Period
to 16 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridge 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
Cambridgeshire > Cambridge
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 139 162 143
Rank change year-on-year +23 -19 +6
Permanent jobs citing Data Quality 2 11 13
As % of all permanent IT jobs advertised in Cambridge 0.089% 0.40% 0.56%
As % of the Quality Assurance & Compliance category 0.71% 7.10% 5.88%
Number of salaries quoted 2 3 10
Cambridge median annual salary £40,750 £80,000 £57,500
Median salary % change year-on-year -49.06% +39.13% +43.75%
10th Percentile £28,425 £46,000 £32,000
90th Percentile £54,475 £84,500 £160,000
Cambridgeshire median annual salary £31,750 £42,500 £57,500
% change year-on-year -25.29% -26.09% +43.75%

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 Cambridge with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Cambridge
Permanent vacancies with a requirement for quality assurance or compliance skills 280 155 221
As % of all permanent IT jobs advertised in Cambridge 12.48% 5.66% 9.60%
Number of salaries quoted 162 102 189
Cambridge median annual salary £45,000 £43,000 £47,500
Median salary % change year-on-year +4.65% -9.47% +11.76%
10th Percentile £32,500 £29,750 £31,450
90th Percentile £65,000 £68,750 £65,850
Cambridgeshire median annual salary £44,000 £40,000 £47,500
% change year-on-year +10.00% -15.79% +11.76%

Data Quality
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Data Quality in Cambridge

Data Quality
Salary Trend in Cambridge

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

Salary trend for Data Quality in Cambridge

Data Quality
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Data Quality in Cambridge over the 6 months to 16 October 2018.

Salary histogram for Data Quality in Cambridge

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 Cambridge region with a requirement for Data Quality.

1 1 (50.00%) SQL
1 1 (50.00%) SQL Server
1 1 (50.00%) Data Warehouse
1 1 (50.00%) Data Modelling
1 1 (50.00%) Business Intelligence
1 1 (50.00%) Adobe
1 1 (50.00%) SEO
1 1 (50.00%) Legal
1 1 (50.00%) Advertising
1 1 (50.00%) SQL Server Reporting Services
1 1 (50.00%) SQL Server Integration Services
1 1 (50.00%) Pay per click
1 1 (50.00%) Marketing
1 1 (50.00%) Degree
1 1 (50.00%) Digital Marketing
1 1 (50.00%) SQL Server Analysis Services
1 1 (50.00%) Data Integration
1 1 (50.00%) Scala
1 1 (50.00%) Hadoop
1 1 (50.00%) Open Source
1 1 (50.00%) Apache Hive
1 1 (50.00%) Marketing Strategy
1 1 (50.00%) Digital Media
1 1 (50.00%) Big Data
1 1 (50.00%) Kafka
1 1 (50.00%) Master Data Management
1 1 (50.00%) HDFS
1 1 (50.00%) Apache Spark
1 1 (50.00%) Power BI
1 1 (50.00%) Budgeting and Forecasting

Data Quality
Co-occurring IT Skills in Cambridge 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 1 (50.00%) Apache Spark
Database & Business Intelligence
1 1 (50.00%) Apache Hive
1 1 (50.00%) Big Data
1 1 (50.00%) Data Lake
1 1 (50.00%) Data Warehouse
1 1 (50.00%) Hadoop
1 1 (50.00%) Power BI
1 1 (50.00%) SQL Server
1 1 (50.00%) SQL Server Analysis Services
1 1 (50.00%) SQL Server Integration Services
1 1 (50.00%) SQL Server Reporting Services
General
1 1 (50.00%) Advertising
1 1 (50.00%) Legal
1 1 (50.00%) Marketing
Job Titles
1 1 (50.00%) Big Data Developer
1 1 (50.00%) Developer
1 1 (50.00%) Digital Executive
1 1 (50.00%) Digital Marketing Executive
1 1 (50.00%) Marketing Executive
Libraries, Frameworks & Software Standards
1 1 (50.00%) Kafka
Miscellaneous
1 1 (50.00%) Digital Media
Processes & Methodologies
1 1 (50.00%) Budgeting and Forecasting
1 1 (50.00%) Business Intelligence
1 1 (50.00%) Content Writing
1 1 (50.00%) Conversion Rate Optimisation
1 1 (50.00%) Creative Thinking
1 1 (50.00%) Data Integration
1 1 (50.00%) Data Modelling
1 1 (50.00%) Data-Driven Decision Making
1 1 (50.00%) Decision-Making
1 1 (50.00%) Digital Marketing
1 1 (50.00%) Marketing Strategy
1 1 (50.00%) Master Data Management
1 1 (50.00%) Open Source
1 1 (50.00%) Pay per click
1 1 (50.00%) SEO
Programming Languages
1 1 (50.00%) Scala
1 1 (50.00%) SQL
Qualifications
1 1 (50.00%) Degree
System Software
1 1 (50.00%) HDFS
Vendors
1 1 (50.00%) Adobe