Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the North West 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 17 November 2017 with a comparison to the same period in the previous 2 years.

Data Mapping
England > North West
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 362 344 343
Rank change year-on-year -18 -1 +4
Permanent jobs citing Data Mapping 11 26 21
As % of all permanent IT jobs advertised in the North West 0.083% 0.21% 0.16%
As % of the Processes & Methodologies category 0.093% 0.23% 0.18%
Number of salaries quoted 8 9 17
North West median annual salary £40,000 £57,500 £55,000
Median salary % change year-on-year -30.43% +4.55% +29.41%
England median annual salary £57,500 £57,500 £52,500
% change year-on-year - +9.52% +15.83%

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 the North West with a requirement for process or methodology skills.

All Process and Methodology Skills
North West
Permanent vacancies with a requirement for process or methodology skills 11869 11198 11717
As % of all permanent IT jobs advertised in the North West 89.82% 89.75% 89.45%
Number of salaries quoted 9443 9353 9678
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +1.27%
10th Percentile £26,250 £26,250 £24,750
90th Percentile £65,000 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Mapping
Job Vacancy Trend in the North West

Job postings citing Data Mapping as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Data Mapping in the North West

Data Mapping
Salary Trend in the North West

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

Salary trend for Data Mapping in the North West

Data Mapping
Salary Histogram in the North West

The salary distribution of IT jobs citing Data Mapping in the North West over the 6 months to 17 November 2017.

Salary histogram for Data Mapping in the North West

Data Mapping
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mapping within the North West region over the 6 months to 17 November 2017. 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
Cheshire -31 6 £40,000 -30.43%
Manchester -29 4 £50,000 -6.98% 1
Merseyside - 1 £35,000 -
Data Mapping
England

For the 6 months to 17 November 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 North West region with a requirement for Data Mapping.

1 7 (63.64%) SQL Server
1 7 (63.64%) SQL
2 6 (54.55%) Data Warehouse
2 6 (54.55%) Business Intelligence
2 6 (54.55%) Microsoft
2 6 (54.55%) SQL Server Integration Services
3 5 (45.45%) Power BI
3 5 (45.45%) SQL Server Analysis Services
3 5 (45.45%) Kimball Methodology
3 5 (45.45%) Cognos
3 5 (45.45%) Advertising
3 5 (45.45%) SQL Server Reporting Services
3 5 (45.45%) ETL
4 4 (36.36%) Finance
5 3 (27.27%) Data Modelling
5 3 (27.27%) T-SQL
6 2 (18.18%) Data Analysis
6 2 (18.18%) Migration
6 2 (18.18%) Data Quality
7 1 (9.09%) Requirements Analysis
7 1 (9.09%) Degree
7 1 (9.09%) MDX
7 1 (9.09%) User Acceptance Testing
7 1 (9.09%) SQL Server 2014
7 1 (9.09%) Customer Requirements
7 1 (9.09%) Data Analysis Expressions (DAX)
7 1 (9.09%) SuccessFactors
7 1 (9.09%) Performance Monitoring
7 1 (9.09%) Relational Database
7 1 (9.09%) Amazon Glacier

Data Mapping
Co-occurring IT Skills in the North West 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 Visio
Cloud Services
1 1 (9.09%) Amazon AWS
1 1 (9.09%) Amazon Glacier
1 1 (9.09%) Amazon S3
1 1 (9.09%) SuccessFactors
Database & Business Intelligence
1 7 (63.64%) SQL Server
2 6 (54.55%) Data Warehouse
2 6 (54.55%) SQL Server Integration Services
3 5 (45.45%) Power BI
3 5 (45.45%) SQL Server Analysis Services
3 5 (45.45%) SQL Server Reporting Services
4 1 (9.09%) Pentaho
4 1 (9.09%) Relational Database
4 1 (9.09%) SQL Server 2014
Development Applications
1 1 (9.09%) Team Foundation Server
1 1 (9.09%) Visual Studio
General
1 5 (45.45%) Advertising
2 4 (36.36%) Finance
3 1 (9.09%) Legal
3 1 (9.09%) Retail
Job Titles
1 5 (45.45%) Developer
2 3 (27.27%) Analyst
2 3 (27.27%) Business Intelligence Developer
3 2 (18.18%) Business Analyst
3 2 (18.18%) Data Warehouse Developer
4 1 (9.09%) Business Intelligence Lead
4 1 (9.09%) Cloud Consultant
4 1 (9.09%) Consultant
4 1 (9.09%) Data Analyst
4 1 (9.09%) Data Engineer
4 1 (9.09%) Data Migration Engineer
4 1 (9.09%) Data Warehouse Specialist
4 1 (9.09%) Lead Developer
4 1 (9.09%) Migration Engineer
4 1 (9.09%) Performance Specialist
4 1 (9.09%) SAP Consultant
4 1 (9.09%) SSAS Developer
4 1 (9.09%) SSIS Developer
4 1 (9.09%) SSRS Developer
Libraries, Frameworks & Software Standards
1 1 (9.09%) MDX
1 1 (9.09%) Web Services
Operating Systems
1 1 (9.09%) Unix
1 1 (9.09%) Windows
Processes & Methodologies
1 6 (54.55%) Business Intelligence
2 5 (45.45%) ETL
2 5 (45.45%) Kimball Methodology
3 3 (27.27%) Data Modelling
4 2 (18.18%) Data Analysis
4 2 (18.18%) Migration
5 1 (9.09%) Agile Software Development
5 1 (9.09%) Asset Management
5 1 (9.09%) Business Analysis
5 1 (9.09%) Data Integration
5 1 (9.09%) Data Management
5 1 (9.09%) Data Migration
5 1 (9.09%) Data Visualisation
5 1 (9.09%) ETL Development
5 1 (9.09%) Legacy Data Mapping
5 1 (9.09%) Requirements Analysis
5 1 (9.09%) Stakeholder Engagement
5 1 (9.09%) System Testing
5 1 (9.09%) User Acceptance Testing
5 1 (9.09%) Visualisation
Programming Languages
1 7 (63.64%) SQL
2 3 (27.27%) T-SQL
3 1 (9.09%) Data Analysis Expressions (DAX)
Qualifications
1 1 (9.09%) Degree
Quality Assurance & Compliance
1 2 (18.18%) Data Quality
Vendors
1 6 (54.55%) Microsoft
2 5 (45.45%) Cognos
3 1 (9.09%) GoldenSource
3 1 (9.09%) Oracle
3 1 (9.09%) SAP