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 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Reference Data
England / London
Rank 511 575 537
Rank change year-on-year
+64 -38
Permanent jobs citing Reference Data 71 64 117
As % of all permanent IT jobs located in London 0.21% 0.16% 0.28%
As % of the Miscellaneous category 0.49% 0.35% 0.63%
Number of salaries quoted 59 46 90
Median salary £80,000 £60,000 £68,750
Median salary % change year-on-year
+33.33% -12.72%
90% offered a salary of more than £59,500 £50,000 £42,500
10% offered a salary of more than £100,000 £73,750 £100,000
UK excluding London median salary £63,500 £75,000 £40,250
% change year-on-year
-15.33% +86.33%

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
14548 18323 18530
As % of all permanent IT jobs located in London 43.43% 45.14% 44.05%
Number of salaries quoted 12018 15227 15089
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 £35,000
10% offered a salary of more than £90,000 £85,000 £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 27 February 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 27 February 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 +29 23 £80,000 +33.33% 5
Bromley - 1 - - 1
Reference Data
England

Reference Data
Top 30 Related IT Skills in London

For the 6 months to 27 February 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 84 (49.12%) SQL
2 77 (45.03%) Finance
3 51 (29.82%) Data Management
4 49 (28.65%) Java
5 48 (28.07%) Data Quality
6 47 (27.49%) Banking
7 41 (23.98%) Data Modelling
8 32 (18.71%) Oracle
8 32 (18.71%) SQL Server
9 31 (18.13%) Degree
10 30 (17.54%) SDLC
11 29 (16.96%) Analytical Skills
12 27 (15.79%) Data Warehouse
13 26 (15.20%) JavaScript
13 26 (15.20%) Business Analysis
14 25 (14.62%) Data Analysis
14 25 (14.62%) Agile Software Development
15 24 (14.04%) Analytics
16 23 (13.45%) Scala
16 23 (13.45%) Linux
16 23 (13.45%) Python
16 23 (13.45%) Migration
17 22 (12.87%) Workflow
18 21 (12.28%) XML
18 21 (12.28%) Data Architecture
19 20 (11.70%) Sybase
19 20 (11.70%) Metadata Management
20 19 (11.11%) AngularJS
20 19 (11.11%) C#
20 19 (11.11%) MiFID

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 (4.68%) SharePoint
2 5 (2.92%) Apache Spark
3 4 (2.34%) Moodle
4 3 (1.75%) Apache
4 3 (1.75%) Elasticsearch
4 3 (1.75%) Jetty
5 2 (1.17%) Apache Pig
5 2 (1.17%) Apache Solr
5 2 (1.17%) OpenStack
5 2 (1.17%) SAS
5 2 (1.17%) Tomcat
Applications
1 5 (2.92%) MS Excel
2 4 (2.34%) MS Office
3 3 (1.75%) MS Visio
3 3 (1.75%) Spreadsheet
4 2 (1.17%) Mathematica
4 2 (1.17%) MS PowerPoint
4 2 (1.17%) SPSS
5 1 (0.58%) MS Project
Business Applications
1 5 (2.92%) Markit EDM
2 3 (1.75%) FINCAD Analytics
3 2 (1.17%) FastStats
Cloud Services
1 2 (1.17%) Amazon AWS
1 2 (1.17%) AWS Lambda
1 2 (1.17%) Google Analytics
1 2 (1.17%) Google Cloud Platform
2 1 (0.58%) GitHub
2 1 (0.58%) Microsoft Azure
Communications & Networking
1 6 (3.51%) Multicast
1 6 (3.51%) TCP/IP
Database & Business Intelligence
1 32 (18.71%) SQL Server
2 27 (15.79%) Data Warehouse
3 16 (9.36%) MySQL
4 14 (8.19%) Big Data
4 14 (8.19%) Relational Database
5 13 (7.60%) QlikView
6 12 (7.02%) Hadoop
7 11 (6.43%) BusinessObjects
7 11 (6.43%) NoSQL
8 10 (5.85%) RDBMS
9 9 (5.26%) Crystal Reports
9 9 (5.26%) DB2
10 7 (4.09%) MongoDB
10 7 (4.09%) MS Access
11 6 (3.51%) HBase
12 5 (2.92%) Apache Hive
12 5 (2.92%) Impala
12 5 (2.92%) Oracle Database
13 4 (2.34%) OLAP
13 4 (2.34%) SQL Server 2008
Development Applications
1 15 (8.77%) Maven
2 11 (6.43%) Jenkins
3 10 (5.85%) ERwin
4 7 (4.09%) Eclipse
4 7 (4.09%) Visual Studio
4 7 (4.09%) XMLSpy
5 5 (2.92%) Git (software)
6 4 (2.34%) JIRA
7 2 (1.17%) Oracle APEX
7 2 (1.17%) Subversion
7 2 (1.17%) Talend Open Studio
7 2 (1.17%) Toad
8 1 (0.58%) JUnit
8 1 (0.58%) MagicDraw
8 1 (0.58%) PowerDesigner
General
1 77 (45.03%) Finance
2 47 (27.49%) Banking
3 17 (9.94%) Investment Banking
4 13 (7.60%) Front Office
5 12 (7.02%) Back Office
6 5 (2.92%) Financial Institution
6 5 (2.92%) Retail
7 4 (2.34%) Legal
7 4 (2.34%) Marketing
8 3 (1.75%) Law
9 1 (0.58%) Japanese Language
9 1 (0.58%) Telecoms
9 1 (0.58%) Wholesale Banking
Job Titles
1 65 (38.01%) Analyst
2 49 (28.65%) Developer
3 32 (18.71%) Business Analyst
4 30 (17.54%) Data Analyst
5 27 (15.79%) Architect
6 25 (14.62%) Java Developer
7 21 (12.28%) Senior Developer
8 16 (9.36%) Data Architect
9 14 (8.19%) Scala Developer
10 13 (7.60%) Senior Java Developer
11 12 (7.02%) Data Business Analyst
11 12 (7.02%) Market Data Analyst
12 11 (6.43%) SQL Developer
13 8 (4.68%) FIX Analyst
13 8 (4.68%) FIX Business Analyst
14 7 (4.09%) Finance Business Analyst
14 7 (4.09%) Market Data Business Analyst
14 7 (4.09%) MiFID Business Analyst
14 7 (4.09%) Reference Data Analyst
14 7 (4.09%) Reference Data Business Analyst
Libraries, Frameworks & Software Standards
1 21 (12.28%) XML
2 19 (11.11%) AngularJS
3 16 (9.36%) Hibernate
4 15 (8.77%) FIX Protocol
5 11 (6.43%) HTML
6 10 (5.85%) HTML5
7 7 (4.09%) Spring
8 5 (2.92%) CSS
9 4 (2.34%) Akka
9 4 (2.34%) CSS3
9 4 (2.34%) Guava
9 4 (2.34%) Guice
9 4 (2.34%) Java EE
9 4 (2.34%) JSON
9 4 (2.34%) Lucene
10 3 (1.75%) Apache Camel
10 3 (1.75%) Apache CXF
10 3 (1.75%) JPA
10 3 (1.75%) JSON Schema
10 3 (1.75%) Web Services
Miscellaneous
1 29 (16.96%) Analytical Skills
2 19 (11.11%) Equities
3 18 (10.53%) Computer Science
4 15 (8.77%) Fixed Income
5 13 (7.60%) Derivative
6 11 (6.43%) Foreign Exchange (FX)
7 10 (5.85%) Market Risk
8 9 (5.26%) Fintech
9 7 (4.09%) Hedge funds
10 6 (3.51%) Credit Risk
10 6 (3.51%) Equity Derivative
11 4 (2.34%) Data Structures
11 4 (2.34%) Management Information System
11 4 (2.34%) OTC Derivatives
12 3 (1.75%) Algorithms
12 3 (1.75%) Smart Energy
12 3 (1.75%) VLE
13 2 (1.17%) Credit Derivative
13 2 (1.17%) Reinsurance
13 2 (1.17%) Replication
Operating Systems
1 23 (13.45%) Linux
2 10 (5.85%) Unix
3 8 (4.68%) Windows
4 2 (1.17%) Windows Server
Processes & Methodologies
1 51 (29.82%) Data Management
2 41 (23.98%) Data Modelling
3 30 (17.54%) SDLC
4 26 (15.20%) Business Analysis
5 25 (14.62%) Agile Software Development
5 25 (14.62%) Data Analysis
6 24 (14.04%) Analytics
7 23 (13.45%) Migration
8 22 (12.87%) Workflow
9 21 (12.28%) Data Architecture
10 20 (11.70%) Metadata Management
11 17 (9.94%) Business Intelligence
11 17 (9.94%) ETL
12 16 (9.36%) Data Governance
12 16 (9.36%) Web Development
13 14 (8.19%) Data Mapping
14 11 (6.43%) Enterprise Data Management
15 10 (5.85%) Investment Management
15 10 (5.85%) Risk Management
15 10 (5.85%) Stakeholder Management
Programming Languages
1 84 (49.12%) SQL
2 49 (28.65%) Java
3 26 (15.20%) JavaScript
4 23 (13.45%) Python
4 23 (13.45%) Scala
5 19 (11.11%) C#
6 10 (5.85%) C++
6 10 (5.85%) Perl
7 5 (2.92%) R
8 3 (1.75%) MATLAB
8 3 (1.75%) Shell Script
9 2 (1.17%) Clojure
9 2 (1.17%) F#
9 2 (1.17%) Haskell
9 2 (1.17%) ML
9 2 (1.17%) Prolog
10 1 (0.58%) PHP
10 1 (0.58%) PL/SQL
10 1 (0.58%) SPARQL
Qualifications
1 31 (18.13%) Degree
2 2 (1.17%) Postgraduate
3 1 (0.58%) ISEB
3 1 (0.58%) ISEB Practitioner
3 1 (0.58%) PMI Certification
Quality Assurance & Compliance
1 48 (28.07%) Data Quality
2 19 (11.11%) MiFID
3 13 (7.60%) QA
4 8 (4.68%) Dodd-Frank
5 4 (2.34%) Basel III
6 3 (1.75%) EMIR
7 1 (0.58%) GDPR
7 1 (0.58%) ISO/IEC 27001
7 1 (0.58%) ISO15022
7 1 (0.58%) PCI DSS
System Software
1 3 (1.75%) HDFS
2 2 (1.17%) Apache Flume
2 2 (1.17%) Apache ZooKeeper
2 2 (1.17%) GridGain
Systems Management
1 3 (1.75%) Oozie
2 1 (0.58%) HP Quality Center
Vendors
1 32 (18.71%) Oracle
2 20 (11.70%) Sybase
3 15 (8.77%) Informatica
4 14 (8.19%) Microsoft
5 8 (4.68%) Teradata
5 8 (4.68%) Trillium
6 7 (4.09%) GoldenSource
7 5 (2.92%) Bloomberg
7 5 (2.92%) Reuters
8 4 (2.34%) IBM
9 3 (1.75%) Ab Initio
9 3 (1.75%) Casewise
10 2 (1.17%) Actian
10 2 (1.17%) Adobe
10 2 (1.17%) Cognos
10 2 (1.17%) Google
10 2 (1.17%) Qubit
10 2 (1.17%) Talend
11 1 (0.58%) Alteryx
11 1 (0.58%) Facebook
City, London
Hays Finance Technology
Salary: £80000.00 - £110000.00 per annum
Posted: 2 days ago
City, London
Hays Finance Technology
Salary: £80000.00 - £100000.00 per annum
Posted: 2 days ago
London
Harrington Starr
Salary: £50000 - £65000 per annum + benefits + bonus
Posted: 3 days ago
Bromley, Kent
Sterlings Partnership
Salary: From £60,000 to £100,000 per annum Competitive benefits package
Posted: 5 days ago
City, London
Harrington Starr
Salary: £40000.00 - £60000.00 per annum + bonus and benefits
Posted: 6 days ago
City of London
Hays London City Cheapside
Salary: £80000.00 - £85000.00 per annum + Benefits + Bonus
Posted: 14 days ago