The table below looks at the prevalence of the term Reference Data in IT jobs advertised for the Scotland region. Included is a guide to the average salaries offered in IT jobs that have cited Reference Data over the 3 months to 24 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
24 Oct 2014
Same period 2013 Same period 2012
Reference Data
Rank 157 150 145
Rank change year-on-year
-7 -5
Permanent jobs citing Reference Data 9 10 5
As % of all permanent IT jobs located in Scotland 0.27% 0.32% 0.16%
As % of the Miscellaneous category 0.79% 0.87% 0.50%
Number of salaries quoted 5 6 3
Average salary £35,000 £33,750 £45,000
Average salary % change year-on-year
+3.70% -25.00%
UK excluding London average salary £45,000 £35,000 £50,000
% change year-on-year
+28.57% -30.00%
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 Scotland region.

Miscellaneous Category
Scotland
Permanent IT job ads with a match in the
Miscellaneous category
1135 1154 998
As % of all permanent IT jobs located in Scotland 34.09% 36.67% 32.35%
Number of salaries quoted 722 754 617
Average salary £40,000 £42,500 £40,000
Average salary % change year-on-year
-5.88% +6.25%
90% offered a salary of more than £30,000 £27,500 £26,250
10% offered a salary of more than £60,000 £60,000 £62,500
UK excluding London average salary £40,000 £40,000 £38,500
% change year-on-year
- +3.89%

Reference Data
Jobs Demand Trend in Scotland

This chart provides a 3-month moving total of permanent IT jobs citing Reference Data across the Scotland region as a proportion of the total demand within the Miscellaneous category.

Reference Data Jobs Demand Trend in Scotland

Reference Data
Salary Trend in Scotland

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

Reference Data Salary Trend in Scotland

Reference Data
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Reference Data across the Scotland region over the 3 months to 24 October 2014.

Reference Data Salary Histogram in Scotland

Reference Data
Job Locations in Scotland

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Reference Data within the Scotland region over the 3 months to 24 October 2014. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh - 4 £32,500 -
Stirling -23 3 - -
Glasgow -5 2 £47,500 +39.70%
Reference Data
UK

Reference Data
Top 30 Related IT Skills in Scotland

For the 6 months to 24 October 2014, IT jobs across the Scotland region citing Reference Data also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Reference Data.

1 13 (72.22%) Finance
2 11 (61.11%) SQL
3 8 (44.44%) Banking
3 8 (44.44%) Analytical Skills
4 7 (38.89%) Data Warehouse
5 6 (33.33%) Linux
5 6 (33.33%) Oracle
5 6 (33.33%) UNIX
5 6 (33.33%) Relational Database
5 6 (33.33%) Data Management
5 6 (33.33%) User Acceptance Testing
6 5 (27.78%) Performance Tuning
6 5 (27.78%) Sybase
6 5 (27.78%) Disaster Recovery
7 4 (22.22%) Oracle EBS
7 4 (22.22%) Risk Management
7 4 (22.22%) Stakeholder Management
7 4 (22.22%) Fixed Income
7 4 (22.22%) Validation
7 4 (22.22%) Equities
7 4 (22.22%) Bloomberg
7 4 (22.22%) Project Management
7 4 (22.22%) SAS
7 4 (22.22%) RDBMS
7 4 (22.22%) Derivative
7 4 (22.22%) Degree
8 3 (16.67%) Computer Science
8 3 (16.67%) Oracle RAC
8 3 (16.67%) Oracle Database 11g
8 3 (16.67%) Performance Management

Reference Data
Top Related IT Skills in Scotland by Category

For the 6 months to 24 October 2014, IT jobs across the Scotland region citing Reference Data also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Reference Data. Up to 20 skills are shown per category.

Application Platforms
1 4 (22.22%) SAS
2 1 (5.56%) SharePoint
Applications
1 3 (16.67%) MS Office
1 3 (16.67%) MS Excel
2 2 (11.11%) MS Visio
2 2 (11.11%) MS PowerPoint
3 1 (5.56%) SPSS
Business Applications
1 4 (22.22%) Oracle EBS
2 2 (11.11%) MultiFonds
2 2 (11.11%) PolarLake
Database & Business Intelligence
1 7 (38.89%) Data Warehouse
2 6 (33.33%) Relational Database
3 4 (22.22%) RDBMS
4 3 (16.67%) Oracle Database 10g
4 3 (16.67%) OLTP
4 3 (16.67%) Oracle Database 11g
4 3 (16.67%) Oracle Database
5 2 (11.11%) Big Data
6 1 (5.56%) SQL Server Analysis Services
6 1 (5.56%) SAP HANA
6 1 (5.56%) SQL Server
6 1 (5.56%) DB2
6 1 (5.56%) OLAP
6 1 (5.56%) SAP BW
6 1 (5.56%) SQL Server Reporting Services
6 1 (5.56%) SQL Server Integration Services
6 1 (5.56%) Oracle OLAP
Development Applications
1 1 (5.56%) Toad
1 1 (5.56%) ERwin
1 1 (5.56%) JIRA
1 1 (5.56%) Git (software)
1 1 (5.56%) Jenkins
General
1 13 (72.22%) Finance
2 8 (44.44%) Banking
3 3 (16.67%) Investment Banking
4 2 (11.11%) Legal
4 2 (11.11%) Front Office
5 1 (5.56%) Back Office
Job Titles
1 8 (44.44%) Analyst
2 3 (16.67%) Project Manager
2 3 (16.67%) Business Analyst
2 3 (16.67%) DBA
2 3 (16.67%) Administrator
2 3 (16.67%) Data Analyst
2 3 (16.67%) Oracle DBA
3 2 (11.11%) Business Project Manager
3 2 (11.11%) Business Manager
3 2 (11.11%) Senior Project Manager
3 2 (11.11%) Senior Analyst
3 2 (11.11%) Development Manager
3 2 (11.11%) Senior Manager
3 2 (11.11%) Support Analyst
3 2 (11.11%) Senior Business Analyst
3 2 (11.11%) Senior Business Manager
4 1 (5.56%) Investment Banking Business Analyst
4 1 (5.56%) IT Support
4 1 (5.56%) Architect
4 1 (5.56%) Developer
Miscellaneous
1 8 (44.44%) Analytical Skills
2 4 (22.22%) Fixed Income
2 4 (22.22%) Equities
2 4 (22.22%) Derivative
3 3 (16.67%) Algorithms
3 3 (16.67%) Computer Science
4 2 (11.11%) Management Information System
4 2 (11.11%) Statistics
4 2 (11.11%) Credit Derivative
4 2 (11.11%) Client/Server
5 1 (5.56%) Foreign Exchange (FX)
5 1 (5.56%) Grid Computing
5 1 (5.56%) Social Media
5 1 (5.56%) User Experience
Operating Systems
1 6 (33.33%) UNIX
1 6 (33.33%) Linux
2 2 (11.11%) Solaris
Processes & Methodologies
1 6 (33.33%) Data Management
1 6 (33.33%) User Acceptance Testing
2 5 (27.78%) Disaster Recovery
2 5 (27.78%) Performance Tuning
3 4 (22.22%) Risk Management
3 4 (22.22%) Validation
3 4 (22.22%) Stakeholder Management
3 4 (22.22%) Project Management
4 3 (16.67%) CRM
4 3 (16.67%) Data Modelling
4 3 (16.67%) Agile Software Development
4 3 (16.67%) Business Analysis
4 3 (16.67%) Performance Management
4 3 (16.67%) Database Tuning
4 3 (16.67%) Data Reconciliation
4 3 (16.67%) Database Security
5 2 (11.11%) Line Management
5 2 (11.11%) Waterfall
5 2 (11.11%) Test Strategy
5 2 (11.11%) Analytics
Programming Languages
1 11 (61.11%) SQL
2 3 (16.67%) Java
2 3 (16.67%) Perl
2 3 (16.67%) PL/SQL
3 2 (11.11%) C#
3 2 (11.11%) C++
3 2 (11.11%) Shell Script
Qualifications
1 4 (22.22%) Degree
Quality Assurance & Compliance
1 3 (16.67%) Sarbanes-Oxley
1 3 (16.67%) Data Quality
2 1 (5.56%) MiFID
System Software
1 3 (16.67%) Oracle RAC
Vendors
1 6 (33.33%) Oracle
2 5 (27.78%) Sybase
3 4 (22.22%) Bloomberg
4 3 (16.67%) PeopleSoft
5 2 (11.11%) Reuters
6 1 (5.56%) Teradata
6 1 (5.56%) Wall Street Systems
6 1 (5.56%) SAP
6 1 (5.56%) Cognos
6 1 (5.56%) Informatica