Period
to 11 December 2018

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 6 months to 11 December 2018 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
6 months to
11 Dec 2018
Same period 2017 Same period 2016
Rank 194 152 168
Rank change year-on-year -42 +16 +6
Contract jobs citing Data Mapping 7 35 15
As % of all contract IT jobs advertised in Scotland 0.13% 0.70% 0.36%
As % of the Processes & Methodologies category 0.15% 0.82% 0.42%
Number of daily rates quoted 5 22 9
Scotland median daily rate £450 £400 £475
Median daily rate % change year-on-year +12.50% -15.79% +19.50%
10th Percentile £369 £310 £450
90th Percentile £488 £473 £513
UK median daily rate £463 £450 £450
% change year-on-year +2.78% - +5.88%
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate £49.75 £35.75 £45.00
% change year-on-year +39.16% -20.56% -55.00%

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

All Process and Methodology Skills
Scotland
Contract vacancies with a requirement for process or methodology skills 4,591 4,281 3,544
As % of all contract IT jobs advertised in Scotland 87.80% 85.86% 85.25%
Number of daily rates quoted 2,482 2,449 2,059
Scotland median daily rate £400 £390 £363
Median daily rate % change year-on-year +2.56% +7.59% -3.33%
10th Percentile £246 £250 £245
90th Percentile £550 £538 £500
UK median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +2.41%
Number of hourly rates quoted 104 102 95
Scotland median hourly rate £23.50 £23.25 £21.00
Median hourly rate % change year-on-year +1.08% +10.71% +3.70%
10th Percentile £11.17 £11.25 £10.00
90th Percentile £44.11 £43.70 £45.55
UK median hourly rate £22.00 £24.00 £22.50
% change year-on-year -8.33% +6.67% +2.27%

Data Mapping
Job Vacancy Trend in Scotland

Job postings citing Data Mapping as a percentage of all IT jobs advertised in Scotland.

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 Daily Rate Histogram in Scotland

The daily rate distribution of IT jobs citing Data Mapping in Scotland over the 6 months to 11 December 2018.

Contractor daily rate histogram 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 6 months to 11 December 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -21 7 £450 +9.09% 2
Data Mapping
UK

For the 6 months to 11 December 2018, IT contractor jobs citing Data Mapping also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Scotland region with a requirement for Data Mapping.

1 5 (71.43%) Migration
1 5 (71.43%) Business Analysis
1 5 (71.43%) Data Migration
2 4 (57.14%) Workshop Facilitation
2 4 (57.14%) Finance
3 3 (42.86%) SQL
3 3 (42.86%) Stakeholder Management
3 3 (42.86%) Data Analysis
3 3 (42.86%) Stakeholder Engagement
4 2 (28.57%) Data Flow Diagram
4 2 (28.57%) Data Structures
4 2 (28.57%) Logical Data Model
4 2 (28.57%) Data Quality
4 2 (28.57%) Oracle Database
4 2 (28.57%) Data Protection
4 2 (28.57%) Oracle
4 2 (28.57%) Data Warehouse
4 2 (28.57%) Data Modelling
4 2 (28.57%) ETL
5 1 (14.29%) Microsoft Office
5 1 (14.29%) Validation
5 1 (14.29%) Change Management
5 1 (14.29%) Fixed Income
5 1 (14.29%) Agile Software Development
5 1 (14.29%) Banking
5 1 (14.29%) Derivative
5 1 (14.29%) Requirements Management
5 1 (14.29%) Wealth Management
5 1 (14.29%) Test Planning
5 1 (14.29%) Sonata

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 (14.29%) Microsoft Office
Business Applications
1 1 (14.29%) Sonata
Database & Business Intelligence
1 2 (28.57%) Data Warehouse
1 2 (28.57%) Oracle Database
General
1 4 (57.14%) Finance
2 1 (14.29%) Banking
Job Titles
1 6 (85.71%) Analyst
2 5 (71.43%) Data Migration Analyst
2 5 (71.43%) Migration Analyst
3 4 (57.14%) Business Analyst
4 3 (42.86%) Data Analyst
4 3 (42.86%) Data Business Analyst
4 3 (42.86%) Data Migration Business Analyst
5 1 (14.29%) Finance Business Analyst
5 1 (14.29%) Financial Analyst
5 1 (14.29%) Financial Business Analyst
5 1 (14.29%) Financial Services Business Analyst
5 1 (14.29%) Oracle Analyst
5 1 (14.29%) Service Analyst
5 1 (14.29%) SQL Analyst
5 1 (14.29%) SQL Data Analyst
Miscellaneous
1 2 (28.57%) Data Structures
2 1 (14.29%) Derivative
2 1 (14.29%) Fixed Income
Processes & Methodologies
1 5 (71.43%) Business Analysis
1 5 (71.43%) Data Migration
1 5 (71.43%) Migration
2 4 (57.14%) Workshop Facilitation
3 3 (42.86%) Data Analysis
3 3 (42.86%) Stakeholder Engagement
3 3 (42.86%) Stakeholder Management
4 2 (28.57%) Data Flow Diagram
4 2 (28.57%) Data Modelling
4 2 (28.57%) Data Protection
4 2 (28.57%) ETL
4 2 (28.57%) Logical Data Model
5 1 (14.29%) Agile Software Development
5 1 (14.29%) Business Process Analysis
5 1 (14.29%) Change Management
5 1 (14.29%) Collaborative Working
5 1 (14.29%) Requirements Management
5 1 (14.29%) Test Planning
5 1 (14.29%) Validation
5 1 (14.29%) Wealth Management
Programming Languages
1 3 (42.86%) SQL
Quality Assurance & Compliance
1 2 (28.57%) Data Quality
Vendors
1 2 (28.57%) Oracle