Period
to 5 June 2020

The following table provides summary statistics for permanent job vacancies advertised in Berkshire 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 5 June 2020 with a comparison to the same period in the previous 2 years.

Data Quality
South East > Berkshire
6 months to
5 Jun 2020
Same period 2019 Same period 2018
Rank 155 184 224
Rank change year-on-year +29 +40 -16
Permanent jobs citing Data Quality 29 53 44
As % of all permanent jobs advertised in Berkshire 0.87% 0.94% 0.64%
As % of the Quality Assurance & Compliance category 5.97% 6.73% 4.44%
Number of salaries quoted 20 40 35
Median annual salary £75,000 £47,500 £60,000
Median salary % change year-on-year +57.89% -20.83% +9.09%
10th Percentile £69,750 £30,500 £37,350
90th Percentile £132,500 £76,000 £74,000
South East median annual salary £70,000 £55,000 £50,000
% change year-on-year +27.27% +10.00% +3.09%

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 Berkshire with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Berkshire
Permanent vacancies with a requirement for quality assurance or compliance skills 486 788 990
As % of all permanent IT jobs advertised in Berkshire 14.61% 14.03% 14.50%
Number of salaries quoted 286 566 746
Median annual salary £60,000 £50,000 £50,000
Median salary % change year-on-year +20.00% - -
10th Percentile £30,000 £30,250 £29,000
90th Percentile £90,000 £72,875 £73,750
South East median annual salary £51,500 £49,500 £47,500
% change year-on-year +4.04% +4.21% +11.76%

Data Quality
Job Vacancy Trend in Berkshire

Job postings citing Data Quality as a proportion of all IT jobs advertised in Berkshire.

Job vacancy trend for Data Quality in Berkshire

Data Quality
Salary Trend in Berkshire

3-month moving average salary quoted in jobs citing Data Quality in Berkshire.

Salary trend for Data Quality in Berkshire

Data Quality
Salary Histogram in Berkshire

Salary distribution for jobs citing Data Quality in Berkshire over the 6 months to 5 June 2020.

Salary histogram for Data Quality in Berkshire

Data Quality
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the Berkshire region over the 6 months to 5 June 2020. 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
Reading +33 15 £97,500 +153.25%
Newbury +29 6 £90,000 +31.87%
Data Quality
South East

For the 6 months to 5 June 2020, 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 Berkshire region with a requirement for Data Quality.

1 18 (62.07%) Data Integration
2 16 (55.17%) ETL
3 14 (48.28%) Informatica
4 11 (37.93%) Data Governance
5 10 (34.48%) Data Migration
5 10 (34.48%) Migration
5 10 (34.48%) Data Management
6 9 (31.03%) PowerCenter
6 9 (31.03%) Data Modelling
6 9 (31.03%) Business Intelligence
7 7 (24.14%) SQL
7 7 (24.14%) Telecoms
7 7 (24.14%) Data Architecture
8 6 (20.69%) Agile Software Development
9 5 (17.24%) Network Design
9 5 (17.24%) Problem Management
9 5 (17.24%) Data Warehouse
9 5 (17.24%) PRINCE2
9 5 (17.24%) Process Improvement
9 5 (17.24%) Root Cause Analysis
9 5 (17.24%) Analytics
9 5 (17.24%) Master Data Management
9 5 (17.24%) Data Transformation
9 5 (17.24%) GCP
10 4 (13.79%) Matrix Organization
10 4 (13.79%) Business Process Modelling
10 4 (13.79%) Data Strategy
10 4 (13.79%) Serverless
10 4 (13.79%) Boomi
10 4 (13.79%) Data Virtualisation

Data Quality
Co-occurring IT Skills in Berkshire 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 2 (6.90%) Microsoft Excel
Cloud Services
1 5 (17.24%) GCP
2 4 (13.79%) Boomi
2 4 (13.79%) Serverless
3 3 (10.34%) AWS
4 2 (6.90%) Azure
4 2 (6.90%) SaaS
5 1 (3.45%) Amazon EMR
5 1 (3.45%) Amazon S3
5 1 (3.45%) Power Platform
Database & Business Intelligence
1 9 (31.03%) PowerCenter
2 5 (17.24%) Data Warehouse
3 3 (10.34%) Apache Hive
3 3 (10.34%) Big Data
3 3 (10.34%) Hadoop
4 1 (3.45%) Amazon Aurora
4 1 (3.45%) Amazon Redshift
4 1 (3.45%) Data Lake
4 1 (3.45%) Electronic Patient Records
4 1 (3.45%) MySQL
4 1 (3.45%) NoSQL
4 1 (3.45%) OLTP
4 1 (3.45%) PostgreSQL
4 1 (3.45%) Power BI
4 1 (3.45%) QlikView
4 1 (3.45%) Relational Database
4 1 (3.45%) Sisense
4 1 (3.45%) SQL Server
4 1 (3.45%) SQL Server Integration Services
4 1 (3.45%) SQL Server Reporting Services
Development Applications
1 1 (3.45%) GitLab
General
1 7 (24.14%) Telecoms
2 1 (3.45%) Publishing
Job Titles
1 7 (24.14%) Architect
2 5 (17.24%) Data Manager
2 5 (17.24%) Informatica Architect
3 4 (13.79%) Head of Architecture
3 4 (13.79%) Head of Data Architecture
3 4 (13.79%) Technical Architect
4 3 (10.34%) Informatica Specialist
5 2 (6.90%) Consultant
5 2 (6.90%) Informatica Consultant
5 2 (6.90%) Integration Consultant
5 2 (6.90%) Solutions Architect
6 1 (3.45%) Data Architect
6 1 (3.45%) Data Model Manager
6 1 (3.45%) Data Modeller
6 1 (3.45%) Designer
6 1 (3.45%) Developer
6 1 (3.45%) Head of Business Intelligence
6 1 (3.45%) Senior Designer
6 1 (3.45%) Senior Developer
6 1 (3.45%) Senior Solutions Architect
Libraries, Frameworks & Software Standards
1 3 (10.34%) CSS
1 3 (10.34%) HTML
2 1 (3.45%) Web Services
Miscellaneous
1 3 (10.34%) Management Information System
2 1 (3.45%) Reference Data
2 1 (3.45%) Social Network
Operating Systems
1 3 (10.34%) Unix
Processes & Methodologies
1 18 (62.07%) Data Integration
2 16 (55.17%) ETL
3 11 (37.93%) Data Governance
4 10 (34.48%) Data Management
4 10 (34.48%) Data Migration
4 10 (34.48%) Migration
5 9 (31.03%) Business Intelligence
5 9 (31.03%) Data Modelling
6 7 (24.14%) Data Architecture
7 6 (20.69%) Agile Software Development
8 5 (17.24%) Analytics
8 5 (17.24%) Data Transformation
8 5 (17.24%) Master Data Management
8 5 (17.24%) Network Design
8 5 (17.24%) PRINCE2
8 5 (17.24%) Problem Management
8 5 (17.24%) Process Improvement
8 5 (17.24%) Root Cause Analysis
9 4 (13.79%) Data Virtualisation
9 4 (13.79%) Matrix Organization
Programming Languages
1 7 (24.14%) SQL
2 3 (10.34%) JavaScript
2 3 (10.34%) Shell Script
3 2 (6.90%) PL/SQL
Qualifications
1 4 (13.79%) Degree
System Software
1 2 (6.90%) HDFS
Vendors
1 14 (48.28%) Informatica
2 4 (13.79%) Oracle
3 3 (10.34%) Google
4 2 (6.90%) Cloudera
5 1 (3.45%) Tableau
5 1 (3.45%) Talend