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 24 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 143 125 107
Rank change year-on-year
-18 -18
Permanent jobs citing Data Modelling 125 214 337
As % of all permanent IT jobs located in the City of London 1.90% 2.15% 2.63%
As % of the Processes & Methodologies category 2.11% 2.44% 3.07%
Number of salaries quoted 113 179 270
Median salary £57,500 £62,500 £60,000
Median salary % change year-on-year
-8.00% +4.16%
90% offered a salary of more than £47,500 £45,000 £45,000
10% offered a salary of more than £78,300 £82,500 £85,000
UK excluding London median salary £47,500 £45,000 £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
5915 8757 10977
As % of all permanent IT jobs located in the City of London 90.09% 87.81% 85.76%
Number of salaries quoted 5403 7419 9188
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 £38,695 £37,500
10% offered a salary of more than £85,000 £80,000 £80,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 24 May 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 24 May 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.

1 168 (53.16%) SQL
2 145 (45.89%) Finance
3 127 (40.19%) Business Intelligence
4 109 (34.49%) SQL Server
5 107 (33.86%) Data Warehouse
6 94 (29.75%) ETL
7 87 (27.53%) Microsoft
8 84 (26.58%) Agile Software Development
9 82 (25.95%) Data Management
10 81 (25.63%) Analytical Skills
11 79 (25.00%) SQL Server Reporting Services
11 79 (25.00%) SQL Server Integration Services
12 67 (21.20%) MS Excel
13 61 (19.30%) Data Quality
14 59 (18.67%) Data Architecture
15 57 (18.04%) Oracle
16 55 (17.41%) Data Analysis
17 54 (17.09%) Analytics
18 48 (15.19%) SQL Server Analysis Services
19 46 (14.56%) Degree
20 44 (13.92%) C#
21 42 (13.29%) Data Integration
22 40 (12.66%) .NET
23 38 (12.03%) T-SQL
24 37 (11.71%) Banking
25 35 (11.08%) Relational Database
26 34 (10.76%) Migration
27 33 (10.44%) SOA
27 33 (10.44%) SDLC
28 32 (10.13%) Java

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 15 (4.75%) SAS
2 7 (2.22%) MS Exchange
3 6 (1.90%) SharePoint
4 5 (1.58%) Apache
4 5 (1.58%) FileNet
5 4 (1.27%) Apache Spark
5 4 (1.27%) IIS
6 2 (0.63%) CMS
6 2 (0.63%) Node.js
7 1 (0.32%) Apache Solr
7 1 (0.32%) BizTalk Server
7 1 (0.32%) Moodle
Applications
1 67 (21.20%) MS Excel
2 11 (3.48%) MS Visio
3 7 (2.22%) MS Office
4 3 (0.95%) MS PowerPoint
5 2 (0.63%) SPSS
6 1 (0.32%) MS Project
Business Applications
1 5 (1.58%) Markit EDM
2 3 (0.95%) Adobe Campaign
2 3 (0.95%) Dynamics AX
2 3 (0.95%) PeopleSoft HCM
3 2 (0.63%) Oracle EBS
4 1 (0.32%) Cognos TM1
4 1 (0.32%) thinkFolio
Cloud Services
1 16 (5.06%) Microsoft Azure
2 12 (3.80%) Amazon AWS
3 4 (1.27%) Cloud Computing
4 3 (0.95%) Amazon EMR
4 3 (0.95%) SaaS
5 1 (0.32%) Amazon Kinesis
5 1 (0.32%) Amazon S3
5 1 (0.32%) AWS Lambda
5 1 (0.32%) GitHub
Communications & Networking
1 6 (1.90%) SAN
2 4 (1.27%) LAN
2 4 (1.27%) WAN
3 3 (0.95%) Multicast
3 3 (0.95%) TCP/IP
4 1 (0.32%) HTTP
4 1 (0.32%) HTTPS
4 1 (0.32%) Remote Desktop
4 1 (0.32%) SSH
Database & Business Intelligence
1 109 (34.49%) SQL Server
2 107 (33.86%) Data Warehouse
3 79 (25.00%) SQL Server Integration Services
3 79 (25.00%) SQL Server Reporting Services
4 48 (15.19%) SQL Server Analysis Services
5 35 (11.08%) Relational Database
6 30 (9.49%) OLAP
7 29 (9.18%) Data Mart
8 24 (7.59%) SQL Server 2008
9 23 (7.28%) QlikView
10 22 (6.96%) SQL Server 2012
11 21 (6.65%) Data Mining
12 19 (6.01%) BusinessObjects
13 15 (4.75%) OLTP
14 14 (4.43%) Big Data
14 14 (4.43%) Oracle Database
15 13 (4.11%) Hadoop
15 13 (4.11%) Siebel EIM
16 12 (3.80%) Amazon Redshift
17 11 (3.48%) RDBMS
Development Applications
1 7 (2.22%) Talend Open Studio
2 6 (1.90%) Eclipse
2 6 (1.90%) Team Foundation Server
3 5 (1.58%) SQL Server Management Studio (SSMS)
4 4 (1.27%) JIRA
5 2 (0.63%) Git (software)
6 1 (0.32%) Ant
6 1 (0.32%) Appcelerator Titanium
6 1 (0.32%) Atlassian Bamboo
6 1 (0.32%) ERwin
6 1 (0.32%) Jenkins
6 1 (0.32%) Subversion
6 1 (0.32%) Toad
6 1 (0.32%) Xcode
General
1 145 (45.89%) Finance
2 37 (11.71%) Banking
3 23 (7.28%) Retail
4 21 (6.65%) Marketing
5 18 (5.70%) Back Office
6 15 (4.75%) Legal
7 11 (3.48%) Front Office
8 9 (2.85%) Investment Banking
9 8 (2.53%) Financial Institution
10 4 (1.27%) Publishing
10 4 (1.27%) Telecoms
11 3 (0.95%) Law
12 2 (0.63%) Advertising
13 1 (0.32%) Automotive
13 1 (0.32%) Billing
13 1 (0.32%) Manufacturing
13 1 (0.32%) Multimedia
Job Titles
1 93 (29.43%) Analyst
2 92 (29.11%) Developer
3 52 (16.46%) Architect
4 42 (13.29%) Business Analyst
5 38 (12.03%) Senior Developer
6 30 (9.49%) Data Architect
7 26 (8.23%) Data Analyst
8 24 (7.59%) SQL Developer
9 21 (6.65%) DBA
9 21 (6.65%) SQL DBA
9 21 (6.65%) SSIS Developer
10 19 (6.01%) SSAS Developer
11 18 (5.70%) Enterprise Architect
11 18 (5.70%) SSRS Developer
11 18 (5.70%) Technical Analyst
12 17 (5.38%) Analyst Developer
12 17 (5.38%) Developer Analyst
13 16 (5.06%) Business Intelligence Developer
13 16 (5.06%) SQL Analyst
14 14 (4.43%) Database Developer
Libraries, Frameworks & Software Standards
1 40 (12.66%) .NET
2 26 (8.23%) MDX
3 19 (6.01%) XML
4 13 (4.11%) HTML
5 12 (3.80%) CSS
6 9 (2.85%) Web Services
7 6 (1.90%) .NET Framework
7 6 (1.90%) Oracle GoldenGate
8 5 (1.58%) ASP.NET
9 4 (1.27%) Akka
9 4 (1.27%) Apache Camel
9 4 (1.27%) RESTful
10 3 (0.95%) HTML5
10 3 (0.95%) XML Schema
10 3 (0.95%) XSD
11 2 (0.63%) Hibernate
11 2 (0.63%) Middleware
11 2 (0.63%) ODBC
11 2 (0.63%) SOAP
11 2 (0.63%) Struts
Miscellaneous
1 81 (25.63%) Analytical Skills
2 42 (13.29%) Data Integration
3 28 (8.86%) Derivative
4 27 (8.54%) Computer Science
5 24 (7.59%) Management Information System
6 21 (6.65%) Visualisation
7 19 (6.01%) Data Structures
7 19 (6.01%) Equities
8 18 (5.70%) Replication
9 12 (3.80%) Fixed Income
10 11 (3.48%) Mathematics
11 10 (3.16%) Reinsurance
12 6 (1.90%) Fintech
13 5 (1.58%) Economics
13 5 (1.58%) Reference Data
14 4 (1.27%) Data Centre
15 3 (0.95%) Equity Derivative
15 3 (0.95%) Informatics
15 3 (0.95%) Statistics
15 3 (0.95%) User Experience
Operating Systems
1 18 (5.70%) Windows
2 11 (3.48%) Linux
3 7 (2.22%) Unix
4 5 (1.58%) Red Hat Enterprise Linux
5 1 (0.32%) Apple iOS
5 1 (0.32%) CentOS
5 1 (0.32%) Windows 7
Processes & Methodologies
1 127 (40.19%) Business Intelligence
2 94 (29.75%) ETL
3 84 (26.58%) Agile Software Development
4 82 (25.95%) Data Management
5 59 (18.67%) Data Architecture
6 55 (17.41%) Data Analysis
7 54 (17.09%) Analytics
8 34 (10.76%) Migration
9 33 (10.44%) SDLC
9 33 (10.44%) SOA
10 30 (9.49%) Data Transformation
11 28 (8.86%) Project Management
12 26 (8.23%) Data Governance
13 25 (7.91%) Logical Data Model
13 25 (7.91%) Performance Tuning
14 23 (7.28%) Business Analysis
15 22 (6.96%) Master Data Management
16 21 (6.65%) Software Engineering
17 20 (6.33%) E-Commerce
17 20 (6.33%) Physical Data Model
Programming Languages
1 168 (53.16%) SQL
2 44 (13.92%) C#
3 38 (12.03%) T-SQL
4 32 (10.13%) Java
5 22 (6.96%) Python
6 20 (6.33%) PL/SQL
7 17 (5.38%) VBA
8 11 (3.48%) VB
9 9 (2.85%) C
9 9 (2.85%) VB6
10 7 (2.22%) JavaScript
10 7 (2.22%) Shell Script
11 5 (1.58%) PHP
12 4 (1.27%) C++
12 4 (1.27%) Data Analysis Expressions (DAX)
12 4 (1.27%) R
13 2 (0.63%) SAS Macro
14 1 (0.32%) Groovy
14 1 (0.32%) PowerShell
14 1 (0.32%) Ruby
Qualifications
1 46 (14.56%) Degree
2 13 (4.11%) MCITP
2 13 (4.11%) Microsoft Certification
3 10 (3.16%) ISEB
4 8 (2.53%) SAS Certification
5 7 (2.22%) IIBA
6 4 (1.27%) PhD
7 3 (0.95%) MBA
Quality Assurance & Compliance
1 61 (19.30%) Data Quality
2 23 (7.28%) QA
3 2 (0.63%) Dodd-Frank
3 2 (0.63%) EMIR
3 2 (0.63%) Solvency II
4 1 (0.32%) GAAP
4 1 (0.32%) SLA
System Software
1 8 (2.53%) Active Directory
2 6 (1.90%) Oracle RAC
3 4 (1.27%) HDFS
Systems Management
1 6 (1.90%) Data Guard
2 4 (1.27%) ITRS Geneos
2 4 (1.27%) Netcool
2 4 (1.27%) Oracle Enterprise Manager
3 2 (0.63%) Oracle RMAN
4 1 (0.32%) EMC NetWorker
Vendors
1 87 (27.53%) Microsoft
2 57 (18.04%) Oracle
3 20 (6.33%) Informatica
3 20 (6.33%) Tableau
4 13 (4.11%) Siebel
5 10 (3.16%) IBM
6 8 (2.53%) Teradata
7 7 (2.22%) Talend
8 6 (1.90%) Ab Initio
8 6 (1.90%) SAP
9 5 (1.58%) Sybase
10 4 (1.27%) Alteryx
10 4 (1.27%) Cognos
10 4 (1.27%) DataFlux
10 4 (1.27%) MicroStrategy
11 3 (0.95%) Adobe
11 3 (0.95%) Cloudera
11 3 (0.95%) Netezza
11 3 (0.95%) PeopleSoft
11 3 (0.95%) Trillium
City, London
ANSON MCCADE
Salary: Circa £40,000- £58,000+ an EXCELLENT package
Posted: 2 hours ago
City, London
Premier IT
Posted: 3 hours ago
City, London
ANSON MCCADE
Salary: £55,000 - £60,000 plus benefits
Posted: 3 hours ago
City, London
Searchability
Salary: £45000 - £55000 per annum + benefits
Posted: 4 hours ago
City, London
Lawrence Harvey Enterprise
Salary: £70000.00 - £85000.00 per annum + 5% Bonus+ Benefits + Home based
Posted: 5 hours ago
City, London
Pesaro
Salary: From £30,000 to £40,000 per annum Flex Benefits Package
Posted: 9 hours ago
City, London
Client Server
Salary: £60k to £70k + bonus + benefits
Posted: 9 hours ago
City, London
Executive Recruitment Services (ERS)
Posted: 11 hours ago
City of London
Churchill Frank International
Salary: £45000 - £50000 per annum + package negotiable
Posted: 17 hours ago
City, London
Opus Resourcing Ltd
Salary: £65000 - £70000 per annum + 15%
Posted: Yesterday
City, London
Asset Resourcing Ltd
Salary: £40000 - £56000 per annum + + benefits
Posted: Yesterday
City, London
Eames Consulting
Salary: £70000 - £75000 per annum + Excellent Benefits
Posted: Yesterday
City, London
Harvey Nash plc
Salary: £60000 - £80000 per annum + package
Posted: 4 days ago
City, London
Streamline Connections
Salary: £55000 - £60000.00 per annum + Benefits
Posted: 4 days ago
City, London
Twenty Recruitment Group
Salary: From £100,000 to £130,000 per annum
Posted: 4 days ago
City, London
onezeero.
Salary: £50000 - £55000 per annum + Bonus + Benefits
Posted: 4 days ago
City of London
TDA Group
Salary: £80000 per annum + excellent bonus and benefits
Posted: 4 days ago
City of London
TDA Group
Salary: £85000 per annum + excellent bonus and benefits
Posted: 4 days ago
City, London
Harvey Nash plc
Salary: £60000 - £80000 per annum
Posted: 5 days ago
City of London
Churchill Frank International
Salary: £40000 - £50000 per annum + package negotiable
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £50k - 130k + benefits + bonus plus attractive benefits
Posted: 6 days ago
City, London
Informatiq Consulting
Salary: £28000 - £45000 per annum + Bens
Posted: 6 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £65000 - £95000 per annum + excellent benefits
Posted: 8 days ago
City of London
Churchill Frank International
Posted: 8 days ago
London City or Watford
Quant Capital
Salary: £60,000 - £75,000 per year
Posted: 14 days ago
City of London
Venturi
Salary: £65000.00 - £75000.00 per annum + Bonus & Benifits
Posted: 14 days ago
City, London
Schroders plc
Posted: 18 days ago
City of London
Hays London City Cheapside
Salary: £40000.00 - £50000.00 per annum
Posted: 20 days ago
City of London
iKas International
Salary: Negotiable
Posted: 25 days ago