Period
to 16 October 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 16 October 2018 with a comparison to the same period in the previous 2 years.

Data Quality
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 155 187 202
Rank change year-on-year +32 +15 -17
Permanent jobs citing Data Quality 39 33 41
As % of all permanent IT jobs advertised in Leeds 1.00% 0.69% 0.76%
As % of the Quality Assurance & Compliance category 6.19% 6.30% 6.08%
Number of salaries quoted 31 29 32
Leeds median annual salary £46,500 £36,000 £26,300
Median salary % change year-on-year +29.17% +36.88% -44.04%
10th Percentile £38,750 £31,764 £24,000
90th Percentile £57,500 £49,750 £58,125
West Yorkshire median annual salary £45,000 £36,871 £40,000
% change year-on-year +22.05% -7.82% -13.98%

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 630 524 674
As % of all permanent IT jobs advertised in Leeds 16.20% 10.97% 12.41%
Number of salaries quoted 510 447 565
Leeds median annual salary £44,500 £42,500 £40,000
Median salary % change year-on-year +4.71% +6.25% -
10th Percentile £27,375 £26,250 £22,750
90th Percentile £63,750 £63,000 £63,750
West Yorkshire median annual salary £43,817 £41,500 £41,500
% change year-on-year +5.58% - +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 16 October 2018.

Salary histogram for Data Quality in Leeds

For the 6 months to 16 October 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 35 (89.74%) SQL
2 28 (71.79%) Data Modelling
3 21 (53.85%) Finance
4 16 (41.03%) Data Transformation
5 15 (38.46%) Business Intelligence
5 15 (38.46%) Oracle
6 14 (35.90%) IBM
6 14 (35.90%) Trillium
6 14 (35.90%) PowerDesigner
6 14 (35.90%) ERwin
6 14 (35.90%) Data Management
6 14 (35.90%) Oracle ODI
6 14 (35.90%) Oracle GoldenGate
7 13 (33.33%) Logical Data Model
7 13 (33.33%) Physical Data Model
7 13 (33.33%) Relational Database
7 13 (33.33%) Data Cleansing
7 13 (33.33%) SAP Data Services
8 12 (30.77%) Data Warehouse
8 12 (30.77%) Data Governance
9 11 (28.21%) Visualisation
9 11 (28.21%) Analytics
10 10 (25.64%) Oracle Database
10 10 (25.64%) SQL Server Integration Services
10 10 (25.64%) SQL Server Analysis Services
10 10 (25.64%) RDBMS
10 10 (25.64%) Agile Software Development
10 10 (25.64%) SQL Server Reporting Services
11 9 (23.08%) Quality Management
11 9 (23.08%) Data Integration

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 3 (7.69%) SAS
Applications
1 3 (7.69%) Microsoft Excel
1 3 (7.69%) Microsoft Office
2 1 (2.56%) SPSS
Cloud Services
1 2 (5.13%) Amazon AWS
1 2 (5.13%) Amazon Kinesis
1 2 (5.13%) Amazon SageMaker
Database & Business Intelligence
1 14 (35.90%) Oracle ODI
2 13 (33.33%) Relational Database
2 13 (33.33%) SAP Data Services
3 12 (30.77%) Data Warehouse
4 10 (25.64%) Oracle Database
4 10 (25.64%) RDBMS
4 10 (25.64%) SQL Server Analysis Services
4 10 (25.64%) SQL Server Integration Services
4 10 (25.64%) SQL Server Reporting Services
5 5 (12.82%) Data Mining
6 4 (10.26%) BusinessObjects
7 3 (7.69%) Big Data
7 3 (7.69%) MongoDB
7 3 (7.69%) Power BI
7 3 (7.69%) SQL Server
8 2 (5.13%) Amazon Aurora
8 2 (5.13%) Amazon RDS
8 2 (5.13%) Amazon Redshift
8 2 (5.13%) Base SAS
8 2 (5.13%) Data Lake
Development Applications
1 14 (35.90%) ERwin
1 14 (35.90%) PowerDesigner
General
1 21 (53.85%) Finance
2 5 (12.82%) Banking
3 4 (10.26%) Financial Institution
4 3 (7.69%) Marketing
5 2 (5.13%) Retail
Job Titles
1 16 (41.03%) Analyst
2 13 (33.33%) Data Analyst
2 13 (33.33%) Data Modeller
3 7 (17.95%) Data Manager
3 7 (17.95%) Developer
4 5 (12.82%) Business Intelligence Developer
5 4 (10.26%) Data Warehouse Manager
6 3 (7.69%) Data Scientist
6 3 (7.69%) Junior
6 3 (7.69%) Junior Business Intelligence Developer
6 3 (7.69%) Junior Developer
6 3 (7.69%) Senior Business Intelligence Developer
6 3 (7.69%) Senior Developer
6 3 (7.69%) Senior Manager
7 2 (5.13%) ETL Developer
7 2 (5.13%) SAS Analyst
8 1 (2.56%) Data Consultant
8 1 (2.56%) Designer
8 1 (2.56%) Solutions Analyst
8 1 (2.56%) SQL Reporting Analyst
Libraries, Frameworks & Software Standards
1 14 (35.90%) Oracle GoldenGate
2 2 (5.13%) Web Services
Miscellaneous
1 6 (15.38%) Analytical Skills
2 4 (10.26%) Market Risk
3 3 (7.69%) Algorithms
4 1 (2.56%) PMI
Processes & Methodologies
1 28 (71.79%) Data Modelling
2 16 (41.03%) Data Transformation
3 15 (38.46%) Business Intelligence
4 14 (35.90%) Data Management
5 13 (33.33%) Data Cleansing
5 13 (33.33%) Logical Data Model
5 13 (33.33%) Physical Data Model
6 12 (30.77%) Data Governance
7 11 (28.21%) Analytics
7 11 (28.21%) Visualisation
8 10 (25.64%) Agile Software Development
9 9 (23.08%) Data Integration
9 9 (23.08%) Data Visualisation
9 9 (23.08%) Quality Management
10 7 (17.95%) Data Analytics
10 7 (17.95%) Data Architecture
10 7 (17.95%) ETL
11 5 (12.82%) Data Science
11 5 (12.82%) Data Strategy
11 5 (12.82%) Statistical Analysis
Programming Languages
1 35 (89.74%) SQL
2 7 (17.95%) T-SQL
3 5 (12.82%) Python
4 3 (7.69%) R
5 2 (5.13%) C#
5 2 (5.13%) Java
5 2 (5.13%) JavaScript
5 2 (5.13%) Ruby
5 2 (5.13%) Scala
6 1 (2.56%) VBA
Qualifications
1 2 (5.13%) AWS Certification
2 1 (2.56%) Degree
2 1 (2.56%) PMI Certification
Quality Assurance & Compliance
1 1 (2.56%) QA
1 1 (2.56%) SLA
Vendors
1 15 (38.46%) Oracle
2 14 (35.90%) IBM
2 14 (35.90%) Trillium
3 9 (23.08%) Tableau
4 4 (10.26%) Microsoft
5 3 (7.69%) Cognos
6 1 (2.56%) Cloudera
6 1 (2.56%) SmartCo