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 10 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 137 106 110
Rank change year-on-year
-31 +4
Permanent jobs citing Data Modelling 101 175 267
As % of all permanent IT jobs located in the City of London 1.90% 2.59% 2.43%
As % of the Processes & Methodologies category 2.19% 2.93% 2.87%
Number of salaries quoted 89 162 240
Median salary £60,000 £57,500 £60,000
Median salary % change year-on-year
+4.34% -4.16%
90% offered a salary of more than £43,700 £40,000 £47,500
10% offered a salary of more than £80,000 £80,000 £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
4602 5965 9310
As % of all permanent IT jobs located in the City of London 86.80% 88.28% 84.74%
Number of salaries quoted 4149 5282 8043
Median salary £59,000 £60,000 £57,500
Median salary % change year-on-year
-1.66% +4.34%
90% offered a salary of more than £40,000 £40,000 £39,000
10% offered a salary of more than £90,000 £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 10 December 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 10 December 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.

1 152 (64.96%) SQL
2 114 (48.72%) ETL
3 106 (45.30%) Business Intelligence
4 93 (39.74%) Data Warehouse
5 87 (37.18%) Finance
6 81 (34.62%) SQL Server
7 58 (24.79%) Microsoft
7 58 (24.79%) Agile Software Development
7 58 (24.79%) SQL Server Integration Services
8 55 (23.50%) SQL Server Reporting Services
9 46 (19.66%) T-SQL
10 45 (19.23%) Oracle
11 41 (17.52%) Data Management
11 41 (17.52%) Big Data
11 41 (17.52%) Analytics
12 40 (17.09%) Analytical Skills
13 39 (16.67%) Java
14 37 (15.81%) Hadoop
15 36 (15.38%) Data Architecture
15 36 (15.38%) SQL Server Analysis Services
15 36 (15.38%) SDLC
16 34 (14.53%) Banking
17 33 (14.10%) Python
18 30 (12.82%) Data Analysis
18 30 (12.82%) OO
18 30 (12.82%) Degree
18 30 (12.82%) Data Quality
19 29 (12.39%) Business Analysis
20 25 (10.68%) Project Management
20 25 (10.68%) Performance Tuning

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 22 (9.40%) Apache Spark
2 9 (3.85%) Confluence
3 8 (3.42%) SAS
4 6 (2.56%) Apache
4 6 (2.56%) SharePoint
5 2 (0.85%) Drupal
6 1 (0.43%) CMS
6 1 (0.43%) Elasticsearch
6 1 (0.43%) FileNet
6 1 (0.43%) IIS
6 1 (0.43%) MS Exchange
6 1 (0.43%) Oracle SOA Suite
6 1 (0.43%) WebSphere
Applications
1 24 (10.26%) MS Excel
2 6 (2.56%) MS Office
3 4 (1.71%) SPSS
3 4 (1.71%) Stata
4 1 (0.43%) MS PowerPoint
4 1 (0.43%) Spreadsheet
Business Applications
1 3 (1.28%) Markit EDM
1 3 (1.28%) OpenText MBPM
1 3 (1.28%) SAP ERP
2 1 (0.43%) Dynamics CRM
2 1 (0.43%) Oracle BPM
2 1 (0.43%) Oracle Retail
2 1 (0.43%) StreamServe
Cloud Services
1 10 (4.27%) Amazon AWS
2 6 (2.56%) Microsoft Azure
3 4 (1.71%) Google Cloud Platform
4 3 (1.28%) SaaS
5 2 (0.85%) Amazon S3
5 2 (0.85%) Force.com
5 2 (0.85%) GitHub
5 2 (0.85%) PaaS
6 1 (0.43%) Amazon EC2
6 1 (0.43%) Amazon Kinesis
6 1 (0.43%) Cloud Computing
Communications & Networking
1 5 (2.14%) Internet
2 2 (0.85%) Intranet
2 2 (0.85%) Multicast
2 2 (0.85%) TCP/IP
3 1 (0.43%) HTTP
3 1 (0.43%) Kerberos
3 1 (0.43%) LAN
3 1 (0.43%) LDAP
3 1 (0.43%) SAN
3 1 (0.43%) WAN
Database & Business Intelligence
1 93 (39.74%) Data Warehouse
2 81 (34.62%) SQL Server
3 58 (24.79%) SQL Server Integration Services
4 55 (23.50%) SQL Server Reporting Services
5 41 (17.52%) Big Data
6 37 (15.81%) Hadoop
7 36 (15.38%) SQL Server Analysis Services
8 23 (9.83%) BusinessObjects
9 20 (8.55%) MySQL
10 18 (7.69%) Apache Hive
11 17 (7.26%) Power BI
11 17 (7.26%) Relational Database
12 16 (6.84%) QlikView
13 15 (6.41%) NoSQL
13 15 (6.41%) SQL Server 2012
14 14 (5.98%) Oracle Database
15 13 (5.56%) Data Mining
15 13 (5.56%) SQL Server 2008
16 12 (5.13%) Oracle Database 11g
17 11 (4.70%) SQL Server 2005
Development Applications
1 21 (8.97%) JIRA
2 9 (3.85%) Toad
3 7 (2.99%) FishEye
3 7 (2.99%) Liquibase
4 6 (2.56%) ERwin
5 5 (2.14%) Git (software)
5 5 (2.14%) Phabricator
6 4 (1.71%) Talend Open Studio
7 3 (1.28%) Subversion
8 2 (0.85%) Jenkins
9 1 (0.43%) Ant
9 1 (0.43%) Eclipse
9 1 (0.43%) Gradle
9 1 (0.43%) gulp
9 1 (0.43%) Sonatype Nexus
General
1 87 (37.18%) Finance
2 34 (14.53%) Banking
3 17 (7.26%) Investment Banking
4 16 (6.84%) Legal
5 15 (6.41%) Marketing
6 10 (4.27%) Retail
7 6 (2.56%) Financial Institution
7 6 (2.56%) Front Office
8 5 (2.14%) Law
9 4 (1.71%) Publishing
10 1 (0.43%) Advertising
10 1 (0.43%) Automotive
10 1 (0.43%) Corporate Banking
Job Titles
1 80 (34.19%) Developer
2 57 (24.36%) Analyst
3 43 (18.38%) Architect
4 32 (13.68%) Data Architect
5 31 (13.25%) Data Analyst
6 29 (12.39%) Business Intelligence Developer
7 23 (9.83%) Business Analyst
8 20 (8.55%) SQL Developer
9 17 (7.26%) DBA
9 17 (7.26%) SQL DBA
10 13 (5.56%) Senior Developer
11 12 (5.13%) SQL BI Developer
12 11 (4.70%) Project Manager
12 11 (4.70%) SSIS Developer
12 11 (4.70%) SSRS Developer
13 10 (4.27%) Business Developer
13 10 (4.27%) Senior Analyst
14 9 (3.85%) Consultant
14 9 (3.85%) IT Manager
14 9 (3.85%) IT Project Manager
Libraries, Frameworks & Software Standards
1 23 (9.83%) XML
2 13 (5.56%) CSS
2 13 (5.56%) HTML
3 12 (5.13%) .NET
4 10 (4.27%) JSON
5 9 (3.85%) REST
5 9 (3.85%) Web Services
6 8 (3.42%) jQuery
6 8 (3.42%) Node.js
7 7 (2.99%) Django
7 7 (2.99%) Grails
7 7 (2.99%) JRuby
7 7 (2.99%) React
7 7 (2.99%) SOAP
8 6 (2.56%) Ajax
8 6 (2.56%) AngularJS
8 6 (2.56%) LAMP
8 6 (2.56%) Twitter Bootstrap
9 5 (2.14%) CSS3
9 5 (2.14%) HTML5
Miscellaneous
1 40 (17.09%) Analytical Skills
2 19 (8.12%) Data Integration
3 17 (7.26%) Statistics
4 16 (6.84%) Replication
4 16 (6.84%) Visualisation
5 15 (6.41%) Reference Data
6 14 (5.98%) Management Information System
7 12 (5.13%) PMI
8 11 (4.70%) Computer Science
8 11 (4.70%) Fintech
9 10 (4.27%) Mathematics
10 9 (3.85%) Data Structures
10 9 (3.85%) Market Risk
11 8 (3.42%) Credit Risk
11 8 (3.42%) User Experience
12 7 (2.99%) Economics
13 6 (2.56%) Fixed Income
14 4 (1.71%) Algorithms
15 3 (1.28%) Clustering
15 3 (1.28%) Equities
Operating Systems
1 16 (6.84%) Unix
2 13 (5.56%) Linux
3 6 (2.56%) Windows
4 5 (2.14%) Debian
5 4 (1.71%) Windows XP
6 1 (0.43%) Android
6 1 (0.43%) Apple iOS
6 1 (0.43%) Red Hat Enterprise Linux
6 1 (0.43%) Windows 2000
6 1 (0.43%) Windows 8
6 1 (0.43%) Windows Server
6 1 (0.43%) Windows Server 2008
6 1 (0.43%) Windows Server 2012
6 1 (0.43%) Windows Vista
Processes & Methodologies
1 114 (48.72%) ETL
2 106 (45.30%) Business Intelligence
3 58 (24.79%) Agile Software Development
4 41 (17.52%) Analytics
4 41 (17.52%) Data Management
5 36 (15.38%) Data Architecture
5 36 (15.38%) SDLC
6 30 (12.82%) Data Analysis
6 30 (12.82%) OO
7 29 (12.39%) Business Analysis
8 25 (10.68%) Performance Tuning
8 25 (10.68%) Project Management
9 23 (9.83%) Logical Data Model
10 22 (9.40%) Waterfall
11 21 (8.97%) OOP
11 21 (8.97%) UML
12 19 (8.12%) Data Governance
13 17 (7.26%) Information Architecture
14 16 (6.84%) Open Source
15 15 (6.41%) Kimball Methodology
Programming Languages
1 152 (64.96%) SQL
2 46 (19.66%) T-SQL
3 39 (16.67%) Java
4 33 (14.10%) Python
5 22 (9.40%) C#
6 19 (8.12%) JavaScript
7 15 (6.41%) Scala
8 14 (5.98%) VBA
9 9 (3.85%) PHP
9 9 (3.85%) PL/SQL
10 8 (3.42%) C++
11 7 (2.99%) Clojure
11 7 (2.99%) Groovy
11 7 (2.99%) Jython
12 6 (2.56%) PowerShell
12 6 (2.56%) R
12 6 (2.56%) Shell Script
13 5 (2.14%) Perl
14 4 (1.71%) Data Analysis Expressions (DAX)
14 4 (1.71%) MATLAB
Qualifications
1 30 (12.82%) Degree
2 12 (5.13%) PMI Certification
3 9 (3.85%) OCP
3 9 (3.85%) Oracle Certification
4 6 (2.56%) PhD
5 3 (1.28%) MCP
5 3 (1.28%) Security Cleared
6 2 (0.85%) Microsoft Certification
7 1 (0.43%) CBAP
7 1 (0.43%) IIBA
7 1 (0.43%) ISEB
7 1 (0.43%) MCDBA
7 1 (0.43%) MCITP
7 1 (0.43%) MCPD
7 1 (0.43%) MCSE
7 1 (0.43%) Postgraduate
Quality Assurance & Compliance
1 30 (12.82%) Data Quality
2 8 (3.42%) QA
3 3 (1.28%) MiFID
System Software
1 3 (1.28%) Apache Flume
2 2 (0.85%) Active Directory
2 2 (0.85%) Docker
2 2 (0.85%) HDFS
3 1 (0.43%) Oracle RAC
Systems Management
1 11 (4.70%) Oozie
2 9 (3.85%) Failover Clustering
3 2 (0.85%) Control-M
4 1 (0.43%) Data Guard
4 1 (0.43%) Dokku
4 1 (0.43%) Enterprise Manager Cloud Control
4 1 (0.43%) Oracle RMAN
Vendors
1 58 (24.79%) Microsoft
2 45 (19.23%) Oracle
3 21 (8.97%) Informatica
4 20 (8.55%) Cognos
4 20 (8.55%) Tableau
5 16 (6.84%) SAP
6 12 (5.13%) Salesforce.com
7 6 (2.56%) Google
7 6 (2.56%) IBM
8 5 (2.14%) MapR
8 5 (2.14%) Sencha
8 5 (2.14%) Teradata
8 5 (2.14%) Twitter
9 4 (1.71%) Ab Initio
9 4 (1.71%) CA
9 4 (1.71%) Cloudera
9 4 (1.71%) Hortonworks
9 4 (1.71%) Talend
9 4 (1.71%) Zuora
10 3 (1.28%) Murex
City, London
ANSON MCCADE
Salary: £75,000 - £95,000
Posted: Yesterday
City, London
Comtecs
Salary: £65000 - £75000 Per Annum + Bonus + Excellent Benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £85,000 - £95,000
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £70 500 to £85 000 basic (+ superb package!!!)
Posted: 2 days ago
City of London
TDA Group
Salary: £400 - £425 per day
Posted: 5 days ago
City, London
The Bridge Ltd
Salary: From £60,000 to £80,000 per annum Pension Scheme, Life & Medical Insur
Posted: 2 days ago
City, London
Mason Frank International
Salary: £50000 - £70000 per annum + bonus, travel scheme, pension
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £95’000 - £105’000
Posted: 3 days ago
City, London
Nice Systems Uk Ltd
Salary: Excellent Salary + Bonus & Benefits
Posted: 3 days ago
City, London
Arrows Group
Salary: £80000 - £100000 per annum + bonus(5-15%) pension, private health
Posted: 2 days ago
City, London
E-synergy Solutions
Salary: £60000 - £80000 per annum + benefits
Posted: 4 days ago
City, London
Hays Finance Technology
Salary: £80000.00 - £90000.00 per annum + a generous bonus
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: Up to £85,000 + Bonus + Benefits
Posted: 2 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £45000 - £52000 per annum
Posted: 11 days ago
City, London
Schroders plc
Posted: 9 days ago
City of London
Michael Page Technology
Salary: £50000 - £55000 per annum + benefits
Posted: 7 days ago
City, London
Quant Capital
Salary: Up to £85,000 per annum +benefits
Posted: 5 days ago