Period
to 26 September 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 26 September 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
26 Sep 2018
Same period 2017 Same period 2016
Rank 179 160 182
Rank change year-on-year -19 +22 -9
Contract jobs citing Data Mapping 24 29 24
As % of all contract IT jobs advertised in Scotland 0.44% 0.61% 0.47%
As % of the Processes & Methodologies category 0.51% 0.71% 0.54%
Number of daily rates quoted 17 15 15
Scotland median daily rate £450 £400 £475
Median daily rate % change year-on-year +12.50% -15.79% +35.71%
10th Percentile £346 £313 £365
90th Percentile £488 £468 £528
UK median daily rate £450 £425 £425
% change year-on-year +5.88% - +3.34%
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate £56.25 £22.00 £45.00
% change year-on-year +155.68% -51.11% +19.05%

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 4,721 4,073 4,406
As % of all contract IT jobs advertised in Scotland 87.31% 85.01% 85.89%
Number of daily rates quoted 2,611 2,300 2,562
Scotland median daily rate £400 £388 £360
Median daily rate % change year-on-year +3.23% +7.64% -4.00%
10th Percentile £255 £256 £238
90th Percentile £550 £530 £488
UK median daily rate £450 £450 £425
% change year-on-year - +5.88% +4.94%
Number of hourly rates quoted 106 104 109
Scotland median hourly rate £24.78 £26.13 £34.00
Median hourly rate % change year-on-year -5.17% -23.16% +65.85%
10th Percentile £10.88 £13.00 £10.00
90th Percentile £47.56 £43.75 £43.00
UK median hourly rate £20.50 £24.00 £22.50
% change year-on-year -14.58% +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 26 September 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 26 September 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 -6 24 £450 +9.09%
Data Mapping
UK

For the 6 months to 26 September 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 10 (41.67%) Finance
2 9 (37.50%) Fixed Income
2 9 (37.50%) Derivative
3 8 (33.33%) Migration
4 7 (29.17%) Data Migration
4 7 (29.17%) Business Analysis
5 5 (20.83%) Collaborative Working
5 5 (20.83%) Data Quality
5 5 (20.83%) Data Analysis
5 5 (20.83%) Stakeholder Management
5 5 (20.83%) SQL
6 4 (16.67%) Data Modelling
6 4 (16.67%) Agile Software Development
6 4 (16.67%) Banking
6 4 (16.67%) Test Planning
7 3 (12.50%) Analytical Skills
7 3 (12.50%) Target Operating Model
7 3 (12.50%) Stakeholder Engagement
7 3 (12.50%) ETL
8 2 (8.33%) SAS
8 2 (8.33%) Microsoft
8 2 (8.33%) Oracle
8 2 (8.33%) XML
8 2 (8.33%) Microsoft Excel
8 2 (8.33%) Data Warehouse
8 2 (8.33%) MS Visio
8 2 (8.33%) User Stories
8 2 (8.33%) Oracle Database
8 2 (8.33%) Data Protection
8 2 (8.33%) QA

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:

Application Platforms
1 2 (8.33%) SAS
Applications
1 2 (8.33%) Microsoft Excel
1 2 (8.33%) MS Visio
2 1 (4.17%) Microsoft Office
Business Applications
1 1 (4.17%) HiPortfolio
1 1 (4.17%) MultiFonds
1 1 (4.17%) Payment Gateway
1 1 (4.17%) SAP SD
1 1 (4.17%) Sonata
Database & Business Intelligence
1 2 (8.33%) Data Warehouse
1 2 (8.33%) Oracle Database
2 1 (4.17%) SAS Data Integration Studio
2 1 (4.17%) SAS Enterprise Guide
General
1 10 (41.67%) Finance
2 4 (16.67%) Banking
Job Titles
1 18 (75.00%) Analyst
2 11 (45.83%) Business Analyst
3 6 (25.00%) Migration Analyst
4 5 (20.83%) Data Analyst
4 5 (20.83%) Data Migration Analyst
5 3 (12.50%) Data Business Analyst
5 3 (12.50%) Data Migration Business Analyst
5 3 (12.50%) Systems Analyst
6 1 (4.17%) Data Manager
6 1 (4.17%) Developer
6 1 (4.17%) Finance Business Analyst
6 1 (4.17%) Financial Business Analyst
6 1 (4.17%) Programmer
6 1 (4.17%) Project Manager
6 1 (4.17%) SAS Analyst
6 1 (4.17%) SAS Developer
6 1 (4.17%) SAS Programmer
6 1 (4.17%) Service Analyst
6 1 (4.17%) SQL Analyst
6 1 (4.17%) XML Analyst
Libraries, Frameworks & Software Standards
1 2 (8.33%) XML
2 1 (4.17%) Middleware
Miscellaneous
1 9 (37.50%) Derivative
1 9 (37.50%) Fixed Income
2 3 (12.50%) Analytical Skills
3 2 (8.33%) Data Structures
4 1 (4.17%) Equities
4 1 (4.17%) Fintech
4 1 (4.17%) FMCG
4 1 (4.17%) Foreign Exchange (FX)
Processes & Methodologies
1 8 (33.33%) Migration
2 7 (29.17%) Business Analysis
2 7 (29.17%) Data Migration
3 5 (20.83%) Collaborative Working
3 5 (20.83%) Data Analysis
3 5 (20.83%) Stakeholder Management
4 4 (16.67%) Agile Software Development
4 4 (16.67%) Data Modelling
4 4 (16.67%) Test Planning
5 3 (12.50%) ETL
5 3 (12.50%) Stakeholder Engagement
5 3 (12.50%) Target Operating Model
6 2 (8.33%) Data Flow Diagram
6 2 (8.33%) Data Lineage
6 2 (8.33%) Data Protection
6 2 (8.33%) Logical Data Model
6 2 (8.33%) User Stories
7 1 (4.17%) Data Governance
7 1 (4.17%) Data Integration
7 1 (4.17%) Fund Accounting
Programming Languages
1 5 (20.83%) SQL
Quality Assurance & Compliance
1 5 (20.83%) Data Quality
2 2 (8.33%) QA
Vendors
1 2 (8.33%) Microsoft
1 2 (8.33%) Oracle
2 1 (4.17%) Ab Initio
2 1 (4.17%) SAP