The table below looks at the prevalence of the term Reference Data in IT jobs advertised for the England 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 781 797 747
Rank change year-on-year
+16 -50
Permanent jobs citing Reference Data 114 151 226
As % of all permanent IT jobs located in England 0.13% 0.15% 0.20%
As % of the Miscellaneous category 0.30% 0.35% 0.48%
Number of salaries quoted 94 106 170
Median salary £65,000 £65,000 £70,000
Median salary % change year-on-year
- -7.14%
90% offered a salary of more than £44,000 £35,000 £47,500
10% offered a salary of more than £83,500 £90,000 £90,000
UK excluding London median salary £45,000 £45,000 £70,000
% change year-on-year
- -35.71%
Reference Data
UK

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

Miscellaneous Category
England
Permanent IT job ads with a match in the
Miscellaneous category
38006 42660 46735
As % of all permanent IT jobs located in England 41.84% 41.34% 41.34%
Number of salaries quoted 31505 34196 37527
Median salary £50,000 £47,500 £47,500
Median salary % change year-on-year
+5.26% -
90% offered a salary of more than £29,000 £27,500 £29,000
10% offered a salary of more than £80,000 £75,000 £75,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Reference Data
Jobs Demand Trend in England

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

Reference Data Jobs Demand Trend in England

Reference Data
Salary Trend in England

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

Reference Data Salary Trend in England

Reference Data
Salary Histogram in England

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

Reference Data Salary Histogram in England

Reference Data
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Reference Data within the England 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
London -1 95 £67,500 +3.84% 10
South East +57 13 £45,000 - 2
Yorkshire +22 3 £60,000 +73.91%
West Midlands - 2 £42,500 -
South West - 1 £57,500 - 1
Reference Data
UK

Reference Data
Top 30 Related IT Skills in England

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 England region with a requirement for Reference Data.

1 115 (62.50%) Finance
2 85 (46.20%) SQL
3 62 (33.70%) Data Management
4 59 (32.07%) Banking
5 48 (26.09%) Asset Management
6 45 (24.46%) Fixed Income
6 45 (24.46%) Front Office
7 43 (23.37%) Data Governance
8 40 (21.74%) Agile Software Development
9 39 (21.20%) Investment Banking
10 38 (20.65%) Data Quality
11 37 (20.11%) Data Analysis
12 36 (19.57%) Data Warehouse
13 35 (19.02%) SQL Server
13 35 (19.02%) Project Management
14 34 (18.48%) Derivative
15 30 (16.30%) Data Modelling
16 28 (15.22%) Analytical Skills
17 25 (13.59%) Bloomberg
17 25 (13.59%) Business Analysis
18 24 (13.04%) Back Office
18 24 (13.04%) Analytics
19 23 (12.50%) Management Information System
20 22 (11.96%) Retail
21 21 (11.41%) Equities
22 19 (10.33%) SDLC
23 18 (9.78%) Microsoft
23 18 (9.78%) Oracle
24 17 (9.24%) Charles River
25 16 (8.70%) Unix

Reference Data
Top Related IT Skills in England 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 (1.63%) CMS
1 3 (1.63%) SAS
2 2 (1.09%) Documentum
2 2 (1.09%) SharePoint
3 1 (0.54%) Apache
3 1 (0.54%) IIS
3 1 (0.54%) JBoss
3 1 (0.54%) WebLogic
3 1 (0.54%) WebSphere
3 1 (0.54%) WebSphere Application Server
Applications
1 15 (8.15%) MS Excel
2 10 (5.43%) MS Visio
3 8 (4.35%) MS Office
4 4 (2.17%) MS PowerPoint
Business Applications
1 8 (4.35%) Markit EDM
2 4 (2.17%) Eagle PACE
3 3 (1.63%) CSG Singleview
4 1 (0.54%) Dynamics CRM
4 1 (0.54%) ResourceLink
4 1 (0.54%) SAP CO
4 1 (0.54%) SAP FI
4 1 (0.54%) SAP FI/CO
4 1 (0.54%) SAP Oil and Gas
Cloud Services
1 3 (1.63%) GitHub
2 2 (1.09%) Microsoft Azure
3 1 (0.54%) SaaS
Communications & Networking
1 9 (4.89%) TCP/IP
2 6 (3.26%) Multicast
3 3 (1.63%) Internet
3 3 (1.63%) X.509
4 1 (0.54%) HTTP
4 1 (0.54%) Remote Desktop
4 1 (0.54%) VPN
4 1 (0.54%) WebEx
Database & Business Intelligence
1 36 (19.57%) Data Warehouse
2 35 (19.02%) SQL Server
3 10 (5.43%) Big Data
3 10 (5.43%) Relational Database
4 7 (3.80%) BusinessObjects
5 5 (2.72%) Data Mining
6 4 (2.17%) NoSQL
6 4 (2.17%) SQL Server Integration Services
7 3 (1.63%) Crystal Reports
7 3 (1.63%) Qlik Sense
7 3 (1.63%) Redis
8 2 (1.09%) DataStage
8 2 (1.09%) EDRMS
8 2 (1.09%) Enterprise Data Warehouse
8 2 (1.09%) MongoDB
8 2 (1.09%) Oracle Reports
8 2 (1.09%) RavenDB
8 2 (1.09%) RDBMS
8 2 (1.09%) SQL Server 2014
8 2 (1.09%) SQL Server Reporting Services
Development Applications
1 9 (4.89%) JIRA
2 6 (3.26%) NUnit
3 3 (1.63%) Jenkins
3 3 (1.63%) Phabricator
3 3 (1.63%) SQL Server Management Studio (SSMS)
3 3 (1.63%) TestNG
3 3 (1.63%) Toad
4 1 (0.54%) ERwin
4 1 (0.54%) Git (software)
4 1 (0.54%) JUnit
4 1 (0.54%) PowerDesigner
4 1 (0.54%) Subversion
General
1 115 (62.50%) Finance
2 59 (32.07%) Banking
3 45 (24.46%) Front Office
4 39 (21.20%) Investment Banking
5 24 (13.04%) Back Office
6 22 (11.96%) Retail
7 11 (5.98%) Financial Institution
8 8 (4.35%) International Banking
8 8 (4.35%) Legal
9 5 (2.72%) Billing
10 4 (2.17%) Telecoms
11 3 (1.63%) Law
11 3 (1.63%) Multimedia
12 1 (0.54%) Manufacturing
12 1 (0.54%) Publishing
Job Titles
1 86 (46.74%) Analyst
2 49 (26.63%) Business Analyst
3 44 (23.91%) Data Analyst
4 32 (17.39%) Data Business Analyst
4 32 (17.39%) Developer
5 23 (12.50%) Data Manager
6 19 (10.33%) Market Data Manager
7 16 (8.70%) Project Manager
8 15 (8.15%) Vendor Manager
9 13 (7.07%) Asset Management Business Analyst
10 12 (6.52%) Asset Management Analyst
10 12 (6.52%) Banking Analyst
10 12 (6.52%) Regulatory Business Analyst
11 10 (5.43%) Market Data Analyst
11 10 (5.43%) Report Analyst
11 10 (5.43%) Senior Analyst
12 9 (4.89%) Business IT Analyst
12 9 (4.89%) IT Analyst
12 9 (4.89%) IT Business Analyst
12 9 (4.89%) Java Developer
Libraries, Frameworks & Software Standards
1 10 (5.43%) XML
2 7 (3.80%) .NET
3 6 (3.26%) J2EE
3 6 (3.26%) Web Services
4 5 (2.72%) AngularJS
4 5 (2.72%) JSON
5 4 (2.17%) Middleware
5 4 (2.17%) Spring
6 3 (1.63%) FIX Protocol
6 3 (1.63%) Hibernate
6 3 (1.63%) JDBC
6 3 (1.63%) MSMQ
6 3 (1.63%) RabbitMQ
6 3 (1.63%) SOAP
7 2 (1.09%) .NET Framework
7 2 (1.09%) J2SE
7 2 (1.09%) JavaBeans
7 2 (1.09%) JMS
7 2 (1.09%) Node.js
7 2 (1.09%) RESTful
Miscellaneous
1 45 (24.46%) Fixed Income
2 34 (18.48%) Derivative
3 28 (15.22%) Analytical Skills
4 23 (12.50%) Management Information System
5 21 (11.41%) Equities
6 16 (8.70%) Equity Derivative
7 9 (4.89%) OTC Derivatives
8 8 (4.35%) Credit Risk
8 8 (4.35%) Foreign Exchange (FX)
9 7 (3.80%) Reinsurance
10 6 (3.26%) Algorithms
10 6 (3.26%) Data Structures
10 6 (3.26%) Pricing Data
11 5 (2.72%) Hedge funds
11 5 (2.72%) Mathematics
11 5 (2.72%) Statistics
12 4 (2.17%) Computer Science
13 3 (1.63%) PKI
13 3 (1.63%) PMI
13 3 (1.63%) Visualisation
Operating Systems
1 16 (8.70%) Unix
2 8 (4.35%) Linux
3 5 (2.72%) Windows
4 1 (0.54%) Solaris
4 1 (0.54%) Windows 2000
4 1 (0.54%) Windows XP
Processes & Methodologies
1 62 (33.70%) Data Management
2 48 (26.09%) Asset Management
3 43 (23.37%) Data Governance
4 40 (21.74%) Agile Software Development
5 37 (20.11%) Data Analysis
6 35 (19.02%) Project Management
7 30 (16.30%) Data Modelling
8 25 (13.59%) Business Analysis
9 24 (13.04%) Analytics
10 19 (10.33%) SDLC
11 16 (8.70%) Project Governance
11 16 (8.70%) Validation
12 15 (8.15%) Fund Management
12 15 (8.15%) Workflow
13 14 (7.61%) Business Intelligence
13 14 (7.61%) Investment Management
13 14 (7.61%) Master Data Management
14 13 (7.07%) Stakeholder Management
14 13 (7.07%) User Acceptance Testing
14 13 (7.07%) Waterfall
Programming Languages
1 85 (46.20%) SQL
2 15 (8.15%) C#
3 14 (7.61%) PL/SQL
4 13 (7.07%) Java
5 12 (6.52%) T-SQL
6 10 (5.43%) C++
6 10 (5.43%) Python
7 7 (3.80%) JavaScript
8 6 (3.26%) Perl
8 6 (3.26%) VB
9 4 (2.17%) VB6
9 4 (2.17%) VBA
10 3 (1.63%) Haskell
10 3 (1.63%) Kotlin
10 3 (1.63%) Scala
10 3 (1.63%) Shell Script
11 1 (0.54%) PHP
11 1 (0.54%) XPath
Qualifications
1 12 (6.52%) Degree
2 6 (3.26%) PMI Certification
3 3 (1.63%) PMP
3 3 (1.63%) PRINCE2 Certification
4 1 (0.54%) CISA
4 1 (0.54%) CISM
4 1 (0.54%) CISSP
4 1 (0.54%) CRISC
4 1 (0.54%) ECDL
Quality Assurance & Compliance
1 38 (20.65%) Data Quality
2 13 (7.07%) Dodd-Frank
2 13 (7.07%) EMIR
3 9 (4.89%) Basel III
3 9 (4.89%) FATCA
3 9 (4.89%) MiFID
4 8 (4.35%) QA
5 7 (3.80%) COREP
5 7 (3.80%) CRD IV
5 7 (3.80%) FINREP
6 2 (1.09%) SLA
System Software
1 1 (0.54%) Active Directory
1 1 (0.54%) Virtual Machines
Systems Management
1 6 (3.26%) HP Quality Center
2 2 (1.09%) ITRS Geneos
Vendors
1 25 (13.59%) Bloomberg
2 18 (9.78%) Microsoft
2 18 (9.78%) Oracle
3 17 (9.24%) Charles River
4 7 (3.80%) Reuters
5 6 (3.26%) HP
5 6 (3.26%) SunGard
6 5 (2.72%) Sybase
7 4 (2.17%) GoldenSource
7 4 (2.17%) SAP
8 3 (1.63%) Coverity
8 3 (1.63%) Tableau
9 2 (1.09%) Cognizant
9 2 (1.09%) OpenText
9 2 (1.09%) Pega
10 1 (0.54%) BISAM
10 1 (0.54%) Citrix
10 1 (0.54%) ServiceNow
City, London
Harvey Nash plc
Salary: £38000 - £42000 per annum
Posted: 18 hours ago
City, London
Harrington Starr
Salary: £60000 - £70000 per annum + plus package and bonus
Posted: 1 hour ago
City, London
Harrington Starr
Salary: £85000 - £120000 per annum
Posted: 17 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
Saffron Walden, Essex
Jagger Talent
Salary: From £40,000 to £40,000 per annum Extensive Blue-Chip Benefits
Posted: Yesterday
Poole, Dorset
LV
Salary: Competitive Salary + Benefits + Bonus
Posted: 19 days ago
City, London
Harrington Starr
Salary: £50000 - £65000 per annum + bonus + benefits
Posted: 2 days ago
Wokingham, Berkshire
V2
Salary: From £30,000 to £45,000 per annum plus uncapped bonus and benefits
Posted: 22 days ago