The following table provides summary statistics for contract job vacancies advertised in Scotland with a requirement for Data Mapping skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Mapping over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Mapping
UK / Scotland
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 109 137 118
Rank change year-on-year +28 -19  
Contract jobs citing Data Mapping 8 14 17
As % of all contract IT jobs advertised in Scotland 0.36% 0.48% 0.58%
As % of the Processes & Methodologies category 0.44% 0.56% 0.71%
Number of daily rates quoted 1 9 13
Median daily rate £400 £475 £355
Median daily rate % change year-on-year -15.78% +33.80%  
UK excluding London median daily rate £416 £400 £350
% change year-on-year +4.06% +14.28%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £21.50 - £37.80

Data Mapping is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Scotland with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Scotland
Contract job vacancies with a requirement for process and methodology skills 1815 2515 2405
As % of all contract IT job vacancies advertised in Scotland 82.35% 85.49% 81.39%
Number of daily rates quoted 1022 1424 1231
Median daily rate £400 £375 £360
Median daily rate % change year-on-year +6.66% +4.16%  
90% offered a daily rate of more than £290 £247 £263
10% offered a daily rate of more than £550 £500 £475
UK excluding London median daily rate £415 £400 £385
% change year-on-year +3.75% +3.89%  
Number of hourly rates quoted 45 57 64
Median hourly rate £37.50 £36.75 £30.50
Median hourly rate % change year-on-year +2.04% +20.49%  
90% offered a hourly rate of more than £13.75 £13.50 £13.00
10% offered a hourly rate of more than £50.00 £43.00 £40.00
UK excluding London median hourly rate £34.75 £28.50 £30.00
% change year-on-year +21.92% -5.00%  

Data Mapping
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing Data Mapping as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Mapping in Scotland

Data Mapping
Contractor Daily Rate Trend in Scotland

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Mapping in Scotland.

Contractor daily rate trend for Data Mapping in Scotland

Data Mapping
Contractor Hourly Rate Trend in Scotland

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Mapping in Scotland.

Contractor hourly rate trend for Data Mapping in Scotland

Data Mapping
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Mapping within the Scotland region over the 3 months to 28 June 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +13 6 £400 -15.78%
Glasgow -3 1 - -
Stirling - 1 - -
Data Mapping
UK

For the 6 months to 28 June 2017, IT contractor jobs citing Data Mapping also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Scotland region with a requirement for Data Mapping.

1 6 (66.67%) Data Analysis
2 4 (44.44%) Business Analysis
3 3 (33.33%) Wealth Management
3 3 (33.33%) SQL
3 3 (33.33%) Data Modelling
4 2 (22.22%) Oracle
4 2 (22.22%) XMLSpy
4 2 (22.22%) Migration
4 2 (22.22%) Data Migration
5 1 (11.11%) Banking
5 1 (11.11%) Data Management
5 1 (11.11%) PL/SQL
5 1 (11.11%) Data Lineage
5 1 (11.11%) Customer Requirements
5 1 (11.11%) Remedy ITSM
5 1 (11.11%) QlikView
5 1 (11.11%) Use Case
5 1 (11.11%) Investment Management
5 1 (11.11%) BPMN
5 1 (11.11%) ETL Development
5 1 (11.11%) Qlik Sense
5 1 (11.11%) Front End Development
5 1 (11.11%) Data Validation
5 1 (11.11%) Visualisation
5 1 (11.11%) Data Quality
5 1 (11.11%) User Stories
5 1 (11.11%) Oracle Database
5 1 (11.11%) Data Structures
5 1 (11.11%) Stakeholder Management
5 1 (11.11%) Teradata

Data Mapping
Co-occurring IT Skills in Scotland 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 1 (11.11%) Microsoft Office
1 1 (11.11%) MS Visio
Business Applications
1 1 (11.11%) Remedy ITSM
Database & Business Intelligence
1 1 (11.11%) Oracle Database
1 1 (11.11%) Qlik Sense
1 1 (11.11%) QlikView
1 1 (11.11%) SQL Server
Development Applications
1 2 (22.22%) XMLSpy
General
1 1 (11.11%) Banking
Job Titles
1 7 (77.78%) Analyst
2 5 (55.56%) Business Analyst
3 4 (44.44%) Data Business Analyst
4 2 (22.22%) Data Migration Analyst
4 2 (22.22%) Data Migration Business Analyst
4 2 (22.22%) Migration Analyst
4 2 (22.22%) Wealth Management Business Analyst
5 1 (11.11%) Consultant
5 1 (11.11%) Developer
5 1 (11.11%) Informatica Developer
5 1 (11.11%) QlikView Developer
5 1 (11.11%) Remedy Consultant
5 1 (11.11%) Solutions Analyst
Miscellaneous
1 1 (11.11%) Data Structures
Processes & Methodologies
1 6 (66.67%) Data Analysis
2 4 (44.44%) Business Analysis
3 3 (33.33%) Data Modelling
3 3 (33.33%) Wealth Management
4 2 (22.22%) Data Migration
4 2 (22.22%) Migration
5 1 (11.11%) BPMN
5 1 (11.11%) Customer Requirements
5 1 (11.11%) Data Lineage
5 1 (11.11%) Data Management
5 1 (11.11%) Data Validation
5 1 (11.11%) ETL
5 1 (11.11%) ETL Development
5 1 (11.11%) Front End Development
5 1 (11.11%) Investment Management
5 1 (11.11%) Requirements Analysis
5 1 (11.11%) Stakeholder Management
5 1 (11.11%) Use Case
5 1 (11.11%) User Stories
5 1 (11.11%) Visualisation
Programming Languages
1 3 (33.33%) SQL
2 1 (11.11%) PL/SQL
Quality Assurance & Compliance
1 1 (11.11%) Data Quality
Vendors
1 2 (22.22%) Oracle
2 1 (11.11%) BMC
2 1 (11.11%) Informatica
2 1 (11.11%) Microsoft
2 1 (11.11%) Remedy
2 1 (11.11%) Teradata