The table below looks at the prevalence of the term Reference Data in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Reference Data over the 3 months to 25 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Reference Data
Rank 533 532 516
Rank change year-on-year
-1 -16
Permanent jobs citing Reference Data 95 138 190
As % of all permanent IT jobs located in London 0.24% 0.31% 0.38%
As % of the Miscellaneous category 0.52% 0.66% 0.81%
Number of salaries quoted 76 95 135
Median salary £67,500 £65,000 £70,000
Median salary % change year-on-year
+3.84% -7.14%
90% offered a salary of more than £46,250 £35,000 £50,000
10% offered a salary of more than £87,500 £90,000 £95,000
UK excluding London median salary £45,000 £45,000 £70,000
% change year-on-year
- -35.71%
Reference Data
England

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

Miscellaneous Category
London
Permanent IT job ads with a match in the
Miscellaneous category
18200 20784 23478
As % of all permanent IT jobs located in London 46.16% 46.51% 46.59%
Number of salaries quoted 15415 16944 19200
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 £35,000 £32,500 £34,000
10% offered a salary of more than £87,500 £82,500 £85,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Reference Data
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Reference Data as a proportion of all IT jobs with a match in the Miscellaneous category.

Reference Data Jobs Demand Trend in London

Reference Data
Salary Trend in London

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

Reference Data Salary Trend in London

Reference Data
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Reference Data across the London region over the 3 months to 25 June 2016.

Reference Data Salary Histogram in London

Reference Data
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Reference Data within the London region over the 3 months to 25 June 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 19 £65,000 +23.80% 8
Sidcup - 1 £50,000 -
Wimbledon - 1 - -
Reference Data
England

Reference Data
Top 30 Related IT Skills in London

For the 6 months to 25 June 2016, IT jobs citing Reference Data 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 Reference Data.

1 107 (65.24%) Finance
2 80 (48.78%) SQL
3 55 (33.54%) Data Management
4 50 (30.49%) Banking
5 45 (27.44%) Front Office
6 39 (23.78%) Fixed Income
6 39 (23.78%) Asset Management
7 38 (23.17%) Agile Software Development
8 37 (22.56%) Data Analysis
8 37 (22.56%) Data Governance
9 34 (20.73%) Data Quality
9 34 (20.73%) SQL Server
10 33 (20.12%) Data Warehouse
10 33 (20.12%) Investment Banking
11 28 (17.07%) Derivative
12 27 (16.46%) Data Modelling
12 27 (16.46%) Analytical Skills
13 26 (15.85%) Project Management
14 25 (15.24%) Bloomberg
15 23 (14.02%) Business Analysis
16 21 (12.80%) Equities
17 19 (11.59%) Retail
17 19 (11.59%) SDLC
18 18 (10.98%) Analytics
18 18 (10.98%) Back Office
19 17 (10.37%) Management Information System
20 16 (9.76%) Validation
20 16 (9.76%) Project Governance
21 15 (9.15%) Workflow
21 15 (9.15%) C#

Reference Data
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 3 (1.83%) CMS
2 2 (1.22%) Documentum
2 2 (1.22%) SharePoint
3 1 (0.61%) JBoss
3 1 (0.61%) WebLogic
3 1 (0.61%) WebSphere
3 1 (0.61%) WebSphere Application Server
Applications
1 9 (5.49%) MS Excel
2 8 (4.88%) MS Office
3 4 (2.44%) MS Visio
4 3 (1.83%) MS PowerPoint
Business Applications
1 8 (4.88%) Markit EDM
2 4 (2.44%) Eagle PACE
3 3 (1.83%) CSG Singleview
4 1 (0.61%) Dynamics CRM
4 1 (0.61%) SAP Oil and Gas
Cloud Services
1 3 (1.83%) GitHub
2 2 (1.22%) Microsoft Azure
3 1 (0.61%) SaaS
Communications & Networking
1 9 (5.49%) TCP/IP
2 6 (3.66%) Multicast
3 3 (1.83%) Internet
3 3 (1.83%) X.509
Database & Business Intelligence
1 34 (20.73%) SQL Server
2 33 (20.12%) Data Warehouse
3 8 (4.88%) Relational Database
4 7 (4.27%) Big Data
4 7 (4.27%) BusinessObjects
5 5 (3.05%) Data Mining
6 4 (2.44%) NoSQL
6 4 (2.44%) SQL Server Integration Services
7 3 (1.83%) Qlik Sense
7 3 (1.83%) Redis
8 2 (1.22%) Crystal Reports
8 2 (1.22%) EDRMS
8 2 (1.22%) MongoDB
8 2 (1.22%) Oracle Reports
8 2 (1.22%) RavenDB
8 2 (1.22%) SQL Server 2014
8 2 (1.22%) SQL Server Analysis Services
8 2 (1.22%) SQL Server Reporting Services
9 1 (0.61%) IDMS
9 1 (0.61%) QlikView
Development Applications
1 9 (5.49%) JIRA
2 6 (3.66%) NUnit
3 3 (1.83%) Jenkins
3 3 (1.83%) Phabricator
3 3 (1.83%) SQL Server Management Studio (SSMS)
3 3 (1.83%) TestNG
3 3 (1.83%) Toad
4 1 (0.61%) ERwin
4 1 (0.61%) Git (software)
4 1 (0.61%) JUnit
4 1 (0.61%) PowerDesigner
4 1 (0.61%) Subversion
General
1 107 (65.24%) Finance
2 50 (30.49%) Banking
3 45 (27.44%) Front Office
4 33 (20.12%) Investment Banking
5 19 (11.59%) Retail
6 18 (10.98%) Back Office
7 11 (6.71%) Financial Institution
8 8 (4.88%) International Banking
8 8 (4.88%) Legal
9 5 (3.05%) Billing
10 4 (2.44%) Telecoms
11 3 (1.83%) Law
11 3 (1.83%) Multimedia
12 1 (0.61%) Manufacturing
12 1 (0.61%) Publishing
Job Titles
1 81 (49.39%) Analyst
2 49 (29.88%) Business Analyst
3 44 (26.83%) Data Analyst
4 32 (19.51%) Data Business Analyst
4 32 (19.51%) Developer
5 20 (12.20%) Data Manager
6 19 (11.59%) Market Data Manager
7 15 (9.15%) Vendor Manager
8 13 (7.93%) Asset Management Business Analyst
9 12 (7.32%) Asset Management Analyst
9 12 (7.32%) Banking Analyst
9 12 (7.32%) Regulatory Business Analyst
10 10 (6.10%) Market Data Analyst
10 10 (6.10%) Project Manager
10 10 (6.10%) Report Analyst
10 10 (6.10%) Senior Analyst
11 9 (5.49%) Business IT Analyst
11 9 (5.49%) IT Analyst
11 9 (5.49%) IT Business Analyst
11 9 (5.49%) Java Developer
Libraries, Frameworks & Software Standards
1 7 (4.27%) .NET
1 7 (4.27%) XML
2 6 (3.66%) J2EE
2 6 (3.66%) Web Services
3 5 (3.05%) AngularJS
4 4 (2.44%) Spring
5 3 (1.83%) FIX Protocol
5 3 (1.83%) Hibernate
5 3 (1.83%) JDBC
5 3 (1.83%) JSON
5 3 (1.83%) Middleware
5 3 (1.83%) MSMQ
5 3 (1.83%) RabbitMQ
6 2 (1.22%) .NET Framework
6 2 (1.22%) EJB
6 2 (1.22%) J2SE
6 2 (1.22%) JavaBeans
6 2 (1.22%) JMS
6 2 (1.22%) Node.js
6 2 (1.22%) WSDL
Miscellaneous
1 39 (23.78%) Fixed Income
2 28 (17.07%) Derivative
3 27 (16.46%) Analytical Skills
4 21 (12.80%) Equities
5 17 (10.37%) Management Information System
6 10 (6.10%) Equity Derivative
7 9 (5.49%) OTC Derivatives
8 8 (4.88%) Foreign Exchange (FX)
9 7 (4.27%) Reinsurance
10 6 (3.66%) Algorithms
10 6 (3.66%) Data Structures
10 6 (3.66%) Pricing Data
11 5 (3.05%) Credit Risk
11 5 (3.05%) Hedge funds
12 4 (2.44%) Computer Science
13 3 (1.83%) Data Conversion
13 3 (1.83%) Data Integration
13 3 (1.83%) Enterprise Software
13 3 (1.83%) PKI
13 3 (1.83%) Visualisation
Operating Systems
1 15 (9.15%) Unix
2 7 (4.27%) Linux
3 4 (2.44%) Windows
4 1 (0.61%) Solaris
4 1 (0.61%) Windows 2000
4 1 (0.61%) Windows XP
Processes & Methodologies
1 55 (33.54%) Data Management
2 39 (23.78%) Asset Management
3 38 (23.17%) Agile Software Development
4 37 (22.56%) Data Analysis
4 37 (22.56%) Data Governance
5 27 (16.46%) Data Modelling
6 26 (15.85%) Project Management
7 23 (14.02%) Business Analysis
8 19 (11.59%) SDLC
9 18 (10.98%) Analytics
10 16 (9.76%) Project Governance
10 16 (9.76%) Validation
11 15 (9.15%) Fund Management
11 15 (9.15%) Workflow
12 14 (8.54%) Investment Management
13 13 (7.93%) Master Data Management
13 13 (7.93%) User Acceptance Testing
13 13 (7.93%) Waterfall
14 12 (7.32%) Data Validation
15 11 (6.71%) Business Intelligence
Programming Languages
1 80 (48.78%) SQL
2 15 (9.15%) C#
3 13 (7.93%) Java
4 12 (7.32%) PL/SQL
4 12 (7.32%) T-SQL
5 10 (6.10%) C++
5 10 (6.10%) Python
6 7 (4.27%) JavaScript
7 6 (3.66%) Perl
7 6 (3.66%) VB
8 4 (2.44%) VB6
8 4 (2.44%) VBA
9 3 (1.83%) Haskell
9 3 (1.83%) Kotlin
9 3 (1.83%) Scala
9 3 (1.83%) Shell Script
10 1 (0.61%) XPath
Qualifications
1 11 (6.71%) Degree
2 3 (1.83%) PMI Certification
2 3 (1.83%) PMP
2 3 (1.83%) PRINCE2 Certification
3 1 (0.61%) CISA
3 1 (0.61%) CISM
3 1 (0.61%) CISSP
3 1 (0.61%) CRISC
3 1 (0.61%) ECDL
Quality Assurance & Compliance
1 34 (20.73%) Data Quality
2 13 (7.93%) Dodd-Frank
2 13 (7.93%) EMIR
3 9 (5.49%) Basel III
3 9 (5.49%) FATCA
3 9 (5.49%) MiFID
4 8 (4.88%) QA
5 7 (4.27%) COREP
5 7 (4.27%) CRD IV
5 7 (4.27%) FINREP
6 2 (1.22%) SLA
System Software
1 1 (0.61%) Virtual Machines
Systems Management
1 2 (1.22%) ITRS Geneos
Vendors
1 25 (15.24%) Bloomberg
2 13 (7.93%) Oracle
3 12 (7.32%) Microsoft
4 11 (6.71%) Charles River
5 7 (4.27%) Reuters
6 5 (3.05%) Sybase
7 4 (2.44%) GoldenSource
8 3 (1.83%) Coverity
8 3 (1.83%) SAP
8 3 (1.83%) Tableau
9 2 (1.22%) Cognizant
9 2 (1.22%) OpenText
9 2 (1.22%) Pega
10 1 (0.61%) BISAM
10 1 (0.61%) ServiceNow
City, London
Harvey Nash plc
Salary: £38000 - £42000 per annum
Posted: 20 hours ago
City, London
Harrington Starr
Salary: £60000 - £70000 per annum + plus package and bonus
Posted: 2 hours ago
City, London
Harrington Starr
Salary: £85000 - £120000 per annum
Posted: 19 hours ago
City, London
Harrington Starr
Salary: £60000 - £70000 per annum + plus package and bonus
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £40,000 - £60,000, plus a very attractive bonus
Posted: 2 days ago
City of London
harringtonstarr
Salary: £100000 - £130000 per annum + plus large bonus
Posted: 7 days ago
City, London
Harrington Starr
Salary: £50000 - £65000 per annum + bonus + benefits
Posted: 2 days ago