The table below looks at the statistics for Data Mapping skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Data Mapping over the 3 months to 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Data Mapping
UK / Scotland
Rank 130 158 147
Rank change year-on-year
+28 -11
Permanent jobs citing Data Mapping 8 1 16
As % of all permanent IT jobs located in Scotland 0.35% 0.034% 0.51%
As % of the Processes & Methodologies category 0.39% 0.038% 0.58%
Number of salaries quoted 6 0 6
Median salary £71,500 - £42,500
UK excluding London median salary £45,000 £52,500 £53,500
% change year-on-year
-14.28% -1.86%

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

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2056 2636 2770
As % of all permanent IT jobs located in Scotland 90.37% 90.87% 88.53%
Number of salaries quoted 1338 1672 1731
Median salary £45,000 £45,500 £44,000
Median salary % change year-on-year
-1.09% +3.40%
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £65,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Mapping
Jobs Demand Trend in Scotland

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

Data Mapping Jobs Demand Trend in Scotland

Data Mapping
Salary Trend in Scotland

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

Data Mapping Salary Trend in Scotland

Data Mapping
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mapping within the Scotland region over the 3 months to 27 February 2017. 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 Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +5 6 £71,500 -
Glasgow - 2 - -
Data Mapping
UK

Data Mapping
Top 30 Related IT Skills in Scotland

For the 6 months to 27 February 2017, IT 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 job ads across the Scotland region with a requirement for Data Mapping.

1 8 (72.73%) Finance
1 8 (72.73%) Data Management
2 7 (63.64%) Relational Database
2 7 (63.64%) Data Warehouse
2 7 (63.64%) Data Modelling
2 7 (63.64%) Business Intelligence
2 7 (63.64%) Data Integration
3 6 (54.55%) Data Architecture
3 6 (54.55%) Predictive Analytics
3 6 (54.55%) Open Source
3 6 (54.55%) NoSQL
3 6 (54.55%) Hadoop
3 6 (54.55%) Machine Learning
3 6 (54.55%) Big Data
3 6 (54.55%) RDBMS
3 6 (54.55%) Analytics
3 6 (54.55%) Metadata Management
4 4 (36.36%) ETL
5 3 (27.27%) SQL
5 3 (27.27%) SQL Server
5 3 (27.27%) SQL Server Integration Services
5 3 (27.27%) Mentoring
6 2 (18.18%) SQL Server 2005
6 2 (18.18%) OLAP
6 2 (18.18%) T-SQL
6 2 (18.18%) OLTP
7 1 (9.09%) E-Commerce
7 1 (9.09%) MS Visio
7 1 (9.09%) C
7 1 (9.09%) C#

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:

Applications
1 1 (9.09%) MS Excel
1 1 (9.09%) MS Office
1 1 (9.09%) MS Visio
Cloud Services
1 1 (9.09%) Amazon AWS
1 1 (9.09%) Microsoft Azure
Database & Business Intelligence
1 7 (63.64%) Data Warehouse
1 7 (63.64%) Relational Database
2 6 (54.55%) Big Data
2 6 (54.55%) Hadoop
2 6 (54.55%) NoSQL
2 6 (54.55%) RDBMS
3 3 (27.27%) SQL Server
3 3 (27.27%) SQL Server Integration Services
4 2 (18.18%) OLAP
4 2 (18.18%) OLTP
4 2 (18.18%) SQL Server 2005
5 1 (9.09%) MySQL
5 1 (9.09%) Snowflake Schema
5 1 (9.09%) SQL Server 2012
Development Applications
1 1 (9.09%) JIRA
1 1 (9.09%) Talend Open Studio
General
1 8 (72.73%) Finance
2 1 (9.09%) Financial Institution
2 1 (9.09%) Legal
Job Titles
1 6 (54.55%) Architect
1 6 (54.55%) Data Architect
1 6 (54.55%) Senior Architect
1 6 (54.55%) Senior Data Architect
2 3 (27.27%) Developer
3 2 (18.18%) Senior Developer
3 2 (18.18%) Senior SQL Developer
3 2 (18.18%) SQL Developer
4 1 (9.09%) Analyst
4 1 (9.09%) Business Analyst
4 1 (9.09%) Consultant
4 1 (9.09%) Data Consultant
4 1 (9.09%) Data Governance Consultant
4 1 (9.09%) ETL Developer
4 1 (9.09%) Governance Consultant
4 1 (9.09%) Senior SQL Server Developer
4 1 (9.09%) SQL Server Developer
Miscellaneous
1 1 (9.09%) Analytical Skills
1 1 (9.09%) Derivative
1 1 (9.09%) Reference Data
1 1 (9.09%) Swaptions
Processes & Methodologies
1 8 (72.73%) Data Management
2 7 (63.64%) Business Intelligence
2 7 (63.64%) Data Integration
2 7 (63.64%) Data Modelling
3 6 (54.55%) Analytics
3 6 (54.55%) Data Architecture
3 6 (54.55%) Machine Learning
3 6 (54.55%) Metadata Management
3 6 (54.55%) Open Source
3 6 (54.55%) Predictive Analytics
4 4 (36.36%) ETL
5 3 (27.27%) Mentoring
6 1 (9.09%) Client Onboarding
6 1 (9.09%) Data Privacy
6 1 (9.09%) E-Commerce
6 1 (9.09%) Performance Tuning
6 1 (9.09%) Project Management
6 1 (9.09%) Reference Data Management
6 1 (9.09%) SDLC
6 1 (9.09%) Stakeholder and Relationship Management
Programming Languages
1 3 (27.27%) SQL
2 2 (18.18%) T-SQL
3 1 (9.09%) C
3 1 (9.09%) C#
Quality Assurance & Compliance
1 1 (9.09%) Data Quality
1 1 (9.09%) EMIR
1 1 (9.09%) MiFID
1 1 (9.09%) UCITS
Vendors
1 1 (9.09%) Alteryx
1 1 (9.09%) Charles River
1 1 (9.09%) Microsoft
1 1 (9.09%) MicroStrategy
1 1 (9.09%) Oracle
1 1 (9.09%) Talend