Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in the South West with a requirement for Data Transformation skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Transformation 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 Transformation
England > South West
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 187 202 198
Rank change year-on-year +15 -4 +6
Contract jobs citing Data Transformation 19 2 21
As % of all contract IT jobs advertised in the South West 0.34% 0.035% 0.32%
As % of the Processes & Methodologies category 0.41% 0.044% 0.40%
Number of daily rates quoted 15 2 13
South West median daily rate £450 £413 £350
Median daily rate % change year-on-year +9.09% +17.86% +5.26%
10th Percentile £365 £326 £307
90th Percentile £475 £529 £437
England median daily rate £488 £475 £450
% change year-on-year +2.63% +5.56% +5.88%
Number of hourly rates quoted 0 0 0
South West median hourly rate - - -
England median hourly rate £40.50 £89.38 £23.50
% change year-on-year -54.69% +280.32% -24.19%

Data Transformation 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 South West with a requirement for process or methodology skills.

All Process and Methodology Skills
South West
Contract vacancies with a requirement for process or methodology skills 4600 4555 5222
As % of all contract IT jobs advertised in the South West 81.17% 80.08% 79.75%
Number of daily rates quoted 2904 3079 3534
South West median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - -
10th Percentile £256 £238 £255
90th Percentile £559 £550 £525
England median daily rate £450 £425 £425
% change year-on-year +5.88% - +6.25%
Number of hourly rates quoted 190 267 261
South West median hourly rate £35.00 £31.50 £39.00
Median hourly rate % change year-on-year +11.11% -19.23% +41.82%
10th Percentile £12.34 £12.00 £14.13
90th Percentile £50.00 £47.50 £49.19
England median hourly rate £24.00 £24.00 £22.50
% change year-on-year - +6.67% +18.42%

Data Transformation
Job Vacancy Trend in the South West

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

Job vacancy trend for Data Transformation in the South West

Data Transformation
Contractor Daily Rate Trend in the South West

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

Contractor daily rate trend for Data Transformation in the South West

Data Transformation
Contractor Daily Rate Histogram in the South West

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

Contractor daily rate histogram for Data Transformation in the South West

Data Transformation
Contractor Hourly Rate Trend in the South West

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

Contractor hourly rate trend for Data Transformation in the South West

Data Transformation
Contract Job Locations in the South West

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Transformation within the South 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
Wiltshire - 12 £470 -
Bristol - 4 £400 -
Dorset - 3 - -
Data Transformation
England

For the 6 months to 24 November 2017, IT contractor jobs citing Data Transformation 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 South West region with a requirement for Data Transformation.

1 12 (63.16%) SQL
1 12 (63.16%) Finance
2 10 (52.63%) Migration
3 9 (47.37%) Stakeholder Management
3 9 (47.37%) SQL Server
3 9 (47.37%) Data Modelling
3 9 (47.37%) Data Migration
3 9 (47.37%) Data Cleansing
3 9 (47.37%) Data Quality
4 8 (42.11%) JSON
4 8 (42.11%) XML
4 8 (42.11%) Post-Production
5 7 (36.84%) User Acceptance Testing
5 7 (36.84%) Integration Testing
6 5 (26.32%) Analytical Skills
7 3 (15.79%) Management Information System
7 3 (15.79%) Business Continuity
7 3 (15.79%) Programme Management
7 3 (15.79%) N-Tier
7 3 (15.79%) MS Visio
7 3 (15.79%) SOA
7 3 (15.79%) RDBMS
7 3 (15.79%) Requirements Analysis
7 3 (15.79%) Banking
7 3 (15.79%) TOGAF
7 3 (15.79%) Business Analysis
7 3 (15.79%) Microsoft PowerPoint
7 3 (15.79%) Project Governance
7 3 (15.79%) Information Governance
7 3 (15.79%) Software Delivery

Data Transformation
Co-occurring IT Skills in the South 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 3 (15.79%) Microsoft PowerPoint
1 3 (15.79%) MS Visio
Business Applications
1 1 (5.26%) SAP IS-U
Cloud Services
1 1 (5.26%) Azure Data Factory
1 1 (5.26%) Microsoft Azure
Communications & Networking
1 1 (5.26%) Internet
Database & Business Intelligence
1 9 (47.37%) SQL Server
2 3 (15.79%) RDBMS
2 3 (15.79%) Relational Database
3 2 (10.53%) Data Warehouse
4 1 (5.26%) Azure SQL Data Warehouse
4 1 (5.26%) Microsoft Analysis Services
4 1 (5.26%) Oracle BI EE
4 1 (5.26%) Oracle ODI
4 1 (5.26%) Power BI
4 1 (5.26%) SQL Server 2016
4 1 (5.26%) SQL Server Analysis Services
Development Applications
1 1 (5.26%) ERwin
General
1 12 (63.16%) Finance
2 3 (15.79%) Banking
3 2 (10.53%) Retail
4 1 (5.26%) Billing
Job Titles
1 5 (26.32%) Architect
2 4 (21.05%) Consultant
3 3 (15.79%) Solutions Architect
4 2 (10.53%) Data Architect
4 2 (10.53%) Information Architect
4 2 (10.53%) SOA Architect
5 1 (5.26%) Analyst
5 1 (5.26%) Azure Consultant
5 1 (5.26%) Data Analyst
5 1 (5.26%) Data Consultant
5 1 (5.26%) Data Migration Consultant
5 1 (5.26%) Data Migration Lead
5 1 (5.26%) Data Migration Specialist
5 1 (5.26%) Developer
5 1 (5.26%) GDPR Consultant
5 1 (5.26%) Migration Consultant
5 1 (5.26%) Migration Specialist
5 1 (5.26%) Python Developer
5 1 (5.26%) Workstream Lead
Libraries, Frameworks & Software Standards
1 8 (42.11%) JSON
1 8 (42.11%) XML
Miscellaneous
1 5 (26.32%) Analytical Skills
2 3 (15.79%) Data Centre
2 3 (15.79%) Management Information System
2 3 (15.79%) N-Tier
Processes & Methodologies
1 10 (52.63%) Migration
2 9 (47.37%) Data Cleansing
2 9 (47.37%) Data Migration
2 9 (47.37%) Data Modelling
2 9 (47.37%) Stakeholder Management
3 8 (42.11%) Post-Production
4 7 (36.84%) Integration Testing
4 7 (36.84%) User Acceptance Testing
5 3 (15.79%) ArchiMate
5 3 (15.79%) Business Analysis
5 3 (15.79%) Business Continuity
5 3 (15.79%) Data Privacy
5 3 (15.79%) Information Governance
5 3 (15.79%) Programme Management
5 3 (15.79%) Project Governance
5 3 (15.79%) Requirements Analysis
5 3 (15.79%) SDLC
5 3 (15.79%) SOA
5 3 (15.79%) Software Delivery
5 3 (15.79%) TOGAF
Programming Languages
1 12 (63.16%) SQL
2 1 (5.26%) Python
Qualifications
1 3 (15.79%) BPSS Clearance
2 2 (10.53%) Security Cleared
3 1 (5.26%) Degree
3 1 (5.26%) SC Cleared
Quality Assurance & Compliance
1 9 (47.37%) Data Quality
2 3 (15.79%) GDPR
2 3 (15.79%) PMO
3 1 (5.26%) Disclosure Scotland
Vendors
1 1 (5.26%) Microsoft
1 1 (5.26%) Oracle
1 1 (5.26%) SAP