 (0.25%) Intranet
8 3 (0.19%) SAN
8 3 (0.19%) SNMP
8 3 (0.19%) SSH
8 3 (0.19%) Wireless
9 2 (0.12%) Ethernet
9 2 (0.12%) MPLS
10 1 (0.062%) Firewall
10 1 (0.062%) LAN
10 1 (0.062%) LDAP
10 1 (0.062%) Remote Desktop
10 1 (0.062%) VoIP
10 1 (0.062%) WAN
Database & Business Intelligence
1 548 (33.91%) Data Warehouse
2 349 (21.60%) SQL Server
3 239 (14.79%) SQL Server Integration Services
4 210 (13.00%) SQL Server Reporting Services
5 201 (12.44%) Big Data
6 160 (9.90%) Relational Database
7 150 (9.28%) Hadoop
8 130 (8.04%) SQL Server Analysis Services
9 129 (7.98%) QlikView
10 104 (6.44%) BusinessObjects
11 88 (5.45%) NoSQL
12 85 (5.26%) Oracle Database
13 78 (4.83%) MySQL
14 74 (4.58%) Power BI
15 70 (4.33%) Apache Hive
16 63 (3.90%) SQL Server 2008
17 61 (3.77%) SQL Server 2012
18 59 (3.65%) Amazon Redshift
19 57 (3.53%) OLAP
19 57 (3.53%) Star Schema
Development Applications
1 79 (4.89%) JIRA
2 51 (3.16%) Git (software)
3 40 (2.48%) ERwin
4 38 (2.35%) Jenkins
5 36 (2.23%) Talend Open Studio
6 24 (1.49%) Cucumber
7 23 (1.42%) RSpec
8 21 (1.30%) Subversion
9 15 (0.93%) Visual Studio
10 11 (0.68%) Team Foundation Server
11 9 (0.56%) Rational DOORS
11 9 (0.56%) Sonatype Nexus
12 8 (0.50%) Maven
12 8 (0.50%) Xcode
13 7 (0.43%) Appcelerator Titanium
13 7 (0.43%) JUnit
13 7 (0.43%) PowerDesigner
13 7 (0.43%) Selenium
13 7 (0.43%) TeamCity
14 6 (0.37%) WiX
General
1 645 (39.91%) Finance
2 169 (10.46%) Retail
3 168 (10.40%) Banking
4 83 (5.14%) Legal
5 73 (4.52%) Marketing
6 69 (4.27%) Investment Banking
7 57 (3.53%) Front Office
8 52 (3.22%) Law
9 40 (2.48%) Financial Institution
10 37 (2.29%) Games
11 36 (2.23%) Telecoms
12 32 (1.98%) Publishing
13 27 (1.67%) Back Office
14 26 (1.61%) Advertising
15 7 (0.43%) French Language
15 7 (0.43%) Pharmaceutical
16 5 (0.31%) Manufacturing
16 5 (0.31%) Music Industry
17 4 (0.25%) Retail Banking
18 3 (0.19%) Online Betting
Job Titles
1 488 (30.20%) Developer
2 391 (24.20%) Analyst
3 374 (23.14%) Architect
4 249 (15.41%) Data Architect
5 212 (13.12%) Business Analyst
6 135 (8.35%) SQL Developer
7 116 (7.18%) Business Intelligence Developer
8 102 (6.31%) Data Analyst
9 94 (5.82%) Senior Developer
10 86 (5.32%) Consultant
11 71 (4.39%) SSIS Developer
12 59 (3.65%) DBA
13 57 (3.53%) Solutions Architect
14 54 (3.34%) Senior Analyst
15 51 (3.16%) Business Intelligence Analyst
15 51 (3.16%) ETL Developer
16 45 (2.78%) Big Data Architect
17 43 (2.66%) SQL DBA
18 42 (2.60%) Business Systems Analyst
18 42 (2.60%) Technical Architect
Libraries, Frameworks & Software Standards
1 131 (8.11%) .NET
2 128 (7.92%) XML
3 117 (7.24%) Web Services
4 114 (7.05%) HTML
5 75 (4.64%) CSS
6 69 (4.27%) REST
7 64 (3.96%) .NET Framework
8 57 (3.53%) MDX
9 52 (3.22%) AngularJS
9 52 (3.22%) SOAP
10 51 (3.16%) HTML5
11 40 (2.48%) JMS
12 37 (2.29%) Middleware
13 29 (1.79%) RESTful
14 27 (1.67%) Node.js
14 27 (1.67%) Spring
15 26 (1.61%) JSON
16 25 (1.55%) ASP.NET
16 25 (1.55%) jQuery
17 22 (1.36%) Ruby on Rails
Miscellaneous
1 435 (26.92%) Analytical Skills
2 164 (10.15%) Data Integration
3 154 (9.53%) Visualisation
4 145 (8.97%) Computer Science
4 145 (8.97%) Management Information System
5 109 (6.75%) Data Structures
6 55 (3.40%) Mathematics
7 45 (2.78%) Statistics
8 41 (2.54%) Replication
9 39 (2.41%) Reference Data
10 37 (2.29%) User Experience
11 35 (2.17%) Enterprise Software
12 33 (2.04%) Economics
12 33 (2.04%) Fintech
12 33 (2.04%) Fixed Income
13 29 (1.79%) Derivative
14 25 (1.55%) Equities
15 20 (1.24%) Physics
16 19 (1.18%) Algorithms
17 17 (1.05%) Foreign Exchange (FX)
Operating Systems
1 106 (6.56%) Linux
2 80 (4.95%) Unix
3 36 (2.23%) Windows
4 15 (0.93%) Apple iOS
5 9 (0.56%) Android
5 9 (0.56%) Red Hat Enterprise Linux
6 8 (0.50%) Ubuntu
7 5 (0.31%) Debian
8 4 (0.25%) Windows Server 2008
8 4 (0.25%) Windows Server 2012
9 3 (0.19%) CentOS
9 3 (0.19%) Windows Server
10 2 (0.12%) Solaris
11 1 (0.062%) Windows 2000
11 1 (0.062%) Windows 8
11 1 (0.062%) Windows Vista
11 1 (0.062%) Windows XP
Processes & Methodologies
1 622 (38.49%) Business Intelligence
2 515 (31.87%) ETL
3 453 (28.03%) Agile Software Development
4 326 (20.17%) Analytics
5 261 (16.15%) Data Architecture
6 224 (13.86%) Data Management
7 193 (11.94%) SDLC
8 164 (10.15%) Data Analysis
9 160 (9.90%) Business Analysis
10 150 (9.28%) SOA
11 148 (9.16%) UML
12 136 (8.42%) Data Governance
13 133 (8.23%) CRM
14 119 (7.36%) Migration
15 118 (7.30%) Logical Data Model
16 116 (7.18%) Data Analytics
17 115 (7.12%) Performance Tuning
18 112 (6.93%) Project Management
18 112 (6.93%) Stakeholder Management
19 107 (6.62%) TOGAF
Programming Languages
1 772 (47.77%) SQL
2 285 (17.64%) Java
3 169 (10.46%) Python
4 162 (10.02%) T-SQL
5 124 (7.67%) JavaScript
5 124 (7.67%) PL/SQL
6 122 (7.55%) C#
7 74 (4.58%) VBA
8 66 (4.08%) C++
9 59 (3.65%) Scala
10 51 (3.16%) R
11 47 (2.91%) Shell Script
12 44 (2.72%) PHP
13 37 (2.29%) Perl
14 36 (2.23%) Ruby
15 35 (2.17%) C
16 31 (1.92%) Data Analysis Expressions (DAX)
17 21 (1.30%) VB
18 17 (1.05%) Groovy
18 17 (1.05%) VB.NET
Qualifications
1 305 (18.87%) Degree
2 53 (3.28%) ISEB
3 36 (2.23%) Security Cleared
4 22 (1.36%) PhD
5 15 (0.93%) ITIL Foundation Certificate
6 14 (0.87%) Oracle Certification
7 13 (0.80%) PMI Certification
8 11 (0.68%) Microsoft Certification
8 11 (0.68%) SC Cleared
9 10 (0.62%) IIBA
9 10 (0.62%) OCP
9 10 (0.62%) PRINCE2 Certification
10 8 (0.50%) MBA
10 8 (0.50%) MCITP
10 8 (0.50%) MCP
11 6 (0.37%) ISTQB
11 6 (0.37%) MCTS
11 6 (0.37%) Postgraduate
12 4 (0.25%) CBAP
12 4 (0.25%) CITP
Quality Assurance & Compliance
1 209 (12.93%) Data Quality
2 77 (4.76%) QA
3 19 (1.18%) SLA
4 16 (0.99%) MiFID
5 9 (0.56%) JSP 440
6 8 (0.50%) CRD IV
7 5 (0.31%) Dodd-Frank
8 4 (0.25%) Solvency II
9 3 (0.19%) Basel III
9 3 (0.19%) EMIR
10 2 (0.12%) ISO20022
11 1 (0.062%) Actionable Recommendations
11 1 (0.062%) COBIT
11 1 (0.062%) COREP
11 1 (0.062%) FATCA
11 1 (0.062%) FINREP
11 1 (0.062%) UCITS
System Software
1 19 (1.18%) HDFS
2 9 (0.56%) Apache Flume
2 9 (0.56%) Docker
2 9 (0.56%) Oracle RAC
3 4 (0.25%) Active Directory
4 3 (0.19%) Virtual Machines
4 3 (0.19%) VMware Infrastructure
5 2 (0.12%) GridGain
5 2 (0.12%) vCloud
6 1 (0.062%) Btrfs
6 1 (0.062%) Gluster
6 1 (0.062%) GPFS
6 1 (0.062%) Varnish
Systems Management
1 29 (1.79%) Puppet
2 21 (1.30%) Ansible
3 17 (1.05%) Opscode Chef
4 15 (0.93%) Control-M
5 9 (0.56%) Failover Clustering
6 8 (0.50%) Hadoop YARN
6 8 (0.50%) Oracle Enterprise Manager
7 7 (0.43%) Oozie
8 6 (0.37%) Data Guard
9 5 (0.31%) Oracle EDQ
10 3 (0.19%) Oracle RMAN
11 2 (0.12%) Grafana
11 2 (0.12%) Kubernetes
11 2 (0.12%) Netcool
12 1 (0.062%) Kibana
12 1 (0.062%) Mesos
Vendors
1 313 (19.37%) Microsoft
2 307 (19.00%) Oracle
3 164 (10.15%) Tableau
4 124 (7.67%) Informatica
5 99 (6.13%) SAP
6 71 (4.39%) Salesforce.com
7 67 (4.15%) Cognos
8 36 (2.23%) Talend
9 35 (2.17%) Google
9 35 (2.17%) IBM
10 32 (1.98%) Teradata
11 28 (1.73%) Cognizant
11 28 (1.73%) Netezza
12 24 (1.49%) EXASOL
13 21 (1.30%) Sybase
14 19 (1.18%) hybris
14 19 (1.18%) MicroStrategy
15 18 (1.11%) TIBCO
15 18 (1.11%) Vertica
16 16 (0.99%) SaltStack
City, London
Harrington Starr
Salary: £35000 - £55000 per annum + Benefits + Bonus
Posted: 2 days ago
London
Oliver Bernard
Salary: £45000 - £60000 per annum + Benefits
Posted: Yesterday
West London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 3 days ago
London
Engage PSG
Salary: £500 - £700 per day
Posted: 3 days ago
London
Twenty Recruitment Group
Salary: £80000.00 - £85000.00 per annum
Posted: Yesterday
London
The One Group
Salary: £65k - 75k per year + Benefits
Posted: 2 days ago
London
Digitech Resourcing Ltd
Salary: From £40,000 to £70,000 per annum + Package
Posted: 3 days ago
London
Hydrogen Group
Salary: £32000.00 - £37000.00 per annum + extensive benefits
Posted: 5 days ago
London
Technology People UK
Salary: From £80,000 to £90,000 per annum + Bonus
Posted: 2 days ago
City, London
Oxbridge Answers
Salary: 35-40k
Posted: 4 days ago
London
Harrington Starr
Salary: £50000 - £60000 per annum + Bonus, Benefits and Training
Posted: 4 days ago
London
Opus Resourcing Ltd
Salary: £100000 - £120000 per annum + Bens + Significant Bonus
Posted: Yesterday
London
Vantage Recruitment Solutions Ltd
Salary: From £30,000 to £45,000 per annum + Benefits
Posted: 4 days ago
London
Informatiq Consulting
Salary: £40000 - £50000 per annum + bonus, pension, healthcare
Posted: 3 days ago
City, London
Hays Finance Technology
Salary: £70000.00 - £75000.00 per annum
Posted: 4 days ago
London
First Point
Salary: £85000.00 - £95000.00 per annum + Bonus + Benefits
Posted: Yesterday
City, London
Robert Half
Salary: £55000 - £75000 per annum
Posted: 6 days ago
South East London
Comtecs
Salary: £70000 - £75000 Per Annum Bonus + Benefits
Posted: 5 days ago
London
Talent International
Salary: £60000 - £70000 per annum + Bonus, Pension
Posted: 3 days ago
London
Hays Finance Technology
Salary: £65000.00 - £90000.00 per annum + bonus
Posted: 4 days ago
London
Venturi
Salary: £65000 - £85000 per annum + Benefits
Posted: 4 days ago
South West London
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 6 days ago
West London
Client Server
Salary: £90k to £120k + bonus + benefits
Posted: 4 days ago
London
Information Technology Services
Salary: £60k - 80k per year + Benefits
Posted: 3 days ago
London
First Point
Salary: £85000.00 - £95000.00 per annum + Bonus + Benefits
Posted: Yesterday
London
Twenty Recruitment Group
Salary: £80000.00 per annum
Posted: 3 days ago
London
ISL
Salary: £40000 - £50000 per annum + £5K Bonus + Benefits
Posted: 4 days ago
London
Montash
Salary: £70000 - £90000 per annum + Bonus + Benefits
Posted: 5 days ago
City, London
Quant Capital
Salary: Up to £35,000 per annum Bonus Medical Pension
Posted: 5 days ago
Kingston Upon Thames, Surrey
Kingston University
Salary: Circa £47,000
Posted: 5 days ago