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 30 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 120 116 98
Rank change year-on-year
-4 -18
Permanent jobs citing Data Modelling 142 251 335
As % of all permanent IT jobs located in the City of London 2.27% 2.39% 2.70%
As % of the Processes & Methodologies category 2.53% 2.73% 3.14%
Number of salaries quoted 128 222 277
Median salary £62,500 £62,500 £62,500
90% offered a salary of more than £50,000 £45,000 £42,500
10% offered a salary of more than £80,000 £85,000 £82,500
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
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
5615 9196 10674
As % of all permanent IT jobs located in the City of London 89.67% 87.64% 86.11%
Number of salaries quoted 5114 7858 8794
Median salary £60,000 £60,000 £55,500
Median salary % change year-on-year
- +8.10%
90% offered a salary of more than £42,500 £38,000 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
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 30 July 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 30 July 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.

1 160 (53.33%) SQL
2 124 (41.33%) Business Intelligence
2 124 (41.33%) Finance
3 118 (39.33%) Data Warehouse
4 111 (37.00%) SQL Server
5 88 (29.33%) Agile Software Development
6 87 (29.00%) Analytical Skills
7 82 (27.33%) ETL
8 81 (27.00%) Microsoft
9 72 (24.00%) Data Management
10 66 (22.00%) SQL Server Reporting Services
10 66 (22.00%) Analytics
11 65 (21.67%) SQL Server Integration Services
12 63 (21.00%) MS Excel
13 60 (20.00%) Data Quality
14 57 (19.00%) Data Architecture
15 48 (16.00%) Oracle
15 48 (16.00%) T-SQL
16 45 (15.00%) Degree
17 44 (14.67%) Data Analysis
18 40 (13.33%) SQL Server Analysis Services
19 39 (13.00%) Project Management
20 38 (12.67%) SDLC
21 37 (12.33%) C#
21 37 (12.33%) Data Integration
22 34 (11.33%) VBA
23 32 (10.67%) Python
23 32 (10.67%) Tableau
23 32 (10.67%) Data Governance
23 32 (10.67%) Relational Database

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 11 (3.67%) SAS
2 9 (3.00%) MS Exchange
3 6 (2.00%) SharePoint
4 4 (1.33%) IIS
5 3 (1.00%) Apache Spark
6 2 (0.67%) FileNet
7 1 (0.33%) Apache
7 1 (0.33%) BizTalk Server
7 1 (0.33%) Confluence
7 1 (0.33%) Elasticsearch
Applications
1 63 (21.00%) MS Excel
2 7 (2.33%) MS Visio
3 5 (1.67%) MS Office
4 4 (1.33%) MS PowerPoint
5 1 (0.33%) MS Project
5 1 (0.33%) SPSS
5 1 (0.33%) Stata
Business Applications
1 10 (3.33%) Markit EDM
2 3 (1.00%) Dynamics AX
2 3 (1.00%) PeopleSoft HCM
3 1 (0.33%) Cognos TM1
3 1 (0.33%) thinkFolio
Cloud Services
1 19 (6.33%) Amazon AWS
2 10 (3.33%) Microsoft Azure
3 2 (0.67%) Amazon Kinesis
3 2 (0.67%) Amazon S3
3 2 (0.67%) Google Cloud Platform
3 2 (0.67%) SaaS
4 1 (0.33%) Amazon EC2
4 1 (0.33%) AWS Lambda
4 1 (0.33%) Cloud Computing
4 1 (0.33%) GitHub
Communications & Networking
1 5 (1.67%) Multicast
1 5 (1.67%) SAN
1 5 (1.67%) TCP/IP
2 2 (0.67%) LAN
2 2 (0.67%) WAN
3 1 (0.33%) HTTP
3 1 (0.33%) HTTPS
3 1 (0.33%) Remote Desktop
Database & Business Intelligence
1 118 (39.33%) Data Warehouse
2 111 (37.00%) SQL Server
3 66 (22.00%) SQL Server Reporting Services
4 65 (21.67%) SQL Server Integration Services
5 40 (13.33%) SQL Server Analysis Services
6 32 (10.67%) Relational Database
7 29 (9.67%) BusinessObjects
8 21 (7.00%) Big Data
8 21 (7.00%) QlikView
9 19 (6.33%) Power BI
10 18 (6.00%) OLAP
11 17 (5.67%) Data Mart
11 17 (5.67%) Data Mining
12 14 (4.67%) Hadoop
13 13 (4.33%) SQL Server 2012
14 12 (4.00%) SQL Server 2008
15 11 (3.67%) Oracle Database
15 11 (3.67%) RDBMS
16 10 (3.33%) DataStage
17 9 (3.00%) Microsoft Analysis Services
Development Applications
1 11 (3.67%) JIRA
2 6 (2.00%) ERwin
3 5 (1.67%) SQL Server Management Studio (SSMS)
4 4 (1.33%) Team Foundation Server
5 3 (1.00%) Eclipse
5 3 (1.00%) Talend Open Studio
6 2 (0.67%) Git (software)
6 2 (0.67%) Subversion
7 1 (0.33%) Ant
7 1 (0.33%) Appcelerator Titanium
7 1 (0.33%) Atlassian Bamboo
7 1 (0.33%) Toad
7 1 (0.33%) Xcode
General
1 124 (41.33%) Finance
2 28 (9.33%) Banking
3 20 (6.67%) Legal
4 18 (6.00%) Retail
5 15 (5.00%) Back Office
6 14 (4.67%) Front Office
7 12 (4.00%) Marketing
8 4 (1.33%) Advertising
8 4 (1.33%) Financial Institution
9 3 (1.00%) Investment Banking
10 2 (0.67%) Law
11 1 (0.33%) Automotive
11 1 (0.33%) Publishing
11 1 (0.33%) Telecoms
Job Titles
1 96 (32.00%) Analyst
1 96 (32.00%) Developer
2 49 (16.33%) Business Analyst
3 48 (16.00%) Architect
4 31 (10.33%) SQL Developer
5 30 (10.00%) Data Architect
6 29 (9.67%) Business Intelligence Developer
7 25 (8.33%) Senior Developer
8 24 (8.00%) Data Analyst
9 20 (6.67%) Insurance Business Analyst
9 20 (6.67%) SQL Analyst
10 18 (6.00%) Senior SQL Developer
10 18 (6.00%) SSIS Developer
11 17 (5.67%) Senior Analyst
12 16 (5.33%) Business Intelligence Analyst
12 16 (5.33%) Data Business Analyst
12 16 (5.33%) DBA
12 16 (5.33%) SQL DBA
12 16 (5.33%) Technical Analyst
13 14 (4.67%) SSAS Developer
Libraries, Frameworks & Software Standards
1 30 (10.00%) .NET
2 24 (8.00%) XML
3 19 (6.33%) MDX
4 9 (3.00%) Web Services
5 7 (2.33%) Oracle GoldenGate
6 5 (1.67%) .NET Framework
6 5 (1.67%) ASP.NET
6 5 (1.67%) HTML
7 4 (1.33%) CSS
8 3 (1.00%) ASP.NET Web API
8 3 (1.00%) D3.js
8 3 (1.00%) J2EE
8 3 (1.00%) ODBC
8 3 (1.00%) REST
9 2 (0.67%) Django
9 2 (0.67%) JSON
9 2 (0.67%) Lucene
9 2 (0.67%) Velocity
10 1 (0.33%) Core Animation
10 1 (0.33%) jQuery
Miscellaneous
1 87 (29.00%) Analytical Skills
2 37 (12.33%) Data Integration
3 31 (10.33%) Visualisation
4 22 (7.33%) Computer Science
4 22 (7.33%) Management Information System
5 18 (6.00%) Fixed Income
6 16 (5.33%) Data Structures
6 16 (5.33%) Mathematics
7 14 (4.67%) Derivative
7 14 (4.67%) Equities
8 12 (4.00%) Replication
9 11 (3.67%) Economics
10 8 (2.67%) Reference Data
11 6 (2.00%) Statistics
12 4 (1.33%) Equity Derivative
12 4 (1.33%) Fintech
12 4 (1.33%) User Experience
13 3 (1.00%) Data Centre
13 3 (1.00%) Informatics
14 2 (0.67%) Taxonomies
Operating Systems
1 16 (5.33%) Windows
2 13 (4.33%) Linux
3 11 (3.67%) Unix
4 5 (1.67%) Red Hat Enterprise Linux
5 1 (0.33%) Apple iOS
5 1 (0.33%) Windows 2000
5 1 (0.33%) Windows 7
5 1 (0.33%) Windows 8
5 1 (0.33%) Windows Server
5 1 (0.33%) Windows Server 2008
5 1 (0.33%) Windows Server 2012
5 1 (0.33%) Windows Vista
5 1 (0.33%) Windows XP
Processes & Methodologies
1 124 (41.33%) Business Intelligence
2 88 (29.33%) Agile Software Development
3 82 (27.33%) ETL
4 72 (24.00%) Data Management
5 66 (22.00%) Analytics
6 57 (19.00%) Data Architecture
7 44 (14.67%) Data Analysis
8 39 (13.00%) Project Management
9 38 (12.67%) SDLC
10 32 (10.67%) Data Governance
11 30 (10.00%) Waterfall
12 29 (9.67%) Investment Management
13 28 (9.33%) Stakeholder Management
14 27 (9.00%) Master Data Management
14 27 (9.00%) Validation
15 25 (8.33%) Asset Management
15 25 (8.33%) Data Analytics
15 25 (8.33%) UML
16 24 (8.00%) Business Analysis
16 24 (8.00%) Enterprise Architecture
Programming Languages
1 160 (53.33%) SQL
2 48 (16.00%) T-SQL
3 37 (12.33%) C#
4 34 (11.33%) VBA
5 32 (10.67%) Python
6 21 (7.00%) Java
7 19 (6.33%) PL/SQL
8 17 (5.67%) VB
9 14 (4.67%) VB6
10 9 (3.00%) Shell Script
11 8 (2.67%) Data Analysis Expressions (DAX)
12 6 (2.00%) C
12 6 (2.00%) Perl
13 5 (1.67%) JavaScript
14 4 (1.33%) PowerShell
14 4 (1.33%) R
15 3 (1.00%) PHP
16 2 (0.67%) C++
16 2 (0.67%) MATLAB
16 2 (0.67%) VB.NET
Qualifications
1 45 (15.00%) Degree
2 10 (3.33%) ISEB
3 9 (3.00%) IIBA
4 6 (2.00%) SAS Certification
5 5 (1.67%) PhD
6 3 (1.00%) MBA
7 2 (0.67%) MCP
8 1 (0.33%) MCITP
8 1 (0.33%) MCSE
8 1 (0.33%) Microsoft Certification
8 1 (0.33%) OCP
8 1 (0.33%) Oracle Certification
8 1 (0.33%) PMI Certification
8 1 (0.33%) Security Cleared
Quality Assurance & Compliance
1 60 (20.00%) Data Quality
2 23 (7.67%) QA
3 2 (0.67%) Solvency II
4 1 (0.33%) GAAP
4 1 (0.33%) SLA
System Software
1 10 (3.33%) Active Directory
2 7 (2.33%) Oracle RAC
Systems Management
1 7 (2.33%) Data Guard
2 4 (1.33%) Oracle Enterprise Manager
3 3 (1.00%) Oracle RMAN
4 1 (0.33%) Control-M
4 1 (0.33%) Failover Clustering
Vendors
1 81 (27.00%) Microsoft
2 48 (16.00%) Oracle
3 32 (10.67%) Tableau
4 25 (8.33%) Informatica
5 18 (6.00%) SAP
6 12 (4.00%) IBM
7 10 (3.33%) Teradata
8 8 (2.67%) Ab Initio
9 7 (2.33%) Cognos
9 7 (2.33%) Salesforce.com
10 6 (2.00%) Google
10 6 (2.00%) Sybase
11 4 (1.33%) Alteryx
11 4 (1.33%) MapR
11 4 (1.33%) Omniture
12 3 (1.00%) CA
12 3 (1.00%) EMC
12 3 (1.00%) EXASOL
12 3 (1.00%) PeopleSoft
12 3 (1.00%) Talend
City, London
Parallel Consulting
Salary: £60000 - £65000 per annum + excellent benefits
Posted: 22 hours ago
City, London
Pioneer Search
Salary: £45000 - £55000 per annum + Bonus + Benefits
Posted: Yesterday
City, London
Streamline Connections
Salary: £45000 - £60000.00 per annum + Benefits
Posted: 2 days ago
City, London
Qualserv Consulting
Salary: bonus + excl. benefits
Posted: Yesterday
City of London
iKas International
Salary: £450 - £500 per day
Posted: 2 days ago
City, London
Experis Ltd
Salary: £36000.00 - £47500.00 per annum + benefits
Posted: Yesterday
City, London
Empiric.com
Salary: From £65,000 to £75,000 per annum + benefits
Posted: 3 days ago
City, London
Acumin
Salary: From £70,000 to £75,000 per annum
Posted: 2 days ago
City, London
Greywood Associates Limited
Salary: £50000 - £75000 per annum + bens
Posted: Yesterday
City, London
Harvey Nash plc
Salary: £60000 per annum
Posted: 4 days ago
City, London
Harvey Nash plc
Salary: £60000 per annum
Posted: 4 days ago
City, London
Sopra Steria Recruitment
Salary: From £80,000 to £100,000 per annum
Posted: Yesterday
City, London
Streamline Connections
Salary: £450 - £550 per day
Posted: Yesterday
City, London
Parallel Consulting
Salary: £60000 - £65000 per annum + excellent benefits
Posted: 4 days ago
City, London
Quant Capital
Salary: Up to £55,000 per annum Bonus Medical Pension
Posted: 3 days ago
City, London
Simply Business
Salary: Competitive Salary + Benefits
Posted: 10 days ago
City of London
Hays London City Cheapside
Salary: £50000.00 - £70000.00 per annum
Posted: 18 days ago
City of London
Venturi
Salary: £60000 - £75000 per annum + bonus + bens
Posted: 23 days ago
City of London
Huxley
Salary: £65000 per annum + Package
Posted: 24 days ago
City, London
Cognizant
Posted: 23 days ago
City, London
Harvey Nash plc
Salary: £75000 - £85000 per annum + bonus & benefits
Posted: 3 days ago