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 24 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Reference Data
England / London
Rank 499 546 521
Rank change year-on-year
+47 -25
Permanent jobs citing Reference Data 80 86 121
As % of all permanent IT jobs located in London 0.24% 0.21% 0.30%
As % of the Miscellaneous category 0.52% 0.45% 0.65%
Number of salaries quoted 67 68 89
Median salary £75,000 £62,500 £70,000
Median salary % change year-on-year
+20.00% -10.71%
90% offered a salary of more than £50,000 £55,000 £55,000
10% offered a salary of more than £97,000 £88,750 £90,000
UK excluding London median salary £58,500 £55,000 £50,000
% change year-on-year
+6.36% +10.00%

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
15499 19149 18603
As % of all permanent IT jobs located in London 46.30% 47.67% 45.75%
Number of salaries quoted 12953 15951 15403
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 £35,000 £33,027
10% offered a salary of more than £90,000 £82,500 £85,000
UK excluding London median salary £42,500 £42,500 £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 24 January 2017.

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 24 January 2017. 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 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 +30 30 £80,000 +39.13% 3
Bromley - 1 £92,500 -
Reference Data
England

Reference Data
Top 30 Related IT Skills in London

For the 6 months to 24 January 2017, 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 86 (49.14%) Finance
2 78 (44.57%) SQL
3 58 (33.14%) Java
4 54 (30.86%) Banking
5 52 (29.71%) Data Management
6 51 (29.14%) Data Quality
7 38 (21.71%) SQL Server
7 38 (21.71%) Data Modelling
8 30 (17.14%) Degree
9 29 (16.57%) Data Analysis
10 28 (16.00%) AngularJS
11 27 (15.43%) JavaScript
12 26 (14.86%) Oracle
12 26 (14.86%) Data Warehouse
13 25 (14.29%) C#
13 25 (14.29%) Agile Software Development
14 24 (13.71%) Business Analysis
14 24 (13.71%) Migration
14 24 (13.71%) Analytics
15 23 (13.14%) SDLC
15 23 (13.14%) Sybase
16 22 (12.57%) Analytical Skills
17 21 (12.00%) Linux
18 20 (11.43%) Business Intelligence
18 20 (11.43%) Equities
18 20 (11.43%) Data Governance
18 20 (11.43%) Scala
19 19 (10.86%) Metadata Management
19 19 (10.86%) Investment Banking
19 19 (10.86%) Data Architecture

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 8 (4.57%) SharePoint
2 5 (2.86%) Jetty
3 4 (2.29%) Apache
3 4 (2.29%) Apache Spark
3 4 (2.29%) Moodle
4 3 (1.71%) Elasticsearch
5 2 (1.14%) Apache Pig
5 2 (1.14%) OpenStack
5 2 (1.14%) SAS
5 2 (1.14%) Tomcat
6 1 (0.57%) Apache Solr
Applications
1 5 (2.86%) MS Excel
2 3 (1.71%) Spreadsheet
3 2 (1.14%) Mathematica
3 2 (1.14%) SPSS
4 1 (0.57%) MS Office
4 1 (0.57%) MS Project
4 1 (0.57%) MS Visio
Business Applications
1 5 (2.86%) Markit EDM
2 3 (1.71%) FINCAD Analytics
3 2 (1.14%) FastStats
4 1 (0.57%) thinkFolio
Cloud Services
1 5 (2.86%) GitHub
2 3 (1.71%) Microsoft Azure
3 2 (1.14%) Amazon AWS
3 2 (1.14%) AWS Lambda
3 2 (1.14%) Google Analytics
3 2 (1.14%) Google Cloud Platform
Communications & Networking
1 2 (1.14%) Multicast
1 2 (1.14%) TCP/IP
Database & Business Intelligence
1 38 (21.71%) SQL Server
2 26 (14.86%) Data Warehouse
3 17 (9.71%) MySQL
4 14 (8.00%) Big Data
4 14 (8.00%) QlikView
5 12 (6.86%) BusinessObjects
5 12 (6.86%) Hadoop
5 12 (6.86%) Relational Database
6 11 (6.29%) NoSQL
7 10 (5.71%) Crystal Reports
8 9 (5.14%) DB2
8 9 (5.14%) RDBMS
9 8 (4.57%) MS Access
10 6 (3.43%) MongoDB
11 4 (2.29%) Apache Hive
11 4 (2.29%) HBase
11 4 (2.29%) Impala
11 4 (2.29%) Oracle Database
11 4 (2.29%) SQL Server 2008
11 4 (2.29%) Tick Data
Development Applications
1 15 (8.57%) Maven
2 11 (6.29%) Jenkins
3 10 (5.71%) ERwin
4 8 (4.57%) Eclipse
4 8 (4.57%) Visual Studio
4 8 (4.57%) XMLSpy
5 5 (2.86%) Git (software)
5 5 (2.86%) JIRA
6 2 (1.14%) Subversion
6 2 (1.14%) Talend Open Studio
7 1 (0.57%) PowerDesigner
General
1 86 (49.14%) Finance
2 54 (30.86%) Banking
3 19 (10.86%) Investment Banking
4 13 (7.43%) Front Office
5 12 (6.86%) Back Office
6 5 (2.86%) Financial Institution
7 4 (2.29%) Legal
7 4 (2.29%) Retail
8 3 (1.71%) Law
9 2 (1.14%) Marketing
10 1 (0.57%) Japanese Language
10 1 (0.57%) Publishing
10 1 (0.57%) Telecoms
Job Titles
1 58 (33.14%) Analyst
2 55 (31.43%) Developer
3 34 (19.43%) Java Developer
4 29 (16.57%) Architect
5 28 (16.00%) Business Analyst
5 28 (16.00%) Data Analyst
6 24 (13.71%) Senior Developer
7 18 (10.29%) Data Architect
7 18 (10.29%) Senior Java Developer
8 12 (6.86%) Data Business Analyst
9 11 (6.29%) Scala Developer
10 10 (5.71%) Market Data Developer
10 10 (5.71%) SQL Developer
11 9 (5.14%) Consultant
12 8 (4.57%) Market Data Analyst
13 7 (4.00%) JavaScript Developer
13 7 (4.00%) Market Data Business Analyst
13 7 (4.00%) Reference Data Analyst
13 7 (4.00%) Reference Data Business Analyst
14 6 (3.43%) Finance Business Analyst
Libraries, Frameworks & Software Standards
1 28 (16.00%) AngularJS
2 19 (10.86%) XML
3 18 (10.29%) Hibernate
4 16 (9.14%) HTML
4 16 (9.14%) Spring
5 15 (8.57%) Apache Camel
6 12 (6.86%) CSS
7 11 (6.29%) FIX Protocol
8 10 (5.71%) REST
9 8 (4.57%) HTML5
10 6 (3.43%) Guava
10 6 (3.43%) Guice
11 5 (2.86%) Apache CXF
11 5 (2.86%) JPA
11 5 (2.86%) JSON
12 4 (2.29%) CSS3
12 4 (2.29%) Java EE
12 4 (2.29%) Web Services
13 3 (1.71%) Akka
13 3 (1.71%) Node.js
Miscellaneous
1 22 (12.57%) Analytical Skills
2 20 (11.43%) Equities
3 18 (10.29%) Derivative
4 17 (9.71%) Fixed Income
5 15 (8.57%) Computer Science
6 13 (7.43%) Foreign Exchange (FX)
7 11 (6.29%) Market Risk
8 9 (5.14%) Credit Risk
8 9 (5.14%) Hedge funds
9 8 (4.57%) Equity Derivative
10 7 (4.00%) Data Integration
10 7 (4.00%) Fintech
11 6 (3.43%) OTC Derivatives
12 5 (2.86%) Data Structures
12 5 (2.86%) Mainframe
12 5 (2.86%) Visualisation
13 4 (2.29%) Management Information System
14 3 (1.71%) Algorithms
14 3 (1.71%) Biometrics
14 3 (1.71%) VLE
Operating Systems
1 21 (12.00%) Linux
2 11 (6.29%) Unix
3 7 (4.00%) Windows
4 2 (1.14%) Windows Server
Processes & Methodologies
1 52 (29.71%) Data Management
2 38 (21.71%) Data Modelling
3 29 (16.57%) Data Analysis
4 25 (14.29%) Agile Software Development
5 24 (13.71%) Analytics
5 24 (13.71%) Business Analysis
5 24 (13.71%) Migration
6 23 (13.14%) SDLC
7 20 (11.43%) Business Intelligence
7 20 (11.43%) Data Governance
8 19 (10.86%) Data Architecture
8 19 (10.86%) Metadata Management
9 18 (10.29%) ETL
10 17 (9.71%) Workflow
11 15 (8.57%) Data Mapping
12 13 (7.43%) Investment Management
12 13 (7.43%) Stakeholder Management
12 13 (7.43%) Web Development
13 12 (6.86%) Project Management
14 11 (6.29%) Asset Management
Programming Languages
1 78 (44.57%) SQL
2 58 (33.14%) Java
3 27 (15.43%) JavaScript
4 25 (14.29%) C#
5 20 (11.43%) Scala
6 18 (10.29%) Python
7 12 (6.86%) C++
8 7 (4.00%) Perl
9 5 (2.86%) R
9 5 (2.86%) Shell Script
10 3 (1.71%) MATLAB
11 2 (1.14%) Clojure
11 2 (1.14%) F#
11 2 (1.14%) Haskell
11 2 (1.14%) PHP
11 2 (1.14%) PL/SQL
11 2 (1.14%) Prolog
12 1 (0.57%) AWK
12 1 (0.57%) C
Qualifications
1 30 (17.14%) Degree
2 1 (0.57%) ISEB
2 1 (0.57%) ISEB Practitioner
2 1 (0.57%) PhD
2 1 (0.57%) PMI Certification
2 1 (0.57%) Postgraduate
Quality Assurance & Compliance
1 51 (29.14%) Data Quality
2 17 (9.71%) MiFID
3 9 (5.14%) Dodd-Frank
3 9 (5.14%) QA
4 5 (2.86%) EMIR
5 3 (1.71%) Basel III
6 2 (1.14%) SLA
7 1 (0.57%) GDPR
7 1 (0.57%) ISO/IEC 27001
7 1 (0.57%) ISO15022
7 1 (0.57%) PCI DSS
System Software
1 2 (1.14%) Apache ZooKeeper
1 2 (1.14%) GridGain
1 2 (1.14%) HDFS
2 1 (0.57%) Apache Flume
Systems Management
1 2 (1.14%) Oozie
2 1 (0.57%) HP Quality Center
Vendors
1 26 (14.86%) Oracle
2 23 (13.14%) Sybase
3 17 (9.71%) Microsoft
4 15 (8.57%) Informatica
5 9 (5.14%) Teradata
5 9 (5.14%) Trillium
6 5 (2.86%) Bloomberg
7 4 (2.29%) GoldenSource
7 4 (2.29%) IBM
7 4 (2.29%) Reuters
8 3 (1.71%) Ab Initio
9 2 (1.14%) Adobe
9 2 (1.14%) Casewise
9 2 (1.14%) Charles River
9 2 (1.14%) Cognos
9 2 (1.14%) Google
9 2 (1.14%) Qubit
9 2 (1.14%) Talend
10 1 (0.57%) Facebook
10 1 (0.57%) Sencha
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Salary: £70000 - £75000 per annum + benefits
Posted: 5 days ago
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