Period
to 15 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Leeds with a requirement for Data Quality skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Quality over the 6 months to 15 December 2018 with a comparison to the same period in the previous 2 years.

Data Quality
6 months to
15 Dec 2018
Same period 2017 Same period 2016
Rank 157 187 213
Rank change year-on-year +30 +26 -21
Permanent jobs citing Data Quality 36 27 24
As % of all permanent IT jobs advertised in Leeds 0.99% 0.55% 0.45%
As % of the Quality Assurance & Compliance category 6.50% 4.92% 3.65%
Number of salaries quoted 31 22 19
Leeds median annual salary £42,500 £36,371 £31,750
Median salary % change year-on-year +16.85% +14.55% -29.44%
10th Percentile £35,000 £28,861 £24,000
90th Percentile £57,500 £49,000 £52,500
West Yorkshire median annual salary £43,750 £36,371 £40,000
% change year-on-year +20.29% -9.07% -13.04%

Data Quality is in the Quality Assurance and Compliance 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 quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Leeds
Permanent vacancies with a requirement for quality assurance or compliance skills 554 549 657
As % of all permanent IT jobs advertised in Leeds 15.30% 11.18% 12.21%
Number of salaries quoted 441 472 555
Leeds median annual salary £42,500 £43,000 £40,000
Median salary % change year-on-year -1.16% +7.50% -
10th Percentile £22,500 £26,250 £21,250
90th Percentile £63,750 £62,375 £65,000
West Yorkshire median annual salary £42,500 £42,000 £41,500
% change year-on-year +1.19% +1.20% +3.75%

Data Quality
Job Vacancy Trend in Leeds

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

Job vacancy trend for Data Quality in Leeds

Data Quality
Salary Trend in Leeds

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

Salary trend for Data Quality in Leeds

Data Quality
Salary Histogram in Leeds

The salary distribution of IT jobs citing Data Quality in Leeds over the 6 months to 15 December 2018.

Salary histogram for Data Quality in Leeds

For the 6 months to 15 December 2018, IT jobs citing Data Quality 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 Quality.

1 30 (83.33%) SQL
2 23 (63.89%) Data Modelling
3 18 (50.00%) Business Intelligence
3 18 (50.00%) Agile Software Development
4 17 (47.22%) Finance
5 15 (41.67%) Data Transformation
6 14 (38.89%) Visualisation
7 13 (36.11%) Analytics
7 13 (36.11%) Data Management
7 13 (36.11%) Data Warehouse
7 13 (36.11%) T-SQL
8 10 (27.78%) SQL Server Reporting Services
8 10 (27.78%) SQL Server Integration Services
8 10 (27.78%) Data Analytics
8 10 (27.78%) SQL Server Analysis Services
9 9 (25.00%) Data Integration
9 9 (25.00%) Data Visualisation
9 9 (25.00%) Tableau
10 8 (22.22%) Data Governance
10 8 (22.22%) Change Management
10 8 (22.22%) Python
10 8 (22.22%) Data Science
11 7 (19.44%) Microsoft
11 7 (19.44%) Oracle
11 7 (19.44%) ETL
11 7 (19.44%) Data Architecture
11 7 (19.44%) Relational Database
12 6 (16.67%) Oracle Database
12 6 (16.67%) Analytical Skills
12 6 (16.67%) Logical Data Model

Data Quality
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:

Application Platforms
1 2 (5.56%) SAS
2 1 (2.78%) Smallworld
Applications
1 3 (8.33%) Microsoft Excel
2 1 (2.78%) Microsoft Project
2 1 (2.78%) SPSS
Cloud Services
1 5 (13.89%) Amazon AWS
1 5 (13.89%) Amazon Kinesis
1 5 (13.89%) Amazon SageMaker
Database & Business Intelligence
1 13 (36.11%) Data Warehouse
2 10 (27.78%) SQL Server Analysis Services
2 10 (27.78%) SQL Server Integration Services
2 10 (27.78%) SQL Server Reporting Services
3 7 (19.44%) Relational Database
4 6 (16.67%) MongoDB
4 6 (16.67%) Oracle Database
4 6 (16.67%) Oracle ODI
4 6 (16.67%) RDBMS
4 6 (16.67%) SAP Data Services
5 5 (13.89%) Amazon Aurora
5 5 (13.89%) Amazon RDS
5 5 (13.89%) Amazon Redshift
5 5 (13.89%) Data Lake
5 5 (13.89%) Data Mining
5 5 (13.89%) Pentaho
5 5 (13.89%) Snowflake Schema
6 4 (11.11%) BusinessObjects
7 3 (8.33%) SQL Server
7 3 (8.33%) SQL Server 2012
Development Applications
1 6 (16.67%) ERwin
1 6 (16.67%) PowerDesigner
2 3 (8.33%) Team Foundation Server
General
1 17 (47.22%) Finance
2 5 (13.89%) Banking
3 4 (11.11%) Marketing
4 2 (5.56%) Retail
Job Titles
1 13 (36.11%) Developer
2 8 (22.22%) Analyst
3 6 (16.67%) Data Analyst
4 5 (13.89%) Business Intelligence Developer
4 5 (13.89%) Data Modeller
4 5 (13.89%) ETL Developer
5 4 (11.11%) Data Manager
5 4 (11.11%) Data Warehouse Manager
6 3 (8.33%) Data Scientist
6 3 (8.33%) Junior
6 3 (8.33%) Junior Business Intelligence Developer
6 3 (8.33%) Junior Developer
6 3 (8.33%) Senior Business Intelligence Developer
6 3 (8.33%) Senior Developer
6 3 (8.33%) SQL Developer
6 3 (8.33%) SSRS Developer
7 1 (2.78%) Analytics Consultant
7 1 (2.78%) Business Intelligence Consultant
7 1 (2.78%) Consultant
7 1 (2.78%) Data Engineer
Libraries, Frameworks & Software Standards
1 6 (16.67%) Oracle GoldenGate
2 5 (13.89%) Web Services
Miscellaneous
1 6 (16.67%) Analytical Skills
2 4 (11.11%) Market Risk
3 3 (8.33%) Algorithms
3 3 (8.33%) Management Information System
4 1 (2.78%) Driving Licence
4 1 (2.78%) PMI
4 1 (2.78%) Replication
Processes & Methodologies
1 23 (63.89%) Data Modelling
2 18 (50.00%) Agile Software Development
2 18 (50.00%) Business Intelligence
3 15 (41.67%) Data Transformation
4 14 (38.89%) Visualisation
5 13 (36.11%) Analytics
5 13 (36.11%) Data Management
6 10 (27.78%) Data Analytics
7 9 (25.00%) Data Integration
7 9 (25.00%) Data Visualisation
8 8 (22.22%) Change Management
8 8 (22.22%) Data Governance
8 8 (22.22%) Data Science
9 7 (19.44%) Data Architecture
9 7 (19.44%) ETL
10 6 (16.67%) Logical Data Model
10 6 (16.67%) Physical Data Model
10 6 (16.67%) Project Management
10 6 (16.67%) Quality Management
11 5 (13.89%) Change Data Capture
Programming Languages
1 30 (83.33%) SQL
2 13 (36.11%) T-SQL
3 8 (22.22%) Python
4 5 (13.89%) C#
4 5 (13.89%) Java
4 5 (13.89%) JavaScript
4 5 (13.89%) Ruby
4 5 (13.89%) Scala
5 3 (8.33%) R
6 1 (2.78%) VBA
Qualifications
1 5 (13.89%) AWS Certification
2 1 (2.78%) Degree
2 1 (2.78%) PMI Certification
Quality Assurance & Compliance
1 2 (5.56%) QA
2 1 (2.78%) SLA
Vendors
1 9 (25.00%) Tableau
2 7 (19.44%) Microsoft
2 7 (19.44%) Oracle
3 6 (16.67%) IBM
3 6 (16.67%) Trillium
4 1 (2.78%) Cloudera
4 1 (2.78%) SmartCo