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

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Data Modelling
Rank 132 123 103
Rank change year-on-year
-9 -20
Permanent jobs citing Data Modelling 134 217 348
As % of all permanent IT jobs located in the City of London 2.13% 2.10% 2.65%
As % of the Processes & Methodologies category 2.38% 2.39% 3.08%
Number of salaries quoted 121 185 283
Median salary £60,000 £60,000 £60,000
90% offered a salary of more than £50,000 £45,000 £45,000
10% offered a salary of more than £77,500 £85,000 £85,000
UK excluding London median salary £47,500 £45,500 £45,000
% change year-on-year
+4.39% +1.11%
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
5642 9090 11296
As % of all permanent IT jobs located in the City of London 89.66% 87.85% 85.99%
Number of salaries quoted 5146 7772 9386
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year
+4.34% -
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £85,000 £80,000 £80,000
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 25 June 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 25 June 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.

1 181 (54.52%) SQL
2 151 (45.48%) Finance
3 137 (41.27%) Business Intelligence
4 122 (36.75%) SQL Server
5 121 (36.45%) Data Warehouse
6 94 (28.31%) ETL
7 87 (26.20%) Microsoft
8 86 (25.90%) Analytical Skills
9 84 (25.30%) Agile Software Development
10 81 (24.40%) Data Management
11 79 (23.80%) SQL Server Reporting Services
11 79 (23.80%) SQL Server Integration Services
12 73 (21.99%) MS Excel
13 68 (20.48%) Data Quality
14 61 (18.37%) Data Architecture
15 58 (17.47%) Analytics
16 54 (16.27%) Oracle
17 51 (15.36%) Data Analysis
18 50 (15.06%) C#
18 50 (15.06%) SQL Server Analysis Services
18 50 (15.06%) Degree
19 48 (14.46%) T-SQL
20 45 (13.55%) .NET
21 42 (12.65%) Data Integration
22 39 (11.75%) Banking
22 39 (11.75%) Relational Database
23 36 (10.84%) SDLC
24 34 (10.24%) Project Management
25 31 (9.34%) Java
26 30 (9.04%) VBA

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 13 (3.92%) SAS
2 9 (2.71%) MS Exchange
3 8 (2.41%) SharePoint
4 5 (1.51%) FileNet
5 4 (1.20%) IIS
6 3 (0.90%) Apache
7 2 (0.60%) Apache Spark
8 1 (0.30%) Apache Solr
8 1 (0.30%) BizTalk Server
Applications
1 73 (21.99%) MS Excel
2 10 (3.01%) MS Visio
3 6 (1.81%) MS Office
4 3 (0.90%) MS PowerPoint
5 1 (0.30%) MS Project
5 1 (0.30%) SPSS
Business Applications
1 9 (2.71%) Markit EDM
2 3 (0.90%) Dynamics AX
2 3 (0.90%) PeopleSoft HCM
3 2 (0.60%) Adobe Campaign
4 1 (0.30%) Cognos TM1
4 1 (0.30%) thinkFolio
Cloud Services
1 19 (5.72%) Amazon AWS
2 17 (5.12%) Microsoft Azure
3 2 (0.60%) Amazon EMR
3 2 (0.60%) SaaS
4 1 (0.30%) Amazon Kinesis
4 1 (0.30%) Amazon S3
4 1 (0.30%) AWS Lambda
4 1 (0.30%) Cloud Computing
Communications & Networking
1 7 (2.11%) SAN
2 4 (1.20%) LAN
2 4 (1.20%) Multicast
2 4 (1.20%) TCP/IP
2 4 (1.20%) WAN
3 1 (0.30%) HTTP
3 1 (0.30%) HTTPS
3 1 (0.30%) Remote Desktop
Database & Business Intelligence
1 122 (36.75%) SQL Server
2 121 (36.45%) Data Warehouse
3 79 (23.80%) SQL Server Integration Services
3 79 (23.80%) SQL Server Reporting Services
4 50 (15.06%) SQL Server Analysis Services
5 39 (11.75%) Relational Database
6 28 (8.43%) Data Mart
6 28 (8.43%) OLAP
7 23 (6.93%) BusinessObjects
8 20 (6.02%) Data Mining
8 20 (6.02%) SQL Server 2008
8 20 (6.02%) SQL Server 2012
9 19 (5.72%) QlikView
10 15 (4.52%) OLTP
11 14 (4.22%) Big Data
11 14 (4.22%) Oracle Database
12 13 (3.92%) Hadoop
13 12 (3.61%) RDBMS
14 11 (3.31%) Amazon Redshift
14 11 (3.31%) Power BI
Development Applications
1 8 (2.41%) JIRA
2 5 (1.51%) Eclipse
2 5 (1.51%) SQL Server Management Studio (SSMS)
3 4 (1.20%) Talend Open Studio
3 4 (1.20%) Team Foundation Server
4 1 (0.30%) Ant
4 1 (0.30%) Appcelerator Titanium
4 1 (0.30%) Atlassian Bamboo
4 1 (0.30%) ERwin
4 1 (0.30%) Git (software)
4 1 (0.30%) Subversion
4 1 (0.30%) Toad
4 1 (0.30%) Xcode
General
1 151 (45.48%) Finance
2 39 (11.75%) Banking
3 28 (8.43%) Retail
4 21 (6.33%) Marketing
5 18 (5.42%) Back Office
5 18 (5.42%) Legal
6 13 (3.92%) Front Office
7 8 (2.41%) Financial Institution
7 8 (2.41%) Investment Banking
8 4 (1.20%) Advertising
9 3 (0.90%) Law
10 2 (0.60%) Publishing
10 2 (0.60%) Telecoms
11 1 (0.30%) Automotive
Job Titles
1 108 (32.53%) Developer
2 97 (29.22%) Analyst
3 53 (15.96%) Architect
4 48 (14.46%) Business Analyst
5 41 (12.35%) Senior Developer
6 31 (9.34%) SQL Developer
7 30 (9.04%) Data Architect
8 24 (7.23%) Business Intelligence Developer
8 24 (7.23%) SSIS Developer
9 23 (6.93%) Data Analyst
10 22 (6.63%) SSAS Developer
11 19 (5.72%) DBA
11 19 (5.72%) Insurance Business Analyst
11 19 (5.72%) SQL DBA
11 19 (5.72%) Technical Analyst
12 18 (5.42%) SQL Analyst
12 18 (5.42%) SSRS Developer
13 17 (5.12%) Analyst Developer
13 17 (5.12%) Enterprise Architect
13 17 (5.12%) Senior SQL Developer
Libraries, Frameworks & Software Standards
1 45 (13.55%) .NET
2 25 (7.53%) MDX
3 24 (7.23%) XML
4 11 (3.31%) HTML
4 11 (3.31%) Web Services
5 10 (3.01%) CSS
6 7 (2.11%) Oracle GoldenGate
7 6 (1.81%) .NET Framework
8 5 (1.51%) ASP.NET
9 4 (1.20%) REST
10 3 (0.90%) J2EE
10 3 (0.90%) ODBC
11 2 (0.60%) Akka
11 2 (0.60%) Apache Camel
11 2 (0.60%) D3.js
11 2 (0.60%) HTML5
11 2 (0.60%) JSON
11 2 (0.60%) RESTful
11 2 (0.60%) SOAP
11 2 (0.60%) XML Schema
Miscellaneous
1 86 (25.90%) Analytical Skills
2 42 (12.65%) Data Integration
3 28 (8.43%) Computer Science
3 28 (8.43%) Derivative
4 27 (8.13%) Visualisation
5 24 (7.23%) Management Information System
6 19 (5.72%) Equities
7 18 (5.42%) Data Structures
8 16 (4.82%) Fixed Income
8 16 (4.82%) Mathematics
8 16 (4.82%) Replication
9 9 (2.71%) Economics
10 6 (1.81%) Reference Data
10 6 (1.81%) Reinsurance
11 5 (1.51%) Data Centre
12 4 (1.20%) Fintech
12 4 (1.20%) User Experience
12 4 (1.20%) Virtual Team
13 3 (0.90%) Equity Derivative
13 3 (0.90%) Informatics
Operating Systems
1 17 (5.12%) Windows
2 11 (3.31%) Linux
2 11 (3.31%) Unix
3 4 (1.20%) Red Hat Enterprise Linux
4 1 (0.30%) Apple iOS
4 1 (0.30%) Windows 7
Processes & Methodologies
1 137 (41.27%) Business Intelligence
2 94 (28.31%) ETL
3 84 (25.30%) Agile Software Development
4 81 (24.40%) Data Management
5 61 (18.37%) Data Architecture
6 58 (17.47%) Analytics
7 51 (15.36%) Data Analysis
8 36 (10.84%) SDLC
9 34 (10.24%) Project Management
10 29 (8.73%) Data Governance
10 29 (8.73%) Migration
10 29 (8.73%) Performance Tuning
11 27 (8.13%) Business Analysis
11 27 (8.13%) Investment Management
11 27 (8.13%) Stakeholder Management
12 26 (7.83%) Master Data Management
13 25 (7.53%) Logical Data Model
13 25 (7.53%) SOA
13 25 (7.53%) Validation
14 24 (7.23%) Enterprise Architecture
Programming Languages
1 181 (54.52%) SQL
2 50 (15.06%) C#
3 48 (14.46%) T-SQL
4 31 (9.34%) Java
5 30 (9.04%) Python
5 30 (9.04%) VBA
6 21 (6.33%) PL/SQL
7 16 (4.82%) VB
8 14 (4.22%) VB6
9 9 (2.71%) C
10 8 (2.41%) Shell Script
11 7 (2.11%) Data Analysis Expressions (DAX)
12 5 (1.51%) JavaScript
12 5 (1.51%) Perl
13 3 (0.90%) C++
13 3 (0.90%) PHP
13 3 (0.90%) R
13 3 (0.90%) VB.NET
14 2 (0.60%) PowerShell
15 1 (0.30%) Groovy
Qualifications
1 50 (15.06%) Degree
2 12 (3.61%) ISEB
3 9 (2.71%) IIBA
4 8 (2.41%) SAS Certification
5 6 (1.81%) MCITP
5 6 (1.81%) Microsoft Certification
6 4 (1.20%) PhD
7 3 (0.90%) MBA
8 1 (0.30%) Security Cleared
Quality Assurance & Compliance
1 68 (20.48%) Data Quality
2 26 (7.83%) QA
3 2 (0.60%) Dodd-Frank
3 2 (0.60%) EMIR
3 2 (0.60%) Solvency II
4 1 (0.30%) GAAP
4 1 (0.30%) SLA
System Software
1 10 (3.01%) Active Directory
2 7 (2.11%) Oracle RAC
3 2 (0.60%) HDFS
Systems Management
1 7 (2.11%) Data Guard
2 4 (1.20%) Oracle Enterprise Manager
3 3 (0.90%) Oracle RMAN
4 2 (0.60%) ITRS Geneos
4 2 (0.60%) Netcool
5 1 (0.30%) EMC NetWorker
Vendors
1 87 (26.20%) Microsoft
2 54 (16.27%) Oracle
3 24 (7.23%) Tableau
4 20 (6.02%) Informatica
5 13 (3.92%) SAP
6 11 (3.31%) IBM
7 8 (2.41%) Teradata
8 6 (1.81%) Ab Initio
8 6 (1.81%) Siebel
9 5 (1.51%) Alteryx
9 5 (1.51%) Salesforce.com
9 5 (1.51%) Sybase
10 4 (1.20%) Cognos
10 4 (1.20%) Google
10 4 (1.20%) Omniture
10 4 (1.20%) Talend
11 3 (0.90%) DataFlux
11 3 (0.90%) EMC
11 3 (0.90%) MicroStrategy
11 3 (0.90%) PeopleSoft
City, London
Pesaro
Salary: From £30,000 to £40,000 per annum Flex Benefits Package
Posted: Yesterday
City, London
Client Server
Salary: £65k to £75k + bonus + benefits
Posted: Yesterday
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £50000.00 - £70000.00 per annum
Posted: 5 days ago
City, London
Client Server
Salary: £60k to £70k + bonus + benefits
Posted: 4 days ago
City, London
Asset Resourcing Ltd
Salary: £80000 - £100000 per annum + core bens + £10-15K flexi-bens
Posted: 2 days ago
City, London
onezeero.
Salary: £90000 - £100000 per annum + Bonus + Benefits
Posted: 5 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £65000 - £95000 per annum + excellent benefits
Posted: Yesterday
City of London
IQ Public Sector
Salary: £45000 - £50000 per annum + + 14% pension + 31 days leave + life cover
Posted: 5 days ago
City, London
Quant Capital
Salary: Up to £50,000 per annum Bonus Medical Pension
Posted: 5 days ago
City of London
iKas International
Salary: £6000 - £50000 per annum
Posted: 10 days ago
City, London
Quant Capital
Salary: Up to £55,000 per annum Bonus Medical Pension
Posted: 3 days ago
City, London
Sopra Steria Recruitment
Salary: From £80,000 to £100,000 per annum
Posted: 5 days ago
City, London
Spinnaker Red
Salary: From £50,000 to £60,000 per annum + Excellent Benefits + Homeworking
Posted: 8 days ago
City, London
Kuoni Travel Ltd
Posted: 22 days ago