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 salaries offered in IT jobs that have cited Data Modelling over the 3 months to 5 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 May 2016
Same period 2015 Same period 2014
Data Modeling
Rank 134 120 107
Rank change year-on-year
-14 -13
Permanent jobs citing Data Modelling 146 222 319
As % of all permanent IT jobs located in the City of London 2.11% 2.13% 2.54%
As % of the Processes & Methodologies category 2.35% 2.43% 2.98%
Number of salaries quoted 127 183 254
Median salary £57,500 £62,500 £57,500
Median salary % change year-on-year
-8.00% +8.69%
90% offered a salary of more than £47,500 £45,000 £42,500
10% offered a salary of more than £83,500 £81,700 £89,250
UK excluding London median salary £47,500 £46,500 £45,000
% change year-on-year
+2.15% +3.33%
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
6221 9137 10718
As % of all permanent IT jobs located in the City of London 89.70% 87.53% 85.42%
Number of salaries quoted 5619 7682 8946
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 £38,500 £37,500
10% offered a salary of more than £85,000 £80,000 £82,000
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 the City of London

The demand trend of job ads across the City of 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 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 5 May 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 5 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 City of London region with a requirement for Data Modelling.

1 179 (54.57%) SQL
2 150 (45.73%) Finance
3 128 (39.02%) Business Intelligence
4 120 (36.59%) SQL Server
5 107 (32.62%) Data Warehouse
6 103 (31.40%) ETL
7 93 (28.35%) Microsoft
8 91 (27.74%) Agile Software Development
9 89 (27.13%) Data Management
10 86 (26.22%) SQL Server Reporting Services
11 83 (25.30%) SQL Server Integration Services
12 79 (24.09%) Analytical Skills
13 67 (20.43%) Oracle
14 65 (19.82%) Data Architecture
15 63 (19.21%) MS Excel
16 62 (18.90%) Data Quality
17 53 (16.16%) Analytics
17 53 (16.16%) Data Analysis
18 52 (15.85%) SQL Server Analysis Services
19 49 (14.94%) Data Integration
20 44 (13.41%) Degree
21 43 (13.11%) C#
22 40 (12.20%) Banking
23 39 (11.89%) SOA
24 38 (11.59%) T-SQL
24 38 (11.59%) .NET
24 38 (11.59%) SDLC
25 37 (11.28%) Relational Database
26 36 (10.98%) Java
27 35 (10.67%) Migration

Data Modelling
Top Related IT Skills in the City of 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 17 (5.18%) SAS
2 7 (2.13%) MS Exchange
2 7 (2.13%) SharePoint
3 6 (1.83%) Apache
3 6 (1.83%) CMS
4 5 (1.52%) Apache Spark
4 5 (1.52%) FileNet
5 4 (1.22%) IIS
6 3 (0.91%) Moodle
7 2 (0.61%) Confluence
7 2 (0.61%) MediaWiki
7 2 (0.61%) nginx
7 2 (0.61%) Node.js
8 1 (0.30%) Apache Solr
8 1 (0.30%) BizTalk Server
8 1 (0.30%) CICS
Applications
1 63 (19.21%) MS Excel
2 9 (2.74%) MS Visio
3 5 (1.52%) MS Office
4 3 (0.91%) MS PowerPoint
4 3 (0.91%) SPSS
5 1 (0.30%) MS Project
Business Applications
1 6 (1.83%) Oracle EBS
2 4 (1.22%) Markit EDM
3 3 (0.91%) Adobe Campaign
3 3 (0.91%) Dynamics AX
3 3 (0.91%) PeopleSoft HCM
4 1 (0.30%) thinkFolio
Cloud Services
1 18 (5.49%) Microsoft Azure
2 13 (3.96%) Amazon AWS
3 4 (1.22%) Cloud Computing
4 3 (0.91%) Amazon EMR
4 3 (0.91%) GitHub
4 3 (0.91%) SaaS
5 1 (0.30%) Amazon Kinesis
5 1 (0.30%) Amazon S3
5 1 (0.30%) AWS Lambda
Communications & Networking
1 7 (2.13%) SAN
2 6 (1.83%) LAN
2 6 (1.83%) WAN
3 3 (0.91%) SSH
4 2 (0.61%) BGP
4 2 (0.61%) EIGRP
4 2 (0.61%) Firewall
4 2 (0.61%) IPsec
4 2 (0.61%) IPv6
4 2 (0.61%) LDAP
4 2 (0.61%) Network Security
4 2 (0.61%) OSPF
4 2 (0.61%) VPN
5 1 (0.30%) Multicast
5 1 (0.30%) TCP/IP
Database & Business Intelligence
1 120 (36.59%) SQL Server
2 107 (32.62%) Data Warehouse
3 86 (26.22%) SQL Server Reporting Services
4 83 (25.30%) SQL Server Integration Services
5 52 (15.85%) SQL Server Analysis Services
6 37 (11.28%) Relational Database
7 34 (10.37%) OLAP
8 33 (10.06%) SQL Server 2008
9 29 (8.84%) Data Mart
10 26 (7.93%) SQL Server 2012
11 24 (7.32%) QlikView
12 22 (6.71%) Data Mining
13 17 (5.18%) Big Data
13 17 (5.18%) BusinessObjects
13 17 (5.18%) Hadoop
14 16 (4.88%) Siebel EIM
15 15 (4.57%) OLTP
15 15 (4.57%) Oracle Database
16 13 (3.96%) Amazon Redshift
16 13 (3.96%) Microsoft Analysis Services
Development Applications
1 8 (2.44%) Team Foundation Server
2 7 (2.13%) Talend Open Studio
3 6 (1.83%) Eclipse
4 5 (1.52%) Git (software)
4 5 (1.52%) SQL Server Management Studio (SSMS)
5 4 (1.22%) JIRA
6 3 (0.91%) Jenkins
6 3 (0.91%) JUnit
7 2 (0.61%) Hudson
7 2 (0.61%) Subversion
8 1 (0.30%) Ant
8 1 (0.30%) Atlassian Bamboo
8 1 (0.30%) ERwin
8 1 (0.30%) PowerDesigner
8 1 (0.30%) Toad
General
1 150 (45.73%) Finance
2 40 (12.20%) Banking
3 22 (6.71%) Marketing
3 22 (6.71%) Retail
4 16 (4.88%) Back Office
5 15 (4.57%) Legal
6 12 (3.66%) Front Office
7 9 (2.74%) Investment Banking
8 7 (2.13%) Financial Institution
9 4 (1.22%) Publishing
10 3 (0.91%) Law
10 3 (0.91%) Telecoms
11 2 (0.61%) Advertising
12 1 (0.30%) Automotive
12 1 (0.30%) Billing
12 1 (0.30%) Manufacturing
12 1 (0.30%) Multimedia
12 1 (0.30%) Pharmaceutical
Job Titles
1 97 (29.57%) Developer
2 90 (27.44%) Analyst
3 65 (19.82%) Architect
4 40 (12.20%) Business Analyst
5 37 (11.28%) Senior Developer
6 36 (10.98%) Data Architect
7 25 (7.62%) SQL Developer
8 24 (7.32%) DBA
8 24 (7.32%) SQL DBA
9 21 (6.40%) Data Analyst
9 21 (6.40%) SSIS Developer
10 20 (6.10%) Analyst Developer
10 20 (6.10%) Enterprise Architect
10 20 (6.10%) SSAS Developer
11 19 (5.79%) Business Intelligence Developer
11 19 (5.79%) SSRS Developer
12 18 (5.49%) SQL Analyst
13 17 (5.18%) Developer Analyst
14 16 (4.88%) Technical Analyst
15 15 (4.57%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 38 (11.59%) .NET
2 30 (9.15%) MDX
3 19 (5.79%) XML
4 15 (4.57%) HTML
5 14 (4.27%) CSS
6 7 (2.13%) Oracle GoldenGate
6 7 (2.13%) Web Services
7 6 (1.83%) .NET Framework
7 6 (1.83%) Middleware
7 6 (1.83%) Oracle Fusion
8 5 (1.52%) ASP.NET
8 5 (1.52%) Hibernate
8 5 (1.52%) LAMP
8 5 (1.52%) Spring
9 4 (1.22%) Akka
9 4 (1.22%) Apache Camel
9 4 (1.22%) JMS
9 4 (1.22%) RESTful
10 3 (0.91%) HTML5
10 3 (0.91%) XML Schema
Miscellaneous
1 79 (24.09%) Analytical Skills
2 49 (14.94%) Data Integration
3 28 (8.54%) Derivative
4 27 (8.23%) Computer Science
5 25 (7.62%) Management Information System
6 22 (6.71%) Equities
6 22 (6.71%) Visualisation
7 21 (6.40%) Replication
8 18 (5.49%) Data Structures
9 12 (3.66%) Fixed Income
10 10 (3.05%) Reinsurance
11 9 (2.74%) Mathematics
12 6 (1.83%) Data Centre
12 6 (1.83%) Fintech
13 5 (1.52%) Economics
13 5 (1.52%) Reference Data
14 4 (1.22%) Market Risk
15 3 (0.91%) Informatics
15 3 (0.91%) Learning Management System
15 3 (0.91%) User Experience
Operating Systems
1 20 (6.10%) Windows
2 15 (4.57%) Linux
3 10 (3.05%) Unix
4 7 (2.13%) Red Hat Enterprise Linux
5 5 (1.52%) CentOS
6 2 (0.61%) Debian
6 2 (0.61%) Ubuntu
6 2 (0.61%) Windows Server
6 2 (0.61%) Windows Server 2003
7 1 (0.30%) Windows 7
Processes & Methodologies
1 128 (39.02%) Business Intelligence
2 103 (31.40%) ETL
3 91 (27.74%) Agile Software Development
4 89 (27.13%) Data Management
5 65 (19.82%) Data Architecture
6 53 (16.16%) Analytics
6 53 (16.16%) Data Analysis
7 39 (11.89%) SOA
8 38 (11.59%) SDLC
9 35 (10.67%) Migration
10 33 (10.06%) Data Transformation
11 27 (8.23%) Project Management
12 25 (7.62%) Data Governance
13 24 (7.32%) Logical Data Model
13 24 (7.32%) Performance Tuning
14 23 (7.01%) Physical Data Model
15 21 (6.40%) Software Engineering
16 20 (6.10%) Business Analysis
16 20 (6.10%) TOGAF
16 20 (6.10%) Waterfall
Programming Languages
1 179 (54.57%) SQL
2 43 (13.11%) C#
3 38 (11.59%) T-SQL
4 36 (10.98%) Java
5 22 (6.71%) Python
6 20 (6.10%) PL/SQL
7 13 (3.96%) VBA
8 9 (2.74%) C
8 9 (2.74%) JavaScript
8 9 (2.74%) PHP
9 8 (2.44%) Shell Script
9 8 (2.44%) VB
10 6 (1.83%) VB6
11 5 (1.52%) Data Analysis Expressions (DAX)
12 4 (1.22%) C++
12 4 (1.22%) R
13 2 (0.61%) Perl
13 2 (0.61%) Ruby
13 2 (0.61%) SAS Macro
13 2 (0.61%) Scala
Qualifications
1 44 (13.41%) Degree
2 16 (4.88%) MCITP
2 16 (4.88%) Microsoft Certification
3 10 (3.05%) ISEB
4 8 (2.44%) SAS Certification
5 7 (2.13%) IIBA
6 4 (1.22%) PhD
7 3 (0.91%) MBA
Quality Assurance & Compliance
1 62 (18.90%) Data Quality
2 25 (7.62%) QA
3 3 (0.91%) Dodd-Frank
4 2 (0.61%) EMIR
4 2 (0.61%) Solvency II
5 1 (0.30%) Basel III
5 1 (0.30%) GAAP
5 1 (0.30%) MiFID
5 1 (0.30%) SLA
System Software
1 8 (2.44%) Active Directory
2 7 (2.13%) Oracle RAC
3 4 (1.22%) HDFS
4 2 (0.61%) iptables
4 2 (0.61%) Postfix
4 2 (0.61%) Samba
4 2 (0.61%) VMware Infrastructure
4 2 (0.61%) XenServer
Systems Management
1 7 (2.13%) Data Guard
2 5 (1.52%) Oracle Enterprise Manager
3 4 (1.22%) ITRS Geneos
3 4 (1.22%) Netcool
4 3 (0.91%) Oracle RMAN
5 2 (0.61%) Ansible
5 2 (0.61%) Opscode Chef
5 2 (0.61%) Puppet
5 2 (0.61%) Salt
5 2 (0.61%) ZABBIX
6 1 (0.30%) EMC NetWorker
Vendors
1 93 (28.35%) Microsoft
2 67 (20.43%) Oracle
3 21 (6.40%) Tableau
4 18 (5.49%) Informatica
5 16 (4.88%) Siebel
6 10 (3.05%) IBM
6 10 (3.05%) Teradata
7 7 (2.13%) Ab Initio
7 7 (2.13%) Talend
8 6 (1.83%) DataFlux
8 6 (1.83%) Sybase
9 5 (1.52%) MicroStrategy
9 5 (1.52%) SAP
10 4 (1.22%) Cognos
10 4 (1.22%) Netezza
10 4 (1.22%) Trillium
11 3 (0.91%) Adobe
11 3 (0.91%) Alteryx
11 3 (0.91%) Cloudera
11 3 (0.91%) EMC
City, London
Salt
Salary: £400 - £500 per day
Posted: 6 hours ago
City, London
Hays Finance Technology
Salary: £40000.00 - £50000.00 per annum
Posted: 22 hours ago
City, London
ComputAppoint
Salary: £60000 - £65000 per annum + Benefits
Posted: Yesterday
City, London
Streamline Connections
Salary: £55000 - £70000 per annum + Benefits
Posted: Yesterday
City, London
Streamline Connections
Salary: £55000 - £60000.00 per annum + Benefits
Posted: Yesterday
City, London
Cognizant
Posted: 2 days ago
City, London
Quant Capital
Salary: Up to £50,000 per annum Bonus Medical Pension
Posted: 2 days ago
City of London
KDR Recruitment
Salary: £50000 - £70000 per annum + Pension, Bonus
Posted: 2 days ago
City, London
Harvey Nash plc
Salary: £60000 - £80000 per annum + package
Posted: 5 days ago
City of London
iKas International
Salary: Negotiable
Posted: 6 days ago
City of London
Hays Specialist Recruitment Ltd
Salary: £45000.00 - £55000.00 per annum
Posted: 9 days ago
City of London
Hays Specialist Recruitment Ltd
Salary: £45000.00 - £55000.00 per annum
Posted: 10 days ago
City of London
Hays Specialist Recruitment Ltd
Salary: £45000.00 - £55000.00 per annum + Pension, Free Travel etc.
Posted: 13 days ago
City of London
Talent Point
Salary: £50000.00 - £65000.00 per annum + extensive bens
Posted: 13 days ago
City, London
Sopra Steria Recruitment
Salary: From £80,000 to £100,000 per annum
Posted: 13 days ago
City of London
Nigel Frank International Ltd
Salary: £50000 - £60000 per annum + Package and Benefits Scheme
Posted: 17 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £65000 - £95000 per annum + excellent benefits
Posted: 20 days ago
City of London
Hays Specialist Recruitment Ltd
Salary: £35000.00 - £45000.00 per annum + Excellent benefits
Posted: 23 days ago