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 23 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
23 Jul 2016
Same period 2015 Same period 2014
Reference Data
Rank 542 538 508
Rank change year-on-year
-4 -30
Permanent jobs citing Reference Data 89 140 176
As % of all permanent IT jobs located in London 0.23% 0.31% 0.37%
As % of the Miscellaneous category 0.49% 0.67% 0.79%
Number of salaries quoted 75 99 122
Median salary £70,000 £70,000 £70,000
90% offered a salary of more than £45,000 £45,000 £50,000
10% offered a salary of more than £81,500 £96,500 £100,000
UK excluding London median salary £45,000 £52,500 £70,000
% change year-on-year
-14.28% -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
18096 20952 22142
As % of all permanent IT jobs located in London 45.87% 47.01% 46.04%
Number of salaries quoted 15283 17048 18080
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 £34,500
10% offered a salary of more than £90,000 £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 23 July 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 23 July 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 +60 25 £67,500 +5.88% 9
Wimbledon - 1 - -
Reference Data
England

Reference Data
Top 30 Related IT Skills in London

For the 6 months to 23 July 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.

1 102 (62.20%) Finance
2 72 (43.90%) SQL
3 51 (31.10%) Banking
3 51 (31.10%) Data Management
4 40 (24.39%) Fixed Income
5 39 (23.78%) Front Office
6 37 (22.56%) SQL Server
7 35 (21.34%) Agile Software Development
8 34 (20.73%) Asset Management
9 33 (20.12%) Investment Banking
10 31 (18.90%) Derivative
10 31 (18.90%) Data Modelling
10 31 (18.90%) Data Governance
11 30 (18.29%) Data Quality
11 30 (18.29%) Data Analysis
12 29 (17.68%) Data Warehouse
13 28 (17.07%) Project Management
13 28 (17.07%) Analytical Skills
14 25 (15.24%) Business Analysis
15 23 (14.02%) Bloomberg
16 20 (12.20%) Equities
16 20 (12.20%) Investment Management
17 18 (10.98%) Retail
18 17 (10.37%) Validation
19 16 (9.76%) Project Governance
19 16 (9.76%) SDLC
19 16 (9.76%) Workflow
19 16 (9.76%) Charles River
19 16 (9.76%) Oracle
19 16 (9.76%) 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 2 (1.22%) Documentum
1 2 (1.22%) Jetty
1 2 (1.22%) SharePoint
2 1 (0.61%) Apache
2 1 (0.61%) Confluence
2 1 (0.61%) Elasticsearch
2 1 (0.61%) JBoss
2 1 (0.61%) WebLogic
2 1 (0.61%) WebSphere
2 1 (0.61%) WebSphere Application Server
Applications
1 12 (7.32%) MS Excel
2 9 (5.49%) MS Office
3 5 (3.05%) 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 2 (1.22%) Microsoft Azure
2 1 (0.61%) GitHub
2 1 (0.61%) SaaS
Communications & Networking
1 7 (4.27%) Multicast
1 7 (4.27%) TCP/IP
Database & Business Intelligence
1 37 (22.56%) SQL Server
2 29 (17.68%) Data Warehouse
3 8 (4.88%) Relational Database
4 5 (3.05%) NoSQL
5 4 (2.44%) SQL Server Integration Services
6 3 (1.83%) Big Data
6 3 (1.83%) BusinessObjects
6 3 (1.83%) Qlik Sense
6 3 (1.83%) Redis
7 2 (1.22%) Crystal Reports
7 2 (1.22%) EDRMS
7 2 (1.22%) MongoDB
7 2 (1.22%) Oracle Reports
7 2 (1.22%) RavenDB
7 2 (1.22%) SQL Server 2014
7 2 (1.22%) SQL Server Analysis Services
7 2 (1.22%) SQL Server Reporting Services
8 1 (0.61%) IDMS
8 1 (0.61%) MySQL
8 1 (0.61%) QlikView
Development Applications
1 7 (4.27%) JIRA
2 6 (3.66%) NUnit
3 4 (2.44%) ERwin
3 4 (2.44%) Subversion
4 3 (1.83%) SQL Server Management Studio (SSMS)
4 3 (1.83%) TestNG
4 3 (1.83%) Toad
5 1 (0.61%) Git (software)
5 1 (0.61%) Jenkins
5 1 (0.61%) JUnit
5 1 (0.61%) Maven
5 1 (0.61%) PowerDesigner
General
1 102 (62.20%) Finance
2 51 (31.10%) Banking
3 39 (23.78%) Front Office
4 33 (20.12%) Investment Banking
5 18 (10.98%) Retail
6 15 (9.15%) Back Office
7 12 (7.32%) Financial Institution
8 7 (4.27%) Legal
9 5 (3.05%) Billing
10 4 (2.44%) International Banking
10 4 (2.44%) Telecoms
11 1 (0.61%) Manufacturing
11 1 (0.61%) Marketing
11 1 (0.61%) Publishing
11 1 (0.61%) Retail Banking
Job Titles
1 81 (49.39%) Analyst
2 47 (28.66%) Business Analyst
3 42 (25.61%) Data Analyst
4 31 (18.90%) Data Business Analyst
4 31 (18.90%) Developer
5 20 (12.20%) Data Manager
6 17 (10.37%) Market Data Manager
7 13 (7.93%) Asset Management Analyst
7 13 (7.93%) Asset Management Business Analyst
7 13 (7.93%) Project Manager
7 13 (7.93%) Senior Analyst
7 13 (7.93%) Vendor Manager
8 12 (7.32%) Market Data Analyst
9 11 (6.71%) Java Developer
9 11 (6.71%) Regulatory Business Analyst
9 11 (6.71%) Report Analyst
10 10 (6.10%) Banking Analyst
10 10 (6.10%) Market Analyst
10 10 (6.10%) Reference Data Business Analyst
11 9 (5.49%) Reference Data Analyst
Libraries, Frameworks & Software Standards
1 8 (4.88%) .NET
2 7 (4.27%) XML
3 6 (3.66%) AngularJS
3 6 (3.66%) Web Services
4 4 (2.44%) J2EE
5 3 (1.83%) Hibernate
5 3 (1.83%) HTML
5 3 (1.83%) HTML5
5 3 (1.83%) JSON
5 3 (1.83%) MSMQ
5 3 (1.83%) RabbitMQ
6 2 (1.22%) .NET Framework
6 2 (1.22%) Apache Camel
6 2 (1.22%) Apache CXF
6 2 (1.22%) CSS3
6 2 (1.22%) Guava
6 2 (1.22%) Guice
6 2 (1.22%) JPA
6 2 (1.22%) REST
6 2 (1.22%) Spring
Miscellaneous
1 40 (24.39%) Fixed Income
2 31 (18.90%) Derivative
3 28 (17.07%) Analytical Skills
4 20 (12.20%) Equities
5 15 (9.15%) Management Information System
6 12 (7.32%) Equity Derivative
7 9 (5.49%) Foreign Exchange (FX)
7 9 (5.49%) OTC Derivatives
8 7 (4.27%) Computer Science
8 7 (4.27%) Pricing Data
8 7 (4.27%) Reinsurance
9 6 (3.66%) Hedge funds
10 5 (3.05%) Data Integration
11 4 (2.44%) Credit Risk
11 4 (2.44%) Data Structures
12 3 (1.83%) Algorithms
12 3 (1.83%) Fintech
12 3 (1.83%) Mathematics
12 3 (1.83%) Statistics
12 3 (1.83%) Visualisation
Operating Systems
1 10 (6.10%) Unix
2 4 (2.44%) Linux
3 1 (0.61%) Solaris
3 1 (0.61%) Windows
3 1 (0.61%) Windows 2000
3 1 (0.61%) Windows XP
Processes & Methodologies
1 51 (31.10%) Data Management
2 35 (21.34%) Agile Software Development
3 34 (20.73%) Asset Management
4 31 (18.90%) Data Governance
4 31 (18.90%) Data Modelling
5 30 (18.29%) Data Analysis
6 28 (17.07%) Project Management
7 25 (15.24%) Business Analysis
8 20 (12.20%) Investment Management
9 17 (10.37%) Validation
10 16 (9.76%) Project Governance
10 16 (9.76%) SDLC
10 16 (9.76%) Workflow
11 14 (8.54%) Waterfall
12 12 (7.32%) Analytics
12 12 (7.32%) Data Validation
12 12 (7.32%) Master Data Management
13 11 (6.71%) Migration
13 11 (6.71%) Quality Management
13 11 (6.71%) User Acceptance Testing
Programming Languages
1 72 (43.90%) SQL
2 16 (9.76%) C#
3 15 (9.15%) Java
4 11 (6.71%) T-SQL
5 9 (5.49%) PL/SQL
5 9 (5.49%) Python
6 7 (4.27%) C++
7 6 (3.66%) VB
8 5 (3.05%) JavaScript
8 5 (3.05%) VBA
9 4 (2.44%) VB6
10 3 (1.83%) Haskell
10 3 (1.83%) Kotlin
10 3 (1.83%) Perl
10 3 (1.83%) Scala
10 3 (1.83%) Shell Script
11 1 (0.61%) PHP
11 1 (0.61%) XPath
Qualifications
1 14 (8.54%) 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 30 (18.29%) Data Quality
2 11 (6.71%) Dodd-Frank
2 11 (6.71%) EMIR
2 11 (6.71%) MiFID
3 10 (6.10%) QA
4 9 (5.49%) Basel III
5 7 (4.27%) COREP
5 7 (4.27%) CRD IV
5 7 (4.27%) FINREP
6 5 (3.05%) FATCA
7 4 (2.44%) SLA
Systems Management
1 2 (1.22%) ITRS Geneos
Vendors
1 23 (14.02%) Bloomberg
2 16 (9.76%) Charles River
2 16 (9.76%) Oracle
3 15 (9.15%) Microsoft
4 7 (4.27%) GoldenSource
4 7 (4.27%) Reuters
5 6 (3.66%) Sybase
6 3 (1.83%) SAP
6 3 (1.83%) Tableau
7 2 (1.22%) Cognizant
7 2 (1.22%) OpenText
7 2 (1.22%) Pega
8 1 (0.61%) Ab Initio
8 1 (0.61%) Informatica
8 1 (0.61%) Netezza
8 1 (0.61%) Sony
8 1 (0.61%) Teradata
City, London
Oliver James Associates
Posted: Yesterday
City, London
Red10
Salary: £50000 - £55000 per annum + bonus and benefits
Posted: 5 days ago
City, London
Harvey Nash plc
Salary: £40000 per annum
Posted: 3 days ago
City, London
Harrington Starr
Salary: £60000 - £70000 per annum + plus package and bonus
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City, London
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Salary: £60000 - £70000 per annum + plus package and bonus
Posted: 16 hours ago
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Best Practice Talent Solutions
Salary: From £55,000 to £75,000 per annum Salary offered dependent on current
Posted: 5 days ago
City, London
Optimum IT
Salary: (dependent on experience)
Posted: 3 days ago
London
McGregor Boyall
Salary: £450 - £550 per day
Posted: 4 days ago
London
Harrington Starr
Salary: £55000 - £65000 per annum + package
Posted: 4 days ago
City, London
Harvey Nash plc
Salary: £75000 - £85000 per annum
Posted: 3 days ago
London
Hays London City Cheapside
Salary: £40000.00 - £50000.00 per annum + Competitive Base + Bonus
Posted: 17 days ago
London
Durlston Partners
Salary: Up to £90,000 per annum + Benefits + Bonus
Posted: 6 days ago
London
Progressive Recruitment
Salary: competitive
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London
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Salary: £55000 - £75000 per annum + competitive
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