Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies advertised in Edinburgh 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 18 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
Scotland > Edinburgh
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 111 112 115
Rank change year-on-year +1 +3 -9
Contract jobs citing Data Mapping 23 15 19
As % of all contract IT jobs advertised in Edinburgh 0.79% 0.70% 0.59%
As % of the Processes & Methodologies category 0.94% 0.83% 0.71%
Number of daily rates quoted 13 10 17
Edinburgh median daily rate £413 £475 £400
Median daily rate % change year-on-year -13.16% +18.75% -11.11%
10th Percentile £363 £453 £306
90th Percentile £485 £515 £475
Scotland median daily rate £400 £475 £375
% change year-on-year -15.79% +26.67% -4.76%
Number of hourly rates quoted 0 0 0
Edinburgh median hourly rate - - -
Scotland median hourly rate - - -

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 Edinburgh with a requirement for process or methodology skills.

All Process and Methodology Skills
Edinburgh
Contract vacancies with a requirement for process or methodology skills 2450 1813 2673
As % of all contract IT jobs advertised in Edinburgh 84.22% 84.09% 83.14%
Number of daily rates quoted 1431 1035 1385
Edinburgh median daily rate £400 £388 £388
Median daily rate % change year-on-year +3.23% - -3.13%
10th Percentile £263 £260 £263
90th Percentile £550 £525 £525
Scotland median daily rate £390 £360 £375
% change year-on-year +8.33% -4.00% -
Number of hourly rates quoted 18 26 21
Edinburgh median hourly rate £21.00 £19.75 £19.02
Median hourly rate % change year-on-year +6.33% +3.84% +20.61%
10th Percentile £11.22 £11.25 £12.00
90th Percentile £37.52 £46.69 £40.38
Scotland median hourly rate £25.00 £22.75 £25.61
% change year-on-year +9.89% -11.17% +17.75%

Data Mapping
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Data Mapping in Edinburgh

Data Mapping
Contractor Daily Rate Trend in Edinburgh

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

Contractor daily rate trend for Data Mapping in Edinburgh

Data Mapping
Contractor Daily Rate Histogram in Edinburgh

The daily rate distribution of IT jobs citing Data Mapping in Edinburgh over the 6 months to 18 November 2017.

Contractor daily rate histogram for Data Mapping in Edinburgh

For the 6 months to 18 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 Edinburgh region with a requirement for Data Mapping.

1 12 (52.17%) SQL
2 11 (47.83%) Agile Software Development
3 9 (39.13%) XML
4 8 (34.78%) Finance
4 8 (34.78%) Migration
5 7 (30.43%) Microsoft Office
5 7 (30.43%) User Stories
6 6 (26.09%) Data Analysis
7 5 (21.74%) Data Migration
7 5 (21.74%) Analytical Skills
7 5 (21.74%) Data Quality
7 5 (21.74%) Microsoft Project
7 5 (21.74%) GAP Analysis
7 5 (21.74%) Collaborative Working
8 4 (17.39%) Stakeholder Management
8 4 (17.39%) MS Visio
8 4 (17.39%) Data Modelling
8 4 (17.39%) Payment Gateway
8 4 (17.39%) Degree
8 4 (17.39%) Business Analysis
8 4 (17.39%) Requirements Analysis
9 3 (13.04%) Banking
9 3 (13.04%) Video Conferencing
9 3 (13.04%) Microsoft
9 3 (13.04%) Virtual Team
9 3 (13.04%) Skype
9 3 (13.04%) Sequence Diagram
10 2 (8.70%) ETL
10 2 (8.70%) XMLSpy
10 2 (8.70%) Project Management

Data Mapping
Co-occurring IT Skills in Edinburgh 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 7 (30.43%) Microsoft Office
2 5 (21.74%) Microsoft Project
3 4 (17.39%) MS Visio
Business Applications
1 4 (17.39%) Payment Gateway
Communications & Networking
1 3 (13.04%) Skype
Database & Business Intelligence
1 1 (4.35%) BusinessObjects
1 1 (4.35%) SQL Server
Development Applications
1 2 (8.70%) XMLSpy
General
1 8 (34.78%) Finance
2 3 (13.04%) Banking
3 2 (8.70%) Retail Banking
4 1 (4.35%) Manufacturing
Job Titles
1 17 (73.91%) Analyst
2 8 (34.78%) Business Analyst
3 5 (21.74%) Systems Analyst
4 3 (13.04%) Migration Analyst
5 2 (8.70%) Data Analyst
5 2 (8.70%) Data Migration Analyst
5 2 (8.70%) Designer
5 2 (8.70%) Project Manager
5 2 (8.70%) Senior Analyst
5 2 (8.70%) Senior Business Analyst
5 2 (8.70%) Solutions Analyst
5 2 (8.70%) Solutions Designer
6 1 (4.35%) Agile Business Analyst
6 1 (4.35%) Architect
6 1 (4.35%) Banking Analyst
6 1 (4.35%) Data Architect
6 1 (4.35%) Lead Business Analyst
6 1 (4.35%) Solutions Architect
6 1 (4.35%) Technical Analyst
6 1 (4.35%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 9 (39.13%) XML
2 1 (4.35%) REST
2 1 (4.35%) SOAP
Miscellaneous
1 5 (21.74%) Analytical Skills
2 3 (13.04%) Video Conferencing
2 3 (13.04%) Virtual Team
3 1 (4.35%) Data Structures
Processes & Methodologies
1 11 (47.83%) Agile Software Development
2 8 (34.78%) Migration
3 7 (30.43%) User Stories
4 6 (26.09%) Data Analysis
5 5 (21.74%) Collaborative Working
5 5 (21.74%) Data Migration
5 5 (21.74%) GAP Analysis
6 4 (17.39%) Business Analysis
6 4 (17.39%) Data Modelling
6 4 (17.39%) Requirements Analysis
6 4 (17.39%) Stakeholder Management
7 3 (13.04%) Sequence Diagram
8 2 (8.70%) ETL
8 2 (8.70%) Facilities Management
8 2 (8.70%) Project Management
8 2 (8.70%) Stakeholder Engagement
8 2 (8.70%) Time Management
9 1 (4.35%) Analytics
9 1 (4.35%) Data Governance
9 1 (4.35%) SOA
Programming Languages
1 12 (52.17%) SQL
Qualifications
1 4 (17.39%) Degree
Quality Assurance & Compliance
1 5 (21.74%) Data Quality
2 1 (4.35%) GDPR
Vendors
1 3 (13.04%) Microsoft
2 1 (4.35%) Ab Initio
2 1 (4.35%) Oracle
2 1 (4.35%) Teradata