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 28 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Aug 2016
Same period 2015 Same period 2014
Data Modelling
Rank 124 111 118
Rank change year-on-year
-13 +7
Permanent jobs citing Data Modelling 134 240 281
As % of all permanent IT jobs located in the City of London 2.19% 2.48% 2.35%
As % of the Processes & Methodologies category 2.46% 2.83% 2.75%
Number of salaries quoted 118 220 238
Median salary £60,000 £62,500 £60,701
Median salary % change year-on-year
-4.00% +2.96%
90% offered a salary of more than £50,000 £45,000 £42,500
10% offered a salary of more than £82,500 £86,000 £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
5439 8476 10205
As % of all permanent IT jobs located in the City of London 88.97% 87.46% 85.42%
Number of salaries quoted 4959 7249 8460
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 28 August 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 28 August 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.

1 145 (55.13%) SQL
2 109 (41.44%) Business Intelligence
3 104 (39.54%) Finance
4 102 (38.78%) SQL Server
5 98 (37.26%) Data Warehouse
6 84 (31.94%) ETL
7 82 (31.18%) Agile Software Development
8 77 (29.28%) Analytical Skills
9 76 (28.90%) Microsoft
10 64 (24.33%) SQL Server Reporting Services
11 61 (23.19%) SQL Server Integration Services
12 57 (21.67%) Analytics
12 57 (21.67%) T-SQL
13 55 (20.91%) MS Excel
14 49 (18.63%) Data Management
15 46 (17.49%) Oracle
16 44 (16.73%) Data Architecture
17 43 (16.35%) SDLC
18 42 (15.97%) Degree
19 38 (14.45%) SQL Server Analysis Services
19 38 (14.45%) Data Quality
20 34 (12.93%) Project Management
21 33 (12.55%) Data Analysis
22 32 (12.17%) VBA
22 32 (12.17%) Tableau
23 30 (11.41%) Python
23 30 (11.41%) Waterfall
23 30 (11.41%) Data Integration
24 29 (11.03%) UML
24 29 (11.03%) 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 8 (3.04%) Apache Spark
1 8 (3.04%) SAS
2 7 (2.66%) MS Exchange
3 5 (1.90%) SharePoint
4 3 (1.14%) Apache
4 3 (1.14%) Confluence
5 1 (0.38%) BizTalk Server
5 1 (0.38%) Elasticsearch
5 1 (0.38%) IIS
Applications
1 55 (20.91%) MS Excel
2 7 (2.66%) MS Office
2 7 (2.66%) MS Visio
3 4 (1.52%) MS PowerPoint
4 3 (1.14%) SPSS
4 3 (1.14%) Stata
5 1 (0.38%) MS Project
Business Applications
1 9 (3.42%) Markit EDM
2 3 (1.14%) Dynamics AX
2 3 (1.14%) PeopleSoft HCM
3 1 (0.38%) Cognos TM1
3 1 (0.38%) Dynamics CRM
Cloud Services
1 14 (5.32%) Amazon AWS
2 4 (1.52%) Google Cloud Platform
2 4 (1.52%) Microsoft Azure
3 1 (0.38%) Amazon EC2
3 1 (0.38%) Amazon Kinesis
3 1 (0.38%) Amazon S3
3 1 (0.38%) GitHub
3 1 (0.38%) SaaS
Communications & Networking
1 5 (1.90%) Multicast
1 5 (1.90%) TCP/IP
2 3 (1.14%) SAN
3 2 (0.76%) Internet
4 1 (0.38%) HTTP
4 1 (0.38%) HTTPS
4 1 (0.38%) Remote Desktop
Database & Business Intelligence
1 102 (38.78%) SQL Server
2 98 (37.26%) Data Warehouse
3 64 (24.33%) SQL Server Reporting Services
4 61 (23.19%) SQL Server Integration Services
5 38 (14.45%) SQL Server Analysis Services
6 27 (10.27%) BusinessObjects
7 26 (9.89%) Big Data
8 22 (8.37%) Relational Database
9 19 (7.22%) QlikView
10 17 (6.46%) Hadoop
11 16 (6.08%) OLAP
11 16 (6.08%) Power BI
11 16 (6.08%) SQL Server 2008
11 16 (6.08%) SQL Server 2012
12 14 (5.32%) Data Mining
13 12 (4.56%) MySQL
14 11 (4.18%) Oracle Database
15 9 (3.42%) Apache Hive
15 9 (3.42%) PowerPivot
15 9 (3.42%) SQL Server 2005
Development Applications
1 15 (5.70%) JIRA
2 6 (2.28%) ERwin
3 4 (1.52%) Talend Open Studio
3 4 (1.52%) Team Foundation Server
4 3 (1.14%) FishEye
4 3 (1.14%) Liquibase
5 2 (0.76%) Git (software)
5 2 (0.76%) Phabricator
5 2 (0.76%) SQL Server Management Studio (SSMS)
5 2 (0.76%) Subversion
6 1 (0.38%) Ant
6 1 (0.38%) Appcelerator Titanium
6 1 (0.38%) Atlassian Bamboo
6 1 (0.38%) Eclipse
6 1 (0.38%) Toad
6 1 (0.38%) Xcode
General
1 104 (39.54%) Finance
2 23 (8.75%) Banking
3 22 (8.37%) Legal
4 14 (5.32%) Retail
5 10 (3.80%) Front Office
6 7 (2.66%) Back Office
6 7 (2.66%) Marketing
7 5 (1.90%) Investment Banking
8 3 (1.14%) Advertising
8 3 (1.14%) Financial Institution
8 3 (1.14%) Publishing
9 2 (0.76%) Law
10 1 (0.38%) Automotive
10 1 (0.38%) Telecoms
Job Titles
1 88 (33.46%) Developer
2 83 (31.56%) Analyst
3 46 (17.49%) Business Analyst
4 33 (12.55%) Architect
5 31 (11.79%) Business Intelligence Developer
6 27 (10.27%) SQL Developer
7 23 (8.75%) Data Analyst
7 23 (8.75%) DBA
7 23 (8.75%) SQL DBA
8 21 (7.98%) Data Architect
9 20 (7.60%) Insurance Business Analyst
10 18 (6.84%) Senior Developer
11 16 (6.08%) Business Intelligence Analyst
11 16 (6.08%) Data Business Analyst
11 16 (6.08%) SSIS Developer
12 15 (5.70%) Senior Analyst
13 14 (5.32%) SQL Analyst
14 12 (4.56%) SQL BI Developer
14 12 (4.56%) SSAS Developer
14 12 (4.56%) Technical Analyst
Libraries, Frameworks & Software Standards
1 25 (9.51%) XML
2 15 (5.70%) .NET
3 13 (4.94%) MDX
4 9 (3.42%) Web Services
5 7 (2.66%) Oracle GoldenGate
6 4 (1.52%) Django
6 4 (1.52%) HTML
6 4 (1.52%) JSON
6 4 (1.52%) Lucene
7 3 (1.14%) Ajax
7 3 (1.14%) AngularJS
7 3 (1.14%) ASP.NET
7 3 (1.14%) CSS
7 3 (1.14%) D3.js
7 3 (1.14%) Grails
7 3 (1.14%) J2EE
7 3 (1.14%) jQuery
7 3 (1.14%) JRuby
7 3 (1.14%) REST
7 3 (1.14%) Twitter Bootstrap
Miscellaneous
1 77 (29.28%) Analytical Skills
2 30 (11.41%) Data Integration
3 25 (9.51%) Visualisation
4 20 (7.60%) Replication
5 18 (6.84%) Management Information System
5 18 (6.84%) Mathematics
6 16 (6.08%) Computer Science
7 14 (5.32%) Data Structures
7 14 (5.32%) Statistics
8 13 (4.94%) Economics
9 10 (3.80%) Equities
9 10 (3.80%) Fixed Income
10 9 (3.42%) Reference Data
11 6 (2.28%) Derivative
11 6 (2.28%) Fintech
11 6 (2.28%) User Experience
12 4 (1.52%) Smart Home
13 3 (1.14%) Informatics
14 2 (0.76%) Data Extraction
14 2 (0.76%) Taxonomies
Operating Systems
1 16 (6.08%) Linux
1 16 (6.08%) Unix
2 11 (4.18%) Windows
3 5 (1.90%) Red Hat Enterprise Linux
4 2 (0.76%) Debian
5 1 (0.38%) Apple iOS
5 1 (0.38%) Windows 2000
5 1 (0.38%) Windows 8
5 1 (0.38%) Windows Server
5 1 (0.38%) Windows Server 2008
5 1 (0.38%) Windows Server 2012
5 1 (0.38%) Windows Vista
5 1 (0.38%) Windows XP
Processes & Methodologies
1 109 (41.44%) Business Intelligence
2 84 (31.94%) ETL
3 82 (31.18%) Agile Software Development
4 57 (21.67%) Analytics
5 49 (18.63%) Data Management
6 44 (16.73%) Data Architecture
7 43 (16.35%) SDLC
8 34 (12.93%) Project Management
9 33 (12.55%) Data Analysis
10 30 (11.41%) Waterfall
11 29 (11.03%) UML
12 27 (10.27%) Performance Tuning
13 24 (9.13%) Data Analytics
13 24 (9.13%) Investment Management
13 24 (9.13%) Stakeholder Management
14 23 (8.75%) OO
14 23 (8.75%) Validation
15 22 (8.37%) Business Analysis
15 22 (8.37%) Data Governance
16 21 (7.98%) User Acceptance Testing
Programming Languages
1 145 (55.13%) SQL
2 57 (21.67%) T-SQL
3 32 (12.17%) VBA
4 30 (11.41%) Python
5 29 (11.03%) C#
6 23 (8.75%) Java
7 19 (7.22%) PL/SQL
8 15 (5.70%) VB
9 12 (4.56%) Shell Script
9 12 (4.56%) VB6
10 8 (3.04%) Data Analysis Expressions (DAX)
10 8 (3.04%) JavaScript
11 6 (2.28%) Perl
11 6 (2.28%) PowerShell
12 5 (1.90%) PHP
12 5 (1.90%) Scala
13 4 (1.52%) C++
13 4 (1.52%) Groovy
13 4 (1.52%) R
14 3 (1.14%) MATLAB
Qualifications
1 42 (15.97%) Degree
2 8 (3.04%) ISEB
3 7 (2.66%) IIBA
3 7 (2.66%) OCP
3 7 (2.66%) Oracle Certification
4 5 (1.90%) PhD
5 4 (1.52%) SAS Certification
6 3 (1.14%) MBA
6 3 (1.14%) MCP
7 2 (0.76%) Microsoft Certification
7 2 (0.76%) PMI Certification
7 2 (0.76%) Security Cleared
8 1 (0.38%) MCDBA
8 1 (0.38%) MCITP
8 1 (0.38%) MCPD
8 1 (0.38%) MCSE
Quality Assurance & Compliance
1 38 (14.45%) Data Quality
2 17 (6.46%) QA
3 1 (0.38%) MiFID
3 1 (0.38%) SLA
System Software
1 8 (3.04%) Active Directory
2 7 (2.66%) Oracle RAC
3 2 (0.76%) Apache Flume
3 2 (0.76%) HDFS
Systems Management
1 7 (2.66%) Data Guard
1 7 (2.66%) Failover Clustering
2 4 (1.52%) Oracle Enterprise Manager
3 3 (1.14%) Oracle RMAN
4 2 (0.76%) Control-M
4 2 (0.76%) Oozie
Vendors
1 76 (28.90%) Microsoft
2 46 (17.49%) Oracle
3 32 (12.17%) Tableau
4 26 (9.89%) Informatica
5 20 (7.60%) SAP
6 11 (4.18%) Cognos
7 9 (3.42%) IBM
7 9 (3.42%) Salesforce.com
8 8 (3.04%) Google
9 6 (2.28%) Teradata
10 5 (1.90%) Sybase
11 4 (1.52%) Ab Initio
11 4 (1.52%) Omniture
11 4 (1.52%) Talend
11 4 (1.52%) Zuora
12 3 (1.14%) Alteryx
12 3 (1.14%) CA
12 3 (1.14%) EXASOL
12 3 (1.14%) MapR
12 3 (1.14%) PeopleSoft
City, London
Evolution Recruitment Solutions
Salary: 38,000 + Benefits
Posted: 3 days ago
City of London
Streamline Connections Ltd
Salary: £45000 - £55000.00 per annum + Bonus + Benefits
Posted: 2 days ago
City, London
McGregor Boyall
Salary: £55000 - £60000 per annum + Bonus
Posted: Yesterday
City, London
ANSON MCCADE
Salary: Up to £95k
Posted: 3 days ago
City, London
LA International
Salary: £50000 - £60000 per annum + Flexible benefits + core benefits
Posted: Yesterday
City, London
Deerfoot IT Resources Ltd
Salary: £45000 - £55000 per annum
Posted: 3 days ago
City of London
Nigel Frank International Ltd
Salary: £75000 - £100000 per annum + Pension, Bonus, Negotiable
Posted: 4 days ago
City, London
Robert Half
Salary: £55000 - £75000 per annum
Posted: 5 days ago
City, London
Haysfm
Salary: £70000.00 - £75000.00 per annum
Posted: 2 days ago
City, London
Client Server
Salary: £45k to £55k + benefits
Posted: 5 days ago
City, London
Roc Search Limited
Posted: 2 days ago
City of London
Hays London City Cheapside
Salary: £40000.00 - £55000.00 per annum
Posted: 10 days ago
City, London
GO Partnership Ltd
Salary: £50k + Bonus + Great Benefits, 29 days holiday
Posted: 2 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 9 days ago
City, London
Mason Frank International
Salary: £60000 - £80000 per annum + bonus, pension, health
Posted: 5 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 17 days ago
City of London
Eligo Recruitment
Salary: £50000 - £60000 per annum + Excellent Benifits
Posted: 17 days ago
City of London
Eligo Recruitment
Salary: £75000 - £85000 per annum + Excellent Benifits
Posted: 26 days ago
City of London
Hays London City Cheapside
Salary: £50000.00 - £70000.00 per annum
Posted: 24 days ago
City of London
IQ Public Sector
Salary: £50000 - £450000 per annum + 31 days holiday +++
Posted: 27 days ago