The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the City of London region. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 9 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
9 Feb 2016
Same period 2015 Same period 2014
Data Modeling
Rank 100 113 124
Rank change year-on-year
+13 +11
Permanent jobs citing Data Modelling 185 252 243
As % of all permanent IT jobs located in the City of London 2.77% 2.42% 2.31%
As % of the Processes & Methodologies category 3.15% 2.85% 2.70%
Number of salaries quoted 160 219 218
Average salary £60,000 £57,500 £60,000
Average salary % change year-on-year
+4.34% -4.16%
90% offered a salary of more than £45,000 £35,000 £46,750
10% offered a salary of more than £95,000 £75,000 £90,000
UK excluding London average salary £47,500 £46,000 £47,500
% change year-on-year
+3.26% -3.15%
Data Modelling
London

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

Processes & Methodologies Category
City of London
Permanent IT job ads with a match in the
Processes & Methodologies category
5875 8835 9015
As % of all permanent IT jobs located in the City of London 87.99% 84.88% 85.83%
Number of salaries quoted 5253 7590 7648
Average salary £60,000 £57,500 £57,500
Average salary % change year-on-year
+4.34% -
90% offered a salary of more than £42,500 £40,000 £38,500
10% offered a salary of more than £85,000 £82,500 £82,500
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Data Modelling
Jobs Demand Trend in the City of London

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

Data Modelling Jobs Demand Trend in the City of London

Data Modelling
Salary Trend in the City of London

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

Data Modelling Salary Trend in the City of London

Data Modelling
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Data Modelling across the City of London region over the 3 months to 9 February 2016.

Data Modelling Salary Histogram in the City of London

Data Modelling
Top 30 Related IT Skills in the City of London

For the 6 months to 9 February 2016, IT jobs across the City of London 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.

1 213 (57.57%) SQL
2 155 (41.89%) ETL
3 152 (41.08%) Business Intelligence
4 144 (38.92%) Finance
5 140 (37.84%) SQL Server
6 115 (31.08%) SQL Server Integration Services
7 114 (30.81%) Data Warehouse
8 110 (29.73%) Microsoft
9 104 (28.11%) SQL Server Reporting Services
10 101 (27.30%) Data Management
11 80 (21.62%) Agile Software Development
12 78 (21.08%) Oracle
13 76 (20.54%) SQL Server Analysis Services
14 75 (20.27%) Analytical Skills
15 62 (16.76%) Data Architecture
16 57 (15.41%) Analytics
17 56 (15.14%) Data Quality
17 56 (15.14%) Java
18 54 (14.59%) MS Excel
19 51 (13.78%) Data Integration
20 50 (13.51%) SQL Server 2008
20 50 (13.51%) Data Analysis
20 50 (13.51%) OLAP
21 49 (13.24%) SOA
21 49 (13.24%) Degree
22 46 (12.43%) Banking
23 45 (12.16%) .NET
24 43 (11.62%) Migration
25 41 (11.08%) SDLC
26 40 (10.81%) Linux

Data Modelling
Top Related IT Skills in the City of London by Category

For the 6 months to 9 February 2016, IT jobs across the City of London 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 15 (4.05%) SAS
2 13 (3.51%) Apache
3 12 (3.24%) SharePoint
4 11 (2.97%) Moodle
5 9 (2.43%) CMS
6 7 (1.89%) Confluence
6 7 (1.89%) FileNet
6 7 (1.89%) MediaWiki
6 7 (1.89%) nginx
7 5 (1.35%) Apache Spark
8 2 (0.54%) CICS
8 2 (0.54%) IIS
8 2 (0.54%) JBoss
8 2 (0.54%) Node.js
9 1 (0.27%) Apache Solr
9 1 (0.27%) BizTalk Server
9 1 (0.27%) Documentum
9 1 (0.27%) MQSeries
9 1 (0.27%) Oracle Coherence
Applications
1 54 (14.59%) MS Excel
2 16 (4.32%) MS Visio
3 9 (2.43%) MS Office
4 8 (2.16%) SPSS
5 5 (1.35%) MS PowerPoint
6 4 (1.08%) Spreadsheet
7 2 (0.54%) EViews
8 1 (0.27%) S-PLUS
Business Applications
1 9 (2.43%) Oracle EBS
2 8 (2.16%) Markit EDM
3 6 (1.62%) SAP CRM
3 6 (1.62%) SAP MM
3 6 (1.62%) SAP SRM
4 3 (0.81%) Adobe Campaign
5 2 (0.54%) Dynamics CRM
6 1 (0.27%) thinkFolio
Cloud Services
1 22 (5.95%) Microsoft Azure
2 12 (3.24%) SaaS
3 11 (2.97%) GitHub
4 10 (2.70%) Amazon AWS
5 4 (1.08%) Cloud Computing
6 3 (0.81%) Amazon EMR
7 2 (0.54%) Google Analytics
8 1 (0.27%) Amazon Kinesis
8 1 (0.27%) Amazon S3
8 1 (0.27%) AWS Lambda
8 1 (0.27%) IaaS
8 1 (0.27%) PaaS
Communications & Networking
1 11 (2.97%) SSH
2 10 (2.70%) LAN
2 10 (2.70%) WAN
3 7 (1.89%) BGP
3 7 (1.89%) EIGRP
3 7 (1.89%) Firewall
3 7 (1.89%) IPsec
3 7 (1.89%) IPv6
3 7 (1.89%) LDAP
3 7 (1.89%) Network Security
3 7 (1.89%) OSPF
3 7 (1.89%) VPN
4 5 (1.35%) SAN
5 3 (0.81%) HTTP
6 2 (0.54%) FTP
7 1 (0.27%) DSL
Database & Business Intelligence
1 140 (37.84%) SQL Server
2 115 (31.08%) SQL Server Integration Services
3 114 (30.81%) Data Warehouse
4 104 (28.11%) SQL Server Reporting Services
5 76 (20.54%) SQL Server Analysis Services
6 50 (13.51%) OLAP
6 50 (13.51%) SQL Server 2008
7 33 (8.92%) Relational Database
7 33 (8.92%) SQL Server 2012
8 31 (8.38%) QlikView
9 29 (7.84%) Big Data
10 25 (6.76%) Data Mart
11 24 (6.49%) Data Mining
12 23 (6.22%) Siebel EIM
13 22 (5.95%) Hadoop
14 20 (5.41%) MySQL
15 16 (4.32%) BusinessObjects
16 14 (3.78%) OLAP Cube
17 11 (2.97%) OLTP
17 11 (2.97%) Oracle Database
Development Applications
1 20 (5.41%) Git (software)
2 10 (2.70%) JIRA
2 10 (2.70%) PowerDesigner
3 9 (2.43%) Jenkins
4 8 (2.16%) Subversion
5 7 (1.89%) Hudson
5 7 (1.89%) Talend Open Studio
6 6 (1.62%) Eclipse
6 6 (1.62%) JUnit
7 5 (1.35%) Team Foundation Server
7 5 (1.35%) Visual Studio
8 3 (0.81%) Ant
9 2 (0.54%) Oracle APEX
10 1 (0.27%) Bugzilla
10 1 (0.27%) ERwin
10 1 (0.27%) NUnit
10 1 (0.27%) PVCS
10 1 (0.27%) Selenium
10 1 (0.27%) SoapUI
10 1 (0.27%) SQL Server Management Studio (SSMS)
General
1 144 (38.92%) Finance
2 46 (12.43%) Banking
3 29 (7.84%) Marketing
4 28 (7.57%) Retail
5 15 (4.05%) Telecoms
6 14 (3.78%) Investment Banking
7 13 (3.51%) Front Office
8 8 (2.16%) Financial Institution
9 6 (1.62%) Back Office
9 6 (1.62%) Legal
9 6 (1.62%) Manufacturing
10 4 (1.08%) Pharmaceutical
10 4 (1.08%) Publishing
11 3 (0.81%) Law
12 2 (0.54%) Games
13 1 (0.27%) Advertising
13 1 (0.27%) Billing
13 1 (0.27%) Multimedia
13 1 (0.27%) Online Betting
Job Titles
1 142 (38.38%) Developer
2 93 (25.14%) Analyst
3 78 (21.08%) Architect
4 43 (11.62%) Data Architect
5 38 (10.27%) Business Intelligence Developer
5 38 (10.27%) Senior Developer
6 32 (8.65%) SQL Developer
7 31 (8.38%) Analyst Developer
8 27 (7.30%) DBA
9 26 (7.03%) Data Analyst
10 24 (6.49%) SQL DBA
11 22 (5.95%) Business Analyst
12 21 (5.68%) Business Intelligence Analyst
13 19 (5.14%) Solutions Architect
14 17 (4.59%) Developer Analyst
15 16 (4.32%) Enterprise Architect
16 15 (4.05%) Integration Architect
16 15 (4.05%) SQL Analyst
17 14 (3.78%) Data Warehouse Developer
18 13 (3.51%) Database Developer
Libraries, Frameworks & Software Standards
1 45 (12.16%) .NET
2 29 (7.84%) XML
3 22 (5.95%) CSS
3 22 (5.95%) MDX
4 21 (5.68%) HTML
5 18 (4.86%) LAMP
6 16 (4.32%) Web Services
7 15 (4.05%) jQuery
8 12 (3.24%) Hibernate
8 12 (3.24%) Spring
9 11 (2.97%) Ajax
9 11 (2.97%) ASP.NET
10 9 (2.43%) Middleware
10 9 (2.43%) Oracle Fusion
10 9 (2.43%) XML Schema
10 9 (2.43%) XSD
11 8 (2.16%) J2EE
12 7 (1.89%) JMS
12 7 (1.89%) LAPP Stack
12 7 (1.89%) LEMP Stack
Miscellaneous
1 75 (20.27%) Analytical Skills
2 51 (13.78%) Data Integration
3 33 (8.92%) Management Information System
4 28 (7.57%) Computer Science
5 27 (7.30%) Derivative
6 26 (7.03%) Replication
7 23 (6.22%) Visualisation
8 22 (5.95%) Data Structures
9 19 (5.14%) Equities
10 13 (3.51%) Reference Data
11 12 (3.24%) Data Centre
11 12 (3.24%) Reinsurance
12 11 (2.97%) e-Learning
12 11 (2.97%) Learning Management System
12 11 (2.97%) VLE
13 8 (2.16%) Statistics
14 7 (1.89%) Market Risk
14 7 (1.89%) Wiki
15 6 (1.62%) Enterprise Software
15 6 (1.62%) Mobile App
Operating Systems
1 40 (10.81%) Linux
2 28 (7.57%) Windows
3 21 (5.68%) Unix
4 18 (4.86%) CentOS
5 12 (3.24%) Red Hat Enterprise Linux
6 7 (1.89%) Debian
6 7 (1.89%) Ubuntu
6 7 (1.89%) Windows Server
6 7 (1.89%) Windows Server 2003
7 1 (0.27%) Android
7 1 (0.27%) Apple iOS
7 1 (0.27%) Windows 7
Processes & Methodologies
1 155 (41.89%) ETL
2 152 (41.08%) Business Intelligence
3 101 (27.30%) Data Management
4 80 (21.62%) Agile Software Development
5 62 (16.76%) Data Architecture
6 57 (15.41%) Analytics
7 50 (13.51%) Data Analysis
8 49 (13.24%) SOA
9 43 (11.62%) Migration
10 41 (11.08%) SDLC
11 36 (9.73%) Physical Data Model
12 34 (9.19%) Data Transformation
13 29 (7.84%) Open Source
14 28 (7.57%) Logical Data Model
15 27 (7.30%) CRM
15 27 (7.30%) Project Management
16 26 (7.03%) ITIL
17 24 (6.49%) Performance Optimisation
17 24 (6.49%) Performance Tuning
18 23 (6.22%) Data Governance
Programming Languages
1 213 (57.57%) SQL
2 56 (15.14%) Java
3 39 (10.54%) C#
3 39 (10.54%) T-SQL
4 24 (6.49%) JavaScript
5 21 (5.68%) PHP
6 18 (4.86%) Python
7 12 (3.24%) Bash Shell
8 11 (2.97%) PL/SQL
9 10 (2.70%) Perl
9 10 (2.70%) Shell Script
10 9 (2.43%) C
11 8 (2.16%) VB
12 7 (1.89%) R
12 7 (1.89%) Ruby
13 6 (1.62%) ABAP
13 6 (1.62%) VB.NET
14 3 (0.81%) C++
15 2 (0.54%) Korn
15 2 (0.54%) Scala
Qualifications
1 49 (13.24%) Degree
2 24 (6.49%) Microsoft Certification
3 23 (6.22%) MCITP
4 4 (1.08%) SAS Certification
4 4 (1.08%) Security Cleared
5 3 (0.81%) DBS Check
5 3 (0.81%) DV Cleared
5 3 (0.81%) ISEB
6 2 (0.54%) PhD
7 1 (0.27%) CBAP
7 1 (0.27%) IIBA
7 1 (0.27%) MCDBA
7 1 (0.27%) MCPD
Quality Assurance & Compliance
1 56 (15.14%) Data Quality
2 17 (4.59%) QA
3 4 (1.08%) Dodd-Frank
4 3 (0.81%) EMIR
4 3 (0.81%) SLA
5 1 (0.27%) Basel III
5 1 (0.27%) MiFID
5 1 (0.27%) Solvency II
System Software
1 7 (1.89%) iptables
1 7 (1.89%) Postfix
1 7 (1.89%) Samba
1 7 (1.89%) VMware Infrastructure
1 7 (1.89%) XenServer
2 4 (1.08%) HDFS
2 4 (1.08%) Oracle RAC
3 1 (0.27%) Oracle Clusterware
Systems Management
1 7 (1.89%) Ansible
1 7 (1.89%) Opscode Chef
1 7 (1.89%) Puppet
1 7 (1.89%) Salt
1 7 (1.89%) ZABBIX
2 6 (1.62%) Oracle Enterprise Manager
3 4 (1.08%) Data Guard
3 4 (1.08%) ITRS Geneos
3 4 (1.08%) Netcool
4 3 (0.81%) Oracle RMAN
5 1 (0.27%) Control-M
5 1 (0.27%) EMC NetWorker
5 1 (0.27%) Oracle Flashback
Vendors
1 110 (29.73%) Microsoft
2 78 (21.08%) Oracle
3 23 (6.22%) Siebel
4 21 (5.68%) Sybase
5 19 (5.14%) Informatica
6 18 (4.86%) Tableau
7 12 (3.24%) IBM
8 11 (2.97%) Netezza
9 10 (2.70%) Teradata
10 8 (2.16%) Red Hat
10 8 (2.16%) SAP
11 7 (1.89%) Ab Initio
11 7 (1.89%) Citrix
11 7 (1.89%) DataFlux
11 7 (1.89%) MicroStrategy
11 7 (1.89%) Talend
11 7 (1.89%) VMware
12 6 (1.62%) Salesforce.com
13 5 (1.35%) Alteryx
13 5 (1.35%) Cognos
City of London
Modis International Ltd
Salary: £40000 - £45000 per annum
Posted: 13 hours ago
City of London
Deerfoot IT Resources Ltd
Salary: £75000 - £85000 per annum + bonus + bens
Posted: 14 hours ago
City of London
People Source Consulting
Salary: £50000 - £55000 per annum + Great Benefits Package
Posted: 14 hours ago
City Of London
HFG
Salary: £35000 - £36000 per annum, Benefits: Corp Bens.
Posted: 18 hours ago
City, London
Ashdown IT
Salary: £55000 - £65000 per annum
Posted: Yesterday
City, London
Harrington Starr
Salary: £75000 - £85000 per annum + plus package and bonus
Posted: Yesterday
City, London
Harrington Starr
Salary: £65000 - £80000 per annum + plus package and bonus
Posted: 2 days ago
City, London
Venturi
Salary: £70000 - £75000 per annum + bonus +Full bens
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £50k - £60k plus performance bonus
Posted: 4 days ago
City, London
Benedict Cole Limited
Salary: £85000 - £87000 per annum + Excellent Benefits, Bonus and Car
Posted: 5 days ago
City, London
Karhoo Inc
Salary: £Very Competitive
Posted: 5 days ago
City, London
ReThink Recruitment
Salary: £25000 - £28000 per annum
Posted: 5 days ago
City, London
Harrington Starr
Salary: £40000 - £55000 per annum + Benefits + Bonus
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £50k - 130k + benefits + bonus plus attractive benefits
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £50k - £80k plus extremely attractive benefits
Posted: 6 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £75000 - £85000 per annum + banking bonus + bens
Posted: 11 days ago
City, London
Goldman Sachs
Salary: Competitive
Posted: 14 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 15 days ago
City, London
Kuoni Travel Ltd
Posted: 15 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 18 days ago
City of London
Venturi
Salary: £63000 - £70000.00 per annum + Full bens
Posted: 20 days ago
City of London
Churchill Frank International
Salary: £75000 - £92000 per annum + Benefits
Posted: 22 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 25 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £75000 - £90000 per annum + Bonus + car allowance
Posted: 27 days ago