Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in the North West with a requirement for Data Mapping skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Mapping over the 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Mapping
England > North West
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 175 212 224
Rank change year-on-year +37 +12 -48
Contract jobs citing Data Mapping 28 20 25
As % of all contract IT jobs advertised in the North West 0.49% 0.29% 0.29%
As % of the Processes & Methodologies category 0.61% 0.35% 0.36%
Number of daily rates quoted 15 12 15
North West median daily rate £413 £469 £338
Median daily rate % change year-on-year -12.00% +38.89% -14.29%
10th Percentile £335 £363 £153
90th Percentile £483 £645 £464
England median daily rate £450 £450 £425
% change year-on-year - +5.88% -
Number of hourly rates quoted 0 1 0
North West median hourly rate - £25.00 -
England median hourly rate £35.75 £25.00 £55.50
% change year-on-year +43.00% -54.95% +270.00%

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

All Process and Methodology Skills
North West
Contract vacancies with a requirement for process or methodology skills 4619 5702 6982
As % of all contract IT jobs advertised in the North West 81.18% 83.75% 81.20%
Number of daily rates quoted 2959 3672 4232
North West median daily rate £400 £400 £400
10th Percentile £263 £263 £255
90th Percentile £588 £556 £575
England median daily rate £450 £425 £425
% change year-on-year +5.88% - +6.25%
Number of hourly rates quoted 205 167 284
North West median hourly rate £25.00 £22.00 £30.52
Median hourly rate % change year-on-year +13.64% -27.92% +74.40%
10th Percentile £11.52 £11.85 £12.40
90th Percentile £52.70 £53.00 £52.47
England median hourly rate £24.00 £24.00 £22.50
% change year-on-year - +6.67% +18.42%

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
Contractor Daily Rate Trend in the North West

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Mapping in the North West.

Contractor daily rate trend for Data Mapping in the North West

Data Mapping
Contractor Daily Rate Histogram in the North West

The daily rate distribution of IT jobs citing Data Mapping in the North West over the 6 months to 24 November 2017.

Contractor daily rate histogram for Data Mapping in the North West

Data Mapping
Contractor Hourly Rate Trend in the North West

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

Contractor hourly rate trend for Data Mapping in the North West

Data Mapping
Contract Job Locations in the North West

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Mapping within the North West region over the 6 months to 24 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +30 16 £419 +1.52% 1
Cheshire +10 5 £420 -
Lancashire +16 4 £350 -
Merseyside +4 3 £500 -20.00%
Data Mapping
England

For the 6 months to 24 November 2017, IT contractor 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 contract ads across the North West region with a requirement for Data Mapping.

1 10 (35.71%) Taleo
1 10 (35.71%) System Testing
1 10 (35.71%) Sequence Diagram
2 9 (32.14%) Migration
3 7 (25.00%) Data Management
3 7 (25.00%) Finance
4 5 (17.86%) Management Information System
4 5 (17.86%) SAP
4 5 (17.86%) Business Analysis
4 5 (17.86%) Data Migration
5 4 (14.29%) Data Protection
5 4 (14.29%) Master Data Management
5 4 (14.29%) GDPR
5 4 (14.29%) Agile Software Development
5 4 (14.29%) SQL
5 4 (14.29%) Data Modelling
6 3 (10.71%) Project Management
6 3 (10.71%) Workflow
6 3 (10.71%) Validation
6 3 (10.71%) Data Transformation
6 3 (10.71%) Analytical Skills
6 3 (10.71%) Data Cleansing
7 2 (7.14%) Degree
7 2 (7.14%) Waterfall
7 2 (7.14%) Stakeholder Analysis
7 2 (7.14%) Data Analytics
7 2 (7.14%) Data Governance
7 2 (7.14%) Change Control
7 2 (7.14%) Test Strategy
7 2 (7.14%) Analytics

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 2 (7.14%) Microsoft Excel
2 1 (3.57%) MS Visio
Business Applications
1 2 (7.14%) SAP CO
1 2 (7.14%) SAP FI
1 2 (7.14%) SAP FI/CO
2 1 (3.57%) HFM
2 1 (3.57%) SAP HCM
Cloud Services
1 10 (35.71%) Taleo
2 1 (3.57%) SuccessFactors
Database & Business Intelligence
1 2 (7.14%) SQL Server
2 1 (3.57%) BusinessObjects
2 1 (3.57%) Data Mining
2 1 (3.57%) Data Warehouse
2 1 (3.57%) InterSystems Cache
2 1 (3.57%) OLAP
2 1 (3.57%) OLAP Cube
2 1 (3.57%) Power BI
2 1 (3.57%) SAP HANA
2 1 (3.57%) SQL Server Analysis Services
2 1 (3.57%) SQL Server Integration Services
2 1 (3.57%) SQL Server Reporting Services
General
1 7 (25.00%) Finance
2 2 (7.14%) Law
2 2 (7.14%) Legal
2 2 (7.14%) Pharmaceutical
2 2 (7.14%) Retail
Job Titles
1 13 (46.43%) Analyst
2 12 (42.86%) Consultant
3 10 (35.71%) Taleo Consultant
4 8 (28.57%) Data Analyst
5 4 (14.29%) Business Analyst
5 4 (14.29%) SAP Analyst
5 4 (14.29%) SAP Data Analyst
6 3 (10.71%) Business Data Analyst
7 2 (7.14%) Data Business Analyst
7 2 (7.14%) ETL Analyst
7 2 (7.14%) Finance Systems Analyst
7 2 (7.14%) Financial Analyst
7 2 (7.14%) Junior
7 2 (7.14%) SAP MDM Analyst
7 2 (7.14%) Service Analyst
7 2 (7.14%) SQL Analyst
7 2 (7.14%) SQL Data Analyst
7 2 (7.14%) Systems Analyst
8 1 (3.57%) CRM Business Analyst
8 1 (3.57%) IT Business Analyst
Miscellaneous
1 5 (17.86%) Management Information System
2 3 (10.71%) Analytical Skills
3 1 (3.57%) Data Structures
3 1 (3.57%) NHS
3 1 (3.57%) Taxonomies
Processes & Methodologies
1 10 (35.71%) Sequence Diagram
1 10 (35.71%) System Testing
2 9 (32.14%) Migration
3 7 (25.00%) Data Management
4 5 (17.86%) Business Analysis
4 5 (17.86%) Data Migration
5 4 (14.29%) Agile Software Development
5 4 (14.29%) Data Modelling
5 4 (14.29%) Data Protection
5 4 (14.29%) Master Data Management
6 3 (10.71%) Data Cleansing
6 3 (10.71%) Data Transformation
6 3 (10.71%) Project Management
6 3 (10.71%) Validation
6 3 (10.71%) Workflow
7 2 (7.14%) Analytics
7 2 (7.14%) Data Analytics
7 2 (7.14%) SAP Implementation
7 2 (7.14%) Use Case
7 2 (7.14%) Wealth Management
Programming Languages
1 4 (14.29%) SQL
2 1 (3.57%) ABAP
Qualifications
1 2 (7.14%) Degree
2 1 (3.57%) ISEB
2 1 (3.57%) Master's Degree
2 1 (3.57%) Security Cleared
Quality Assurance & Compliance
1 4 (14.29%) GDPR
2 1 (3.57%) PMO
Vendors
1 5 (17.86%) SAP
2 2 (7.14%) Microsoft
3 1 (3.57%) Capita
3 1 (3.57%) Hyperion