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 17 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Data Modelling
England / London
Rank 188 119 122
Rank change year-on-year
-69 +3
Permanent jobs citing Data Modelling 594 1032 1018
As % of all permanent IT jobs located in London 1.78% 2.58% 2.52%
As % of the Processes & Methodologies category 1.99% 2.92% 2.91%
Number of salaries quoted 510 852 796
Median salary £65,000 £62,500 £60,000
Median salary % change year-on-year
+4.00% +4.16%
90% offered a salary of more than £42,500 £44,325 £40,000
10% offered a salary of more than £85,000 £85,000 £80,000
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%

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
29798 35341 34941
As % of all permanent IT jobs located in London 89.15% 88.42% 86.36%
Number of salaries quoted 25141 30112 29478
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 £39,000 £40,000 £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 17 January 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 17 January 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 -13 103 £60,000 - 30
Croydon - 10 £82,500 -
Canary Wharf -14 6 £71,250 +1.78%
Uxbridge -8 4 - - 1
Bromley - 4 £92,500 -
Kingston Upon Thames +6 3 £37,500 -50.00% 2
Beckenham -4 1 £60,000 +37.14%
Hackney - 1 £47,500 -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in London

For the 6 months to 17 January 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.

1 725 (50.66%) SQL
2 571 (39.90%) Finance
3 521 (36.41%) Business Intelligence
4 479 (33.47%) Data Warehouse
5 431 (30.12%) ETL
6 378 (26.42%) Agile Software Development
7 320 (22.36%) Analytical Skills
8 304 (21.24%) Java
9 299 (20.89%) SQL Server
10 284 (19.85%) Analytics
11 274 (19.15%) Oracle
12 261 (18.24%) Microsoft
13 234 (16.35%) Data Architecture
14 223 (15.58%) Big Data
15 206 (14.40%) Degree
16 190 (13.28%) SQL Server Integration Services
17 177 (12.37%) Banking
18 175 (12.23%) Hadoop
19 166 (11.60%) Business Analysis
20 165 (11.53%) Data Management
21 157 (10.97%) Logical Data Model
22 156 (10.90%) Python
23 155 (10.83%) Tableau
24 154 (10.76%) SQL Server Reporting Services
25 153 (10.69%) Data Quality
26 149 (10.41%) T-SQL
26 149 (10.41%) OO
27 148 (10.34%) Data Analysis
27 148 (10.34%) Relational Database
28 144 (10.06%) .NET

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
1 116 (8.11%) Apache Spark
2 40 (2.80%) SAS
3 36 (2.52%) Apache Pig
4 33 (2.31%) CMS
4 33 (2.31%) Confluence
4 33 (2.31%) SharePoint
5 32 (2.24%) Apache
6 29 (2.03%) Oracle SOA Suite
7 17 (1.19%) Elasticsearch
8 16 (1.12%) WebLogic
9 13 (0.91%) IIS
10 12 (0.84%) Apache Solr
11 11 (0.77%) Tomcat
12 7 (0.49%) Drupal
12 7 (0.49%) JBoss
13 6 (0.42%) WebSphere
14 5 (0.35%) Cloud Foundry
14 5 (0.35%) Oracle HTTP Server
14 5 (0.35%) Oracle Workflow
15 4 (0.28%) ArcGIS
Applications
1 143 (9.99%) MS Excel
2 29 (2.03%) MS Office
3 25 (1.75%) SPSS
4 22 (1.54%) MS Visio
5 12 (0.84%) MS PowerPoint
6 10 (0.70%) Spreadsheet
7 3 (0.21%) Mathematica
7 3 (0.21%) Stata
8 2 (0.14%) CPLEX
8 2 (0.14%) MS Project
8 2 (0.14%) Weka
Business Applications
1 30 (2.10%) SAP HR
2 29 (2.03%) SAP ERP
2 29 (2.03%) SAP MDM
3 23 (1.61%) SAP ECC
3 23 (1.61%) SAP hybris
4 16 (1.12%) Dynamics CRM
5 11 (0.77%) Cognos TM1
6 8 (0.56%) Oracle CRM
7 7 (0.49%) FastStats
8 6 (0.42%) Oracle EBS
8 6 (0.42%) SAP CRM
9 5 (0.35%) Cognos Business Intelligence
10 3 (0.21%) OpenText MBPM
10 3 (0.21%) Oracle Applications
11 2 (0.14%) Adobe Campaign
11 2 (0.14%) Markit EDM
11 2 (0.14%) Oracle BPM
11 2 (0.14%) Salesforce.com CRM
11 2 (0.14%) SAP Oil and Gas
12 1 (0.070%) Oracle Procure-to-Pay
Cloud Services
1 96 (6.71%) Amazon AWS
2 52 (3.63%) Microsoft Azure
3 24 (1.68%) GitHub
4 21 (1.47%) SaaS
5 19 (1.33%) Amazon S3
6 18 (1.26%) Google Analytics
7 17 (1.19%) Amazon EMR
8 16 (1.12%) Google Cloud Platform
9 11 (0.77%) Force.com
10 10 (0.70%) Oracle CX
11 8 (0.56%) Amazon EC2
11 8 (0.56%) Google Drive
12 7 (0.49%) iPaaS
13 5 (0.35%) Amazon Kinesis
13 5 (0.35%) Office 365
14 4 (0.28%) PaaS
15 3 (0.21%) Boomi
15 3 (0.21%) Cloud Computing
15 3 (0.21%) Heroku
16 2 (0.14%) Azure Machine Learning
Communications & Networking
1 66 (4.61%) Internet
2 11 (0.77%) Intranet
3 10 (0.70%) HTTP
3 10 (0.70%) LDAP
4 9 (0.63%) Kerberos
5 8 (0.56%) Skype
6 7 (0.49%) Firewall
7 3 (0.21%) SAN
8 2 (0.14%) Multicast
8 2 (0.14%) SSH
8 2 (0.14%) TCP/IP
9 1 (0.070%) DHCP
9 1 (0.070%) DNS
9 1 (0.070%) Extranet
9 1 (0.070%) FTP
9 1 (0.070%) HTTPS
9 1 (0.070%) LAN
9 1 (0.070%) NAS
9 1 (0.070%) VoIP
9 1 (0.070%) WAN
Database & Business Intelligence
1 479 (33.47%) Data Warehouse
2 299 (20.89%) SQL Server
3 223 (15.58%) Big Data
4 190 (13.28%) SQL Server Integration Services
5 175 (12.23%) Hadoop
6 154 (10.76%) SQL Server Reporting Services
7 148 (10.34%) Relational Database
8 120 (8.39%) QlikView
9 102 (7.13%) SQL Server Analysis Services
10 97 (6.78%) Power BI
11 95 (6.64%) NoSQL
12 88 (6.15%) Apache Hive
13 79 (5.52%) MySQL
14 74 (5.17%) Amazon Redshift
15 72 (5.03%) Oracle Database
16 71 (4.96%) BusinessObjects
17 66 (4.61%) RDBMS
18 56 (3.91%) HBase
19 52 (3.63%) OLAP
20 50 (3.49%) SQL Server 2008
Development Applications
1 82 (5.73%) JIRA
2 55 (3.84%) Talend Open Studio
3 53 (3.70%) ERwin
4 43 (3.00%) Git (software)
5 26 (1.82%) Visual Studio
6 22 (1.54%) Jenkins
7 18 (1.26%) Team Foundation Server
8 16 (1.12%) Toad
9 15 (1.05%) Sonatype Nexus
10 14 (0.98%) TeamCity
11 11 (0.77%) Subversion
12 8 (0.56%) Eclipse
12 8 (0.56%) XMLSpy
13 7 (0.49%) FishEye
13 7 (0.49%) Liquibase
14 6 (0.42%) Oracle Forms
14 6 (0.42%) Phabricator
14 6 (0.42%) Visual Studio Tools for Office
15 5 (0.35%) LoadRunner
15 5 (0.35%) PowerDesigner
General
1 571 (39.90%) Finance
2 177 (12.37%) Banking
3 143 (9.99%) Retail
4 86 (6.01%) Marketing
5 79 (5.52%) Legal
6 68 (4.75%) Investment Banking
7 51 (3.56%) Law
8 45 (3.14%) Financial Institution
9 39 (2.73%) Front Office
10 38 (2.66%) Games
10 38 (2.66%) Publishing
11 23 (1.61%) Telecoms
12 21 (1.47%) Prime Brokerage
13 14 (0.98%) Pharmaceutical
14 13 (0.91%) Back Office
15 11 (0.77%) Advertising
16 9 (0.63%) Automotive
17 7 (0.49%) Music Industry
18 6 (0.42%) Retail Banking
19 5 (0.35%) Online Betting
Job Titles
1 406 (28.37%) Developer
2 341 (23.83%) Analyst
3 330 (23.06%) Architect
4 228 (15.93%) Data Architect
5 163 (11.39%) Business Analyst
6 87 (6.08%) Data Analyst
7 82 (5.73%) SQL Developer
8 75 (5.24%) Consultant
9 68 (4.75%) Solutions Architect
10 66 (4.61%) Business Intelligence Developer
11 57 (3.98%) Business Intelligence Analyst
12 54 (3.77%) Senior Developer
13 50 (3.49%) Data Engineer
14 48 (3.35%) Big Data Architect
15 41 (2.87%) Programmer
16 39 (2.73%) Data Scientist
16 39 (2.73%) Enterprise Architect
17 38 (2.66%) Business Systems Analyst
17 38 (2.66%) C# Developer
17 38 (2.66%) Data Modeller
Libraries, Frameworks & Software Standards
1 144 (10.06%) .NET
2 117 (8.18%) HTML
3 98 (6.85%) XML
4 86 (6.01%) Web Services
5 72 (5.03%) CSS
6 54 (3.77%) .NET Framework
7 53 (3.70%) HTML5
8 52 (3.63%) REST
9 47 (3.28%) AngularJS
10 44 (3.07%) ASP.NET
11 43 (3.00%) SOAP
12 33 (2.31%) Spring
13 31 (2.17%) Ajax
14 30 (2.10%) RESTful
15 29 (2.03%) Node.js
16 28 (1.96%) jQuery
17 27 (1.89%) JSON
17 27 (1.89%) React
18 25 (1.75%) JMS
19 24 (1.68%) MDX
Miscellaneous
1 320 (22.36%) Analytical Skills
2 138 (9.64%) Data Integration
3 124 (8.67%) Visualisation
4 99 (6.92%) Data Structures
5 89 (6.22%) Computer Science
6 74 (5.17%) Management Information System
7 63 (4.40%) Statistics
8 53 (3.70%) Fintech
9 51 (3.56%) Enterprise Software
10 41 (2.87%) Mathematics
11 39 (2.73%) Reference Data
12 34 (2.38%) Economics
13 33 (2.31%) Algorithms
14 28 (1.96%) Credit Risk
15 27 (1.89%) Replication
16 24 (1.68%) Data Extraction
17 20 (1.40%) Market Risk
18 19 (1.33%) Derivative
18 19 (1.33%) Wiki
19 18 (1.26%) Mobile App
Operating Systems
1 113 (7.90%) Linux
2 79 (5.52%) Unix
3 44 (3.07%) Windows
4 14 (0.98%) Android
5 8 (0.56%) Apple iOS
6 7 (0.49%) Red Hat Enterprise Linux
6 7 (0.49%) Ubuntu
7 6 (0.42%) Windows Server 2008
7 6 (0.42%) Windows Server 2012
8 5 (0.35%) Debian
9 4 (0.28%) Windows XP
10 2 (0.14%) CentOS
11 1 (0.070%) Solaris
11 1 (0.070%) Windows 2000
11 1 (0.070%) Windows 8
11 1 (0.070%) Windows Server
11 1 (0.070%) Windows Vista
Processes & Methodologies
1 521 (36.41%) Business Intelligence
2 431 (30.12%) ETL
3 378 (26.42%) Agile Software Development
4 284 (19.85%) Analytics
5 234 (16.35%) Data Architecture
6 166 (11.60%) Business Analysis
7 165 (11.53%) Data Management
8 157 (10.97%) Logical Data Model
9 149 (10.41%) OO
10 148 (10.34%) Data Analysis
11 134 (9.36%) SDLC
12 114 (7.97%) SOA
13 113 (7.90%) UML
14 107 (7.48%) E-Commerce
14 107 (7.48%) Migration
15 102 (7.13%) CRM
16 99 (6.92%) Mentoring
17 97 (6.78%) Data Governance
18 89 (6.22%) Use Case
19 88 (6.15%) Stakeholder Management
Programming Languages
1 725 (50.66%) SQL
2 304 (21.24%) Java
3 156 (10.90%) Python
4 149 (10.41%) T-SQL
5 141 (9.85%) JavaScript
6 130 (9.08%) C#
7 87 (6.08%) PL/SQL
8 80 (5.59%) Scala
9 64 (4.47%) R
10 50 (3.49%) Perl
11 45 (3.14%) C++
12 40 (2.80%) VBA
13 33 (2.31%) Shell Script
14 32 (2.24%) C
15 29 (2.03%) PHP
16 28 (1.96%) TypeScript
17 18 (1.26%) Data Analysis Expressions (DAX)
17 18 (1.26%) MATLAB
18 13 (0.91%) Clojure
19 12 (0.84%) Apex Code
Qualifications
1 206 (14.40%) Degree
2 44 (3.07%) ISEB
3 35 (2.45%) PhD
4 23 (1.61%) Security Cleared
5 17 (1.19%) PMI Certification
6 15 (1.05%) ITIL Foundation Certificate
7 13 (0.91%) Oracle Certification
8 9 (0.63%) Microsoft Certification
8 9 (0.63%) OCP
9 7 (0.49%) CEH
9 7 (0.49%) CISA
9 7 (0.49%) CISM
9 7 (0.49%) CISSP
9 7 (0.49%) Postgraduate
10 6 (0.42%) DV Cleared
11 5 (0.35%) CBAP
11 5 (0.35%) MBA
12 4 (0.28%) IIBA
12 4 (0.28%) MCP
12 4 (0.28%) PRINCE2 Certification
Quality Assurance & Compliance
1 153 (10.69%) Data Quality
2 52 (3.63%) QA
3 14 (0.98%) SLA
4 13 (0.91%) MiFID
5 10 (0.70%) CRD IV
6 7 (0.49%) Solvency II
7 3 (0.21%) Basel III
7 3 (0.21%) HL7
8 2 (0.14%) Dodd-Frank
8 2 (0.14%) IAS 39
9 1 (0.070%) Actionable Recommendations
9 1 (0.070%) GDPR
9 1 (0.070%) ISO20022
9 1 (0.070%) P3O
System Software
1 29 (2.03%) HDFS
2 14 (0.98%) Apache Flume
2 14 (0.98%) Docker
3 12 (0.84%) Active Directory
4 5 (0.35%) Virtual Machines
4 5 (0.35%) VMware Infrastructure
5 4 (0.28%) Oracle RAC
6 2 (0.14%) GridGain
7 1 (0.070%) Btrfs
7 1 (0.070%) Firmware
7 1 (0.070%) Gluster
7 1 (0.070%) GPFS
7 1 (0.070%) Varnish
7 1 (0.070%) VMware ESX
Systems Management
1 20 (1.40%) Oozie
2 18 (1.26%) Ansible
3 15 (1.05%) Control-M
4 13 (0.91%) Hadoop YARN
5 10 (0.70%) Opscode Chef
6 9 (0.63%) Failover Clustering
6 9 (0.63%) Puppet
7 5 (0.35%) Data Guard
7 5 (0.35%) Oracle Enterprise Manager
8 4 (0.28%) Kubernetes
9 3 (0.21%) Oracle EDQ
10 2 (0.14%) Enterprise Manager Cloud Control
10 2 (0.14%) Grafana
11 1 (0.070%) Dokku
11 1 (0.070%) HP Quality Center
11 1 (0.070%) MIMEsweeper
11 1 (0.070%) Oracle RMAN
Vendors
1 274 (19.15%) Oracle
2 261 (18.24%) Microsoft
3 155 (10.83%) Tableau
4 106 (7.41%) Informatica
5 86 (6.01%) SAP
6 55 (3.84%) Talend
7 52 (3.63%) Cognos
8 50 (3.49%) Salesforce.com
9 41 (2.87%) Teradata
10 40 (2.80%) Google
10 40 (2.80%) Netezza
11 39 (2.73%) IBM
12 25 (1.75%) hybris
13 24 (1.68%) Sybase
14 22 (1.54%) EXASOL
15 21 (1.47%) Vertica
16 20 (1.40%) MicroStrategy
17 17 (1.19%) Cognizant
17 17 (1.19%) MuleSoft
18 16 (1.12%) Murex
London
Capita Resourcing - IT Resourcing
Salary: £48000 - £52000 per annum + benefits
Posted: 10 hours ago
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 + generous bonus and car allowance plus much more!
Posted: 4 hours ago
London
Information Technology Services
Salary: £60k - 75k per year + Benefits
Posted: 1 hour ago
South West London
DCV Technologies
Salary: From £50,000 to £60,000 per annum Amazing benefits packages
Posted: 3 hours ago
City, London
I3
Salary: £65000 - £70000 per annum + benefits + bonus
Posted: Yesterday
City, London
Evolution Recruitment Solutions
Salary: 55000 - 70000 + excellent benefits
Posted: Yesterday
City, London
Harrington Starr
Salary: £35000 - £55000 per annum + Benefits + Bonus
Posted: 3 days ago
London
Optima Connections
Salary: Up to £70,000 per annum + Bonus + Benefits
Posted: Yesterday
City, London
Harrington Starr
Salary: £35000 - £55000 per annum + Excellent Commission Scheme + Benefits
Posted: 3 days ago
City, London
Salt
Salary: £50000 - £65000 per annum + Bonus + Benefits
Posted: 4 days ago
South East London
Evolution Recruitment Solutions
Salary: 50,000-60,000 + 12.5% Performance related Bonus
Posted: Yesterday
London
Infotel UK Consulting
Salary: Competitive + Benefits
Posted: Yesterday
City, London
Harrington Starr
Salary: £45000 - £60000 per annum + Bonus + Benefits
Posted: 3 days ago
City, London
Quant Capital
Salary: Up to £50,000 per annum
Posted: Yesterday
West London
Optima Connections
Salary: From £65,000 to £80,000 per annum + Bonus + Benefits
Posted: Yesterday
London
Westbourne Partners
Salary: From £50,000 to £80,000 per annum
Posted: 4 days ago
London
KPRS
Salary: From £55,000 to £55,000 per annum £55k + benefits
Posted: 5 days ago
London
HCA Hospitals
Salary: Excellent bens incl. private health
Posted: 4 days ago
London
Harvey Nash plc
Salary: £85000 - £95000 per annum + benefits package and bonus
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £75 000 to £95 000 basic (+ superb package!!!)
Posted: 4 days ago
City, London
Harrington Starr
Salary: £45000 - £60000 per annum + Bonus + Benefits
Posted: 3 days ago
London
Harvey Nash plc
Salary: £35000 - £65000 per annum + Benefits Package + Flexible Working
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £95’000 - £105’000
Posted: 4 days ago
Barnet, Hertfordshire
Harrington Starr
Salary: £30000 - £40000 per annum
Posted: 6 days ago
London
KPRS
Salary: From £55,000 to £55,000 per annum £55k + benefits
Posted: 6 days ago
London
Salt
Salary: £80000.00 - £110000.00 per annum
Posted: 4 days ago
City, London
Understanding Recruitment
Salary: £60000 - £75000 per annum + benefits
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £80,000-£100,000
Posted: 4 days ago
North West London
JP Boden & Co Ltd
Salary: Competitive salary with excellent benefits
Posted: 7 days ago
London
Searchability
Salary: £50000 - £60000 per annum
Posted: 4 days ago