Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Reading 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Data Quality
Berkshire > Reading
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 138 161 197
Rank change year-on-year +23 +36 0
Permanent jobs citing Data Quality 18 31 19
As % of all permanent IT jobs advertised in Reading 0.76% 0.90% 0.41%
As % of the Quality Assurance & Compliance category 5.66% 6.11% 3.06%
Number of salaries quoted 16 22 20
Reading median annual salary £43,250 £50,000 £52,500
Median salary % change year-on-year -13.50% -4.76% -2.78%
10th Percentile £30,525 £29,000 £35,000
90th Percentile £75,000 £82,250 £62,800
Berkshire median annual salary £52,000 £55,000 £50,000
% change year-on-year -5.45% +10.00% -7.41%

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 Reading with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Reading
Permanent vacancies with a requirement for quality assurance or compliance skills 318 507 620
As % of all permanent IT jobs advertised in Reading 13.49% 14.72% 13.39%
Number of salaries quoted 239 313 498
Reading median annual salary £45,000 £55,000 £47,500
Median salary % change year-on-year -18.18% +15.79% +15.85%
10th Percentile £31,175 £28,550 £26,250
90th Percentile £76,500 £75,000 £62,500
Berkshire median annual salary £45,000 £52,500 £50,000
% change year-on-year -14.29% +5.00% +11.11%

Data Quality
Job Vacancy Trend in Reading

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

Job vacancy trend for Data Quality in Reading

Data Quality
Salary Trend in Reading

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

Salary trend for Data Quality in Reading

Data Quality
Salary Histogram in Reading

The salary distribution of IT jobs citing Data Quality in Reading over the 6 months to 20 November 2017.

Salary histogram for Data Quality in Reading

For the 6 months to 20 November 2017, IT jobs citing Data Quality 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 Reading region with a requirement for Data Quality.

1 12 (66.67%) Data Management
1 12 (66.67%) Data Governance
2 9 (50.00%) Data Architecture
2 9 (50.00%) Master Data Management
3 7 (38.89%) Degree
3 7 (38.89%) SQL
4 6 (33.33%) Microsoft
4 6 (33.33%) Data Integration
4 6 (33.33%) Analytical Skills
4 6 (33.33%) Tableau
4 6 (33.33%) Analytics
5 5 (27.78%) Big Data
5 5 (27.78%) Big Data Analytics
5 5 (27.78%) Apache Spark
5 5 (27.78%) Python
5 5 (27.78%) SQL Server
5 5 (27.78%) Data Warehouse
5 5 (27.78%) Data Modelling
5 5 (27.78%) ETL
5 5 (27.78%) Business Intelligence
5 5 (27.78%) Agile Software Development
5 5 (27.78%) SQL Server Integration Services
5 5 (27.78%) Computer Science
6 4 (22.22%) Scrum
6 4 (22.22%) QA
6 4 (22.22%) QlikView
6 4 (22.22%) Mathematics
6 4 (22.22%) SQL Server Analysis Services
6 4 (22.22%) Predictive Analytics
6 4 (22.22%) Star Schema

Data Quality
Co-occurring IT Skills in Reading 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 5 (27.78%) Apache Spark
2 4 (22.22%) Apache Pig
Applications
1 1 (5.56%) Microsoft Office
Business Applications
1 2 (11.11%) SAP PM
2 1 (5.56%) Sprinklr
2 1 (5.56%) WebTrends
Cloud Services
1 4 (22.22%) Amazon AWS
1 4 (22.22%) Amazon EMR
2 1 (5.56%) Adobe Analytics
2 1 (5.56%) Cloud Computing
2 1 (5.56%) Microsoft Azure
2 1 (5.56%) Office 365
Database & Business Intelligence
1 5 (27.78%) Big Data
1 5 (27.78%) Data Warehouse
1 5 (27.78%) SQL Server
1 5 (27.78%) SQL Server Integration Services
2 4 (22.22%) Apache Hive
2 4 (22.22%) Hadoop
2 4 (22.22%) HBase
2 4 (22.22%) Impala
2 4 (22.22%) MySQL
2 4 (22.22%) NoSQL
2 4 (22.22%) Power BI
2 4 (22.22%) QlikView
2 4 (22.22%) Relational Database
2 4 (22.22%) SQL Server Analysis Services
2 4 (22.22%) Sqoop
2 4 (22.22%) Star Schema
3 2 (11.11%) GIS
4 1 (5.56%) Amazon Redshift
4 1 (5.56%) Data Lake
4 1 (5.56%) PostgreSQL
Development Applications
1 1 (5.56%) Visual Studio
General
1 2 (11.11%) Advertising
1 2 (11.11%) Marketing
2 1 (5.56%) Finance
2 1 (5.56%) Law
2 1 (5.56%) Legal
Job Titles
1 5 (27.78%) Consultant
1 5 (27.78%) Data Consultant
1 5 (27.78%) Data Governance Consultant
1 5 (27.78%) Developer
1 5 (27.78%) Governance Consultant
1 5 (27.78%) Master Data Consultant
1 5 (27.78%) Professional Services Consultant
2 4 (22.22%) Business Developer
2 4 (22.22%) Business Intelligence Developer
3 3 (16.67%) Analyst
4 2 (11.11%) Asset Management Analyst
4 2 (11.11%) Data Analyst
5 1 (5.56%) Big Data Engineer
5 1 (5.56%) Data Engineer
5 1 (5.56%) Data Governance Analyst
5 1 (5.56%) Data Governance Manager
5 1 (5.56%) Data Manager
5 1 (5.56%) Data Protection Officer
5 1 (5.56%) Finance Manager
5 1 (5.56%) Governance Manager
Libraries, Frameworks & Software Standards
1 4 (22.22%) XML
Miscellaneous
1 6 (33.33%) Analytical Skills
2 5 (27.78%) Computer Science
3 4 (22.22%) Management Information System
4 2 (11.11%) Driving Licence
5 1 (5.56%) Data Structures
5 1 (5.56%) Microsoft Licensing
5 1 (5.56%) Mobile App
5 1 (5.56%) Social Media
Operating Systems
1 1 (5.56%) Windows
1 1 (5.56%) Windows 10
Processes & Methodologies
1 12 (66.67%) Data Governance
1 12 (66.67%) Data Management
2 9 (50.00%) Data Architecture
2 9 (50.00%) Master Data Management
3 6 (33.33%) Analytics
3 6 (33.33%) Data Integration
4 5 (27.78%) Agile Software Development
4 5 (27.78%) Big Data Analytics
4 5 (27.78%) Business Intelligence
4 5 (27.78%) Data Modelling
4 5 (27.78%) ETL
5 4 (22.22%) Data Visualisation
5 4 (22.22%) Database Tuning
5 4 (22.22%) High Availability
5 4 (22.22%) MapReduce
5 4 (22.22%) Mathematics
5 4 (22.22%) Performance Tuning
5 4 (22.22%) Predictive Analytics
5 4 (22.22%) Scrum
5 4 (22.22%) Visualisation
Programming Languages
1 7 (38.89%) SQL
2 5 (27.78%) Python
3 4 (22.22%) JavaScript
4 1 (5.56%) C#
4 1 (5.56%) R
4 1 (5.56%) VBA
4 1 (5.56%) XAML
Qualifications
1 7 (38.89%) Degree
2 4 (22.22%) Computer Science Degree
3 2 (11.11%) HNC
4 1 (5.56%) CFA
Quality Assurance & Compliance
1 4 (22.22%) QA
2 1 (5.56%) Actionable Recommendations
2 1 (5.56%) GDPR
System Software
1 4 (22.22%) Apache Flume
1 4 (22.22%) HDFS
Systems Management
1 4 (22.22%) Nagios
1 4 (22.22%) Oozie
Vendors
1 6 (33.33%) Microsoft
1 6 (33.33%) Tableau
2 4 (22.22%) Cloudera
2 4 (22.22%) Oracle
3 3 (16.67%) SAP
4 1 (5.56%) Adobe
4 1 (5.56%) BMC
4 1 (5.56%) Brightcove
4 1 (5.56%) Informatica
4 1 (5.56%) Sysomos