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

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Data Modelling
Rank 130 114 117
Rank change year-on-year
-16 +3
Permanent jobs citing Data Modelling 115 218 251
As % of all permanent IT jobs located in the City of London 1.91% 2.53% 2.20%
As % of the Processes & Methodologies category 2.14% 2.89% 2.59%
Number of salaries quoted 105 203 221
Median salary £60,000 £62,500 £60,000
Median salary % change year-on-year
-4.00% +4.16%
90% offered a salary of more than £47,500 £44,200 £42,500
10% offered a salary of more than £87,500 £85,000 £80,000
UK excluding London median salary £47,500 £50,000 £45,000
% change year-on-year
-5.00% +11.11%
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
5365 7532 9680
As % of all permanent IT jobs located in the City of London 89.15% 87.33% 84.96%
Number of salaries quoted 4899 6484 8073
Median salary £60,000 £60,000 £55,000
Median salary % change year-on-year
- +9.09%
90% offered a salary of more than £42,500 £37,500 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 26 September 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 26 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 City of London region with a requirement for Data Modelling.

1 144 (57.83%) SQL
2 101 (40.56%) SQL Server
3 99 (39.76%) Business Intelligence
3 99 (39.76%) Finance
4 94 (37.75%) ETL
5 93 (37.35%) Data Warehouse
6 75 (30.12%) Microsoft
6 75 (30.12%) Agile Software Development
7 65 (26.10%) SQL Server Reporting Services
7 65 (26.10%) Analytical Skills
8 63 (25.30%) SQL Server Integration Services
9 59 (23.69%) T-SQL
10 57 (22.89%) Analytics
11 45 (18.07%) Data Architecture
11 45 (18.07%) Data Management
12 42 (16.87%) Oracle
12 42 (16.87%) SDLC
13 41 (16.47%) MS Excel
13 41 (16.47%) Degree
14 39 (15.66%) SQL Server Analysis Services
15 36 (14.46%) Data Quality
16 33 (13.25%) Project Management
17 32 (12.85%) Python
17 32 (12.85%) Tableau
18 31 (12.45%) Big Data
19 30 (12.05%) Waterfall
20 29 (11.65%) Data Integration
21 28 (11.24%) Banking
21 28 (11.24%) VBA
22 27 (10.84%) C#

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 10 (4.02%) Apache Spark
2 6 (2.41%) Apache
2 6 (2.41%) Confluence
3 5 (2.01%) SAS
3 5 (2.01%) SharePoint
4 3 (1.20%) MS Exchange
5 1 (0.40%) BizTalk Server
5 1 (0.40%) CMS
5 1 (0.40%) Elasticsearch
5 1 (0.40%) FileNet
Applications
1 41 (16.47%) MS Excel
2 7 (2.81%) MS Office
3 5 (2.01%) MS Visio
4 4 (1.61%) SPSS
4 4 (1.61%) Stata
5 3 (1.20%) MS PowerPoint
6 1 (0.40%) MS Project
Business Applications
1 9 (3.61%) Markit EDM
2 1 (0.40%) Cognos TM1
2 1 (0.40%) Dynamics AX
2 1 (0.40%) Dynamics CRM
Cloud Services
1 12 (4.82%) Amazon AWS
2 4 (1.61%) Google Cloud Platform
2 4 (1.61%) Microsoft Azure
3 2 (0.80%) SaaS
4 1 (0.40%) Amazon EC2
4 1 (0.40%) Amazon Kinesis
4 1 (0.40%) Amazon S3
4 1 (0.40%) Force.com
4 1 (0.40%) GitHub
4 1 (0.40%) PaaS
Communications & Networking
1 5 (2.01%) Internet
1 5 (2.01%) Multicast
1 5 (2.01%) TCP/IP
2 3 (1.20%) SAN
3 1 (0.40%) HTTP
3 1 (0.40%) HTTPS
3 1 (0.40%) LAN
3 1 (0.40%) Remote Desktop
3 1 (0.40%) WAN
Database & Business Intelligence
1 101 (40.56%) SQL Server
2 93 (37.35%) Data Warehouse
3 65 (26.10%) SQL Server Reporting Services
4 63 (25.30%) SQL Server Integration Services
5 39 (15.66%) SQL Server Analysis Services
6 31 (12.45%) Big Data
7 26 (10.44%) BusinessObjects
8 20 (8.03%) Hadoop
9 19 (7.63%) QlikView
9 19 (7.63%) Relational Database
10 17 (6.83%) MySQL
10 17 (6.83%) SQL Server 2008
11 16 (6.43%) Power BI
11 16 (6.43%) SQL Server 2012
12 15 (6.02%) OLAP
13 14 (5.62%) Data Mining
14 10 (4.02%) SQL Server 2005
15 9 (3.61%) Apache Hive
15 9 (3.61%) Microsoft Analysis Services
15 9 (3.61%) NoSQL
Development Applications
1 18 (7.23%) JIRA
2 5 (2.01%) ERwin
2 5 (2.01%) Phabricator
3 4 (1.61%) FishEye
3 4 (1.61%) Liquibase
3 4 (1.61%) Talend Open Studio
3 4 (1.61%) Team Foundation Server
4 3 (1.20%) Git (software)
5 2 (0.80%) Subversion
6 1 (0.40%) Ant
6 1 (0.40%) Appcelerator Titanium
6 1 (0.40%) Eclipse
6 1 (0.40%) Gradle
6 1 (0.40%) Jenkins
6 1 (0.40%) Sonatype Nexus
6 1 (0.40%) SQL Server Management Studio (SSMS)
6 1 (0.40%) Toad
6 1 (0.40%) Xcode
General
1 99 (39.76%) Finance
2 28 (11.24%) Banking
3 23 (9.24%) Legal
4 13 (5.22%) Retail
5 9 (3.61%) Front Office
5 9 (3.61%) Marketing
6 7 (2.81%) Financial Institution
6 7 (2.81%) Investment Banking
7 6 (2.41%) Back Office
8 3 (1.20%) Advertising
8 3 (1.20%) Publishing
9 2 (0.80%) Law
10 1 (0.40%) Corporate Banking
10 1 (0.40%) Telecoms
Job Titles
1 87 (34.94%) Developer
2 69 (27.71%) Analyst
3 36 (14.46%) Architect
3 36 (14.46%) Business Analyst
4 29 (11.65%) Business Intelligence Developer
5 26 (10.44%) Data Analyst
5 26 (10.44%) Data Architect
5 26 (10.44%) SQL Developer
6 25 (10.04%) DBA
6 25 (10.04%) SQL DBA
7 19 (7.63%) Senior Developer
8 17 (6.83%) SSIS Developer
9 15 (6.02%) Insurance Business Analyst
9 15 (6.02%) Senior Analyst
10 14 (5.62%) Data Business Analyst
11 13 (5.22%) Business Intelligence Analyst
12 12 (4.82%) SQL BI Developer
13 11 (4.42%) Production DBA
13 11 (4.42%) SQL Analyst
13 11 (4.42%) SSAS Developer
Libraries, Frameworks & Software Standards
1 25 (10.04%) XML
2 15 (6.02%) .NET
3 13 (5.22%) MDX
4 10 (4.02%) Web Services
5 8 (3.21%) JSON
6 6 (2.41%) Ajax
6 6 (2.41%) CSS
6 6 (2.41%) HTML
6 6 (2.41%) jQuery
6 6 (2.41%) Oracle GoldenGate
6 6 (2.41%) Twitter Bootstrap
7 5 (2.01%) AngularJS
7 5 (2.01%) CSS3
7 5 (2.01%) Django
7 5 (2.01%) Ext JS
7 5 (2.01%) HTML5
7 5 (2.01%) LAMP
7 5 (2.01%) Node.js
7 5 (2.01%) React
7 5 (2.01%) REST
Miscellaneous
1 65 (26.10%) Analytical Skills
2 29 (11.65%) Data Integration
3 25 (10.04%) Visualisation
4 22 (8.84%) Replication
5 19 (7.63%) Mathematics
6 18 (7.23%) Management Information System
7 17 (6.83%) Statistics
8 15 (6.02%) Computer Science
9 14 (5.62%) Data Structures
10 13 (5.22%) Economics
11 11 (4.42%) Reference Data
12 8 (3.21%) Fixed Income
13 7 (2.81%) Fintech
14 6 (2.41%) Equities
14 6 (2.41%) User Experience
15 5 (2.01%) Derivative
16 4 (1.61%) PMI
16 4 (1.61%) Smart Home
17 2 (0.80%) Algorithms
17 2 (0.80%) Foreign Exchange (FX)
Operating Systems
1 18 (7.23%) Unix
2 16 (6.43%) Linux
3 8 (3.21%) Windows
4 5 (2.01%) Debian
5 4 (1.61%) Red Hat Enterprise Linux
6 1 (0.40%) Apple iOS
6 1 (0.40%) Windows 2000
6 1 (0.40%) Windows 8
6 1 (0.40%) Windows Server
6 1 (0.40%) Windows Server 2008
6 1 (0.40%) Windows Server 2012
6 1 (0.40%) Windows Vista
6 1 (0.40%) Windows XP
Processes & Methodologies
1 99 (39.76%) Business Intelligence
2 94 (37.75%) ETL
3 75 (30.12%) Agile Software Development
4 57 (22.89%) Analytics
5 45 (18.07%) Data Architecture
5 45 (18.07%) Data Management
6 42 (16.87%) SDLC
7 33 (13.25%) Project Management
8 30 (12.05%) Waterfall
9 27 (10.84%) Data Analysis
10 26 (10.44%) Performance Tuning
10 26 (10.44%) UML
11 25 (10.04%) Data Analytics
11 25 (10.04%) OO
12 22 (8.84%) Stakeholder Management
13 21 (8.43%) Data Governance
14 20 (8.03%) Business Analysis
15 19 (7.63%) Investment Management
16 18 (7.23%) ERD
16 18 (7.23%) Master Data Management
Programming Languages
1 144 (57.83%) SQL
2 59 (23.69%) T-SQL
3 32 (12.85%) Python
4 28 (11.24%) VBA
5 27 (10.84%) C#
6 22 (8.84%) Java
7 14 (5.62%) PL/SQL
8 11 (4.42%) JavaScript
8 11 (4.42%) Shell Script
9 10 (4.02%) VB
10 8 (3.21%) Data Analysis Expressions (DAX)
10 8 (3.21%) Scala
10 8 (3.21%) VB6
11 6 (2.41%) Perl
11 6 (2.41%) PHP
12 5 (2.01%) C++
12 5 (2.01%) PowerShell
13 4 (1.61%) Clojure
13 4 (1.61%) Groovy
13 4 (1.61%) R
Qualifications
1 41 (16.47%) Degree
2 9 (3.61%) OCP
2 9 (3.61%) Oracle Certification
3 5 (2.01%) ISEB
4 4 (1.61%) IIBA
4 4 (1.61%) PhD
4 4 (1.61%) PMI Certification
5 3 (1.20%) MCP
5 3 (1.20%) Security Cleared
6 2 (0.80%) MBA
6 2 (0.80%) Microsoft Certification
7 1 (0.40%) CBAP
7 1 (0.40%) MCDBA
7 1 (0.40%) MCITP
7 1 (0.40%) MCPD
7 1 (0.40%) MCSE
7 1 (0.40%) SAS Certification
Quality Assurance & Compliance
1 36 (14.46%) Data Quality
2 16 (6.43%) QA
3 2 (0.80%) MiFID
4 1 (0.40%) SLA
System Software
1 6 (2.41%) Oracle RAC
2 4 (1.61%) Active Directory
3 2 (0.80%) Apache Flume
3 2 (0.80%) HDFS
4 1 (0.40%) Docker
Systems Management
1 9 (3.61%) Failover Clustering
2 6 (2.41%) Data Guard
3 3 (1.20%) Oracle Enterprise Manager
3 3 (1.20%) Oracle RMAN
4 2 (0.80%) Control-M
4 2 (0.80%) Oozie
Vendors
1 75 (30.12%) Microsoft
2 42 (16.87%) Oracle
3 32 (12.85%) Tableau
4 24 (9.64%) Informatica
5 21 (8.43%) SAP
6 14 (5.62%) Cognos
7 10 (4.02%) Salesforce.com
8 9 (3.61%) IBM
9 8 (3.21%) Google
10 6 (2.41%) Teradata
11 5 (2.01%) Sencha
11 5 (2.01%) Sybase
11 5 (2.01%) Twitter
12 4 (1.61%) Ab Initio
12 4 (1.61%) Omniture
12 4 (1.61%) Talend
12 4 (1.61%) Zuora
13 3 (1.20%) Alteryx
13 3 (1.20%) CA
13 3 (1.20%) EMC
City, London
Third Republic Ltd
Salary: Up to £95,000 per annum
Posted: 13 hours ago
City of London
Churchill Frank International
Salary: £41000 - £60000 per annum
Posted: 21 hours ago
City, London
Deerfoot IT Resources Ltd
Salary: £45000 - £55000 per annum
Posted: 15 hours ago
City, London
Harrington Starr
Salary: £35000 - £55000 per annum + Benefits + Bonus
Posted: 3 days ago
City, London
Oxbridge Answers
Salary: 35-40k
Posted: 6 days ago
City, London
Hays Finance Technology
Salary: £70000.00 - £75000.00 per annum
Posted: 6 days ago
City of London
KDR Recruitment
Salary: £80000 - £110000 per annum + Bonus + Excellent package
Posted: 3 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 17 days ago
City, London
Bloomberg
Posted: 19 days ago
City of London
Hays London City Cheapside
Salary: £70000.00 - £75000.00 per annum
Posted: 21 days ago