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 30 September 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
30 Sep 2016
Same period 2015 Same period 2014
Data Mapping
Rank 113 120 111
Rank change year-on-year
+7 -9
Contract jobs citing Data Mapping 9 16 19
As % of all contract IT jobs located in Scotland 0.41% 0.50% 0.69%
As % of the Processes & Methodologies category 0.51% 0.61% 0.89%
Number of daily rates quoted 6 9 12
Median daily rate £475 £373 £375
Median daily rate % change year-on-year
+27.34% -0.53%
90% offered a daily rate of more than £456 £279 £310
10% offered a daily rate of more than £500 £450 £650
UK excluding London median daily rate £450 £400 £400
% change year-on-year
+12.50% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £45.00 - £14.00
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
1778 2632 2146
As % of all contract IT jobs located in Scotland 81.67% 82.25% 77.84%
Number of daily rates quoted 1075 1384 1174
Median daily rate £375 £375 £375
90% offered a daily rate of more than £275 £255 £248
10% offered a daily rate of more than £475 £500 £500
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 45 53 40
Median hourly rate £38.50 £25.00 £32.50
Median hourly rate % change year-on-year
+54.00% -23.07%
90% offered a hourly rate of more than £11.98 £12.35 £12.00
10% offered a hourly rate of more than £47.25 £50.00 £135.00
UK excluding London median hourly rate £32.50 £34.00 £25.75
% change year-on-year
-4.41% +32.03%

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 30 September 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 +14 6 £475 +18.75%
Glasgow +8 2 - -
Data Mapping
UK

Data Mapping
Top 30 Related IT Skills in Scotland

For the 6 months to 30 September 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 15 (65.22%) Finance
2 14 (60.87%) Data Modelling
3 12 (52.17%) ETL
4 10 (43.48%) Data Architecture
5 9 (39.13%) Dimensional Modelling
6 8 (34.78%) Data Warehouse
7 7 (30.43%) Stakeholder Management
7 7 (30.43%) Banking
8 5 (21.74%) SQL
8 5 (21.74%) Teradata
9 4 (17.39%) Data Analysis
9 4 (17.39%) Software Testing
9 4 (17.39%) Retail
9 4 (17.39%) Law
9 4 (17.39%) SQL Server
10 3 (13.04%) Oracle
10 3 (13.04%) Enterprise Architecture
10 3 (13.04%) Relational Database
10 3 (13.04%) Analytical Skills
11 2 (8.70%) SDLC
11 2 (8.70%) Mentoring
11 2 (8.70%) Alteryx
11 2 (8.70%) KYC
11 2 (8.70%) Anti-Money Laundering
11 2 (8.70%) SEPA
11 2 (8.70%) Business Analysis
11 2 (8.70%) Investment Management
11 2 (8.70%) Talend Open Studio
11 2 (8.70%) Product Management
11 2 (8.70%) Talend

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 (8.70%) SAS
2 1 (4.35%) Oracle Workflow
Business Applications
1 1 (4.35%) Oracle EBS
1 1 (4.35%) Teamcenter
Database & Business Intelligence
1 8 (34.78%) Data Warehouse
2 4 (17.39%) SQL Server
3 3 (13.04%) Relational Database
4 2 (8.70%) MySQL
4 2 (8.70%) Snowflake Schema
4 2 (8.70%) SQL Server Integration Services
5 1 (4.35%) Data Mining
5 1 (4.35%) RDBMS
5 1 (4.35%) SQL Server Reporting Services
Development Applications
1 2 (8.70%) Talend Open Studio
General
1 15 (65.22%) Finance
2 7 (30.43%) Banking
3 4 (17.39%) Law
3 4 (17.39%) Retail
4 2 (8.70%) Retail Banking
5 1 (4.35%) German Language
Job Titles
1 10 (43.48%) Architect
1 10 (43.48%) Data Architect
2 8 (34.78%) Solutions Architect
3 6 (26.09%) Analyst
3 6 (26.09%) Data Warehouse Architect
4 4 (17.39%) Business Analyst
5 2 (8.70%) AML Business Analyst
5 2 (8.70%) Data Analyst
5 2 (8.70%) Developer
6 1 (4.35%) Analytics Consultant
6 1 (4.35%) Analytics Manager
6 1 (4.35%) Banking Analyst
6 1 (4.35%) Data Consultant
6 1 (4.35%) ETL Developer
6 1 (4.35%) Murex Specialist
6 1 (4.35%) SAS Consultant
6 1 (4.35%) SSRS Analyst
6 1 (4.35%) Technical Analyst
6 1 (4.35%) Technical Business Analyst
6 1 (4.35%) Transition Manager
Libraries, Frameworks & Software Standards
1 1 (4.35%) FreeMarker
1 1 (4.35%) Itk
1 1 (4.35%) XML
1 1 (4.35%) XSLT
Miscellaneous
1 3 (13.04%) Analytical Skills
2 2 (8.70%) Data Extraction
2 2 (8.70%) Data Integration
3 1 (4.35%) Credit Risk
Operating Systems
1 1 (4.35%) Unix
Processes & Methodologies
1 14 (60.87%) Data Modelling
2 12 (52.17%) ETL
3 10 (43.48%) Data Architecture
4 9 (39.13%) Dimensional Modelling
5 7 (30.43%) Stakeholder Management
6 4 (17.39%) Data Analysis
6 4 (17.39%) Software Testing
7 3 (13.04%) Enterprise Architecture
8 2 (8.70%) Anti-Money Laundering
8 2 (8.70%) Asset Management
8 2 (8.70%) Business Analysis
8 2 (8.70%) Business Intelligence
8 2 (8.70%) Data Analytics
8 2 (8.70%) GAP Analysis
8 2 (8.70%) Investment Management
8 2 (8.70%) Kimball Methodology
8 2 (8.70%) KYC
8 2 (8.70%) Migration
8 2 (8.70%) Product Management
8 2 (8.70%) Project Management
Programming Languages
1 5 (21.74%) SQL
2 1 (4.35%) AWK
2 1 (4.35%) Java
2 1 (4.35%) Korn
2 1 (4.35%) Perl
2 1 (4.35%) sed
2 1 (4.35%) Shell Script
2 1 (4.35%) Tcl
Quality Assurance & Compliance
1 2 (8.70%) SEPA
Vendors
1 5 (21.74%) Teradata
2 3 (13.04%) Oracle
3 2 (8.70%) Alteryx
3 2 (8.70%) MicroStrategy
3 2 (8.70%) Talend
4 1 (4.35%) Murex
4 1 (4.35%) SAP