Period
to 22 July 2017

The following table provides summary statistics for permanent job vacancies advertised in the East Midlands with a requirement for Data Transformation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Transformation over the 6 months to 22 July 2017 with a comparison to the same period in the previous 2 years.

Data Transformation
England > East Midlands
6 months to
22 Jul 2017
Same period 2016 Same period 2015
Rank 226 249 271
Rank change year-on-year +23 +22 -4
Permanent jobs citing Data Transformation 7 1 1
As % of all permanent IT jobs advertised in the East Midlands 0.13% 0.015% 0.014%
As % of the Processes & Methodologies category 0.14% 0.017% 0.016%
Number of salaries quoted 4 1 0
East Midlands median annual salary £51,500 £21,500 -
Median salary % change year-on-year +139.53% - -
England median annual salary £55,000 £45,000 £50,000
% change year-on-year +22.22% -10.00% -

Data Transformation is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the East Midlands with a requirement for process and methodology skills.

Process & Methodology Skills
East Midlands
Permanent job vacancies with a requirement for process and methodology skills 4926 5736 6373
As % of all permanent IT job vacancies advertised in the East Midlands 88.04% 88.50% 87.29%
Number of salaries quoted 3969 4575 5241
East Midlands median annual salary £40,500 £40,000 £40,000
Median salary % change year-on-year +1.25% - +2.56%
10th Percentile £26,200 £24,600 £23,750
90th Percentile £61,700 £60,000 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Transformation
Job Vacancy Trend in the East Midlands

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

Job vacancy trend for Data Transformation in the East Midlands

Data Transformation
Salary Trend in the East Midlands

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Transformation in the East Midlands.

Salary trend for Data Transformation in the East Midlands

Data Transformation
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Data Transformation in the East Midlands over the 6 months to 22 July 2017.

Salary histogram for Data Transformation in the East Midlands

Data Transformation
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Transformation within the East Midlands region over the 6 months to 22 July 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Nottinghamshire - 3 - -
Northamptonshire - 2 £56,250 -
Leicestershire +7 1 £53,000 +146.51%
Data Transformation
England

For the 6 months to 22 July 2017, IT 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 job ads across the East Midlands region with a requirement for Data Transformation.

1 6 (85.71%) Finance
2 5 (71.43%) Agile Software Development
2 5 (71.43%) TDD
2 5 (71.43%) C#
2 5 (71.43%) JSON
2 5 (71.43%) Git (software)
2 5 (71.43%) RESTful
2 5 (71.43%) Mercurial
2 5 (71.43%) Fintech
3 4 (57.14%) Data Ingestion
3 4 (57.14%) Java
4 3 (42.86%) SQL
4 3 (42.86%) HTTP
4 3 (42.86%) OO
4 3 (42.86%) Banking
4 3 (42.86%) Data Management
4 3 (42.86%) BDD
4 3 (42.86%) Test Automation
4 3 (42.86%) NoSQL
4 3 (42.86%) RabbitMQ
4 3 (42.86%) Kafka
4 3 (42.86%) High Availability
4 3 (42.86%) Mentoring
4 3 (42.86%) Data Engineering
5 2 (28.57%) SOLID
5 2 (28.57%) ASP.NET MVC 5
5 2 (28.57%) Blockchain
5 2 (28.57%) AppVeyor
5 2 (28.57%) Greenfield Project
5 2 (28.57%) Bitcoin

Data Transformation
Co-occurring IT Skills in the East 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 1 (14.29%) Apache Spark
Cloud Services
1 1 (14.29%) Microsoft Azure
Communications & Networking
1 3 (42.86%) HTTP
Database & Business Intelligence
1 3 (42.86%) NoSQL
2 2 (28.57%) Blockchain
2 2 (28.57%) SQL Server
3 1 (14.29%) Apache Hive
3 1 (14.29%) Big Data
3 1 (14.29%) Hadoop
3 1 (14.29%) HBase
3 1 (14.29%) SQL Server Integration Services
Development Applications
1 5 (71.43%) Git (software)
1 5 (71.43%) Mercurial
2 2 (28.57%) AppVeyor
2 2 (28.57%) Jenkins
General
1 6 (85.71%) Finance
2 3 (42.86%) Banking
Job Titles
1 6 (85.71%) Developer
2 3 (42.86%) Senior Developer
3 2 (28.57%) .NET Developer
3 2 (28.57%) Analyst
3 2 (28.57%) ASP.NET Developer
3 2 (28.57%) ASP.NET MVC Developer
4 1 (14.29%) Analyst Developer
4 1 (14.29%) Big Data Analyst
4 1 (14.29%) Big Data Developer
4 1 (14.29%) Data Analyst
4 1 (14.29%) Financial Analyst
4 1 (14.29%) SAP Analyst
4 1 (14.29%) SAP Financial Analyst
Libraries, Frameworks & Software Standards
1 5 (71.43%) JSON
1 5 (71.43%) RESTful
2 3 (42.86%) Kafka
2 3 (42.86%) RabbitMQ
3 2 (28.57%) .NET
3 2 (28.57%) AngularJS
3 2 (28.57%) ASP.NET
3 2 (28.57%) ASP.NET MVC
3 2 (28.57%) ASP.NET MVC 5
3 2 (28.57%) ASP.NET Web API
3 2 (28.57%) CSS
3 2 (28.57%) Entity Framework
3 2 (28.57%) HTML
3 2 (28.57%) HTML5
3 2 (28.57%) LESS
3 2 (28.57%) LINQ
3 2 (28.57%) Ninject
3 2 (28.57%) React
3 2 (28.57%) Unity DI Container
3 2 (28.57%) Web Services
Miscellaneous
1 5 (71.43%) Fintech
2 2 (28.57%) Bitcoin
2 2 (28.57%) Greenfield Project
3 1 (14.29%) Computer Science
Processes & Methodologies
1 5 (71.43%) Agile Software Development
1 5 (71.43%) TDD
2 4 (57.14%) Data Ingestion
3 3 (42.86%) BDD
3 3 (42.86%) Data Engineering
3 3 (42.86%) Data Management
3 3 (42.86%) High Availability
3 3 (42.86%) Mentoring
3 3 (42.86%) OO
3 3 (42.86%) Test Automation
4 2 (28.57%) Dependency Injection
4 2 (28.57%) ETL
4 2 (28.57%) MVC
4 2 (28.57%) Scrum
4 2 (28.57%) SOLID
5 1 (14.29%) Data Migration
5 1 (14.29%) Migration
5 1 (14.29%) Quality Management
5 1 (14.29%) Supplier Management
5 1 (14.29%) Unit Testing
Programming Languages
1 5 (71.43%) C#
2 4 (57.14%) Java
3 3 (42.86%) SQL
4 2 (28.57%) JavaScript
5 1 (14.29%) Scala
5 1 (14.29%) Shell Script
5 1 (14.29%) TypeScript
Qualifications
1 1 (14.29%) Computer Science Degree
1 1 (14.29%) Degree
System Software
1 1 (14.29%) HDFS
Vendors
1 1 (14.29%) Microsoft
1 1 (14.29%) SAP