Period
to 20 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 20 June 2018 with a comparison to the same period in the previous 2 years.

Data Transformation
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 204 228 245
Rank change year-on-year +24 +17 +19
Permanent jobs citing Data Transformation 11 3 11
As % of all permanent IT jobs advertised in Leeds 0.23% 0.059% 0.18%
As % of the Processes & Methodologies category 0.25% 0.064% 0.19%
Number of salaries quoted 8 2 11
Leeds median annual salary £58,750 £41,250 £37,500
Median salary % change year-on-year +42.42% +10.00% +25.00%
10th Percentile £42,375 £37,875 £28,500
90th Percentile £70,000 £43,625 £71,250
West Yorkshire median annual salary £52,500 £42,500 £37,500
% change year-on-year +23.53% +13.33% +24.08%

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 Leeds with a requirement for process or methodology skills.

All Process and Methodology Skills
Leeds
Permanent vacancies with a requirement for process or methodology skills 4,435 4,720 5,692
As % of all permanent IT jobs advertised in Leeds 93.53% 93.34% 91.45%
Number of salaries quoted 3,728 4,047 4,643
Leeds median annual salary £45,000 £45,000 £41,500
Median salary % change year-on-year - +8.43% +3.75%
10th Percentile £28,750 £26,250 £27,000
90th Percentile £65,000 £62,500 £62,500
West Yorkshire median annual salary £45,000 £42,500 £40,500
% change year-on-year +5.88% +4.94% +1.25%

Data Transformation
Job Vacancy Trend in Leeds

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

Job vacancy trend for Data Transformation in Leeds

Data Transformation
Salary Trend in Leeds

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

Salary trend for Data Transformation in Leeds

Data Transformation
Salary Histogram in Leeds

The salary distribution of IT jobs citing Data Transformation in Leeds over the 6 months to 20 June 2018.

Salary histogram for Data Transformation in Leeds

For the 6 months to 20 June 2018, IT 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 permanent job ads across the Leeds region with a requirement for Data Transformation.

1 7 (63.64%) SQL
2 6 (54.55%) ETL
2 6 (54.55%) Data Management
3 4 (36.36%) Performance Management
3 4 (36.36%) Data Cleansing
3 4 (36.36%) Data Governance
3 4 (36.36%) Data Quality
3 4 (36.36%) SAP HANA
3 4 (36.36%) Big Data
3 4 (36.36%) Oracle ODI
3 4 (36.36%) Oracle Database
3 4 (36.36%) Relational Database
3 4 (36.36%) Trillium
3 4 (36.36%) Business Intelligence
3 4 (36.36%) RDBMS
3 4 (36.36%) IBM
3 4 (36.36%) BusinessObjects
3 4 (36.36%) SAP BW
3 4 (36.36%) PowerDesigner
3 4 (36.36%) ERwin
3 4 (36.36%) ABAP
3 4 (36.36%) Oracle
3 4 (36.36%) SAP
3 4 (36.36%) Data Warehouse
3 4 (36.36%) Data Modelling
3 4 (36.36%) Finance
3 4 (36.36%) Oracle GoldenGate
4 3 (27.27%) Logical Data Model
4 3 (27.27%) Physical Data Model
4 3 (27.27%) Quality Management

Data Transformation
Co-occurring IT Skills in Leeds 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 1 (9.09%) Microsoft Excel
1 1 (9.09%) Microsoft Office
Database & Business Intelligence
1 4 (36.36%) Big Data
1 4 (36.36%) BusinessObjects
1 4 (36.36%) Data Warehouse
1 4 (36.36%) Oracle Database
1 4 (36.36%) Oracle ODI
1 4 (36.36%) RDBMS
1 4 (36.36%) Relational Database
1 4 (36.36%) SAP BW
1 4 (36.36%) SAP HANA
2 3 (27.27%) SAP Data Services
3 2 (18.18%) MongoDB
4 1 (9.09%) MS Access
4 1 (9.09%) Oracle OWB
4 1 (9.09%) SQL Server
4 1 (9.09%) SQL Server 2008
4 1 (9.09%) SQL Server Integration Services
Development Applications
1 4 (36.36%) ERwin
1 4 (36.36%) PowerDesigner
2 1 (9.09%) Visual Studio
General
1 4 (36.36%) Finance
Job Titles
1 4 (36.36%) Data Modeller
2 3 (27.27%) Analyst
2 3 (27.27%) Data Analyst
3 2 (18.18%) Data Engineer
3 2 (18.18%) Senior Data Engineer
4 1 (9.09%) .NET Developer
4 1 (9.09%) C# .NET Developer
4 1 (9.09%) C# Developer
4 1 (9.09%) Developer
4 1 (9.09%) Lead .NET Developer
4 1 (9.09%) Lead C# Developer
4 1 (9.09%) Lead Developer
4 1 (9.09%) Technical Leader
Libraries, Frameworks & Software Standards
1 4 (36.36%) Oracle GoldenGate
2 1 (9.09%) .NET
2 1 (9.09%) ASP.NET
2 1 (9.09%) Classic ASP
Miscellaneous
1 1 (9.09%) Analytical Skills
Processes & Methodologies
1 6 (54.55%) Data Management
1 6 (54.55%) ETL
2 4 (36.36%) Business Intelligence
2 4 (36.36%) Data Cleansing
2 4 (36.36%) Data Governance
2 4 (36.36%) Data Modelling
2 4 (36.36%) Performance Management
3 3 (27.27%) Data Integration
3 3 (27.27%) Logical Data Model
3 3 (27.27%) Physical Data Model
3 3 (27.27%) Quality Management
4 2 (18.18%) Analytics
4 2 (18.18%) Data Analytics
4 2 (18.18%) Data Migration
4 2 (18.18%) Data Security
4 2 (18.18%) Data Visualisation
4 2 (18.18%) Migration
4 2 (18.18%) Visualisation
5 1 (9.09%) MVC
5 1 (9.09%) Stakeholder Management
Programming Languages
1 7 (63.64%) SQL
2 4 (36.36%) ABAP
3 2 (18.18%) Python
4 1 (9.09%) C#
4 1 (9.09%) T-SQL
4 1 (9.09%) VBA
Quality Assurance & Compliance
1 4 (36.36%) Data Quality
2 2 (18.18%) GDPR
Vendors
1 4 (36.36%) IBM
1 4 (36.36%) Oracle
1 4 (36.36%) SAP
1 4 (36.36%) Trillium