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 3 months to 24 March 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.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Data Mapping
England / North West
Rank 116 158 143
Rank change year-on-year +42 -15  
Contract jobs citing Data Mapping 14 1 7
As % of all contract IT jobs advertised in the North West 0.54% 0.026% 0.20%
As % of the Processes & Methodologies category 0.65% 0.032% 0.25%
Number of daily rates quoted 5 1 4
Median daily rate £525 £388 £339
Median daily rate % change year-on-year +35.48% +14.39%  
90% offered a daily rate of more than £450 £388 £290
10% offered a daily rate of more than £540 £388 £375
UK excluding London median daily rate £450 £400 £400
% change year-on-year +12.50% -  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - £18.00

Data Mapping is in the process and methodology skills category. The next 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 and methodology skills.

Contract Process & Methodology Skills
North West
Contract job vacancies with a requirement for process and methodology skills 2141 3145 2764
As % of all contract IT job vacancies advertised in the North West 82.35% 82.27% 78.75%
Number of daily rates quoted 1352 1906 1515
Median daily rate £400 £400 £400
90% offered a daily rate of more than £283 £290 £275
10% offered a daily rate of more than £550 £538 £550
UK excluding London median daily rate £410 £400 £400
% change year-on-year +2.50% -  
Number of hourly rates quoted 110 124 125
Median hourly rate £40.00 £37.50 £39.25
Median hourly rate % change year-on-year +6.66% -4.45%  
90% offered a hourly rate of more than £15.50 £16.00 £13.00
10% offered a hourly rate of more than £50.20 £50.00 £60.00
UK excluding London median hourly rate £36.00 £39.00 £30.00
% change year-on-year -7.69% +30.00%  

Data Mapping
Job Vacancy Trend in the North West

The job posting trend of jobs advertised in the North West citing Data Mapping as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

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 3 months to 24 March 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 hourly rates quoted in IT contractor 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 3 months to 24 March 2017. 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 Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cheshire - 8 - - 1
Manchester - 1 £550 - 1
Data Mapping
England

Data Mapping
Top 30 Related IT Skills in the North West

For the 6 months to 24 March 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 12 (46.15%) Splunk
1 12 (46.15%) Office 365
1 12 (46.15%) Dashboard Development
2 10 (38.46%) Visualisation
2 10 (38.46%) Finance
3 6 (23.08%) Migration
3 6 (23.08%) Retail
4 5 (19.23%) XML
4 5 (19.23%) SQL
4 5 (19.23%) Analytical Skills
5 4 (15.38%) Data Structures
5 4 (15.38%) Data Migration
5 4 (15.38%) SAP
5 4 (15.38%) Data Warehouse
5 4 (15.38%) Data Analysis
6 3 (11.54%) Retail Banking
6 3 (11.54%) Data Integration
6 3 (11.54%) SC Cleared
6 3 (11.54%) Security Cleared
6 3 (11.54%) LSMW
6 3 (11.54%) Agile Software Development
6 3 (11.54%) Banking
6 3 (11.54%) BAPI
6 3 (11.54%) Data Modelling
6 3 (11.54%) Oracle
6 3 (11.54%) SAP HR
6 3 (11.54%) Data Cleansing
6 3 (11.54%) Hadoop
6 3 (11.54%) Big Data
6 3 (11.54%) Data Transformation

Data Mapping
Top Related 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:

Business Applications
1 3 (11.54%) SAP HR
Cloud Services
1 12 (46.15%) Office 365
2 2 (7.69%) SuccessFactors
Database & Business Intelligence
1 4 (15.38%) Data Warehouse
2 3 (11.54%) Big Data
2 3 (11.54%) Hadoop
2 3 (11.54%) Oracle ODI
3 1 (3.85%) Relational Database
Development Applications
1 3 (11.54%) LSMW
2 2 (7.69%) Talend Open Studio
General
1 10 (38.46%) Finance
2 6 (23.08%) Retail
3 3 (11.54%) Banking
3 3 (11.54%) Retail Banking
Job Titles
1 10 (38.46%) Consultant
2 9 (34.62%) Security Consultant
2 9 (34.62%) Splunk Consultant
3 8 (30.77%) Analyst
4 7 (26.92%) Data Analyst
5 3 (11.54%) Big Data Engineer
5 3 (11.54%) Dashboard Engineer
5 3 (11.54%) Office 365 Consultant
5 3 (11.54%) Splunk Engineer
6 2 (7.69%) Data Migration Specialist
6 2 (7.69%) Migration Specialist
6 2 (7.69%) SAP Data Migration Specialist
7 1 (3.85%) Business Integration Analyst
7 1 (3.85%) Business Systems Analyst
7 1 (3.85%) Data Consultant
7 1 (3.85%) Data Manager
7 1 (3.85%) Data Warehouse Developer
7 1 (3.85%) Developer
7 1 (3.85%) Integration Analyst
7 1 (3.85%) Systems Analyst
Libraries, Frameworks & Software Standards
1 5 (19.23%) XML
2 3 (11.54%) BAPI
Miscellaneous
1 5 (19.23%) Analytical Skills
2 4 (15.38%) Data Structures
Processes & Methodologies
1 12 (46.15%) Dashboard Development
2 10 (38.46%) Visualisation
3 6 (23.08%) Migration
4 4 (15.38%) Data Analysis
4 4 (15.38%) Data Migration
5 3 (11.54%) Agile Software Development
5 3 (11.54%) Data Cleansing
5 3 (11.54%) Data Integration
5 3 (11.54%) Data Modelling
5 3 (11.54%) Data Transformation
6 2 (7.69%) Business Intelligence
6 2 (7.69%) Business Process Mapping
6 2 (7.69%) Data Governance
6 2 (7.69%) Data Validation
6 2 (7.69%) Validation
7 1 (3.85%) Business Analysis
7 1 (3.85%) Data Reconciliation
7 1 (3.85%) ETL
Programming Languages
1 5 (19.23%) SQL
Qualifications
1 3 (11.54%) SC Cleared
1 3 (11.54%) Security Cleared
Vendors
1 12 (46.15%) Splunk
2 4 (15.38%) SAP
3 3 (11.54%) Oracle
4 2 (7.69%) EXASOL
4 2 (7.69%) Talend