Period
to 18 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Data Mapping skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Mapping over the 6 months to 18 January 2018 with a comparison to the same period in the previous 2 years.

Data Mapping
UK > Scotland
6 months to
18 Jan 2018
Same period 2017 Same period 2016
Rank 220 186 230
Rank change year-on-year -34 +44 -1
Permanent jobs citing Data Mapping 10 11 8
As % of all permanent IT jobs advertised in Scotland 0.18% 0.23% 0.13%
As % of the Processes & Methodologies category 0.20% 0.26% 0.14%
Number of salaries quoted 4 8 8
Scotland median annual salary £45,750 £71,500 £38,000
Median salary % change year-on-year -36.01% +88.16% -10.59%
10th Percentile £39,050 £37,825 £30,775
90th Percentile £52,425 £77,250 £43,025
UK median annual salary £57,500 £52,500 £55,000
% change year-on-year +9.52% -4.55% +10.00%

Data Mapping is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for process or methodology skills.

All Process and Methodology Skills
Scotland
Permanent vacancies with a requirement for process or methodology skills 5,040 4,283 5,533
As % of all permanent IT jobs advertised in Scotland 91.07% 91.28% 90.72%
Number of salaries quoted 3,301 2,702 3,515
Scotland median annual salary £45,000 £44,625 £42,500
Median salary % change year-on-year +0.84% +5.00% -
10th Percentile £28,250 £29,000 £28,250
90th Percentile £66,250 £65,000 £65,000
UK median annual salary £50,000 £48,500 £47,500
% change year-on-year +3.09% +2.11% +5.56%

Data Mapping
Job Vacancy Trend in Scotland

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

Job vacancy trend for Data Mapping 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 in Scotland.

Salary trend for Data Mapping 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 6 months to 18 January 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -21 4 - - 1
West Dunbartonshire - 4 £45,750 -
Glasgow -32 1 - -
Inverclyde - 1 - - 1
Data Mapping
UK

For the 6 months to 18 January 2018, 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 6 (60.00%) Linux
1 6 (60.00%) Degree
2 5 (50.00%) Data Analysis
2 5 (50.00%) Finance
2 5 (50.00%) Data Modelling
2 5 (50.00%) ETL
3 4 (40.00%) ITIL
3 4 (40.00%) SQL
3 4 (40.00%) ITSM
3 4 (40.00%) Service Management
3 4 (40.00%) Configuration Management
3 4 (40.00%) Banking
3 4 (40.00%) Google
3 4 (40.00%) Computer Science
3 4 (40.00%) Performance Management
3 4 (40.00%) Big Data
3 4 (40.00%) ServiceNow
3 4 (40.00%) Apache Spark
3 4 (40.00%) Google Cloud Platform
3 4 (40.00%) Hadoop
3 4 (40.00%) Application Performance Management
4 2 (20.00%) Bash Shell
4 2 (20.00%) AppDynamics
4 2 (20.00%) Capacity Planning
4 2 (20.00%) Waterfall
4 2 (20.00%) Business Analysis
4 2 (20.00%) SCOM
4 2 (20.00%) Data Integration
4 2 (20.00%) PowerShell
4 2 (20.00%) Problem Management

Data Mapping
Co-occurring 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 4 (40.00%) Apache Spark
2 1 (10.00%) Confluence
Business Applications
1 1 (10.00%) Remedy ITSM
1 1 (10.00%) Salesforce.com CRM
Cloud Services
1 4 (40.00%) Google Cloud Platform
Database & Business Intelligence
1 4 (40.00%) Big Data
1 4 (40.00%) Hadoop
2 1 (10.00%) Data Warehouse
2 1 (10.00%) RDBMS
2 1 (10.00%) Relational Database
2 1 (10.00%) SQL Server
2 1 (10.00%) SQL Server 2012
2 1 (10.00%) SQL Server Integration Services
Development Applications
1 1 (10.00%) JIRA
General
1 5 (50.00%) Finance
2 4 (40.00%) Banking
Job Titles
1 6 (60.00%) Analyst
2 5 (50.00%) Data Analyst
3 2 (20.00%) ITSM Specialist
3 2 (20.00%) Service Management Specialist
4 1 (10.00%) Administrator
4 1 (10.00%) Business Analyst
4 1 (10.00%) Salesforce Analyst
4 1 (10.00%) Salesforce Business Analyst
4 1 (10.00%) Senior Data Warehouse Specialist
4 1 (10.00%) Systems Administrator
4 1 (10.00%) Technical Leader
Miscellaneous
1 4 (40.00%) Computer Science
2 1 (10.00%) Analytical Skills
2 1 (10.00%) Reference Data
Operating Systems
1 6 (60.00%) Linux
2 2 (20.00%) Unix
2 2 (20.00%) Windows
Processes & Methodologies
1 5 (50.00%) Data Analysis
1 5 (50.00%) Data Modelling
1 5 (50.00%) ETL
2 4 (40.00%) Application Performance Management
2 4 (40.00%) Configuration Management
2 4 (40.00%) ITIL
2 4 (40.00%) ITSM
2 4 (40.00%) Performance Management
2 4 (40.00%) Service Management
3 2 (20.00%) Agile Software Development
3 2 (20.00%) Business Analysis
3 2 (20.00%) Capacity Planning
3 2 (20.00%) Change Management
3 2 (20.00%) Data Integration
3 2 (20.00%) Incident Management
3 2 (20.00%) Problem Management
3 2 (20.00%) Stakeholder Management
3 2 (20.00%) Waterfall
3 2 (20.00%) Workflow
4 1 (10.00%) Requirements Management
Programming Languages
1 4 (40.00%) SQL
2 2 (20.00%) Bash Shell
2 2 (20.00%) Java
2 2 (20.00%) JavaScript
2 2 (20.00%) Perl
2 2 (20.00%) PowerShell
3 1 (10.00%) T-SQL
Qualifications
1 6 (60.00%) Degree
2 1 (10.00%) Computer Science Degree
2 1 (10.00%) ISEB
Quality Assurance & Compliance
1 1 (10.00%) Data Quality
Systems Management
1 2 (20.00%) Nagios
1 2 (20.00%) SCOM
Vendors
1 4 (40.00%) Google
1 4 (40.00%) ServiceNow
2 2 (20.00%) AppDynamics
2 2 (20.00%) BMC
3 1 (10.00%) Cognos
3 1 (10.00%) Peregrine
3 1 (10.00%) Remedy
3 1 (10.00%) Salesforce.com