Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in the Midlands 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 23 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 > Midlands
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 196 228 195
Rank change year-on-year +32 -33 -7
Contract jobs citing Data Mapping 53 47 37
As % of all contract IT jobs advertised in the Midlands 0.64% 0.48% 0.44%
As % of the Processes & Methodologies category 0.78% 0.58% 0.56%
Number of daily rates quoted 42 33 27
Midlands median daily rate £425 £413 £363
Median daily rate % change year-on-year +3.03% +13.79% -12.12%
10th Percentile £313 £325 £261
90th Percentile £573 £523 £725
England median daily rate £450 £450 £425
% change year-on-year - +5.88% -
Number of hourly rates quoted 0 0 0
Midlands median hourly rate - - -
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 Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
Midlands
Contract vacancies with a requirement for process or methodology skills 6824 8073 6631
As % of all contract IT jobs advertised in the Midlands 82.99% 82.62% 78.92%
Number of daily rates quoted 4344 4930 3923
Midlands median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +2.74%
10th Percentile £250 £250 £232
90th Percentile £550 £575 £538
England median daily rate £450 £425 £425
% change year-on-year +5.88% - +6.25%
Number of hourly rates quoted 242 213 260
Midlands median hourly rate £20.89 £17.00 £18.52
Median hourly rate % change year-on-year +22.90% -8.21% +2.89%
10th Percentile £10.63 £10.50 £11.00
90th Percentile £48.75 £40.00 £42.67
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 Midlands

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

Job vacancy trend for Data Mapping in the Midlands

Data Mapping
Contractor Daily Rate Trend in the Midlands

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

Contractor daily rate trend for Data Mapping in the Midlands

Data Mapping
Contractor Daily Rate Histogram in the Midlands

The daily rate distribution of IT jobs citing Data Mapping in the Midlands over the 6 months to 23 November 2017.

Contractor daily rate histogram for Data Mapping in the Midlands

Data Mapping
Contractor Hourly Rate Trend in the Midlands

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

Contractor hourly rate trend for Data Mapping in the Midlands

Data Mapping
Contract Job Locations in the Midlands

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 Midlands region over the 6 months to 23 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
West Midlands +37 37 £425 -2.86% 1
East Midlands -5 15 £400 -
Data Mapping
England

For the 6 months to 23 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 Midlands region with a requirement for Data Mapping.

1 23 (43.40%) Migration
2 21 (39.62%) Data Migration
3 14 (26.42%) Finance
4 13 (24.53%) Data Quality
5 11 (20.75%) SQL
5 11 (20.75%) ETL
6 10 (18.87%) Microsoft Excel
7 9 (16.98%) Business Intelligence
7 9 (16.98%) SAP
7 9 (16.98%) Data Analysis
8 8 (15.09%) Agile Software Development
8 8 (15.09%) Data Management
8 8 (15.09%) Stakeholder Management
8 8 (15.09%) MS Visio
8 8 (15.09%) Project Management
9 7 (13.21%) Microsoft
9 7 (13.21%) ERP
9 7 (13.21%) PRINCE2
9 7 (13.21%) Business Analysis
9 7 (13.21%) Waterfall
9 7 (13.21%) Master Data Management
9 7 (13.21%) Analytical Skills
10 6 (11.32%) Data Reconciliation
10 6 (11.32%) Data Governance
10 6 (11.32%) System Testing
10 6 (11.32%) Risk Management
10 6 (11.32%) Data Modelling
11 5 (9.43%) Data Warehouse
11 5 (9.43%) Windows
11 5 (9.43%) PeopleSoft

Data Mapping
Co-occurring IT Skills in the Midlands 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 (3.77%) Confluence
1 2 (3.77%) SAS
2 1 (1.89%) BizTalk Server
Applications
1 10 (18.87%) Microsoft Excel
2 8 (15.09%) MS Visio
3 4 (7.55%) Microsoft PowerPoint
4 1 (1.89%) Microsoft Office
4 1 (1.89%) Microsoft Project
4 1 (1.89%) Spreadsheet
Business Applications
1 2 (3.77%) Oracle ERP
1 2 (3.77%) Oracle Financials
2 1 (1.89%) Dynamics CRM
2 1 (1.89%) Infor CloudSuite
2 1 (1.89%) Infor M3
2 1 (1.89%) SAP Payroll
2 1 (1.89%) Unit4 Business World
Cloud Services
1 3 (5.66%) Microsoft Azure
1 3 (5.66%) SaaS
2 1 (1.89%) Salesforce Sales Cloud
2 1 (1.89%) Salesforce Service Cloud
Communications & Networking
1 1 (1.89%) LDAP
Database & Business Intelligence
1 5 (9.43%) Data Warehouse
2 3 (5.66%) SQL Server Integration Services
3 2 (3.77%) OLAP
3 2 (3.77%) Relational Database
3 2 (3.77%) SQL Server
4 1 (1.89%) DB2
4 1 (1.89%) MS Access
4 1 (1.89%) SQL Server Analysis Services
4 1 (1.89%) SQL Server Reporting Services
Development Applications
1 2 (3.77%) JIRA
2 1 (1.89%) PeopleTools
2 1 (1.89%) Talend Open Studio
General
1 14 (26.42%) Finance
2 4 (7.55%) Banking
3 3 (5.66%) Investment Banking
4 2 (3.77%) Manufacturing
4 2 (3.77%) Retail
5 1 (1.89%) Legal
5 1 (1.89%) Marketing
Job Titles
1 27 (50.94%) Analyst
2 14 (26.42%) Business Analyst
3 8 (15.09%) Consultant
3 8 (15.09%) Data Analyst
4 7 (13.21%) Data Business Analyst
4 7 (13.21%) Data Migration Analyst
4 7 (13.21%) Migration Analyst
5 6 (11.32%) SAP Consultant
6 5 (9.43%) Architect
6 5 (9.43%) Regulatory Business Analyst
7 4 (7.55%) Data Architect
7 4 (7.55%) Project Manager
8 3 (5.66%) Information Architect
8 3 (5.66%) Integration Manager
8 3 (5.66%) Migration Architect
9 2 (3.77%) Compliance Business Analyst
9 2 (3.77%) Data Migration Architect
9 2 (3.77%) Data Migration Business Analyst
9 2 (3.77%) HR Analyst
9 2 (3.77%) IT Analyst
Libraries, Frameworks & Software Standards
1 3 (5.66%) Middleware
2 2 (3.77%) .NET
2 2 (3.77%) Oracle Fusion
3 1 (1.89%) Velocity
Miscellaneous
1 7 (13.21%) Analytical Skills
2 5 (9.43%) Data Structures
3 3 (5.66%) Management Information System
3 3 (5.66%) NHS
4 2 (3.77%) Data Protection Act
4 2 (3.77%) Smart Meter
5 1 (1.89%) Analytical Mindset
5 1 (1.89%) Computer Science
5 1 (1.89%) Greenfield Project
5 1 (1.89%) Mainframe
5 1 (1.89%) User Experience
Operating Systems
1 5 (9.43%) Windows
2 2 (3.77%) Windows 10
3 1 (1.89%) Linux
3 1 (1.89%) Unix
3 1 (1.89%) zOS
Processes & Methodologies
1 23 (43.40%) Migration
2 21 (39.62%) Data Migration
3 11 (20.75%) ETL
4 9 (16.98%) Business Intelligence
4 9 (16.98%) Data Analysis
5 8 (15.09%) Agile Software Development
5 8 (15.09%) Data Management
5 8 (15.09%) Project Management
5 8 (15.09%) Stakeholder Management
6 7 (13.21%) Business Analysis
6 7 (13.21%) ERP
6 7 (13.21%) Master Data Management
6 7 (13.21%) PRINCE2
6 7 (13.21%) Waterfall
7 6 (11.32%) Data Governance
7 6 (11.32%) Data Modelling
7 6 (11.32%) Data Reconciliation
7 6 (11.32%) Risk Management
7 6 (11.32%) System Testing
8 5 (9.43%) GAP Analysis
Programming Languages
1 11 (20.75%) SQL
2 2 (3.77%) PeopleCode
2 2 (3.77%) PL/SQL
2 2 (3.77%) SQR
3 1 (1.89%) C#
3 1 (1.89%) VB
3 1 (1.89%) VBA
Qualifications
1 2 (3.77%) BPSS Clearance
1 2 (3.77%) ISEB
1 2 (3.77%) SAS Certification
Quality Assurance & Compliance
1 13 (24.53%) Data Quality
2 4 (7.55%) GDPR
3 3 (5.66%) FATCA
3 3 (5.66%) MiFID
4 2 (3.77%) QA
5 1 (1.89%) Sarbanes-Oxley
System Software
1 1 (1.89%) RACF
Vendors
1 9 (16.98%) SAP
2 7 (13.21%) Microsoft
3 5 (9.43%) Oracle
3 5 (9.43%) PeopleSoft
4 1 (1.89%) Cognos
4 1 (1.89%) Epicor
4 1 (1.89%) Infor
4 1 (1.89%) ION Trading
4 1 (1.89%) Salesforce.com
4 1 (1.89%) Talend