Period
to 23 May 2018

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 23 May 2018 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
23 May 2018
Same period 2017 Same period 2016
Rank 148 117 150
Rank change year-on-year -31 +33 -24
Contract jobs citing Data Transformation 6 15 7
As % of all contract IT jobs advertised in Manchester 0.20% 0.56% 0.19%
As % of the Processes & Methodologies category 0.23% 0.67% 0.23%
Number of daily rates quoted 2 12 1
Manchester median daily rate £388 £284 £650
Median daily rate % change year-on-year +36.44% -56.31% +100.00%
10th Percentile £366 £267 £625
90th Percentile £399 £371 £675
North West median daily rate £375 £325 £650
% change year-on-year +15.38% -50.00% +85.71%
Number of hourly rates quoted 0 0 0
Manchester median hourly rate - - -
North West median hourly rate - - -

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 2,632 2,229 3,051
As % of all contract IT jobs advertised in Manchester 86.35% 83.33% 84.26%
Number of daily rates quoted 1,719 1,365 1,797
Manchester median daily rate £400 £375 £388
Median daily rate % change year-on-year +6.67% -3.23% +8.39%
10th Percentile £263 £225 £244
90th Percentile £575 £550 £550
North West median daily rate £400 £400 £400
Number of hourly rates quoted 99 48 60
Manchester median hourly rate £19.52 £20.25 £18.99
Median hourly rate % change year-on-year -3.60% +6.62% +30.98%
10th Percentile £12.82 £11.75 £12.75
90th Percentile £42.00 £46.13 £40.00
North West median hourly rate £21.78 £35.50 £30.00
% change year-on-year -38.65% +18.33% +33.33%

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
Contract Job Locations in Manchester

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 Manchester region over the 6 months to 23 May 2018. 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
Salford - 1 - -
Data Transformation
North West

For the 6 months to 23 May 2018, IT contractor jobs citing Data Transformation also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Manchester region with a requirement for Data Transformation.

1 3 (50.00%) SQL
1 3 (50.00%) ETL
1 3 (50.00%) Management Information System
1 3 (50.00%) Data Management
1 3 (50.00%) Data Cleansing
2 2 (33.33%) Agile Software Development
2 2 (33.33%) Master Data Management
2 2 (33.33%) ASP.NET Web Forms
2 2 (33.33%) ASP.NET Web API
2 2 (33.33%) DevOps
2 2 (33.33%) Test Automation
2 2 (33.33%) Microsoft Azure
2 2 (33.33%) Amazon AWS
2 2 (33.33%) SaaS
2 2 (33.33%) Waterfall
2 2 (33.33%) REST
2 2 (33.33%) Change Control
2 2 (33.33%) Rackspace
2 2 (33.33%) Apache Spark
2 2 (33.33%) Data Structures
2 2 (33.33%) Boomi
2 2 (33.33%) SnapLogic
2 2 (33.33%) MuleSoft
2 2 (33.33%) iPaaS
2 2 (33.33%) IaaS
2 2 (33.33%) Identity Access Management
2 2 (33.33%) Single Sign-On
2 2 (33.33%) C#
2 2 (33.33%) Okta
2 2 (33.33%) Data Analysis

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:

Application Platforms
1 2 (33.33%) Apache
1 2 (33.33%) Apache Spark
Cloud Services
1 2 (33.33%) Amazon AWS
1 2 (33.33%) Boomi
1 2 (33.33%) IaaS
1 2 (33.33%) iPaaS
1 2 (33.33%) Microsoft Azure
1 2 (33.33%) SaaS
Database & Business Intelligence
1 2 (33.33%) BusinessObjects
1 2 (33.33%) Data Warehouse
1 2 (33.33%) SQL Server
Development Applications
1 2 (33.33%) JIRA
1 2 (33.33%) Visual Studio
General
1 2 (33.33%) Finance
2 1 (16.67%) Law
2 1 (16.67%) Legal
Job Titles
1 2 (33.33%) Analyst
1 2 (33.33%) Data Analyst
1 2 (33.33%) Developer
1 2 (33.33%) ETL Developer
1 2 (33.33%) Integration Engineer
2 1 (16.67%) Apache Spark Developer
2 1 (16.67%) Data Migration Analyst
2 1 (16.67%) Migration Analyst
2 1 (16.67%) Senior Analyst
2 1 (16.67%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 2 (33.33%) .NET
1 2 (33.33%) .NET Framework
1 2 (33.33%) ADO.NET
1 2 (33.33%) ASP.NET
1 2 (33.33%) ASP.NET Web API
1 2 (33.33%) ASP.NET Web Forms
1 2 (33.33%) JSON
1 2 (33.33%) LINQ
1 2 (33.33%) REST
1 2 (33.33%) WCF
1 2 (33.33%) Web Services
1 2 (33.33%) XML
Miscellaneous
1 3 (50.00%) Management Information System
2 2 (33.33%) Data Structures
3 1 (16.67%) Analytical Skills
3 1 (16.67%) Taxonomies
Processes & Methodologies
1 3 (50.00%) Data Cleansing
1 3 (50.00%) Data Management
1 3 (50.00%) ETL
2 2 (33.33%) Agile Software Development
2 2 (33.33%) Change Control
2 2 (33.33%) Code Coverage
2 2 (33.33%) Continuous Integration
2 2 (33.33%) Data Analysis
2 2 (33.33%) Data Modelling
2 2 (33.33%) DevOps
2 2 (33.33%) ERP
2 2 (33.33%) Identity Access Management
2 2 (33.33%) ITIL
2 2 (33.33%) Master Data Management
2 2 (33.33%) Migration
2 2 (33.33%) MVC
2 2 (33.33%) Service Management
2 2 (33.33%) Test Automation
2 2 (33.33%) Test Scripting
2 2 (33.33%) Waterfall
Programming Languages
1 3 (50.00%) SQL
2 2 (33.33%) C#
2 2 (33.33%) Python
System Software
1 2 (33.33%) Active Directory
Systems Management
1 2 (33.33%) Single Sign-On
Vendors
1 2 (33.33%) Informatica
1 2 (33.33%) Microsoft
1 2 (33.33%) MuleSoft
1 2 (33.33%) Okta
1 2 (33.33%) Oracle
1 2 (33.33%) Rackspace
1 2 (33.33%) SnapLogic