Period
to 17 November 2017

The following table provides summary statistics for contract job vacancies advertised in Manchester 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 17 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
North West > Manchester
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 135 135 151
Rank change year-on-year 0 +16 -23
Contract jobs citing Data Transformation 8 20 7
As % of all contract IT jobs advertised in Manchester 0.27% 0.56% 0.19%
As % of the Processes & Methodologies category 0.33% 0.67% 0.23%
Number of daily rates quoted 5 6 6
Manchester median daily rate £577 £463 £300
Median daily rate % change year-on-year +24.76% +54.17% -14.29%
North West median daily rate £375 £463 £300
% change year-on-year -18.92% +54.17% -14.29%
Number of hourly rates quoted 0 0 0
Manchester median hourly rate - - -
North West median hourly rate £53.00 - £21.50

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 Manchester with a requirement for process or methodology skills.

All Process and Methodology Skills
Manchester
Contract vacancies with a requirement for process or methodology skills 2400 3004 3021
As % of all contract IT jobs advertised in Manchester 81.27% 83.75% 80.03%
Number of daily rates quoted 1526 1906 1783
Manchester median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +8.70%
10th Percentile £263 £263 £250
90th Percentile £575 £538 £531
North West median daily rate £400 £400 £400
Number of hourly rates quoted 80 58 79
Manchester median hourly rate £17.50 £15.38 £19.00
Median hourly rate % change year-on-year +13.82% -19.08% +26.67%
10th Percentile £11.75 £11.76 £10.95
90th Percentile £45.30 £40.45 £42.10
North West median hourly rate £27.00 £22.85 £30.52
% change year-on-year +18.19% -25.15% +64.97%

Data Transformation
Job Vacancy Trend in Manchester

Job postings citing Data Transformation as a percentage of all IT jobs advertised in Manchester.

Job vacancy trend for Data Transformation in Manchester

Data Transformation
Contractor Daily Rate Trend in Manchester

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

Contractor daily rate trend for Data Transformation in Manchester

Data Transformation
Contractor Daily Rate Histogram in Manchester

The daily rate distribution of IT jobs citing Data Transformation in Manchester over the 6 months to 17 November 2017.

Contractor daily rate histogram for Data Transformation in Manchester

For the 6 months to 17 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 Manchester region with a requirement for Data Transformation.

1 7 (87.50%) Migration
2 5 (62.50%) ETL
3 4 (50.00%) XML
3 4 (50.00%) XSLT
3 4 (50.00%) XPath
3 4 (50.00%) Data Migration
4 3 (37.50%) Problem Management
4 3 (37.50%) Red Hat Enterprise Linux
4 3 (37.50%) EnterpriseDB
4 3 (37.50%) MongoDB
4 3 (37.50%) ITIL V3
4 3 (37.50%) High Availability
4 3 (37.50%) SFIA
4 3 (37.50%) Data Cleansing
4 3 (37.50%) Asset Management
4 3 (37.50%) ITIL
4 3 (37.50%) Linux
4 3 (37.50%) Java
4 3 (37.50%) SQL
4 3 (37.50%) DB2
4 3 (37.50%) OLAP
4 3 (37.50%) XSD
4 3 (37.50%) PostgreSQL
4 3 (37.50%) Hibernate
4 3 (37.50%) Red Hat
4 3 (37.50%) Configuration Management
4 3 (37.50%) OLTP
4 3 (37.50%) Star Schema
4 3 (37.50%) Performance Tuning
5 2 (25.00%) SQL Server

Data Transformation
Co-occurring IT Skills in Manchester 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:

Cloud Services
1 1 (12.50%) Microsoft Azure
Communications & Networking
1 1 (12.50%) FTP
1 1 (12.50%) HTTPS
Database & Business Intelligence
1 3 (37.50%) DB2
1 3 (37.50%) MongoDB
1 3 (37.50%) OLAP
1 3 (37.50%) OLTP
1 3 (37.50%) PostgreSQL
1 3 (37.50%) Star Schema
2 2 (25.00%) SQL Server
2 2 (25.00%) SQL Server 2008
2 2 (25.00%) SQL Server Integration Services
2 2 (25.00%) SQL Server Reporting Services
General
1 1 (12.50%) Law
Job Titles
1 3 (37.50%) Architect
1 3 (37.50%) Data Architect
1 3 (37.50%) Developer
2 2 (25.00%) Administrator
2 2 (25.00%) Data Administrator
2 2 (25.00%) Database Architect
2 2 (25.00%) DBA
2 2 (25.00%) SQL Developer
3 1 (12.50%) Data Analyst
3 1 (12.50%) Database Developer
3 1 (12.50%) Enterprise Architect
3 1 (12.50%) Enterprise Data Architect
3 1 (12.50%) HR Analyst
3 1 (12.50%) HR Data Analyst
3 1 (12.50%) Infrastructure Engineer
3 1 (12.50%) Infrastructure Operations Engineer
3 1 (12.50%) Senior Analyst
3 1 (12.50%) Senior Infrastructure Engineer
3 1 (12.50%) SSIS Developer
3 1 (12.50%) SSRS Developer
Libraries, Frameworks & Software Standards
1 4 (50.00%) XML
1 4 (50.00%) XSLT
2 3 (37.50%) Hibernate
2 3 (37.50%) XSD
3 1 (12.50%) EDI
Miscellaneous
1 1 (12.50%) Analytical Skills
1 1 (12.50%) FMCG
1 1 (12.50%) Management Information System
1 1 (12.50%) Taxonomies
Operating Systems
1 3 (37.50%) Linux
1 3 (37.50%) Red Hat Enterprise Linux
Processes & Methodologies
1 7 (87.50%) Migration
2 5 (62.50%) ETL
3 4 (50.00%) Data Migration
4 3 (37.50%) Asset Management
4 3 (37.50%) Configuration Management
4 3 (37.50%) Data Cleansing
4 3 (37.50%) High Availability
4 3 (37.50%) ITIL
4 3 (37.50%) ITIL V3
4 3 (37.50%) Performance Tuning
4 3 (37.50%) Problem Management
4 3 (37.50%) SFIA
5 2 (25.00%) Data Modelling
6 1 (12.50%) Analytics
6 1 (12.50%) B2B
6 1 (12.50%) Data Analytics
6 1 (12.50%) Data Architecture
6 1 (12.50%) Data Management
6 1 (12.50%) Data Mapping
6 1 (12.50%) Data Strategy
Programming Languages
1 4 (50.00%) XPath
2 3 (37.50%) Java
2 3 (37.50%) SQL
3 1 (12.50%) ActionScript
3 1 (12.50%) ActionScript 2.0
Quality Assurance & Compliance
1 2 (25.00%) Data Quality
Vendors
1 3 (37.50%) EnterpriseDB
1 3 (37.50%) Red Hat
2 2 (25.00%) Microsoft
3 1 (12.50%) IBM
3 1 (12.50%) IBM Sterling