Period
to 20 June 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 20 June 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
20 Jun 2018
Same period 2017 Same period 2016
Rank 162 153 181
Rank change year-on-year -9 +28 -29
Contract jobs citing Data Mapping 40 8 24
As % of all contract IT jobs advertised in Scotland 0.76% 0.21% 0.44%
As % of the Processes & Methodologies category 0.89% 0.25% 0.51%
Number of daily rates quoted 31 2 14
Scotland median daily rate £375 £375 £450
Median daily rate % change year-on-year - -16.67% +28.57%
10th Percentile £313 £355 £302
90th Percentile £485 £395 £526
UK median daily rate £425 £425 £410
% change year-on-year - +3.66% +2.50%
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate £55.00 £21.50 £19.50
% change year-on-year +155.81% +10.28% -47.87%

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 4,509 3,233 4,712
As % of all contract IT jobs advertised in Scotland 85.54% 84.54% 85.75%
Number of daily rates quoted 2,710 1,891 2,637
Scotland median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - -
10th Percentile £261 £250 £235
90th Percentile £546 £513 £525
UK median daily rate £450 £438 £425
% change year-on-year +2.86% +2.94% +6.25%
Number of hourly rates quoted 89 73 91
Scotland median hourly rate £17.50 £26.00 £36.00
Median hourly rate % change year-on-year -32.69% -27.78% +20.00%
10th Percentile £10.56 £11.30 £11.25
90th Percentile £55.25 £47.08 £43.75
UK median hourly rate £21.50 £25.00 £25.00
% change year-on-year -14.00% - +17.37%

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 20 June 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 20 June 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 +9 38 £410 +9.33% 1
Glasgow -21 1 £470 -
Renfrewshire - 1 £313 -
Inverclyde - 1 £325 -
Data Mapping
UK

For the 6 months to 20 June 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 18 (45.00%) Finance
2 16 (40.00%) Agile Software Development
3 13 (32.50%) Stakeholder Management
4 11 (27.50%) SQL
4 11 (27.50%) Banking
5 9 (22.50%) XML
5 9 (22.50%) Data Analysis
6 8 (20.00%) Derivative
6 8 (20.00%) Migration
6 8 (20.00%) Fixed Income
6 8 (20.00%) Analytical Skills
7 7 (17.50%) User Stories
8 6 (15.00%) Data Quality
8 6 (15.00%) Business Analysis
8 6 (15.00%) Data Warehouse
9 5 (12.50%) Systems Analysis
9 5 (12.50%) Data Migration
9 5 (12.50%) Collaborative Working
10 4 (10.00%) ETL
11 3 (7.50%) SAS
11 3 (7.50%) Business Intelligence
11 3 (7.50%) MS Visio
11 3 (7.50%) Data Modelling
11 3 (7.50%) Retail Banking
11 3 (7.50%) Data Lineage
11 3 (7.50%) Test Planning
11 3 (7.50%) Target Operating Model
11 3 (7.50%) QA
11 3 (7.50%) Big Data
12 2 (5.00%) ATDD

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 3 (7.50%) SAS
2 2 (5.00%) Confluence
Applications
1 3 (7.50%) MS Visio
2 2 (5.00%) Microsoft Excel
3 1 (2.50%) Microsoft Office
3 1 (2.50%) Microsoft Project
Business Applications
1 2 (5.00%) Payment Gateway
2 1 (2.50%) HiPortfolio
2 1 (2.50%) MultiFonds
2 1 (2.50%) SAP SD
Database & Business Intelligence
1 6 (15.00%) Data Warehouse
2 3 (7.50%) Big Data
3 2 (5.00%) SAS Enterprise Guide
3 2 (5.00%) SQL Server Integration Services
4 1 (2.50%) Oracle Database
4 1 (2.50%) RDBMS
4 1 (2.50%) Relational Database
4 1 (2.50%) SAS Data Integration Studio
4 1 (2.50%) SQL Server
4 1 (2.50%) SQL Server 2012
Development Applications
1 2 (5.00%) JBehave
1 2 (5.00%) JIRA
1 2 (5.00%) JMeter
1 2 (5.00%) SoapUI
1 2 (5.00%) TeamCity
General
1 18 (45.00%) Finance
2 11 (27.50%) Banking
3 3 (7.50%) Retail Banking
4 2 (5.00%) Retail
5 1 (2.50%) Corporate Banking
Job Titles
1 33 (82.50%) Analyst
2 18 (45.00%) Business Analyst
3 10 (25.00%) Systems Analyst
4 4 (10.00%) Data Analyst
4 4 (10.00%) Senior Analyst
5 3 (7.50%) Migration Analyst
5 3 (7.50%) Senior Systems Analyst
5 3 (7.50%) SQL Analyst
5 3 (7.50%) XML Analyst
6 2 (5.00%) Data Business Analyst
6 2 (5.00%) Data Migration Analyst
6 2 (5.00%) Developer
6 2 (5.00%) GDPR Business Analyst
6 2 (5.00%) SAS Analyst
7 1 (2.50%) Business Systems Analyst
7 1 (2.50%) Logistics Manager
7 1 (2.50%) Oracle Analyst
7 1 (2.50%) Project Manager
7 1 (2.50%) Senior Business Systems Analyst
7 1 (2.50%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 9 (22.50%) XML
2 2 (5.00%) SOAP
2 2 (5.00%) Web Services
3 1 (2.50%) Middleware
Miscellaneous
1 8 (20.00%) Analytical Skills
1 8 (20.00%) Derivative
1 8 (20.00%) Fixed Income
2 2 (5.00%) Fintech
3 1 (2.50%) Credit Risk
3 1 (2.50%) Data Structures
3 1 (2.50%) Equities
3 1 (2.50%) FMCG
3 1 (2.50%) Foreign Exchange (FX)
3 1 (2.50%) Reference Data
Processes & Methodologies
1 16 (40.00%) Agile Software Development
2 13 (32.50%) Stakeholder Management
3 9 (22.50%) Data Analysis
4 8 (20.00%) Migration
5 7 (17.50%) User Stories
6 6 (15.00%) Business Analysis
7 5 (12.50%) Collaborative Working
7 5 (12.50%) Data Migration
7 5 (12.50%) Systems Analysis
8 4 (10.00%) ETL
9 3 (7.50%) Business Intelligence
9 3 (7.50%) Data Lineage
9 3 (7.50%) Data Modelling
9 3 (7.50%) Target Operating Model
9 3 (7.50%) Test Planning
10 2 (5.00%) ATDD
10 2 (5.00%) Data Protection
10 2 (5.00%) Identity Access Management
10 2 (5.00%) Multi-Factor Authentication
10 2 (5.00%) Threat Management
Programming Languages
1 11 (27.50%) SQL
2 1 (2.50%) T-SQL
Qualifications
1 1 (2.50%) Degree
Quality Assurance & Compliance
1 6 (15.00%) Data Quality
2 3 (7.50%) QA
3 2 (5.00%) GDPR
Vendors
1 2 (5.00%) Microsoft
2 1 (2.50%) Ab Initio
2 1 (2.50%) CODA
2 1 (2.50%) Oracle
2 1 (2.50%) SAP
2 1 (2.50%) TSYS