Period
to 21 January 2018

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 21 January 2018 with a comparison to the same period in the previous 2 years.

Data Transformation
England > East Midlands
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 225 250 245
Rank change year-on-year +25 -5 +6
Permanent jobs citing Data Transformation 3 5 18
As % of all permanent IT jobs advertised in the East Midlands 0.059% 0.082% 0.26%
As % of the Processes & Methodologies category 0.066% 0.092% 0.29%
Number of salaries quoted 3 4 20
East Midlands median annual salary £45,000 £47,500 £25,500
Median salary % change year-on-year -5.26% +86.27% -38.55%
10th Percentile £38,500 £32,175 £24,250
90th Percentile £65,500 £55,250 £35,000
England median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% +3.09%

Data Transformation is in the Processes and Methodologies category. The following 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 or methodology skills.

All Process and Methodology Skills
East Midlands
Permanent vacancies with a requirement for process or methodology skills 4,521 5,408 6,207
As % of all permanent IT jobs advertised in the East Midlands 88.53% 89.06% 88.90%
Number of salaries quoted 3,786 4,331 4,885
East Midlands median annual salary £40,000 £42,500 £40,000
Median salary % change year-on-year -5.88% +6.25% -
10th Percentile £25,625 £26,250 £23,750
90th Percentile £65,000 £65,000 £58,750
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 21 January 2018.

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 21 January 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Northamptonshire +16 1 £65,000 +30.00%
Derbyshire - 1 £40,000 -
Leicestershire - 1 £45,000 -
Data Transformation
England

For the 6 months to 21 January 2018, 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 2 (66.67%) SQL
1 2 (66.67%) ETL
1 2 (66.67%) Business Intelligence
1 2 (66.67%) Project Management
1 2 (66.67%) Data Architecture
1 2 (66.67%) Migration
1 2 (66.67%) Stakeholder Management
2 1 (33.33%) Data Management
2 1 (33.33%) Business Analysis
2 1 (33.33%) Google
2 1 (33.33%) JSON
2 1 (33.33%) DataFlux
2 1 (33.33%) Data Migration
2 1 (33.33%) Data Validation
2 1 (33.33%) Data Mapping
2 1 (33.33%) Data Integration
2 1 (33.33%) Pentaho
2 1 (33.33%) Apex Code
2 1 (33.33%) Microsoft Azure
2 1 (33.33%) Amazon AWS
2 1 (33.33%) Tableau
2 1 (33.33%) Data Governance
2 1 (33.33%) Data Quality
2 1 (33.33%) Big Data
2 1 (33.33%) Talend
2 1 (33.33%) Cloudera
2 1 (33.33%) MapR
2 1 (33.33%) Master Data Management
2 1 (33.33%) Analytical Skills
2 1 (33.33%) BigQuery

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 (33.33%) SAS
Cloud Services
1 1 (33.33%) Amazon AWS
1 1 (33.33%) Google Cloud Platform
1 1 (33.33%) Microsoft Azure
Database & Business Intelligence
1 1 (33.33%) Big Data
1 1 (33.33%) BigQuery
1 1 (33.33%) DBAmp
1 1 (33.33%) Pentaho
1 1 (33.33%) Power BI
1 1 (33.33%) Qlik Sense
1 1 (33.33%) SQL Server
Job Titles
1 1 (33.33%) Consultant
1 1 (33.33%) Developer
1 1 (33.33%) Head of Data Quality
1 1 (33.33%) Salesforce Consultant
Libraries, Frameworks & Software Standards
1 1 (33.33%) HTML
1 1 (33.33%) JSON
1 1 (33.33%) XML
Miscellaneous
1 1 (33.33%) Analytical Skills
Processes & Methodologies
1 2 (66.67%) Business Intelligence
1 2 (66.67%) Data Architecture
1 2 (66.67%) ETL
1 2 (66.67%) Migration
1 2 (66.67%) Project Management
1 2 (66.67%) Stakeholder Management
2 1 (33.33%) Business Analysis
2 1 (33.33%) Data Deduplication
2 1 (33.33%) Data Engineering
2 1 (33.33%) Data Governance
2 1 (33.33%) Data Integration
2 1 (33.33%) Data Management
2 1 (33.33%) Data Mapping
2 1 (33.33%) Data Migration
2 1 (33.33%) Data Modelling
2 1 (33.33%) Data Validation
2 1 (33.33%) Master Data Management
2 1 (33.33%) Scenario Testing
2 1 (33.33%) Validation
Programming Languages
1 2 (66.67%) SQL
2 1 (33.33%) Apex Code
2 1 (33.33%) JavaScript
Quality Assurance & Compliance
1 1 (33.33%) Data Quality
Vendors
1 1 (33.33%) Cloudera
1 1 (33.33%) DataFlux
1 1 (33.33%) Google
1 1 (33.33%) Informatica
1 1 (33.33%) MapR
1 1 (33.33%) Microsoft
1 1 (33.33%) Salesforce.com
1 1 (33.33%) Tableau
1 1 (33.33%) Talend