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

3 months to
26 May 2016
Same period 2015 Same period 2014
Reference Data
Rank 550 528 508
Rank change year-on-year
-22 -20
Permanent jobs citing Reference Data 93 140 177
As % of all permanent IT jobs located in London 0.23% 0.32% 0.36%
As % of the Miscellaneous category 0.50% 0.70% 0.77%
Number of salaries quoted 74 96 129
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 £44,000 £35,000 £50,000
10% offered a salary of more than £88,500 £82,500 £96,000
UK excluding London median salary £57,500 £52,500 £70,000
% change year-on-year
+9.52% -25.00%
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
18722 19861 22857
As % of all permanent IT jobs located in London 46.33% 45.63% 46.90%
Number of salaries quoted 15890 16173 18723
Median salary £57,500 £55,000 £55,000
Median salary % change year-on-year
+4.54% -
90% offered a salary of more than £35,000 £32,500 £32,500
10% offered a salary of more than £85,000 £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 26 May 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 26 May 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 +23 11 £67,500 +28.57% 4
Sidcup - 1 £50,000 -
Uxbridge - 1 - -
Reference Data
England

Reference Data
Top 30 Related IT Skills in London

For the 6 months to 26 May 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.

1 109 (68.99%) Finance
2 78 (49.37%) SQL
3 57 (36.08%) Data Management
4 46 (29.11%) Asset Management
5 45 (28.48%) Banking
6 44 (27.85%) Front Office
7 42 (26.58%) Agile Software Development
7 42 (26.58%) Data Analysis
8 37 (23.42%) Data Governance
9 36 (22.78%) Data Quality
9 36 (22.78%) Fixed Income
10 33 (20.89%) Data Warehouse
11 31 (19.62%) Investment Banking
12 29 (18.35%) SQL Server
13 25 (15.82%) Analytical Skills
14 24 (15.19%) Data Modelling
15 23 (14.56%) Back Office
15 23 (14.56%) Derivative
16 22 (13.92%) Fund Management
16 22 (13.92%) Bloomberg
16 22 (13.92%) Project Management
17 21 (13.29%) Equities
18 20 (12.66%) Management Information System
18 20 (12.66%) SDLC
18 20 (12.66%) Analytics
19 17 (10.76%) Retail
20 16 (10.13%) User Acceptance Testing
20 16 (10.13%) Unix
21 15 (9.49%) Business Analysis
21 15 (9.49%) Portfolio Management

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 4 (2.53%) CMS
2 2 (1.27%) Apache
2 2 (1.27%) Node.js
3 1 (0.63%) Apache Pig
3 1 (0.63%) Apache Spark
3 1 (0.63%) JBoss
3 1 (0.63%) WebLogic
3 1 (0.63%) WebSphere
3 1 (0.63%) WebSphere Application Server
Applications
1 8 (5.06%) MS Excel
2 7 (4.43%) MS Office
3 6 (3.80%) MS Visio
4 4 (2.53%) MS PowerPoint
Business Applications
1 7 (4.43%) Markit EDM
2 5 (3.16%) Eagle PACE
3 3 (1.90%) CSG Singleview
4 1 (0.63%) Dynamics CRM
4 1 (0.63%) SAP Oil and Gas
4 1 (0.63%) SunGard APT
Cloud Services
1 4 (2.53%) GitHub
2 2 (1.27%) Microsoft Azure
3 1 (0.63%) SaaS
Communications & Networking
1 9 (5.70%) TCP/IP
2 5 (3.16%) Multicast
3 4 (2.53%) Internet
3 4 (2.53%) X.509
Database & Business Intelligence
1 33 (20.89%) Data Warehouse
2 29 (18.35%) SQL Server
3 14 (8.86%) BusinessObjects
4 9 (5.70%) Big Data
5 8 (5.06%) Relational Database
6 7 (4.43%) Data Mining
7 6 (3.80%) NoSQL
8 4 (2.53%) SQL Server Integration Services
9 3 (1.90%) MongoDB
9 3 (1.90%) Qlik Sense
9 3 (1.90%) Redis
10 2 (1.27%) Crystal Reports
10 2 (1.27%) Hadoop
10 2 (1.27%) Oracle Reports
10 2 (1.27%) RavenDB
10 2 (1.27%) SQL Server 2014
10 2 (1.27%) SQL Server Analysis Services
10 2 (1.27%) SQL Server Reporting Services
11 1 (0.63%) DB2
11 1 (0.63%) OLTP
Development Applications
1 9 (5.70%) JIRA
2 6 (3.80%) NUnit
3 4 (2.53%) Jenkins
3 4 (2.53%) Phabricator
4 3 (1.90%) SQL Server Management Studio (SSMS)
4 3 (1.90%) TestNG
4 3 (1.90%) Toad
5 1 (0.63%) ERwin
5 1 (0.63%) Git (software)
5 1 (0.63%) JUnit
5 1 (0.63%) PowerDesigner
5 1 (0.63%) Subversion
General
1 109 (68.99%) Finance
2 45 (28.48%) Banking
3 44 (27.85%) Front Office
4 31 (19.62%) Investment Banking
5 23 (14.56%) Back Office
6 17 (10.76%) Retail
7 8 (5.06%) International Banking
8 7 (4.43%) Financial Institution
8 7 (4.43%) Legal
9 5 (3.16%) Billing
10 4 (2.53%) Law
10 4 (2.53%) Multimedia
10 4 (2.53%) Telecoms
11 1 (0.63%) Manufacturing
11 1 (0.63%) Marketing
Job Titles
1 78 (49.37%) Analyst
2 45 (28.48%) Data Analyst
3 42 (26.58%) Business Analyst
4 29 (18.35%) Developer
5 27 (17.09%) Data Business Analyst
6 19 (12.03%) Data Manager
7 17 (10.76%) Market Data Manager
8 14 (8.86%) Vendor Manager
9 12 (7.59%) Banking Analyst
10 11 (6.96%) Regulatory Business Analyst
11 9 (5.70%) Asset Management Analyst
11 9 (5.70%) Asset Management Business Analyst
11 9 (5.70%) Business Data Analyst
11 9 (5.70%) Java Developer
11 9 (5.70%) Reference Data Business Analyst
11 9 (5.70%) Report Analyst
11 9 (5.70%) Senior Analyst
12 8 (5.06%) Business IT Analyst
12 8 (5.06%) IT Business Analyst
12 8 (5.06%) Operations Analyst
Libraries, Frameworks & Software Standards
1 9 (5.70%) XML
2 7 (4.43%) .NET
2 7 (4.43%) Web Services
3 6 (3.80%) J2EE
4 5 (3.16%) AngularJS
5 4 (2.53%) FIX Protocol
5 4 (2.53%) Middleware
5 4 (2.53%) Spring
6 3 (1.90%) Hibernate
6 3 (1.90%) JDBC
6 3 (1.90%) JSON
6 3 (1.90%) MSMQ
6 3 (1.90%) RabbitMQ
7 2 (1.27%) .NET Framework
7 2 (1.27%) EJB
7 2 (1.27%) J2SE
7 2 (1.27%) JavaBeans
7 2 (1.27%) JMS
7 2 (1.27%) WSDL
8 1 (0.63%) WPF
Miscellaneous
1 36 (22.78%) Fixed Income
2 25 (15.82%) Analytical Skills
3 23 (14.56%) Derivative
4 21 (13.29%) Equities
5 20 (12.66%) Management Information System
6 10 (6.33%) OTC Derivatives
7 7 (4.43%) Algorithms
7 7 (4.43%) Data Structures
7 7 (4.43%) Equity Derivative
7 7 (4.43%) Hedge funds
7 7 (4.43%) Reinsurance
8 6 (3.80%) Foreign Exchange (FX)
8 6 (3.80%) Pricing Data
9 4 (2.53%) Credit Risk
9 4 (2.53%) Enterprise Software
9 4 (2.53%) PKI
10 3 (1.90%) Computer Science
10 3 (1.90%) Data Conversion
10 3 (1.90%) Fintech
10 3 (1.90%) Visualisation
Operating Systems
1 16 (10.13%) Unix
2 8 (5.06%) Linux
3 5 (3.16%) Windows
4 1 (0.63%) Solaris
4 1 (0.63%) Windows 2000
4 1 (0.63%) Windows XP
Processes & Methodologies
1 57 (36.08%) Data Management
2 46 (29.11%) Asset Management
3 42 (26.58%) Agile Software Development
3 42 (26.58%) Data Analysis
4 37 (23.42%) Data Governance
5 24 (15.19%) Data Modelling
6 22 (13.92%) Fund Management
6 22 (13.92%) Project Management
7 20 (12.66%) Analytics
7 20 (12.66%) SDLC
8 16 (10.13%) User Acceptance Testing
9 15 (9.49%) Business Analysis
9 15 (9.49%) Portfolio Management
10 12 (7.59%) Validation
11 11 (6.96%) Project Governance
11 11 (6.96%) Waterfall
11 11 (6.96%) Workflow
12 10 (6.33%) Business Intelligence
12 10 (6.33%) Investment Management
13 9 (5.70%) Multithreading
Programming Languages
1 78 (49.37%) SQL
2 14 (8.86%) Java
3 13 (8.23%) C#
3 13 (8.23%) PL/SQL
4 8 (5.06%) C++
4 8 (5.06%) JavaScript
4 8 (5.06%) Python
4 8 (5.06%) T-SQL
5 7 (4.43%) Perl
6 3 (1.90%) Haskell
6 3 (1.90%) Kotlin
6 3 (1.90%) Scala
6 3 (1.90%) Shell Script
6 3 (1.90%) VB
7 1 (0.63%) SPARQL
7 1 (0.63%) VB6
7 1 (0.63%) VBA
7 1 (0.63%) XPath
Qualifications
1 11 (6.96%) Degree
2 4 (2.53%) PMI Certification
3 3 (1.90%) PMP
3 3 (1.90%) PRINCE2 Certification
4 1 (0.63%) CISA
4 1 (0.63%) CISM
4 1 (0.63%) CISSP
4 1 (0.63%) CRISC
4 1 (0.63%) ECDL
Quality Assurance & Compliance
1 36 (22.78%) Data Quality
2 10 (6.33%) Dodd-Frank
2 10 (6.33%) EMIR
3 9 (5.70%) FATCA
3 9 (5.70%) QA
4 8 (5.06%) Basel III
5 6 (3.80%) COREP
5 6 (3.80%) CRD IV
5 6 (3.80%) FINREP
5 6 (3.80%) MiFID
Systems Management
1 2 (1.27%) ITRS Geneos
Vendors
1 22 (13.92%) Bloomberg
2 14 (8.86%) Oracle
3 8 (5.06%) Microsoft
4 7 (4.43%) Reuters
5 6 (3.80%) Charles River
6 5 (3.16%) Sybase
7 4 (2.53%) Coverity
7 4 (2.53%) GoldenSource
8 3 (1.90%) SAP
8 3 (1.90%) Tableau
9 2 (1.27%) Cognizant
9 2 (1.27%) Pega
10 1 (0.63%) BISAM
10 1 (0.63%) Cloudera
10 1 (0.63%) Hortonworks
10 1 (0.63%) MapR
10 1 (0.63%) RIMES
10 1 (0.63%) ServiceNow
10 1 (0.63%) SunGard
10 1 (0.63%) Teradata
City, London
Bloomberg LP
Posted: 16 hours ago
City, London
ANSON MCCADE
Salary: £40,000 - £60,000, plus a very attractive bonus
Posted: Yesterday
City, London
Quant Capital
Salary: Up to £75,000 per annum 7k Bonus Medical Pension
Posted: 2 days ago
City, London
Quant Capital
Salary: Up to £75,000 per annum 7k Bonus Medical Pension
Posted: 2 days ago
London
Hays Finance Technology
Salary: £60000.00 - £75000.00 per annum + bonus and benefits
Posted: 5 days ago
London
Hays London City Cheapside
Salary: £35000.00 - £55000.00 per annum + bonus and benefits
Posted: 20 days ago