Period
to 24 November 2017

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 24 November 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
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 149 165 171
Rank change year-on-year +16 +6 -22
Contract jobs citing Data Mapping 32 19 33
As % of all contract IT jobs advertised in Scotland 0.64% 0.44% 0.53%
As % of the Processes & Methodologies category 0.75% 0.53% 0.65%
Number of daily rates quoted 19 12 21
Scotland median daily rate £400 £475 £375
Median daily rate % change year-on-year -15.79% +26.67% -3.23%
10th Percentile £312 £425 £295
90th Percentile £478 £513 £475
UK median daily rate £450 £450 £425
% change year-on-year - +5.88% +0.59%
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate £35.75 £45.00 £55.50
% change year-on-year -20.56% -18.92% +270.00%

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 4239 3603 5106
As % of all contract IT jobs advertised in Scotland 84.14% 83.52% 82.25%
Number of daily rates quoted 2424 2113 2669
Scotland median daily rate £390 £360 £375
Median daily rate % change year-on-year +8.33% -4.00% -
10th Percentile £250 £250 £250
90th Percentile £538 £488 £500
UK median daily rate £450 £425 £415
% change year-on-year +5.88% +2.41% +3.75%
Number of hourly rates quoted 102 88 103
Scotland median hourly rate £24.50 £21.00 £25.00
Median hourly rate % change year-on-year +16.67% -16.00% +11.11%
10th Percentile £13.00 £10.70 £12.35
90th Percentile £44.95 £43.00 £47.00
UK median hourly rate £23.75 £23.72 £22.50
% change year-on-year +0.15% +5.40% +18.42%

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 24 November 2017.

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 24 November 2017. 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 -4 22 £413 -13.16%
Glasgow -8 4 £400 +39.13%
Inverclyde - 4 £325 -
South Ayrshire - 1 £225 -
Stirling - 1 - -
Data Mapping
UK

For the 6 months to 24 November 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 18 (56.25%) Agile Software Development
2 16 (50.00%) SQL
3 11 (34.38%) Migration
4 10 (31.25%) Finance
4 10 (31.25%) Data Analysis
4 10 (31.25%) User Stories
5 9 (28.13%) Data Modelling
5 9 (28.13%) XML
6 8 (25.00%) Business Analysis
6 8 (25.00%) Data Migration
7 7 (21.88%) Waterfall
7 7 (21.88%) Data Quality
7 7 (21.88%) Analytical Skills
7 7 (21.88%) Microsoft Office
7 7 (21.88%) ETL
8 6 (18.75%) Degree
8 6 (18.75%) Requirements Analysis
8 6 (18.75%) Stakeholder Management
9 5 (15.63%) GAP Analysis
9 5 (15.63%) SQL Server
9 5 (15.63%) Microsoft Project
9 5 (15.63%) Collaborative Working
10 4 (12.50%) Salesforce.com CRM
10 4 (12.50%) Payment Gateway
10 4 (12.50%) SQL Server 2012
10 4 (12.50%) Kimball Methodology
10 4 (12.50%) Relational Database
10 4 (12.50%) Business Process Mapping
10 4 (12.50%) Logical Data Model
10 4 (12.50%) Physical Data Model

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 4 (12.50%) Confluence
Applications
1 7 (21.88%) Microsoft Office
2 5 (15.63%) Microsoft Project
3 4 (12.50%) MS Visio
Business Applications
1 4 (12.50%) Payment Gateway
1 4 (12.50%) Salesforce.com CRM
Communications & Networking
1 3 (9.38%) Skype
Database & Business Intelligence
1 5 (15.63%) SQL Server
2 4 (12.50%) Data Warehouse
2 4 (12.50%) RDBMS
2 4 (12.50%) Relational Database
2 4 (12.50%) SQL Server 2012
3 1 (3.13%) BusinessObjects
3 1 (3.13%) Oracle Database
3 1 (3.13%) Oracle Reports
3 1 (3.13%) Qlik Sense
3 1 (3.13%) QlikView
3 1 (3.13%) SQL Server Integration Services
Development Applications
1 4 (12.50%) JIRA
2 2 (6.25%) XMLSpy
3 1 (3.13%) Oracle Forms
General
1 10 (31.25%) Finance
2 3 (9.38%) Banking
3 2 (6.25%) Retail Banking
4 1 (3.13%) Manufacturing
Job Titles
1 25 (78.13%) Analyst
2 11 (34.38%) Business Analyst
3 6 (18.75%) Data Analyst
3 6 (18.75%) Systems Analyst
4 3 (9.38%) Salesforce Analyst
4 3 (9.38%) Salesforce Business Analyst
5 2 (6.25%) Data Warehouse Analyst
5 2 (6.25%) Designer
5 2 (6.25%) Migration Analyst
5 2 (6.25%) Project Manager
5 2 (6.25%) Senior Analyst
5 2 (6.25%) Senior Business Analyst
5 2 (6.25%) Solutions Analyst
5 2 (6.25%) Solutions Designer
6 1 (3.13%) Architect
6 1 (3.13%) Data Architect
6 1 (3.13%) Developer
6 1 (3.13%) Lead Business Analyst
6 1 (3.13%) Solutions Architect
6 1 (3.13%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 9 (28.13%) XML
2 1 (3.13%) REST
2 1 (3.13%) SOAP
Miscellaneous
1 7 (21.88%) Analytical Skills
2 3 (9.38%) Video Conferencing
2 3 (9.38%) Virtual Team
3 1 (3.13%) Data Structures
3 1 (3.13%) Reference Data
Processes & Methodologies
1 18 (56.25%) Agile Software Development
2 11 (34.38%) Migration
3 10 (31.25%) Data Analysis
3 10 (31.25%) User Stories
4 9 (28.13%) Data Modelling
5 8 (25.00%) Business Analysis
5 8 (25.00%) Data Migration
6 7 (21.88%) ETL
6 7 (21.88%) Waterfall
7 6 (18.75%) Requirements Analysis
7 6 (18.75%) Stakeholder Management
8 5 (15.63%) Collaborative Working
8 5 (15.63%) GAP Analysis
9 4 (12.50%) Business Process Mapping
9 4 (12.50%) Information Management
9 4 (12.50%) Kimball Methodology
9 4 (12.50%) Logical Data Model
9 4 (12.50%) Physical Data Model
9 4 (12.50%) Project Management
9 4 (12.50%) Systems Analysis
Programming Languages
1 16 (50.00%) SQL
2 4 (12.50%) T-SQL
3 1 (3.13%) PL/SQL
Qualifications
1 6 (18.75%) Degree
2 2 (6.25%) ISEB
Quality Assurance & Compliance
1 7 (21.88%) Data Quality
2 1 (3.13%) Disclosure Scotland
2 1 (3.13%) GDPR
Vendors
1 4 (12.50%) Salesforce.com
2 3 (9.38%) Microsoft
2 3 (9.38%) Oracle
3 2 (6.25%) Cognos
4 1 (3.13%) Ab Initio
4 1 (3.13%) Informatica
4 1 (3.13%) Teradata