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 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Data Mapping
Rank 133 157 163
Rank change year-on-year
+24 +6
Permanent jobs citing Data Mapping 6 5 4
As % of all permanent IT jobs located in Scotland 0.25% 0.16% 0.13%
As % of the Processes & Methodologies category 0.28% 0.18% 0.14%
Number of salaries quoted 5 5 2
Median salary £71,500 £38,000 £43,000
Median salary % change year-on-year
+88.15% -11.62%
UK excluding London median salary £50,000 £45,500 £45,000
% change year-on-year
+9.89% +1.11%
Data Mapping
UK

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
2113 2746 2808
As % of all permanent IT jobs located in Scotland 89.04% 89.56% 88.44%
Number of salaries quoted 1311 1745 1854
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £65,000 £62,500 £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
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Data Mapping across the Scotland region over the 3 months to 8 December 2016.

Data Mapping Salary Histogram 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 8 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh - 4 £71,500 -
Glasgow +22 2 £46,000 +21.05%
Data Mapping
UK

Data Mapping
Top 30 Related IT Skills in Scotland

For the 6 months to 8 December 2016, 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 7 (63.64%) Finance
1 7 (63.64%) Data Management
2 6 (54.55%) Data Warehouse
2 6 (54.55%) Data Modelling
2 6 (54.55%) SQL
2 6 (54.55%) Business Intelligence
3 5 (45.45%) ETL
3 5 (45.45%) Metadata Management
4 4 (36.36%) Relational Database
4 4 (36.36%) Mentoring
4 4 (36.36%) SQL Server
4 4 (36.36%) SQL Server Integration Services
4 4 (36.36%) Data Integration
5 3 (27.27%) Data Architecture
5 3 (27.27%) Predictive Analytics
5 3 (27.27%) Hadoop
5 3 (27.27%) Open Source
5 3 (27.27%) NoSQL
5 3 (27.27%) SQL Server 2005
5 3 (27.27%) OLAP
5 3 (27.27%) T-SQL
5 3 (27.27%) OLTP
5 3 (27.27%) RDBMS
5 3 (27.27%) Analytics
5 3 (27.27%) Data Quality
5 3 (27.27%) Machine Learning
5 3 (27.27%) Big Data
6 2 (18.18%) Logical Data Model
6 2 (18.18%) Enterprise Data Warehouse
6 2 (18.18%) Data Centre

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
Database & Business Intelligence
1 6 (54.55%) Data Warehouse
2 4 (36.36%) Relational Database
2 4 (36.36%) SQL Server
2 4 (36.36%) SQL Server Integration Services
3 3 (27.27%) Big Data
3 3 (27.27%) Hadoop
3 3 (27.27%) NoSQL
3 3 (27.27%) OLAP
3 3 (27.27%) OLTP
3 3 (27.27%) RDBMS
3 3 (27.27%) SQL Server 2005
4 2 (18.18%) Enterprise Data Warehouse
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 7 (63.64%) Finance
2 1 (9.09%) Financial Institution
2 1 (9.09%) Legal
Job Titles
1 4 (36.36%) Developer
2 3 (27.27%) Analyst
2 3 (27.27%) Architect
2 3 (27.27%) Business Analyst
2 3 (27.27%) Data Architect
2 3 (27.27%) Senior Architect
2 3 (27.27%) Senior Data Architect
2 3 (27.27%) Senior Developer
2 3 (27.27%) Senior SQL Developer
2 3 (27.27%) SQL Developer
3 2 (18.18%) Data Business Analyst
3 2 (18.18%) Senior SQL Server Developer
3 2 (18.18%) SQL Server Developer
3 2 (18.18%) Technical Analyst
3 2 (18.18%) Technical 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
Miscellaneous
1 4 (36.36%) Data Integration
2 2 (18.18%) Data Centre
3 1 (9.09%) Analytical Skills
3 1 (9.09%) Derivative
3 1 (9.09%) Reference Data
3 1 (9.09%) Swaptions
Processes & Methodologies
1 7 (63.64%) Data Management
2 6 (54.55%) Business Intelligence
2 6 (54.55%) Data Modelling
3 5 (45.45%) ETL
3 5 (45.45%) Metadata Management
4 4 (36.36%) Mentoring
5 3 (27.27%) Analytics
5 3 (27.27%) Data Architecture
5 3 (27.27%) Machine Learning
5 3 (27.27%) Open Source
5 3 (27.27%) Predictive Analytics
6 2 (18.18%) Data Analysis
6 2 (18.18%) Dimensional Modelling
6 2 (18.18%) Logical Data Model
6 2 (18.18%) Master Data Management
7 1 (9.09%) Agile Software Development
7 1 (9.09%) Data Privacy
7 1 (9.09%) Performance Tuning
7 1 (9.09%) SDLC
7 1 (9.09%) Stakeholder and Relationship Management
Programming Languages
1 6 (54.55%) SQL
2 3 (27.27%) T-SQL
3 1 (9.09%) C
3 1 (9.09%) C#
Quality Assurance & Compliance
1 3 (27.27%) Data Quality
2 1 (9.09%) EMIR
2 1 (9.09%) MiFID
2 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