Period
to 19 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 19 September 2018 with a comparison to the same period in the previous 2 years.

Data Mapping
England > Yorkshire
6 months to
19 Sep 2018
Same period 2017 Same period 2016
Rank 296 318 333
Rank change year-on-year +22 +15 +27
Permanent jobs citing Data Mapping 13 12 9
As % of all permanent IT jobs advertised in Yorkshire 0.15% 0.12% 0.079%
As % of the Processes & Methodologies category 0.16% 0.13% 0.086%
Number of salaries quoted 10 8 9
Yorkshire median annual salary £46,250 £33,750 £43,500
Median salary % change year-on-year +37.04% -22.41% -4.40%
10th Percentile £21,500 £26,175 £41,250
90th Percentile £50,250 £76,000 £66,250
England median annual salary £59,000 £55,000 £55,000
% change year-on-year +7.27% - +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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 8,083 9,399 10,432
As % of all permanent IT jobs advertised in Yorkshire 91.98% 92.40% 91.77%
Number of salaries quoted 6,673 7,877 8,585
Yorkshire median annual salary £44,000 £42,500 £40,000
Median salary % change year-on-year +3.53% +6.25% -
10th Percentile £26,250 £26,250 £25,750
90th Percentile £62,500 £61,250 £62,500
England median annual salary £50,000 £50,000 £50,000

Data Mapping
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Mapping in Yorkshire

Data Mapping
Salary Trend in Yorkshire

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

Salary trend for Data Mapping in Yorkshire

Data Mapping
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Data Mapping in Yorkshire over the 6 months to 19 September 2018.

Salary histogram for Data Mapping in Yorkshire

Data Mapping
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mapping within the Yorkshire region over the 6 months to 19 September 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
South Yorkshire -3 5 £25,250 -17.21%
North Yorkshire - 5 £50,000 -
West Yorkshire +33 3 £50,000 -4.76% 1
Data Mapping
England

For the 6 months to 19 September 2018, IT jobs citing Data Mapping also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Yorkshire region with a requirement for Data Mapping.

1 10 (76.92%) SQL
2 7 (53.85%) Finance
3 6 (46.15%) Migration
3 6 (46.15%) Microsoft
3 6 (46.15%) SQL Server Integration Services
3 6 (46.15%) Data Migration
4 4 (30.77%) Microsoft Office
4 4 (30.77%) Microsoft Excel
4 4 (30.77%) Analytical Skills
4 4 (30.77%) Problem-Solving
5 3 (23.08%) MS Access
5 3 (23.08%) ETL
5 3 (23.08%) SQL Server
5 3 (23.08%) SQL Server Reporting Services
5 3 (23.08%) Data Analysis
5 3 (23.08%) Capita
5 3 (23.08%) Time Management
5 3 (23.08%) PowerShell
6 2 (15.38%) Power BI
6 2 (15.38%) Agile Software Development
6 2 (15.38%) Business Intelligence
6 2 (15.38%) Project Management
6 2 (15.38%) Data Warehouse
6 2 (15.38%) .NET
6 2 (15.38%) SQL Server Analysis Services
7 1 (7.69%) Logical Data Model
7 1 (7.69%) Physical Data Model
7 1 (7.69%) C#
7 1 (7.69%) T-SQL
7 1 (7.69%) Data Modelling

Data Mapping
Co-occurring IT Skills in Yorkshire 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 4 (30.77%) Microsoft Excel
1 4 (30.77%) Microsoft Office
Database & Business Intelligence
1 6 (46.15%) SQL Server Integration Services
2 3 (23.08%) MS Access
2 3 (23.08%) SQL Server
2 3 (23.08%) SQL Server Reporting Services
3 2 (15.38%) Data Warehouse
3 2 (15.38%) Power BI
3 2 (15.38%) SQL Server Analysis Services
4 1 (7.69%) RDBMS
4 1 (7.69%) Relational Database
4 1 (7.69%) SQL Server 2014
4 1 (7.69%) SSDT
Development Applications
1 1 (7.69%) SQL Server Management Studio (SSMS)
1 1 (7.69%) Team Foundation Server
1 1 (7.69%) Visual Studio
General
1 7 (53.85%) Finance
2 1 (7.69%) Banking
2 1 (7.69%) Retail
Job Titles
1 7 (53.85%) Analyst
2 3 (23.08%) Data Analyst
2 3 (23.08%) Developer
3 2 (15.38%) Systems Analyst
4 1 (7.69%) Business Analyst
4 1 (7.69%) Business Intelligence Manager
4 1 (7.69%) Business Systems Analyst
4 1 (7.69%) Data Business Analyst
4 1 (7.69%) Data Insight Analyst
4 1 (7.69%) Data Migration Analyst
4 1 (7.69%) Implementation Engineer
4 1 (7.69%) Insight Analyst
4 1 (7.69%) Insight Data Analyst
4 1 (7.69%) Migration Analyst
4 1 (7.69%) SQL Analyst
4 1 (7.69%) Technical Engineer
4 1 (7.69%) Test Leader
Libraries, Frameworks & Software Standards
1 2 (15.38%) .NET
Miscellaneous
1 4 (30.77%) Analytical Skills
2 1 (7.69%) Analytical Mindset
2 1 (7.69%) Fintech
2 1 (7.69%) Mainframe
Processes & Methodologies
1 6 (46.15%) Data Migration
1 6 (46.15%) Migration
2 4 (30.77%) Problem-Solving
3 3 (23.08%) Data Analysis
3 3 (23.08%) ETL
3 3 (23.08%) Time Management
4 2 (15.38%) Agile Software Development
4 2 (15.38%) Business Intelligence
4 2 (15.38%) Project Management
5 1 (7.69%) Data Architecture
5 1 (7.69%) Data Modelling
5 1 (7.69%) Enterprise Architecture
5 1 (7.69%) Financial Modelling
5 1 (7.69%) Kanban
5 1 (7.69%) Process Management
5 1 (7.69%) Quality Management
5 1 (7.69%) Scrum
5 1 (7.69%) Stakeholder Management
5 1 (7.69%) Test Scripting
5 1 (7.69%) Visualisation
Programming Languages
1 10 (76.92%) SQL
2 3 (23.08%) PowerShell
3 1 (7.69%) C#
3 1 (7.69%) T-SQL
Quality Assurance & Compliance
1 1 (7.69%) GDPR
Vendors
1 6 (46.15%) Microsoft
2 3 (23.08%) Capita
3 1 (7.69%) Alteryx
3 1 (7.69%) Tableau