The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Data Modelling
England / London
Rank 159 122 123
Rank change year-on-year
-37 +1
Permanent jobs citing Data Modelling 667 1044 1084
As % of all permanent IT jobs located in London 2.03% 2.54% 2.60%
As % of the Processes & Methodologies category 2.25% 2.85% 2.98%
Number of salaries quoted 562 831 868
Median salary £66,000 £61,500 £60,000
Median salary % change year-on-year
+7.31% +2.50%
90% offered a salary of more than £45,000 £44,325 £42,500
10% offered a salary of more than £85,000 £86,000 £80,000
UK excluding London median salary £47,500 £47,500 £47,500

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the London region.

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
29626 36666 36372
As % of all permanent IT jobs located in London 89.95% 89.24% 87.09%
Number of salaries quoted 24852 31313 30463
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £40,000 £39,000 £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 London

The demand trend of job ads across the 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 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 across the London region.

Data Modelling Salary Trend in London

Data Modelling
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Data Modelling across the London region over the 3 months to 25 February 2017.

Data Modelling Salary Histogram 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 February 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 -21 102 £65,000 +6.99% 24
Croydon +8 6 £82,500 +65.00%
Uxbridge +1 4 - - 2
Canary Wharf -12 4 £70,000 -6.66%
Bromley - 4 - -
Kingston Upon Thames +20 3 £37,500 -47.08% 1
Wimbledon +11 1 £60,000 -
Beckenham -4 1 £60,000 +33.33%
Romford - 1 £35,000 -
Mayfair - 1 - -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in London

For the 6 months to 25 February 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.

1 710 (52.01%) SQL
2 552 (40.44%) Finance
3 513 (37.58%) Business Intelligence
4 443 (32.45%) Data Warehouse
5 371 (27.18%) ETL
6 368 (26.96%) Agile Software Development
7 317 (23.22%) SQL Server
8 302 (22.12%) Analytical Skills
9 294 (21.54%) Java
10 285 (20.88%) Microsoft
11 279 (20.44%) Analytics
12 246 (18.02%) Data Architecture
13 235 (17.22%) Oracle
14 222 (16.26%) Big Data
15 192 (14.07%) Degree
16 173 (12.67%) Data Management
17 171 (12.53%) SQL Server Integration Services
18 167 (12.23%) Business Analysis
18 167 (12.23%) .NET
18 167 (12.23%) Logical Data Model
19 165 (12.09%) Banking
20 163 (11.94%) Hadoop
21 160 (11.72%) JavaScript
22 159 (11.65%) Data Quality
23 157 (11.50%) Python
24 156 (11.43%) Data Analysis
25 151 (11.06%) OO
25 151 (11.06%) T-SQL
26 148 (10.84%) Relational Database
27 145 (10.62%) C#

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 95 (6.96%) Apache Spark
2 57 (4.18%) SharePoint
3 53 (3.88%) SAS
4 30 (2.20%) Apache Pig
5 28 (2.05%) Apache
6 27 (1.98%) Oracle SOA Suite
7 20 (1.47%) Confluence
8 17 (1.25%) CMS
9 16 (1.17%) WebLogic
10 14 (1.03%) IIS
10 14 (1.03%) Tomcat
11 12 (0.88%) Elasticsearch
12 10 (0.73%) JBoss
13 7 (0.51%) Apache Solr
13 7 (0.51%) Cloud Foundry
14 6 (0.44%) Drupal
14 6 (0.44%) WebSphere
15 5 (0.37%) Moodle
15 5 (0.37%) Oracle Workflow
16 4 (0.29%) ArcGIS
Applications
1 137 (10.04%) MS Excel
2 26 (1.90%) SPSS
3 24 (1.76%) MS Office
4 17 (1.25%) MS Visio
5 14 (1.03%) Spreadsheet
6 5 (0.37%) MS PowerPoint
7 2 (0.15%) MS Project
7 2 (0.15%) Weka
8 1 (0.073%) Mathematica
8 1 (0.073%) Stata
Business Applications
1 28 (2.05%) SAP ERP
1 28 (2.05%) SAP HR
2 24 (1.76%) SAP MDM
3 21 (1.54%) SAP ECC
3 21 (1.54%) SAP Hybris
4 11 (0.81%) Dynamics CRM
5 7 (0.51%) Cognos TM1
6 6 (0.44%) Oracle EBS
6 6 (0.44%) SAP CRM
7 5 (0.37%) Dynamics AX
8 3 (0.22%) OpenText MBPM
8 3 (0.22%) Oracle CRM
8 3 (0.22%) Oracle Retail
8 3 (0.22%) Remedy AR System
8 3 (0.22%) Remedy ITSM
8 3 (0.22%) SAP MDG
9 2 (0.15%) Cognos Business Intelligence
9 2 (0.15%) FastStats
9 2 (0.15%) Magento
9 2 (0.15%) Markit EDM
Cloud Services
1 92 (6.74%) Amazon AWS
2 57 (4.18%) Microsoft Azure
3 22 (1.61%) GitHub
4 21 (1.54%) Google Analytics
5 18 (1.32%) SaaS
6 16 (1.17%) Google Cloud Platform
7 13 (0.95%) Amazon S3
8 10 (0.73%) Amazon EMR
9 8 (0.59%) Oracle CX
10 7 (0.51%) PaaS
11 5 (0.37%) Azure Machine Learning
11 5 (0.37%) Cloud Computing
11 5 (0.37%) Force.com
12 4 (0.29%) IaaS
12 4 (0.29%) Office 365
13 3 (0.22%) Boomi
13 3 (0.22%) Google Drive
13 3 (0.22%) iPaaS
14 2 (0.15%) Amazon CloudWatch
14 2 (0.15%) Azure Active Directory
Communications & Networking
1 70 (5.13%) Internet
2 30 (2.20%) Intranet
3 14 (1.03%) Firewall
4 11 (0.81%) LDAP
5 10 (0.73%) Kerberos
6 9 (0.66%) SAN
7 6 (0.44%) HTTP
7 6 (0.44%) Multicast
7 6 (0.44%) TCP/IP
8 4 (0.29%) LAN
8 4 (0.29%) SSH
8 4 (0.29%) WAN
9 3 (0.22%) NAS
9 3 (0.22%) Skype
9 3 (0.22%) VoIP
9 3 (0.22%) Wireless
10 2 (0.15%) BIG-IP
10 2 (0.15%) DHCP
10 2 (0.15%) DNS
11 1 (0.073%) Ethernet
Database & Business Intelligence
1 443 (32.45%) Data Warehouse
2 317 (23.22%) SQL Server
3 222 (16.26%) Big Data
4 171 (12.53%) SQL Server Integration Services
5 163 (11.94%) Hadoop
6 148 (10.84%) Relational Database
7 142 (10.40%) SQL Server Reporting Services
8 132 (9.67%) QlikView
9 106 (7.77%) Power BI
10 96 (7.03%) NoSQL
11 93 (6.81%) SQL Server Analysis Services
12 90 (6.59%) MySQL
13 73 (5.35%) Apache Hive
13 73 (5.35%) RDBMS
14 58 (4.25%) Oracle Database
15 57 (4.18%) BusinessObjects
15 57 (4.18%) OLAP
16 52 (3.81%) Amazon Redshift
17 51 (3.74%) SQL Server 2012
18 47 (3.44%) HBase
Development Applications
1 48 (3.52%) JIRA
2 47 (3.44%) Talend Open Studio
3 45 (3.30%) Git (software)
4 42 (3.08%) ERwin
5 25 (1.83%) Visual Studio
6 21 (1.54%) Jenkins
7 19 (1.39%) Team Foundation Server
8 16 (1.17%) Toad
9 14 (1.03%) Sonatype Nexus
10 12 (0.88%) TeamCity
11 10 (0.73%) Visual Studio Tools for Office
12 9 (0.66%) Subversion
13 8 (0.59%) PowerDesigner
14 7 (0.51%) Atlassian Bamboo
14 7 (0.51%) Eclipse
14 7 (0.51%) XMLSpy
15 6 (0.44%) Oracle Forms
16 4 (0.29%) Ant
16 4 (0.29%) ClearCase
16 4 (0.29%) JUnit
General
1 552 (40.44%) Finance
2 165 (12.09%) Banking
3 135 (9.89%) Retail
4 77 (5.64%) Marketing
5 65 (4.76%) Legal
6 56 (4.10%) Financial Institution
7 52 (3.81%) Investment Banking
8 39 (2.86%) Law
9 28 (2.05%) Telecoms
10 26 (1.90%) Games
11 24 (1.76%) Publishing
12 21 (1.54%) Front Office
13 17 (1.25%) Advertising
13 17 (1.25%) Pharmaceutical
14 15 (1.10%) Prime Brokerage
15 11 (0.81%) Back Office
16 9 (0.66%) Automotive
17 6 (0.44%) Music Industry
17 6 (0.44%) Retail Banking
18 5 (0.37%) Online Betting
Job Titles
1 418 (30.62%) Developer
2 310 (22.71%) Analyst
3 308 (22.56%) Architect
4 201 (14.73%) Data Architect
5 137 (10.04%) Business Analyst
6 79 (5.79%) Business Intelligence Developer
7 74 (5.42%) Data Analyst
8 71 (5.20%) Consultant
9 69 (5.05%) Solutions Architect
10 67 (4.91%) Senior Developer
11 65 (4.76%) Business Intelligence Analyst
12 62 (4.54%) SQL Developer
13 50 (3.66%) Business Developer
13 50 (3.66%) Data Scientist
14 48 (3.52%) Data Engineer
15 43 (3.15%) Programmer
16 42 (3.08%) C# Developer
17 39 (2.86%) Enterprise Architect
18 38 (2.78%) Java Developer
19 37 (2.71%) Enterprise Data Architect
Libraries, Frameworks & Software Standards
1 167 (12.23%) .NET
2 108 (7.91%) HTML
3 77 (5.64%) XML
4 70 (5.13%) AngularJS
5 69 (5.05%) Web Services
6 68 (4.98%) CSS
7 64 (4.69%) ASP.NET
8 55 (4.03%) .NET Framework
9 47 (3.44%) HTML5
10 45 (3.30%) ASP.NET MVC
11 44 (3.22%) REST
12 43 (3.15%) Ajax
13 39 (2.86%) Spring
14 36 (2.64%) Node.js
15 29 (2.12%) jQuery
15 29 (2.12%) SOAP
16 27 (1.98%) React
17 25 (1.83%) JSON
18 24 (1.76%) Kafka
19 23 (1.68%) MDX
Miscellaneous
1 302 (22.12%) Analytical Skills
2 102 (7.47%) Computer Science
3 98 (7.18%) Data Structures
4 78 (5.71%) Management Information System
5 60 (4.40%) Fintech
6 48 (3.52%) Enterprise Software
7 41 (3.00%) Algorithms
7 41 (3.00%) Reference Data
8 33 (2.42%) Fixed Income
9 26 (1.90%) Credit Risk
10 20 (1.47%) Replication
11 18 (1.32%) Derivative
11 18 (1.32%) Taxonomies
12 17 (1.25%) Life Science
12 17 (1.25%) Mobile App
13 16 (1.17%) Market Risk
13 16 (1.17%) NHS
14 15 (1.10%) User Experience
15 14 (1.03%) Foreign Exchange (FX)
16 12 (0.88%) Wiki
Operating Systems
1 110 (8.06%) Linux
2 63 (4.62%) Unix
3 53 (3.88%) Windows
4 14 (1.03%) Android
5 8 (0.59%) Red Hat Enterprise Linux
6 5 (0.37%) Apple iOS
7 4 (0.29%) CentOS
7 4 (0.29%) Solaris
8 3 (0.22%) Debian
8 3 (0.22%) Windows Server 2008
8 3 (0.22%) Windows Server 2012
8 3 (0.22%) Windows XP
9 2 (0.15%) Oracle Linux
9 2 (0.15%) Ubuntu
Processes & Methodologies
1 513 (37.58%) Business Intelligence
2 371 (27.18%) ETL
3 368 (26.96%) Agile Software Development
4 279 (20.44%) Analytics
5 246 (18.02%) Data Architecture
6 173 (12.67%) Data Management
7 167 (12.23%) Business Analysis
7 167 (12.23%) Logical Data Model
8 156 (11.43%) Data Analysis
9 151 (11.06%) OO
10 124 (9.08%) Data Integration
10 124 (9.08%) SDLC
11 123 (9.01%) Visualisation
12 122 (8.94%) Migration
13 111 (8.13%) Software Engineering
14 102 (7.47%) Mentoring
14 102 (7.47%) SOA
15 95 (6.96%) CRM
16 94 (6.89%) E-Commerce
17 93 (6.81%) Use Case
Programming Languages
1 710 (52.01%) SQL
2 294 (21.54%) Java
3 160 (11.72%) JavaScript
4 157 (11.50%) Python
5 151 (11.06%) T-SQL
6 145 (10.62%) C#
7 78 (5.71%) R
8 76 (5.57%) Scala
9 54 (3.96%) Perl
10 50 (3.66%) PL/SQL
11 41 (3.00%) C++
12 36 (2.64%) VBA
13 29 (2.12%) C
13 29 (2.12%) MATLAB
14 26 (1.90%) PHP
15 21 (1.54%) TypeScript
16 20 (1.47%) Data Analysis Expressions (DAX)
17 17 (1.25%) Shell Script
18 15 (1.10%) Groovy
19 10 (0.73%) Bash Shell
Qualifications
1 192 (14.07%) Degree
2 41 (3.00%) PhD
3 38 (2.78%) ISEB
4 14 (1.03%) Security Cleared
5 11 (0.81%) PMI Certification
6 10 (0.73%) Microsoft Certification
7 8 (0.59%) CBAP
8 7 (0.51%) CEH
8 7 (0.51%) CISA
8 7 (0.51%) CISM
8 7 (0.51%) CISSP
9 4 (0.29%) DV Cleared
9 4 (0.29%) Oracle Certification
9 4 (0.29%) Postgraduate
9 4 (0.29%) SC Cleared
10 3 (0.22%) IIBA
10 3 (0.22%) ITIL Foundation Certificate
10 3 (0.22%) MCITP
10 3 (0.22%) MCTS
11 2 (0.15%) OCP
Quality Assurance & Compliance
1 159 (11.65%) Data Quality
2 52 (3.81%) QA
3 26 (1.90%) PMO
4 9 (0.66%) MiFID
5 6 (0.44%) IFRS
5 6 (0.44%) IFRS 9
6 5 (0.37%) Solvency II
7 4 (0.29%) CRD IV
8 3 (0.22%) Dodd-Frank
8 3 (0.22%) HL7
8 3 (0.22%) SLA
9 2 (0.15%) Basel III
9 2 (0.15%) IAS 39
10 1 (0.073%) EMIR
10 1 (0.073%) GCP
10 1 (0.073%) GDPR
10 1 (0.073%) ISO20022
10 1 (0.073%) P3O
System Software
1 24 (1.76%) HDFS
2 16 (1.17%) Active Directory
2 16 (1.17%) Docker
3 11 (0.81%) Apache Flume
4 8 (0.59%) VMware Infrastructure
5 5 (0.37%) Virtual Machines
6 4 (0.29%) Oracle RAC
7 2 (0.15%) VMware ESX
8 1 (0.073%) Firmware
8 1 (0.073%) GridGain
8 1 (0.073%) Virtual Desktop
Systems Management
1 18 (1.32%) Oozie
2 12 (0.88%) Hadoop YARN
3 11 (0.81%) Ansible
4 6 (0.44%) Control-M
5 5 (0.37%) Data Guard
5 5 (0.37%) Failover Clustering
5 5 (0.37%) Kubernetes
5 5 (0.37%) Oracle Enterprise Manager
6 4 (0.29%) Opscode Chef
6 4 (0.29%) Puppet
6 4 (0.29%) SCCM
7 3 (0.22%) Enterprise Manager Cloud Control
8 2 (0.15%) BladeLogic
8 2 (0.15%) HP Quality Center
8 2 (0.15%) MIMEsweeper
9 1 (0.073%) Dokku
9 1 (0.073%) Norton AntiVirus
9 1 (0.073%) Oracle Identity Management
9 1 (0.073%) Oracle RMAN
Vendors
1 285 (20.88%) Microsoft
2 235 (17.22%) Oracle
3 143 (10.48%) Tableau
4 81 (5.93%) SAP
5 64 (4.69%) Informatica
6 51 (3.74%) Cognos
7 47 (3.44%) Salesforce.com
7 47 (3.44%) Talend
8 37 (2.71%) Google
9 32 (2.34%) IBM
9 32 (2.34%) Teradata
10 27 (1.98%) MicroStrategy
11 25 (1.83%) Netezza
11 25 (1.83%) Vermilion
12 22 (1.61%) hybris
13 18 (1.32%) Sybase
14 17 (1.25%) MuleSoft
15 15 (1.10%) Cognizant
16 11 (0.81%) Murex
16 11 (0.81%) webMethods
London
Capital IT Resourcing LTD
Salary: £55000 - £65000 per annum + Bonus + Benefits
Posted: Yesterday
City, London
Square One Resources
Salary: From £90,000 to £110,000 per annum + Benefits
Posted: 22 hours ago
Kingston Upon Thames, Surrey
Client Server
Salary: £35k to £40k + bonus + benefits
Posted: Yesterday
City, London
Harris Global
Salary: From £80,000 to £90,000 per annum + bonus and benefits
Posted: Yesterday
City, London
Hays Finance Technology
Salary: £80000.00 - £110000.00 per annum
Posted: 22 hours ago
City, London
Harrington Starr
Salary: £65000 - £75000 per annum + plus package
Posted: 2 days ago
London
Cititec
Salary: £85000 - £90000 per annum
Posted: 7 hours ago
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 + generous bonus and car allowance plus much more!
Posted: 2 days ago
London
Engage PSG
Salary: £60000 - £90000 per annum + + bonus and excellent package
Posted: 2 days ago
South West London
CONTEXT
Salary: From £35,000 to £40,000 per annum
Posted: 3 days ago
West London
Square One Resources
Salary: Up to £70,000 per annum
Posted: 3 days ago
London
Digitech Resourcing Ltd
Salary: From £50,000 to £80,000 per annum + Package
Posted: 23 hours ago
City, London
Square One Resources
Salary: From £80,000 to £150,000 per annum + Benefits
Posted: 2 days ago
West London
Reco Ltd
Salary: From £60,000 to £80,000 per annum + benefits
Posted: 3 days ago
City, London
Harrington Starr
Salary: £55000 - £75000 per annum + bonus and benefits
Posted: 2 days ago
London
KPRS
Salary: From £55,000 to £55,000 per annum £55k + benefits
Posted: 5 days ago
London
myBench Ltd
Salary: From £25,000 to £45,000 per annum
Posted: 2 days ago
London
Careerwise UK Limited
Salary: £80000 per annum + car allowance + pension + healthcare
Posted: 4 days ago
London
Cadence Resourcing
Salary: £40000 - £70000 per annum
Posted: 4 days ago
City, London
Evolution Recruitment Solutions
Salary: 55000 - 70000 + excellent benefits
Posted: 3 days ago
London
B Elite Talent
Salary: Excellent Package & negotiable for the right person
Posted: 6 days ago
South East London
Evolution Recruitment Solutions
Salary: 25,000-35,000
Posted: 2 days ago
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £60000 Per Annum benefits package
Posted: 6 days ago
London
Information Technology Services
Salary: £60k - 75k per year + Benefits
Posted: 4 days ago
South West London
Imperial College London
Salary: £35,140 - 43,350 per year + Benefits
Posted: 3 days ago
London
Searchability
Salary: £50000 - £60000 per annum + benefits
Posted: 4 days ago
London
Mortimer Spinks
Salary: £55000 - £75000 per annum + excellent benefits
Posted: 4 days ago
South East London
Evolution Recruitment Solutions
Salary: 60,000-65,000
Posted: 4 days ago
South East London
Evolution Recruitment Solutions
Salary: 50,000-60,000 + 12.5% Performance related Bonus
Posted: 5 days ago
London
HFG
Salary: £65000 - £70000 per annum
Posted: 3 days ago