The table below looks at the prevalence of the term Reference Data in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Reference Data over the 3 months to 26 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
26 Feb 2017
Same period 2016 Same period 2015
Reference Data
London / City of London
Rank 202 242 300
Rank change year-on-year
+40 +58
Permanent jobs citing Reference Data 23 21 27
As % of all permanent IT jobs located in the City of London 0.47% 0.30% 0.26%
As % of the Miscellaneous category 0.97% 0.68% 0.60%
Number of salaries quoted 23 20 25
Median salary £80,000 £57,500 £66,500
Median salary % change year-on-year
+39.13% -13.53%
90% offered a salary of more than £66,500 £55,000 £24,000
10% offered a salary of more than £82,500 £72,750 £90,000
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 City of London region.

Miscellaneous Category
City of London
Permanent IT job ads with a match in the
Miscellaneous category
2377 3094 4504
As % of all permanent IT jobs located in the City of London 48.12% 44.87% 43.63%
Number of salaries quoted 2180 2683 3759
Median salary £60,000 £60,000 £55,000
Median salary % change year-on-year
- +9.09%
90% offered a salary of more than £35,000 £37,500 £35,000
10% offered a salary of more than £95,000 £82,500 £87,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Reference Data
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of 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 the City of London

Reference Data
Salary Trend in the City of London

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

Reference Data Salary Trend in the City of London

Reference Data
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Reference Data across the City of London region over the 3 months to 26 February 2017.

Reference Data Salary Histogram in the City of London

Reference Data
Top 30 Related IT Skills in the City of London

For the 6 months to 26 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 City of London region with a requirement for Reference Data.

1 43 (81.13%) SQL
2 26 (49.06%) Finance
3 18 (33.96%) Data Management
4 17 (32.08%) XML
5 16 (30.19%) Java
5 16 (30.19%) Banking
5 16 (30.19%) Data Quality
6 15 (28.30%) Analytical Skills
7 14 (26.42%) MiFID
7 14 (26.42%) FIX Protocol
7 14 (26.42%) Workflow
7 14 (26.42%) Business Analysis
7 14 (26.42%) Microsoft
8 13 (24.53%) Data Warehouse
9 12 (22.64%) Oracle
9 12 (22.64%) Metadata Management
10 11 (20.75%) MySQL
10 11 (20.75%) Data Modelling
11 10 (18.87%) ETL
11 10 (18.87%) Python
11 10 (18.87%) SQL Server
11 10 (18.87%) Degree
12 9 (16.98%) Scala
12 9 (16.98%) Data Analysis
13 8 (15.09%) Fixed Income
13 8 (15.09%) JavaScript
13 8 (15.09%) Computer Science
13 8 (15.09%) AngularJS
13 8 (15.09%) Data Lineage
14 7 (13.21%) Sybase

Reference Data
Top Related IT Skills in the City of 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:

Applications
1 3 (5.66%) Spreadsheet
Business Applications
1 3 (5.66%) Markit EDM
Cloud Services
1 1 (1.89%) GitHub
Database & Business Intelligence
1 13 (24.53%) Data Warehouse
2 11 (20.75%) MySQL
3 10 (18.87%) SQL Server
4 3 (5.66%) Big Data
4 3 (5.66%) NoSQL
4 3 (5.66%) Oracle Database
5 2 (3.77%) Hadoop
Development Applications
1 1 (1.89%) Jenkins
1 1 (1.89%) Maven
General
1 26 (49.06%) Finance
2 16 (30.19%) Banking
3 4 (7.55%) Retail
4 3 (5.66%) Front Office
4 3 (5.66%) Investment Banking
4 3 (5.66%) Law
4 3 (5.66%) Legal
5 2 (3.77%) Back Office
6 1 (1.89%) Financial Institution
6 1 (1.89%) Japanese Language
Job Titles
1 28 (52.83%) Analyst
2 16 (30.19%) Developer
3 14 (26.42%) Business Analyst
3 14 (26.42%) Data Analyst
4 11 (20.75%) Senior Developer
5 10 (18.87%) Java Developer
6 9 (16.98%) Senior Java Developer
7 8 (15.09%) FIX Analyst
7 8 (15.09%) FIX Business Analyst
8 7 (13.21%) SQL Developer
9 6 (11.32%) Finance Business Analyst
9 6 (11.32%) Financial Analyst
9 6 (11.32%) Financial Business Analyst
9 6 (11.32%) MiFID Business Analyst
9 6 (11.32%) Senior SQL Developer
9 6 (11.32%) XML Analyst
10 5 (9.43%) Scala Developer
11 4 (7.55%) Architect
11 4 (7.55%) Data Architect
12 3 (5.66%) Data Manager
Libraries, Frameworks & Software Standards
1 17 (32.08%) XML
2 14 (26.42%) FIX Protocol
3 8 (15.09%) AngularJS
4 6 (11.32%) HTML
4 6 (11.32%) HTML5
5 4 (7.55%) Hibernate
6 3 (5.66%) Java EE
6 3 (5.66%) JSON
6 3 (5.66%) JSON Schema
6 3 (5.66%) Spring
Miscellaneous
1 15 (28.30%) Analytical Skills
2 8 (15.09%) Computer Science
2 8 (15.09%) Fixed Income
3 6 (11.32%) Fintech
4 2 (3.77%) Derivative
4 2 (3.77%) Hedge funds
4 2 (3.77%) Market Risk
5 1 (1.89%) Credit Risk
5 1 (1.89%) Equities
5 1 (1.89%) Mainframe
Operating Systems
1 2 (3.77%) Linux
Processes & Methodologies
1 18 (33.96%) Data Management
2 14 (26.42%) Business Analysis
2 14 (26.42%) Workflow
3 12 (22.64%) Metadata Management
4 11 (20.75%) Data Modelling
5 10 (18.87%) ETL
6 9 (16.98%) Data Analysis
7 8 (15.09%) Data Lineage
8 6 (11.32%) Mathematics
8 6 (11.32%) Quality Management
8 6 (11.32%) SDLC
8 6 (11.32%) Web Development
9 5 (9.43%) Asset Management
10 4 (7.55%) Business Intelligence
10 4 (7.55%) Master Data Management
10 4 (7.55%) Migration
11 3 (5.66%) Biometrics
11 3 (5.66%) Enterprise Data Management
11 3 (5.66%) Regression Testing
11 3 (5.66%) Stakeholder Management
Programming Languages
1 43 (81.13%) SQL
2 16 (30.19%) Java
3 10 (18.87%) Python
4 9 (16.98%) Scala
5 8 (15.09%) JavaScript
6 3 (5.66%) C#
7 2 (3.77%) Perl
8 1 (1.89%) C++
Qualifications
1 10 (18.87%) Degree
Quality Assurance & Compliance
1 16 (30.19%) Data Quality
2 14 (26.42%) MiFID
3 6 (11.32%) QA
Vendors
1 14 (26.42%) Microsoft
2 12 (22.64%) Oracle
3 7 (13.21%) Sybase
4 6 (11.32%) GoldenSource
5 3 (5.66%) IBM
5 3 (5.66%) Informatica
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
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: 13 days ago