The table below looks at the statistics for Data Mapping skills in IT contracts advertised for the Scotland region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Mapping over the 3 months to 2 December 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
2 Dec 2016
Same period 2015 Same period 2014
Data Mapping
Rank 117 114 103
Rank change year-on-year
-3 -11
Contract jobs citing Data Mapping 1 21 25
As % of all contract IT jobs located in Scotland 0.050% 0.72% 0.88%
As % of the Processes & Methodologies category 0.062% 0.91% 1.14%
Number of daily rates quoted 0 11 14
Median daily rate - £423 £425
Median daily rate % change year-on-year
- -0.47%
UK excluding London median daily rate £425 £400 £388
% change year-on-year
+6.25% +3.22%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - £41.00
Data Mapping
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Contract IT job ads with a match in the
Processes & Methodologies category
1620 2306 2186
As % of all contract IT jobs located in Scotland 80.48% 79.16% 76.89%
Number of daily rates quoted 952 1222 1220
Median daily rate £375 £370 £380
Median daily rate % change year-on-year
+1.35% -2.63%
90% offered a daily rate of more than £275 £250 £263
10% offered a daily rate of more than £500 £500 £525
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 38 39 25
Median hourly rate £38.00 £40.00 £35.00
Median hourly rate % change year-on-year
-5.00% +14.28%
90% offered a hourly rate of more than £14.49 £12.35 £17.50
10% offered a hourly rate of more than £45.00 £47.00 £50.00
UK excluding London median hourly rate £30.00 £34.95 £25.00
% change year-on-year
-14.16% +39.80%

Data Mapping
Jobs Demand Trend in Scotland

The demand trend of contract jobs across the Scotland region citing Data Mapping as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Mapping Jobs Demand Trend in Scotland

Data Mapping
Daily Rate Trend in Scotland

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

Data Mapping Daily Rate Trend in Scotland

Data Mapping
Hourly Rate Trend in Scotland

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Mapping across the Scotland region.

Data Mapping Hourly Rate Trend 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 3 months to 2 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +10 1 - -
Data Mapping
UK

Data Mapping
Top 30 Related IT Skills in Scotland

For the 6 months to 2 December 2016, 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 10 (55.56%) Data Modelling
1 10 (55.56%) Finance
2 9 (50.00%) ETL
3 7 (38.89%) Stakeholder Management
3 7 (38.89%) Banking
4 6 (33.33%) Dimensional Modelling
4 6 (33.33%) Data Architecture
4 6 (33.33%) Data Warehouse
5 4 (22.22%) SQL
5 4 (22.22%) Retail
5 4 (22.22%) Teradata
6 3 (16.67%) Data Analysis
6 3 (16.67%) Enterprise Architecture
6 3 (16.67%) Analytical Skills
6 3 (16.67%) Oracle
6 3 (16.67%) SQL Server
7 2 (11.11%) Project Management
7 2 (11.11%) Law
7 2 (11.11%) GAP Analysis
7 2 (11.11%) MySQL
7 2 (11.11%) SAS
7 2 (11.11%) Business Intelligence
7 2 (11.11%) Snowflake Schema
7 2 (11.11%) MicroStrategy
7 2 (11.11%) Relational Database
7 2 (11.11%) Mentoring
7 2 (11.11%) Kimball Methodology
7 2 (11.11%) Analytics
7 2 (11.11%) Alteryx
7 2 (11.11%) Talend Open Studio

Data Mapping
Top Related 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 (11.11%) SAS
2 1 (5.56%) Oracle Workflow
Business Applications
1 1 (5.56%) Oracle EBS
1 1 (5.56%) Teamcenter
Database & Business Intelligence
1 6 (33.33%) Data Warehouse
2 3 (16.67%) SQL Server
3 2 (11.11%) MySQL
3 2 (11.11%) Relational Database
3 2 (11.11%) Snowflake Schema
3 2 (11.11%) SQL Server Integration Services
4 1 (5.56%) Data Mining
4 1 (5.56%) SQL Server Reporting Services
Development Applications
1 2 (11.11%) Talend Open Studio
General
1 10 (55.56%) Finance
2 7 (38.89%) Banking
3 4 (22.22%) Retail
4 2 (11.11%) Law
4 2 (11.11%) Retail Banking
5 1 (5.56%) German Language
Job Titles
1 6 (33.33%) Analyst
1 6 (33.33%) Architect
1 6 (33.33%) Data Architect
2 5 (27.78%) Solutions Architect
3 3 (16.67%) Business Analyst
3 3 (16.67%) Data Analyst
3 3 (16.67%) Data Warehouse Architect
4 2 (11.11%) AML Business Analyst
4 2 (11.11%) Banking Analyst
4 2 (11.11%) Developer
5 1 (5.56%) Analytics Consultant
5 1 (5.56%) Analytics Manager
5 1 (5.56%) Consultant
5 1 (5.56%) ETL Tester
5 1 (5.56%) SQL Analyst
5 1 (5.56%) SQL Data Analyst
5 1 (5.56%) SSRS Analyst
5 1 (5.56%) Systems Analyst
5 1 (5.56%) Tester
5 1 (5.56%) Transition Project Manager
Libraries, Frameworks & Software Standards
1 1 (5.56%) Itk
Miscellaneous
1 3 (16.67%) Analytical Skills
2 2 (11.11%) Data Extraction
2 2 (11.11%) Data Integration
Processes & Methodologies
1 10 (55.56%) Data Modelling
2 9 (50.00%) ETL
3 7 (38.89%) Stakeholder Management
4 6 (33.33%) Data Architecture
4 6 (33.33%) Dimensional Modelling
5 3 (16.67%) Data Analysis
5 3 (16.67%) Enterprise Architecture
6 2 (11.11%) Analytics
6 2 (11.11%) Anti-Money Laundering
6 2 (11.11%) Asset Management
6 2 (11.11%) Business Analysis
6 2 (11.11%) Business Intelligence
6 2 (11.11%) Data Analytics
6 2 (11.11%) GAP Analysis
6 2 (11.11%) Investment Management
6 2 (11.11%) Kimball Methodology
6 2 (11.11%) KYC
6 2 (11.11%) Mentoring
6 2 (11.11%) Project Management
6 2 (11.11%) Software Testing
Programming Languages
1 4 (22.22%) SQL
2 1 (5.56%) Tcl
Quality Assurance & Compliance
1 2 (11.11%) SEPA
2 1 (5.56%) Disclosure Scotland
Vendors
1 4 (22.22%) Teradata
2 3 (16.67%) Oracle
3 2 (11.11%) Alteryx
3 2 (11.11%) MicroStrategy
3 2 (11.11%) Talend
4 1 (5.56%) SAP