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 6 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 Dec 2016
Same period 2015 Same period 2014
Reference Data
Rank 488 553 551
Rank change year-on-year
+65 -2
Permanent jobs citing Reference Data 104 103 114
As % of all permanent IT jobs located in London 0.29% 0.24% 0.25%
As % of the Miscellaneous category 0.63% 0.49% 0.56%
Number of salaries quoted 85 86 83
Median salary £72,500 £65,000 £75,000
Median salary % change year-on-year
+11.53% -13.33%
90% offered a salary of more than £35,000 £50,000 £65,300
10% offered a salary of more than £90,000 £90,000 £95,000
UK excluding London median salary £55,000 £45,000 £46,500
% change year-on-year
+22.22% -3.22%
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
16597 20953 20464
As % of all permanent IT jobs located in London 46.06% 48.41% 45.62%
Number of salaries quoted 13897 17093 16988
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 £33,860
10% offered a salary of more than £90,000 £81,100 £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 6 December 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 6 December 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 31 £65,052 +13.13%
Bromley - 2 £91,250 -
Kingston Upon Thames - 2 £70,000 -
Croydon - 1 - -
Reference Data
England

Reference Data
Top 30 Related IT Skills in London

For the 6 months to 6 December 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 93 (49.21%) Finance
2 88 (46.56%) SQL
3 60 (31.75%) Data Management
4 58 (30.69%) Java
5 57 (30.16%) Banking
6 55 (29.10%) Data Quality
7 44 (23.28%) Data Modelling
8 39 (20.63%) SQL Server
9 34 (17.99%) Agile Software Development
10 32 (16.93%) C#
11 31 (16.40%) Degree
12 30 (15.87%) Data Analysis
13 29 (15.34%) Derivative
13 29 (15.34%) Data Warehouse
13 29 (15.34%) AngularJS
14 28 (14.81%) JavaScript
14 28 (14.81%) Business Analysis
15 27 (14.29%) Analytics
16 25 (13.23%) Migration
16 25 (13.23%) Oracle
17 24 (12.70%) Microsoft
17 24 (12.70%) Fixed Income
17 24 (12.70%) Data Governance
18 23 (12.17%) Equities
18 23 (12.17%) Sybase
19 22 (11.64%) Business Intelligence
19 22 (11.64%) Investment Banking
19 22 (11.64%) Data Architecture
20 21 (11.11%) Python
21 20 (10.58%) Investment 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 8 (4.23%) Jetty
1 8 (4.23%) SharePoint
2 5 (2.65%) Apache
3 4 (2.12%) Elasticsearch
4 3 (1.59%) Apache Spark
4 3 (1.59%) Moodle
4 3 (1.59%) Oracle SOA Suite
5 2 (1.06%) Apache Pig
5 2 (1.06%) Documentum
5 2 (1.06%) OpenStack
5 2 (1.06%) SAS
5 2 (1.06%) Tomcat
6 1 (0.53%) Confluence
Applications
1 10 (5.29%) MS Excel
2 3 (1.59%) MS Office
2 3 (1.59%) Spreadsheet
3 2 (1.06%) Mathematica
3 2 (1.06%) MS Visio
3 2 (1.06%) SPSS
4 1 (0.53%) MS Project
Business Applications
1 4 (2.12%) Markit EDM
2 3 (1.59%) FINCAD Analytics
3 2 (1.06%) FastStats
4 1 (0.53%) thinkFolio
Cloud Services
1 7 (3.70%) GitHub
2 3 (1.59%) Microsoft Azure
3 2 (1.06%) Amazon AWS
3 2 (1.06%) AWS Lambda
3 2 (1.06%) Google Analytics
3 2 (1.06%) Google Cloud Platform
Communications & Networking
1 2 (1.06%) Multicast
1 2 (1.06%) TCP/IP
Database & Business Intelligence
1 39 (20.63%) SQL Server
2 29 (15.34%) Data Warehouse
3 17 (8.99%) MySQL
4 13 (6.88%) QlikView
5 11 (5.82%) Big Data
5 11 (5.82%) BusinessObjects
5 11 (5.82%) Hadoop
5 11 (5.82%) NoSQL
6 10 (5.29%) Relational Database
7 8 (4.23%) Crystal Reports
8 7 (3.70%) DB2
8 7 (3.70%) RDBMS
9 6 (3.17%) MS Access
10 5 (2.65%) MongoDB
11 4 (2.12%) Oracle Database
12 3 (1.59%) Apache Hive
12 3 (1.59%) HBase
12 3 (1.59%) Impala
12 3 (1.59%) SQL Server 2008
12 3 (1.59%) Tick Data
Development Applications
1 13 (6.88%) Maven
2 11 (5.82%) ERwin
3 10 (5.29%) Jenkins
4 6 (3.17%) Eclipse
4 6 (3.17%) JIRA
4 6 (3.17%) Visual Studio
4 6 (3.17%) XMLSpy
5 4 (2.12%) Subversion
6 3 (1.59%) Git (software)
7 2 (1.06%) Talend Open Studio
8 1 (0.53%) PowerDesigner
General
1 93 (49.21%) Finance
2 57 (30.16%) Banking
3 22 (11.64%) Investment Banking
4 18 (9.52%) Front Office
5 16 (8.47%) Back Office
6 11 (5.82%) Retail
7 8 (4.23%) Financial Institution
8 5 (2.65%) Legal
9 3 (1.59%) Law
9 3 (1.59%) Marketing
10 2 (1.06%) Publishing
11 1 (0.53%) Japanese Language
11 1 (0.53%) Retail Banking
11 1 (0.53%) Telecoms
Job Titles
1 67 (35.45%) Analyst
2 56 (29.63%) Developer
3 36 (19.05%) Java Developer
4 34 (17.99%) Data Analyst
5 33 (17.46%) Business Analyst
6 29 (15.34%) Architect
7 22 (11.64%) Senior Developer
8 19 (10.05%) Data Business Analyst
9 18 (9.52%) Data Architect
9 18 (9.52%) Senior Java Developer
10 12 (6.35%) Consultant
10 12 (6.35%) Project Manager
10 12 (6.35%) SQL Developer
11 11 (5.82%) Market Data Developer
12 10 (5.29%) Market Data Business Analyst
13 9 (4.76%) Data Manager
13 9 (4.76%) Market Data Analyst
13 9 (4.76%) Reference Data Business Analyst
13 9 (4.76%) Scala Developer
13 9 (4.76%) Senior Analyst
Libraries, Frameworks & Software Standards
1 29 (15.34%) AngularJS
2 19 (10.05%) Hibernate
3 18 (9.52%) Apache Camel
4 16 (8.47%) HTML
4 16 (8.47%) Spring
4 16 (8.47%) XML
5 12 (6.35%) CSS
6 11 (5.82%) REST
7 9 (4.76%) Guava
7 9 (4.76%) Guice
8 8 (4.23%) Apache CXF
8 8 (4.23%) HTML5
8 8 (4.23%) JPA
9 7 (3.70%) FIX Protocol
10 5 (2.65%) JSON
11 4 (2.12%) CSS3
11 4 (2.12%) Java EE
11 4 (2.12%) Lucene
11 4 (2.12%) Web Services
12 3 (1.59%) .NET
Miscellaneous
1 29 (15.34%) Derivative
2 24 (12.70%) Fixed Income
3 23 (12.17%) Equities
4 18 (9.52%) Analytical Skills
5 16 (8.47%) Computer Science
5 16 (8.47%) Foreign Exchange (FX)
6 13 (6.88%) Credit Risk
7 12 (6.35%) Market Risk
8 11 (5.82%) Equity Derivative
9 10 (5.29%) Data Integration
9 10 (5.29%) Hedge funds
10 9 (4.76%) OTC Derivatives
11 7 (3.70%) Data Structures
11 7 (3.70%) Mainframe
12 5 (2.65%) Visualisation
13 4 (2.12%) Management Information System
14 3 (1.59%) Algorithms
14 3 (1.59%) Biometrics
14 3 (1.59%) Pricing Data
14 3 (1.59%) VLE
Operating Systems
1 18 (9.52%) Linux
2 10 (5.29%) Unix
3 6 (3.17%) Windows
4 1 (0.53%) Windows Server
Processes & Methodologies
1 60 (31.75%) Data Management
2 44 (23.28%) Data Modelling
3 34 (17.99%) Agile Software Development
4 30 (15.87%) Data Analysis
5 28 (14.81%) Business Analysis
6 27 (14.29%) Analytics
7 25 (13.23%) Migration
8 24 (12.70%) Data Governance
9 22 (11.64%) Business Intelligence
9 22 (11.64%) Data Architecture
10 20 (10.58%) Investment Management
11 18 (9.52%) ETL
11 18 (9.52%) SDLC
12 17 (8.99%) Project Management
13 16 (8.47%) Metadata Management
13 16 (8.47%) Quality Management
14 15 (7.94%) Master Data Management
15 14 (7.41%) Data Mapping
15 14 (7.41%) Risk Management
15 14 (7.41%) Workflow
Programming Languages
1 88 (46.56%) SQL
2 58 (30.69%) Java
3 32 (16.93%) C#
4 28 (14.81%) JavaScript
5 21 (11.11%) Python
6 18 (9.52%) Scala
7 13 (6.88%) C++
8 5 (2.65%) Perl
8 5 (2.65%) R
9 4 (2.12%) Shell Script
10 3 (1.59%) MATLAB
10 3 (1.59%) PHP
10 3 (1.59%) T-SQL
10 3 (1.59%) VBA
11 2 (1.06%) F#
11 2 (1.06%) Haskell
11 2 (1.06%) PL/SQL
11 2 (1.06%) Prolog
11 2 (1.06%) VB
11 2 (1.06%) VB6
Qualifications
1 31 (16.40%) Degree
2 1 (0.53%) ISEB
2 1 (0.53%) ISEB Practitioner
2 1 (0.53%) PhD
2 1 (0.53%) PMI Certification
2 1 (0.53%) Postgraduate
Quality Assurance & Compliance
1 55 (29.10%) Data Quality
2 17 (8.99%) MiFID
3 13 (6.88%) Dodd-Frank
4 9 (4.76%) EMIR
5 6 (3.17%) QA
5 6 (3.17%) SLA
6 3 (1.59%) Basel III
7 1 (0.53%) ISO/IEC 27001
7 1 (0.53%) ISO15022
7 1 (0.53%) PCI DSS
System Software
1 2 (1.06%) Apache ZooKeeper
1 2 (1.06%) GridGain
2 1 (0.53%) Apache Flume
2 1 (0.53%) HDFS
Systems Management
1 1 (0.53%) HP Quality Center
1 1 (0.53%) Oozie
Vendors
1 25 (13.23%) Oracle
2 24 (12.70%) Microsoft
3 23 (12.17%) Sybase
4 14 (7.41%) Informatica
5 11 (5.82%) Charles River
6 8 (4.23%) Teradata
7 7 (3.70%) Bloomberg
7 7 (3.70%) Trillium
8 6 (3.17%) GoldenSource
9 4 (2.12%) IBM
10 3 (1.59%) Ab Initio
10 3 (1.59%) Reuters
11 2 (1.06%) Adobe
11 2 (1.06%) Cognos
11 2 (1.06%) Google
11 2 (1.06%) OpenText
11 2 (1.06%) Qubit
11 2 (1.06%) Talend
12 1 (0.53%) Actuate
12 1 (0.53%) HP
London
Harrington Starr
Salary: £40000 - £50000 per annum + Bonus and Benefits
Posted: 4 days ago
London
Ampersand Consulting
Salary: £75000 per annum + Fantastic Benefits
Posted: 4 days ago
London
Durlston Partners
Salary: Up to £85,000 per annum + Bonus + Benefits
Posted: 3 days ago