The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Data Modelling
England / London
Rank 145 128 127
Rank change year-on-year -17 -1  
Permanent jobs citing Data Modelling 750 1048 1048
As % of all permanent IT jobs advertised in London 2.23% 2.50% 2.48%
As % of the Processes & Methodologies category 2.47% 2.79% 2.83%
Number of salaries quoted 608 842 858
Median salary £65,000 £65,000 £60,000
Median salary % change year-on-year - +8.33%  
90% offered a salary of more than £45,000 £45,000 £42,500
10% offered a salary of more than £90,000 £87,500 £85,000
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 30311 37568 36977
As % of all permanent IT job vacancies advertised in London 90.17% 89.66% 87.63%
Number of salaries quoted 25402 32085 30825
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 £38,750 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling in London

Data Modelling
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling in London.

Salary trend for Data Modelling in London

Data Modelling
Salary Histogram in London

The salary distribution of IT jobs citing Data Modelling in London over the 3 months to 25 March 2017.

Salary histogram for Data Modelling in London

Data Modelling
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the London region over the 3 months to 25 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London -12 112 £65,000 +5.69% 31
West End of London +20 10 £52,500 -27.58% 2
Canary Wharf -12 5 £72,500 -3.33%
Chiswick -3 3 £50,000 -2.43%
Bromley - 3 - -
South Kensington - 2 £39,245 -
Wimbledon +14 1 £60,000 -
Croydon +2 1 £42,500 -22.72%
Kingston Upon Thames - 1 £37,500 - 2
Romford - 1 £35,000 -
Hammersmith - 1 £60,000 -
Mayfair - 1 - -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in London

For the 6 months to 25 March 2017, 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 London region with a requirement for Data Modelling.

1 708 (51.19%) SQL
2 560 (40.49%) Finance
3 502 (36.30%) Business Intelligence
4 419 (30.30%) Data Warehouse
5 389 (28.13%) Agile Software Development
6 349 (25.23%) ETL
7 328 (23.72%) SQL Server
8 318 (22.99%) Java
9 309 (22.34%) Analytical Skills
10 307 (22.20%) Analytics
11 282 (20.39%) Microsoft
12 240 (17.35%) Oracle
13 228 (16.49%) Big Data
14 226 (16.34%) Data Architecture
15 193 (13.96%) .NET
16 188 (13.59%) Degree
17 180 (13.02%) JavaScript
18 174 (12.58%) SQL Server Integration Services
19 168 (12.15%) Banking
20 162 (11.71%) Python
20 162 (11.71%) Hadoop
21 156 (11.28%) Data Analysis
21 156 (11.28%) Logical Data Model
22 155 (11.21%) OO
23 154 (11.14%) C#
24 151 (10.92%) Business Analysis
25 149 (10.77%) Data Management
26 146 (10.56%) T-SQL
27 144 (10.41%) Linux
28 143 (10.34%) Data Quality

Data Modelling
Top Related IT Skills in 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 87 (6.29%) Apache Spark
2 73 (5.28%) SAS
3 57 (4.12%) SharePoint
4 30 (2.17%) Apache
5 27 (1.95%) Tomcat
6 26 (1.88%) WebLogic
7 24 (1.74%) Confluence
8 23 (1.66%) JBoss
9 21 (1.52%) Apache Pig
10 19 (1.37%) Oracle SOA Suite
11 14 (1.01%) IIS
12 12 (0.87%) MS Exchange
13 11 (0.80%) WebSphere
14 8 (0.58%) CMS
14 8 (0.58%) Elasticsearch
15 7 (0.51%) Cloud Foundry
16 6 (0.43%) Drupal
17 5 (0.36%) Moodle
18 4 (0.29%) Apache Solr
18 4 (0.29%) ArcGIS
Applications
1 123 (8.89%) MS Excel
2 21 (1.52%) SPSS
3 20 (1.45%) MS Visio
4 19 (1.37%) MS Office
5 13 (0.94%) Spreadsheet
6 6 (0.43%) MS PowerPoint
7 3 (0.22%) MS Project
8 2 (0.14%) Weka
Business Applications
1 24 (1.74%) SAP ERP
1 24 (1.74%) SAP HR
2 17 (1.23%) SAP ECC
2 17 (1.23%) SAP Hybris
2 17 (1.23%) SAP MDM
3 13 (0.94%) Dynamics CRM
4 6 (0.43%) Cognos TM1
5 5 (0.36%) Dynamics AX
5 5 (0.36%) Remedy AR System
5 5 (0.36%) Remedy ITSM
6 3 (0.22%) OpenText MBPM
6 3 (0.22%) Oracle Retail
7 2 (0.14%) Magento
7 2 (0.14%) NetSuite
7 2 (0.14%) Oracle Payables
8 1 (0.072%) FINCAD Analytics
8 1 (0.072%) Markit EDM
8 1 (0.072%) Oracle BPM
8 1 (0.072%) Oracle Procure-to-Pay
8 1 (0.072%) Oracle Receivables
Cloud Services
1 120 (8.68%) Amazon AWS
2 59 (4.27%) Microsoft Azure
3 40 (2.89%) SaaS
4 25 (1.81%) GitHub
5 23 (1.66%) Google Analytics
6 16 (1.16%) Google Cloud Platform
7 15 (1.08%) IaaS
8 14 (1.01%) PaaS
9 13 (0.94%) Cloud Computing
10 10 (0.72%) Force.com
11 8 (0.58%) Amazon S3
11 8 (0.58%) Azure Machine Learning
12 7 (0.51%) Amazon EMR
13 6 (0.43%) Office 365
14 5 (0.36%) Azure Active Directory
14 5 (0.36%) Oracle CX
15 3 (0.22%) Boomi
16 2 (0.14%) Amazon CloudWatch
16 2 (0.14%) Amazon EC2
16 2 (0.14%) Amazon SQS
Communications & Networking
1 63 (4.56%) Internet
2 27 (1.95%) Intranet
3 25 (1.81%) Firewall
4 21 (1.52%) SAN
5 15 (1.08%) LAN
5 15 (1.08%) WAN
6 12 (0.87%) NAS
7 10 (0.72%) Kerberos
7 10 (0.72%) LDAP
8 9 (0.65%) Wireless
9 8 (0.58%) BIG-IP
9 8 (0.58%) VoIP
10 7 (0.51%) Ethernet
11 6 (0.43%) Multicast
11 6 (0.43%) TCP/IP
12 5 (0.36%) DHCP
12 5 (0.36%) DNS
13 4 (0.29%) Cisco Nexus
13 4 (0.29%) MPLS
13 4 (0.29%) SSH
Database & Business Intelligence
1 419 (30.30%) Data Warehouse
2 328 (23.72%) SQL Server
3 228 (16.49%) Big Data
4 174 (12.58%) SQL Server Integration Services
5 162 (11.71%) Hadoop
6 139 (10.05%) Relational Database
7 138 (9.98%) SQL Server Reporting Services
8 122 (8.82%) QlikView
9 106 (7.66%) MySQL
10 103 (7.45%) Power BI
11 96 (6.94%) SQL Server Analysis Services
12 90 (6.51%) NoSQL
13 74 (5.35%) Oracle Database
14 70 (5.06%) RDBMS
15 66 (4.77%) Apache Hive
16 58 (4.19%) OLAP
17 57 (4.12%) BusinessObjects
18 56 (4.05%) SQL Server 2012
19 46 (3.33%) Amazon Redshift
20 42 (3.04%) SQL Server 2008
Development Applications
1 49 (3.54%) JIRA
2 48 (3.47%) Git (software)
3 42 (3.04%) Talend Open Studio
4 31 (2.24%) ERwin
5 24 (1.74%) Visual Studio
6 19 (1.37%) Team Foundation Server
7 18 (1.30%) Jenkins
8 16 (1.16%) Toad
9 10 (0.72%) Subversion
9 10 (0.72%) Visual Studio Tools for Office
10 9 (0.65%) PowerDesigner
11 8 (0.58%) TeamCity
12 7 (0.51%) Atlassian Bamboo
12 7 (0.51%) Sonatype Nexus
13 6 (0.43%) Eclipse
13 6 (0.43%) Oracle Forms
13 6 (0.43%) XMLSpy
14 5 (0.36%) Ant
14 5 (0.36%) Cucumber
14 5 (0.36%) JUnit
General
1 560 (40.49%) Finance
2 168 (12.15%) Banking
3 105 (7.59%) Retail
4 83 (6.00%) Marketing
5 62 (4.48%) Financial Institution
6 55 (3.98%) Legal
7 43 (3.11%) Investment Banking
8 36 (2.60%) Telecoms
9 35 (2.53%) Law
10 21 (1.52%) Advertising
10 21 (1.52%) Games
11 20 (1.45%) Publishing
12 15 (1.08%) Front Office
12 15 (1.08%) Pharmaceutical
13 11 (0.80%) Prime Brokerage
14 9 (0.65%) Automotive
15 6 (0.43%) Back Office
16 4 (0.29%) Music Industry
16 4 (0.29%) Retail Banking
17 3 (0.22%) Manufacturing
Job Titles
1 438 (31.67%) Developer
2 304 (21.98%) Analyst
3 296 (21.40%) Architect
4 174 (12.58%) Data Architect
5 130 (9.40%) Business Analyst
6 97 (7.01%) Business Intelligence Developer
7 74 (5.35%) Senior Developer
8 70 (5.06%) Data Analyst
9 69 (4.99%) Data Scientist
10 64 (4.63%) Business Intelligence Analyst
11 62 (4.48%) Consultant
12 60 (4.34%) Solutions Architect
13 55 (3.98%) SQL Developer
14 54 (3.90%) Business Developer
15 52 (3.76%) Programmer
16 43 (3.11%) C# Developer
16 43 (3.11%) Perl Developer
16 43 (3.11%) Perl Programmer
17 42 (3.04%) Data Engineer
18 39 (2.82%) Java Developer
Libraries, Frameworks & Software Standards
1 193 (13.96%) .NET
2 95 (6.87%) HTML
3 87 (6.29%) AngularJS
4 82 (5.93%) Web Services
5 75 (5.42%) CSS
6 72 (5.21%) ASP.NET
7 71 (5.13%) XML
8 60 (4.34%) .NET Framework
9 55 (3.98%) ASP.NET MVC
10 48 (3.47%) Ajax
11 45 (3.25%) REST
12 43 (3.11%) Spring
13 39 (2.82%) HTML5
14 32 (2.31%) Node.js
15 28 (2.02%) jQuery
16 27 (1.95%) JSON
16 27 (1.95%) SOAP
17 26 (1.88%) React
18 25 (1.81%) Middleware
19 23 (1.66%) MDX
Miscellaneous
1 309 (22.34%) Analytical Skills
2 116 (8.39%) Computer Science
3 107 (7.74%) Data Structures
4 79 (5.71%) Management Information System
5 69 (4.99%) Fintech
6 57 (4.12%) Algorithms
7 51 (3.69%) Enterprise Software
8 35 (2.53%) Fixed Income
8 35 (2.53%) Reference Data
9 28 (2.02%) Data Centre
10 24 (1.74%) Credit Risk
11 23 (1.66%) User Experience
12 19 (1.37%) Derivative
12 19 (1.37%) Replication
13 18 (1.30%) Linux Command Line
14 17 (1.23%) Taxonomies
15 15 (1.08%) Foreign Exchange (FX)
15 15 (1.08%) Life Science
15 15 (1.08%) Mobile App
15 15 (1.08%) NHS
Operating Systems
1 144 (10.41%) Linux
2 83 (6.00%) Unix
3 77 (5.57%) Windows
4 16 (1.16%) Solaris
5 12 (0.87%) Android
6 11 (0.80%) Oracle Linux
7 8 (0.58%) Red Hat Enterprise Linux
8 4 (0.29%) CentOS
9 3 (0.22%) Apple iOS
9 3 (0.22%) Windows Server 2008
9 3 (0.22%) Windows Server 2012
9 3 (0.22%) Windows XP
Processes & Methodologies
1 502 (36.30%) Business Intelligence
2 389 (28.13%) Agile Software Development
3 349 (25.23%) ETL
4 307 (22.20%) Analytics
5 226 (16.34%) Data Architecture
6 156 (11.28%) Data Analysis
6 156 (11.28%) Logical Data Model
7 155 (11.21%) OO
8 151 (10.92%) Business Analysis
9 149 (10.77%) Data Management
10 135 (9.76%) Visualisation
11 134 (9.69%) Data Integration
12 127 (9.18%) Migration
13 119 (8.60%) Scrum
14 110 (7.95%) Software Engineering
15 109 (7.88%) SDLC
16 104 (7.52%) Mentoring
17 97 (7.01%) Use Case
18 96 (6.94%) Stakeholder Management
19 90 (6.51%) Continuous Improvement
Programming Languages
1 708 (51.19%) SQL
2 318 (22.99%) Java
3 180 (13.02%) JavaScript
4 162 (11.71%) Python
5 154 (11.14%) C#
6 146 (10.56%) T-SQL
7 91 (6.58%) R
8 70 (5.06%) Scala
9 61 (4.41%) Perl
10 52 (3.76%) PL/SQL
11 39 (2.82%) C++
12 32 (2.31%) MATLAB
13 31 (2.24%) PHP
14 28 (2.02%) C
15 26 (1.88%) VBA
16 22 (1.59%) Shell Script
17 21 (1.52%) Data Analysis Expressions (DAX)
18 20 (1.45%) Groovy
19 17 (1.23%) TypeScript
20 10 (0.72%) VB.NET
Qualifications
1 188 (13.59%) Degree
2 45 (3.25%) PhD
3 30 (2.17%) ISEB
4 11 (0.80%) Security Cleared
5 10 (0.72%) ITIL Foundation Certificate
5 10 (0.72%) Microsoft Certification
6 9 (0.65%) PMI Certification
7 7 (0.51%) CBAP
7 7 (0.51%) CEH
7 7 (0.51%) CISA
7 7 (0.51%) CISM
7 7 (0.51%) CISSP
8 6 (0.43%) SC Cleared
9 4 (0.29%) Cisco Certification
9 4 (0.29%) DV Cleared
9 4 (0.29%) Oracle Certification
10 3 (0.22%) ITIL Certification
10 3 (0.22%) MCITP
10 3 (0.22%) MCTS
11 2 (0.14%) CFA
Quality Assurance & Compliance
1 143 (10.34%) Data Quality
2 65 (4.70%) QA
3 19 (1.37%) PMO
4 12 (0.87%) MiFID
5 11 (0.80%) GDPR
6 9 (0.65%) Solvency II
7 6 (0.43%) IFRS
7 6 (0.43%) IFRS 9
8 5 (0.36%) SLA
9 3 (0.22%) HL7
10 2 (0.14%) CRD IV
10 2 (0.14%) Dodd-Frank
10 2 (0.14%) IAS 39
10 2 (0.14%) ISO/IEC 20000
11 1 (0.072%) Basel III
11 1 (0.072%) EMIR
11 1 (0.072%) GCP
11 1 (0.072%) ISO20022
11 1 (0.072%) P3O
11 1 (0.072%) PCI DSS
System Software
1 28 (2.02%) Active Directory
2 20 (1.45%) VMware Infrastructure
3 18 (1.30%) HDFS
4 14 (1.01%) Virtual Machines
5 12 (0.87%) Docker
6 8 (0.58%) Apache Flume
7 5 (0.36%) VMware ESX
8 4 (0.29%) Oracle RAC
8 4 (0.29%) Virtual Desktop
9 1 (0.072%) Firmware
Systems Management
1 22 (1.59%) Control-M
2 16 (1.16%) Oozie
3 12 (0.87%) Ansible
4 9 (0.65%) SCCM
5 8 (0.58%) BladeLogic
5 8 (0.58%) Oracle Enterprise Manager
6 7 (0.51%) Hadoop YARN
7 5 (0.36%) Data Guard
7 5 (0.36%) Kubernetes
7 5 (0.36%) MIMEsweeper
8 4 (0.29%) Norton AntiVirus
8 4 (0.29%) Oracle Identity Management
9 3 (0.22%) Enterprise Manager Cloud Control
9 3 (0.22%) Failover Clustering
9 3 (0.22%) HP Quality Center
10 1 (0.072%) Dokku
10 1 (0.072%) Opscode Chef
10 1 (0.072%) Oracle RMAN
10 1 (0.072%) Puppet
10 1 (0.072%) Tivoli
Vendors
1 282 (20.39%) Microsoft
2 240 (17.35%) Oracle
3 142 (10.27%) Tableau
4 73 (5.28%) SAP
5 66 (4.77%) Informatica
6 53 (3.83%) Salesforce.com
7 44 (3.18%) Cognos
8 42 (3.04%) Google
8 42 (3.04%) Talend
9 41 (2.96%) IBM
10 29 (2.10%) MicroStrategy
11 27 (1.95%) Teradata
12 25 (1.81%) Vermilion
13 24 (1.74%) Cognizant
14 21 (1.52%) Jaspersoft
14 21 (1.52%) Netezza
15 20 (1.45%) VMware
16 19 (1.37%) Sybase
17 18 (1.30%) hybris
18 16 (1.16%) Cisco
London
KPRS
Salary: From £45,000 to £55,000 per annum £45k - £55k + excellent Benefits pac
Posted: Yesterday
North West London
Hudson IT
Salary: £70000 - £75000 per annum + Bonus + Benefits
Posted: Yesterday
City, London
Understanding Recruitment
Salary: £55000.00 - £60000.00 per annum + Gym, Pension, Remote/Flexi Work
Posted: 3 days ago
City, London
Hays Finance Technology
Salary: £80000.00 - £110000.00 per annum
Posted: Yesterday
London
Ampersand Consulting
Salary: £45000 - £50000 per annum
Posted: 2 days ago
City, London
The Datawarehousing Company
Salary: £65,000 per annum + pension, medical, dental, critical illness, childc
Posted: 3 days ago
London
Burns Sheehan
Salary: £60000.00 - £70000 per annum + additional benefits
Posted: Yesterday
South West London
CONTEXT
Salary: From £35,000 to £42,500 per annum + Benefits & Pension
Posted: 3 days ago
London
Burns Sheehan
Salary: £40000.00 - £50000.00 per annum
Posted: 5 days ago
London
HFG
Salary: £45000 - £50000 per annum, Benefits Bonus & Benefits
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 plus exceptional benefits package
Posted: 4 days ago
London
Amicus Recruitment Limited
Salary: £40000 - £55000 per annum + Bonus + Pension
Posted: 4 days ago
City, London
AlixPartners
Salary: Negotiable
Posted: Yesterday
London
McGregor Boyall
Salary: £50000 - £70000.00 per annum
Posted: 4 days ago
London
ReThink Recruitment
Salary: £20000.00 - £50000.00 per annum
Posted: Yesterday
London
Understanding Recruitment
Salary: £55000.00 - £60000.00 per annum + Childcare, Health, 30 days hols
Posted: 5 days ago
City, London
Testing Circle Ltd
Salary: £0.00 per annum
Posted: 3 days ago
City, London
Venturi
Salary: £65000 - £71500 per annum + benefits
Posted: 2 days ago
London
Hanover Recruitment
Salary: £55000 - £60000.00 per annum
Posted: 4 days ago
London
KPRS
Salary: From £45,000 to £50,000 per annum £45k - £55k + benefits
Posted: 5 days ago
London
HFG
Salary: £45000 - £50000 per annum, Benefits Bonus & Benefits
Posted: 3 days ago
London
Burns Sheehan
Salary: £50000.00 - £60000.00 per annum
Posted: 5 days ago
London
McGregor Boyall
Salary: £350 - £390 per day
Posted: Yesterday
London
Digitech Resourcing Ltd
Salary: From £50,000 to £80,000 per annum + Package
Posted: Yesterday
East London
FT Select
Salary: From £70,000 to £80,000 per annum plus benefits
Posted: 2 days ago
London
Careerwise UK Limited
Salary: £35000 per annum
Posted: 5 days ago
City, London
I3
Salary: £65000 - £70000 per annum + benefits + bonus
Posted: 5 days ago
North London
The Bridge Ltd
Salary: From £40,000 to £50,000 per annum 7.5% Bonus, Pension, Healthcare, Lif
Posted: 4 days ago
West London
Spargonet Consulting Plc
Salary: £55000 - £60000 per annum
Posted: 6 days ago
South East London
Evolution Recruitment Solutions
Salary: 55,000-65,000
Posted: Yesterday