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 28 June 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
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 125 146 133
Rank change year-on-year +21 -13  
Contract jobs citing Data Mapping 11 13 19
As % of all contract IT jobs advertised in the North West 0.37% 0.34% 0.52%
As % of the Processes & Methodologies category 0.46% 0.42% 0.66%
Number of daily rates quoted 8 10 5
Median daily rate £394 £375 £435
Median daily rate % change year-on-year +5.00% -13.79%  
90% offered a daily rate of more than £354 £263 £221
10% offered a daily rate of more than £422 £419 £443
UK excluding London median daily rate £410 £400 £350
% change year-on-year +2.50% +14.28%  
Number of hourly rates quoted 0 0 1
Median hourly rate - - £47.33
UK excluding London median hourly rate £21.50 - £37.80

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 2383 3100 2861
As % of all contract IT job vacancies advertised in the North West 80.70% 82.23% 78.62%
Number of daily rates quoted 5041 7746 6099
Median daily rate £413 £418 £388
Median daily rate % change year-on-year -1.19% +7.74%  
90% offered a daily rate of more than £294 £278 £263
10% offered a daily rate of more than £575 £600 £566
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 264 238 292
Median hourly rate £40.00 £28.50 £34.00
Median hourly rate % change year-on-year +40.35% -16.17%  
90% offered a hourly rate of more than £12.59 £12.50 £13.50
10% offered a hourly rate of more than £57.50 £55.73 £57.03
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

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 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 3 months to 28 June 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 +12 5 £398 +2.58% 1
Manchester +13 3 £388 +17.33% 2
Lancashire - 1 £350 -
Data Mapping
England

For the 6 months to 28 June 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 11 (47.83%) Finance
2 9 (39.13%) Splunk
2 9 (39.13%) Office 365
2 9 (39.13%) Dashboard Development
3 8 (34.78%) Visualisation
3 8 (34.78%) SQL
3 8 (34.78%) Data Analysis
4 6 (26.09%) Data Modelling
4 6 (26.09%) Agile Software Development
5 4 (17.39%) XML
6 3 (13.04%) Oracle
6 3 (13.04%) Business Intelligence
6 3 (13.04%) Banking
6 3 (13.04%) Retail
6 3 (13.04%) Analytical Skills
7 2 (8.70%) Hadoop
7 2 (8.70%) REST
7 2 (8.70%) Data Governance
7 2 (8.70%) Big Data
7 2 (8.70%) Talend
7 2 (8.70%) Performance Analysis
7 2 (8.70%) Data Reconciliation
7 2 (8.70%) EXASOL
7 2 (8.70%) Retail Banking
7 2 (8.70%) WebSphere
7 2 (8.70%) Degree
7 2 (8.70%) JIRA
7 2 (8.70%) Data Migration
7 2 (8.70%) Pega
7 2 (8.70%) Talend Open Studio

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:

Application Platforms
1 2 (8.70%) WebLogic
1 2 (8.70%) WebSphere
1 2 (8.70%) WebSphere Application Server
Applications
1 1 (4.35%) Microsoft Excel
Business Applications
1 1 (4.35%) Cognos TM1
Cloud Services
1 9 (39.13%) Office 365
Communications & Networking
1 2 (8.70%) LDAP
Database & Business Intelligence
1 2 (8.70%) Big Data
1 2 (8.70%) Data Warehouse
1 2 (8.70%) DB2
1 2 (8.70%) Hadoop
2 1 (4.35%) Data Mining
2 1 (4.35%) OLAP
2 1 (4.35%) OLAP Cube
2 1 (4.35%) Oracle Reports
2 1 (4.35%) Power BI
2 1 (4.35%) SQL Server Analysis Services
2 1 (4.35%) SQL Server Integration Services
2 1 (4.35%) SQL Server Reporting Services
Development Applications
1 2 (8.70%) JIRA
1 2 (8.70%) Talend Open Studio
General
1 11 (47.83%) Finance
2 3 (13.04%) Banking
2 3 (13.04%) Retail
3 2 (8.70%) Retail Banking
4 1 (4.35%) Pharmaceutical
Job Titles
1 10 (43.48%) Analyst
2 8 (34.78%) Consultant
2 8 (34.78%) Data Analyst
3 7 (30.43%) Security Consultant
3 7 (30.43%) Splunk Consultant
4 3 (13.04%) Financial Analyst
4 3 (13.04%) Systems Analyst
5 2 (8.70%) Architect
5 2 (8.70%) Big Data Engineer
5 2 (8.70%) Dashboard Engineer
5 2 (8.70%) Lead Architect
5 2 (8.70%) Office 365 Consultant
5 2 (8.70%) Pega Architect
5 2 (8.70%) Splunk Engineer
5 2 (8.70%) Systems Architect
6 1 (4.35%) Business Analyst
6 1 (4.35%) Business Systems Analyst
6 1 (4.35%) Developer
6 1 (4.35%) HR Analyst
6 1 (4.35%) Workday Analyst
Libraries, Frameworks & Software Standards
1 4 (17.39%) XML
2 2 (8.70%) EJB
2 2 (8.70%) J2EE
2 2 (8.70%) JMS
2 2 (8.70%) JSP
2 2 (8.70%) REST
2 2 (8.70%) Servlets
3 1 (4.35%) Oracle Fusion
Miscellaneous
1 3 (13.04%) Analytical Skills
2 2 (8.70%) Mainframe
3 1 (4.35%) Data Structures
3 1 (4.35%) Management Information System
Processes & Methodologies
1 9 (39.13%) Dashboard Development
2 8 (34.78%) Data Analysis
2 8 (34.78%) Visualisation
3 6 (26.09%) Agile Software Development
3 6 (26.09%) Data Modelling
4 3 (13.04%) Business Intelligence
5 2 (8.70%) Data Governance
5 2 (8.70%) Data Migration
5 2 (8.70%) Data Reconciliation
5 2 (8.70%) ETL
5 2 (8.70%) Migration
5 2 (8.70%) Performance Analysis
5 2 (8.70%) Scrum
6 1 (4.35%) Data Cleansing
6 1 (4.35%) Data Extraction
6 1 (4.35%) Data Transformation
6 1 (4.35%) Data Validation
6 1 (4.35%) Kimball Methodology
6 1 (4.35%) Test Planning
6 1 (4.35%) Test Strategy
Programming Languages
1 8 (34.78%) SQL
2 2 (8.70%) Java
Qualifications
1 2 (8.70%) Degree
2 1 (4.35%) AAT
2 1 (4.35%) ACCA
2 1 (4.35%) CIMA
Quality Assurance & Compliance
1 1 (4.35%) Data Quality
Vendors
1 9 (39.13%) Splunk
2 3 (13.04%) Oracle
3 2 (8.70%) EXASOL
3 2 (8.70%) Pega
3 2 (8.70%) SAP
3 2 (8.70%) Talend
4 1 (4.35%) Cognos
4 1 (4.35%) Hyperion
4 1 (4.35%) IBM
4 1 (4.35%) Microsoft
Liverpool, Merseyside
Rullion
Posted: 12 hours ago