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

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 182 126 127
Rank change year-on-year
-56 +1
Permanent jobs citing Data Modelling 654 1129 1076
As % of all permanent IT jobs located in London 1.85% 2.58% 2.40%
As % of the Processes & Methodologies category 2.08% 2.92% 2.78%
Number of salaries quoted 547 959 866
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 £41,000 £42,500 £44,250
10% offered a salary of more than £85,000 £85,000 £80,000
UK excluding London median salary £47,500 £47,772 £45,000
% change year-on-year
-0.56% +6.16%
Data Modelling
England

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
31505 38606 38660
As % of all permanent IT jobs located in London 89.02% 88.25% 86.23%
Number of salaries quoted 26687 32605 32637
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 £38,500 £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 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 7 December 2016.

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 7 December 2016. 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
(Click see detailed
statistics and trends)
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 -27 98 £61,250 +6.52% 22
Croydon +17 10 £82,500 +73.68%
Canary Wharf -3 7 £65,000 -
Uxbridge -2 2 - -
Kingston Upon Thames -4 2 £53,750 -28.33% 3
Bromley - 1 £92,500 -
Wembley - 1 £40,000 -
Hackney - 1 £47,500 -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in London

For the 6 months to 7 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 London region with a requirement for Data Modelling.

1 751 (48.51%) SQL
2 617 (39.86%) Finance
3 591 (38.18%) Business Intelligence
4 552 (35.66%) Data Warehouse
5 480 (31.01%) ETL
6 387 (25.00%) Agile Software Development
7 362 (23.39%) Analytical Skills
8 329 (21.25%) SQL Server
9 309 (19.96%) Microsoft
10 307 (19.83%) Java
11 293 (18.93%) Analytics
12 292 (18.86%) Oracle
13 243 (15.70%) Data Architecture
14 240 (15.50%) Degree
15 227 (14.66%) Big Data
16 222 (14.34%) SQL Server Integration Services
17 202 (13.05%) Data Management
18 188 (12.14%) Hadoop
19 181 (11.69%) Data Quality
20 179 (11.56%) SQL Server Reporting Services
21 178 (11.50%) Business Analysis
22 175 (11.30%) Banking
23 172 (11.11%) MS Excel
24 169 (10.92%) Retail
25 165 (10.66%) Tableau
26 162 (10.47%) Data Analysis
27 160 (10.34%) SDLC
28 155 (10.01%) .NET
28 155 (10.01%) T-SQL
29 153 (9.88%) Relational Database

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
1 115 (7.43%) Apache Spark
2 47 (3.04%) SharePoint
3 46 (2.97%) SAS
4 37 (2.39%) CMS
4 37 (2.39%) Oracle SOA Suite
5 34 (2.20%) Apache Pig
6 33 (2.13%) Confluence
7 26 (1.68%) Apache
8 23 (1.49%) Elasticsearch
9 17 (1.10%) WebLogic
10 14 (0.90%) Apache Solr
11 11 (0.71%) Tomcat
12 10 (0.65%) IIS
13 7 (0.45%) JBoss
14 6 (0.39%) Drupal
14 6 (0.39%) Oracle Service Bus
14 6 (0.39%) Oracle Workflow
14 6 (0.39%) WebSphere
15 5 (0.32%) Oracle HTTP Server
15 5 (0.32%) PowerExchange
Applications
1 172 (11.11%) MS Excel
2 28 (1.81%) MS Office
3 26 (1.68%) SPSS
4 18 (1.16%) MS Visio
5 15 (0.97%) MS PowerPoint
6 7 (0.45%) Spreadsheet
7 5 (0.32%) Stata
8 3 (0.19%) Mathematica
9 2 (0.13%) CPLEX
10 1 (0.065%) EViews
10 1 (0.065%) MS Project
10 1 (0.065%) S-PLUS
Business Applications
1 28 (1.81%) SAP HR
2 27 (1.74%) SAP ERP
2 27 (1.74%) SAP MDM
3 21 (1.36%) SAP ECC
3 21 (1.36%) SAP hybris
4 15 (0.97%) Dynamics CRM
5 12 (0.78%) Oracle EBS
6 11 (0.71%) Cognos TM1
7 8 (0.52%) FastStats
7 8 (0.52%) Oracle CRM
8 7 (0.45%) Markit EDM
9 6 (0.39%) SAP CRM
10 5 (0.32%) Cognos Business Intelligence
11 3 (0.19%) OpenText MBPM
11 3 (0.19%) Oracle Applications
11 3 (0.19%) Oracle BPM
12 2 (0.13%) Adobe Campaign
12 2 (0.13%) Salesforce.com CRM
12 2 (0.13%) SAP Oil and Gas
13 1 (0.065%) Oracle Procure-to-Pay
Cloud Services
1 116 (7.49%) Amazon AWS
2 55 (3.55%) Microsoft Azure
3 19 (1.23%) Amazon S3
3 19 (1.23%) SaaS
4 17 (1.10%) Amazon EMR
4 17 (1.10%) GitHub
4 17 (1.10%) Google Cloud Platform
5 11 (0.71%) Force.com
5 11 (0.71%) iPaaS
6 10 (0.65%) Google Analytics
6 10 (0.65%) Oracle CX
7 9 (0.58%) Amazon EC2
8 8 (0.52%) Google Drive
9 5 (0.32%) Amazon Kinesis
10 4 (0.26%) Office 365
11 3 (0.19%) Cloud Computing
11 3 (0.19%) Heroku
11 3 (0.19%) PaaS
12 2 (0.13%) AWS Lambda
12 2 (0.13%) Azure Machine Learning
Communications & Networking
1 58 (3.75%) Internet
2 13 (0.84%) HTTP
3 11 (0.71%) Intranet
4 9 (0.58%) LDAP
5 8 (0.52%) Kerberos
5 8 (0.52%) Skype
6 7 (0.45%) Firewall
7 6 (0.39%) Multicast
7 6 (0.39%) TCP/IP
8 4 (0.26%) FTP
8 4 (0.26%) HTTPS
9 3 (0.19%) SAN
10 2 (0.13%) Ethernet
10 2 (0.13%) MPLS
11 1 (0.065%) DHCP
11 1 (0.065%) DNS
11 1 (0.065%) LAN
11 1 (0.065%) SNMP
11 1 (0.065%) VoIP
11 1 (0.065%) WAN
Database & Business Intelligence
1 552 (35.66%) Data Warehouse
2 329 (21.25%) SQL Server
3 227 (14.66%) Big Data
4 222 (14.34%) SQL Server Integration Services
5 188 (12.14%) Hadoop
6 179 (11.56%) SQL Server Reporting Services
7 153 (9.88%) Relational Database
8 131 (8.46%) QlikView
9 119 (7.69%) SQL Server Analysis Services
10 100 (6.46%) NoSQL
11 95 (6.14%) Power BI
12 90 (5.81%) Apache Hive
13 89 (5.75%) BusinessObjects
14 76 (4.91%) Amazon Redshift
15 69 (4.46%) Oracle Database
16 63 (4.07%) MySQL
17 58 (3.75%) SQL Server 2012
18 56 (3.62%) Data Mart
18 56 (3.62%) RDBMS
19 55 (3.55%) HBase
Development Applications
1 87 (5.62%) JIRA
2 52 (3.36%) ERwin
3 47 (3.04%) Talend Open Studio
4 40 (2.58%) Git (software)
5 23 (1.49%) Visual Studio
6 16 (1.03%) Sonatype Nexus
7 15 (0.97%) Jenkins
7 15 (0.97%) Toad
8 14 (0.90%) Subversion
8 14 (0.90%) TeamCity
9 11 (0.71%) Team Foundation Server
10 8 (0.52%) Eclipse
11 7 (0.45%) FishEye
11 7 (0.45%) Liquibase
12 6 (0.39%) Gradle
12 6 (0.39%) WiX
12 6 (0.39%) XMLSpy
13 5 (0.32%) LoadRunner
13 5 (0.32%) Phabricator
14 4 (0.26%) Maven
General
1 617 (39.86%) Finance
2 175 (11.30%) Banking
3 169 (10.92%) Retail
4 83 (5.36%) Legal
5 75 (4.84%) Marketing
6 69 (4.46%) Investment Banking
7 61 (3.94%) Law
8 40 (2.58%) Financial Institution
8 40 (2.58%) Front Office
9 38 (2.45%) Games
9 38 (2.45%) Publishing
10 22 (1.42%) Telecoms
11 21 (1.36%) Prime Brokerage
12 13 (0.84%) Back Office
13 10 (0.65%) Advertising
14 9 (0.58%) Pharmaceutical
15 8 (0.52%) Retail Banking
16 7 (0.45%) Music Industry
17 6 (0.39%) Automotive
18 5 (0.32%) Online Betting
Job Titles
1 430 (27.78%) Developer
2 395 (25.52%) Architect
3 376 (24.29%) Analyst
4 258 (16.67%) Data Architect
5 185 (11.95%) Business Analyst
6 104 (6.72%) Data Analyst
6 104 (6.72%) SQL Developer
7 92 (5.94%) Business Intelligence Developer
8 73 (4.72%) Consultant
9 69 (4.46%) Solutions Architect
10 62 (4.01%) Senior Developer
11 54 (3.49%) Big Data Architect
12 53 (3.42%) Business Intelligence Analyst
12 53 (3.42%) Data Engineer
13 46 (2.97%) Business Systems Analyst
14 44 (2.84%) Data Modeller
14 44 (2.84%) Senior Analyst
15 43 (2.78%) SSIS Developer
16 40 (2.58%) ETL Developer
16 40 (2.58%) SQL Analyst
Libraries, Frameworks & Software Standards
1 155 (10.01%) .NET
2 114 (7.36%) HTML
2 114 (7.36%) XML
3 99 (6.40%) Web Services
4 66 (4.26%) CSS
5 65 (4.20%) .NET Framework
5 65 (4.20%) REST
6 53 (3.42%) HTML5
7 45 (2.91%) SOAP
8 40 (2.58%) AngularJS
9 37 (2.39%) MDX
10 35 (2.26%) ASP.NET
10 35 (2.26%) Middleware
11 32 (2.07%) RESTful
12 31 (2.00%) JMS
13 30 (1.94%) Spring
14 27 (1.74%) JSON
15 25 (1.61%) React
16 24 (1.55%) Node.js
17 22 (1.42%) jQuery
Miscellaneous
1 362 (23.39%) Analytical Skills
2 148 (9.56%) Data Integration
3 117 (7.56%) Visualisation
4 113 (7.30%) Management Information System
5 97 (6.27%) Computer Science
5 97 (6.27%) Data Structures
6 51 (3.29%) Statistics
7 45 (2.91%) Enterprise Software
8 44 (2.84%) Reference Data
9 40 (2.58%) Fintech
9 40 (2.58%) Mathematics
10 30 (1.94%) Replication
11 29 (1.87%) Credit Risk
11 29 (1.87%) Economics
12 25 (1.61%) Derivative
13 24 (1.55%) Algorithms
14 22 (1.42%) Market Risk
15 21 (1.36%) Fixed Income
16 20 (1.29%) User Experience
17 19 (1.23%) PMI
Operating Systems
1 89 (5.75%) Linux
2 71 (4.59%) Unix
3 40 (2.58%) Windows
4 11 (0.71%) Android
4 11 (0.71%) Apple iOS
5 7 (0.45%) Ubuntu
6 6 (0.39%) Windows Server 2008
6 6 (0.39%) Windows Server 2012
7 5 (0.32%) Debian
8 4 (0.26%) Windows XP
9 3 (0.19%) Red Hat Enterprise Linux
10 2 (0.13%) Solaris
11 1 (0.065%) CentOS
11 1 (0.065%) Windows 2000
11 1 (0.065%) Windows 8
11 1 (0.065%) Windows Server
11 1 (0.065%) Windows Vista
Processes & Methodologies
1 591 (38.18%) Business Intelligence
2 480 (31.01%) ETL
3 387 (25.00%) Agile Software Development
4 293 (18.93%) Analytics
5 243 (15.70%) Data Architecture
6 202 (13.05%) Data Management
7 178 (11.50%) Business Analysis
8 162 (10.47%) Data Analysis
9 160 (10.34%) SDLC
10 143 (9.24%) Logical Data Model
11 139 (8.98%) SOA
12 133 (8.59%) OO
13 130 (8.40%) UML
14 125 (8.07%) Data Governance
15 118 (7.62%) CRM
16 106 (6.85%) Migration
17 100 (6.46%) E-Commerce
18 98 (6.33%) Data Analytics
19 96 (6.20%) Stakeholder Management
20 90 (5.81%) TOGAF
Programming Languages
1 751 (48.51%) SQL
2 307 (19.83%) Java
3 155 (10.01%) T-SQL
4 151 (9.75%) Python
5 137 (8.85%) C#
6 127 (8.20%) JavaScript
7 87 (5.62%) PL/SQL
8 82 (5.30%) Scala
9 60 (3.88%) VBA
10 50 (3.23%) R
11 48 (3.10%) C++
12 42 (2.71%) Perl
13 34 (2.20%) Shell Script
14 28 (1.81%) C
15 27 (1.74%) TypeScript
16 26 (1.68%) Data Analysis Expressions (DAX)
17 23 (1.49%) PHP
18 14 (0.90%) Clojure
19 12 (0.78%) Apex Code
19 12 (0.78%) PowerShell
Qualifications
1 240 (15.50%) Degree
2 53 (3.42%) ISEB
3 26 (1.68%) Security Cleared
4 25 (1.61%) PhD
5 19 (1.23%) PMI Certification
6 15 (0.97%) ITIL Foundation Certificate
7 14 (0.90%) Microsoft Certification
8 13 (0.84%) Oracle Certification
9 9 (0.58%) MCITP
9 9 (0.58%) OCP
10 8 (0.52%) MCP
10 8 (0.52%) MCTS
11 7 (0.45%) CEH
11 7 (0.45%) CISA
11 7 (0.45%) CISM
11 7 (0.45%) CISSP
11 7 (0.45%) IIBA
11 7 (0.45%) Postgraduate
11 7 (0.45%) PRINCE2 Certification
12 6 (0.39%) MBA
Quality Assurance & Compliance
1 181 (11.69%) Data Quality
2 61 (3.94%) QA
3 15 (0.97%) SLA
4 13 (0.84%) MiFID
5 10 (0.65%) CRD IV
6 7 (0.45%) Solvency II
7 3 (0.19%) Basel III
7 3 (0.19%) Dodd-Frank
8 2 (0.13%) HL7
8 2 (0.13%) IAS 39
8 2 (0.13%) ISO20022
9 1 (0.065%) Actionable Recommendations
9 1 (0.065%) EMIR
9 1 (0.065%) FATCA
9 1 (0.065%) JSP 440
9 1 (0.065%) UCITS
System Software
1 28 (1.81%) HDFS
2 13 (0.84%) Apache Flume
2 13 (0.84%) Docker
3 11 (0.71%) Active Directory
4 6 (0.39%) Virtual Machines
5 2 (0.13%) GridGain
5 2 (0.13%) Oracle RAC
5 2 (0.13%) VMware Infrastructure
6 1 (0.065%) Btrfs
6 1 (0.065%) Firmware
6 1 (0.065%) Gluster
6 1 (0.065%) GPFS
6 1 (0.065%) Varnish
6 1 (0.065%) VMware ESX
Systems Management
1 19 (1.23%) Oozie
2 17 (1.10%) Ansible
3 15 (0.97%) Control-M
4 14 (0.90%) Hadoop YARN
5 13 (0.84%) Opscode Chef
6 12 (0.78%) Puppet
7 9 (0.58%) Failover Clustering
8 5 (0.32%) Oracle EDQ
8 5 (0.32%) Oracle Enterprise Manager
9 3 (0.19%) Kubernetes
10 2 (0.13%) Grafana
10 2 (0.13%) Netcool
11 1 (0.065%) Data Guard
11 1 (0.065%) Dokku
11 1 (0.065%) Enterprise Manager Cloud Control
11 1 (0.065%) MIMEsweeper
11 1 (0.065%) Oracle RMAN
Vendors
1 309 (19.96%) Microsoft
2 292 (18.86%) Oracle
3 165 (10.66%) Tableau
4 122 (7.88%) Informatica
5 100 (6.46%) SAP
6 59 (3.81%) Salesforce.com
7 57 (3.68%) Cognos
8 47 (3.04%) Talend
9 45 (2.91%) IBM
10 44 (2.84%) Teradata
11 42 (2.71%) Netezza
12 35 (2.26%) Google
13 25 (1.61%) hybris
14 22 (1.42%) EXASOL
15 21 (1.36%) MicroStrategy
16 20 (1.29%) Cognizant
16 20 (1.29%) Vertica
17 18 (1.16%) Sybase
18 16 (1.03%) Murex
19 14 (0.90%) webMethods
City, London
ANSON MCCADE
Salary: £85,000 - £95,000
Posted: 19 hours ago
Central London / West End
Data Idols
Salary: From £65,000 to £75,000 per annum
Posted: 16 hours ago
London
Lawrence Harvey Enterprise
Salary: £80000.00 - £100000.00 per annum + bonus + benefits
Posted: 19 hours ago
Kingston Upon Thames, Surrey
Client Server
Salary: £35k to £40k + benefits
Posted: 14 hours ago
City, London
ANSON MCCADE
Salary: £95’000 - £105’000
Posted: 19 hours ago
City, London
Nice Systems Uk Ltd
Salary: Excellent Salary + Bonus & Benefits
Posted: 17 hours ago
East London
Digitech Resourcing Ltd
Salary: From £65,000 to £75,000 per annum
Posted: 15 hours ago
London
Square One Resources
Salary: From £60,000 to £70,000 per annum + Bonus/Benefits
Posted: 13 hours ago
London
Informatiq Consulting
Salary: £60000 - £80000 per annum + car allowance, pension
Posted: 2 days ago
London
McGregor Boyall
Salary: £500 - £525 per day
Posted: Yesterday
London
Coal IT Services
Salary: From £70,000 to £82,000 per annum + Bonus + Excellent Benefits
Posted: 11 hours ago
London
onezeero.
Salary: £70000 - £82000 per annum + bonus + package
Posted: 18 hours ago
London
Optima Connections
Salary: From £65,000 to £80,000 per annum + Bonus + Benefits
Posted: 14 hours ago
Central London / West End
Initi8 Recruitment
Salary: £65000 - £80000 Per Annum Plus bens and 15% bonus
Posted: 2 days ago
City, London
E-synergy Solutions
Salary: £60000 - £80000 per annum + benefits
Posted: Yesterday
West London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £60000 Per Annum Plus excellent benefits
Posted: 3 days ago
London
AdRoc Group
Salary: £50000 - £60000 per day
Posted: Yesterday
London
ReThink Recruitment
Salary: £70000.00 - £80000.00 per annum + Excellent Bens
Posted: 5 days ago
London
Movement8
Salary: From £45,000 to £60,000 per annum
Posted: 6 days ago
London
Information Technology Services
Salary: £60k - 75k per year + Benefits
Posted: 2 days ago
City, London
Hays Finance Technology
Salary: £80000.00 - £90000.00 per annum + a generous bonus
Posted: 2 days ago
South West London
World First
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £75,000 - £95,000
Posted: 6 days ago
London
Optima Connections
Salary: Up to £70,000 per annum + Bonus + Benefits
Posted: 2 days ago
Barnet, Hertfordshire
Harrington Starr
Salary: £30000 - £40000 per annum
Posted: 6 days ago
North London
The Bridge Ltd
Salary: From £45,000 to £63,000 per annum Annual Bonus, Pension, Healthcare, S
Posted: 5 days ago
London
HFG
Salary: £65000 - £70000 per annum
Posted: Yesterday
South West London
MI5
Salary: From £58,636 to £58,636 per annum
Posted: 2 days ago
London
Redrock Consulting Ltd
Salary: £35000 - £40000 per annum
Posted: 2 days ago
London
Digitech Resourcing Ltd
Salary: From £60,000 to £85,000 per annum
Posted: 6 days ago