Period
to 16 January 2019

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 January 2019 with a comparison to the same period in the previous 2 years.

Data Quality
Cambridgeshire > Cambridge
6 months to
16 Jan 2019
Same period 2018 Same period 2017
Rank 134 183 146
Rank change year-on-year +49 -37 +14
Permanent jobs citing Data Quality 13 3 8
As % of all permanent IT jobs advertised in Cambridge 0.63% 0.096% 0.36%
As % of the Quality Assurance & Compliance category 4.53% 1.79% 4.15%
Number of salaries quoted 13 7 6
Cambridge median annual salary £97,500 £30,500 £98,750
Median salary % change year-on-year +219.67% -69.11% +223.77%
10th Percentile £23,875 £29,250 £52,750
90th Percentile £101,250 £32,550 £160,000
Cambridgeshire median annual salary £34,500 £30,500 £57,500
% change year-on-year +13.11% -46.96% +71.64%

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 287 168 193
As % of all permanent IT jobs advertised in Cambridge 14.01% 5.36% 8.69%
Number of salaries quoted 160 94 155
Cambridge median annual salary £45,000 £45,000 £45,000
10th Percentile £28,625 £29,306 £31,250
90th Percentile £67,500 £62,425 £68,350
Cambridgeshire median annual salary £42,500 £40,000 £45,000
% change year-on-year +6.25% -11.11% +4.65%

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 January 2019.

Salary histogram for Data Quality in Cambridge

For the 6 months to 16 January 2019, 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 8 (61.54%) Data Modelling
1 8 (61.54%) Business Intelligence
1 8 (61.54%) Data Integration
1 8 (61.54%) Data Lake
2 7 (53.85%) Data Transformation
2 7 (53.85%) Analytics
2 7 (53.85%) Life Science
2 7 (53.85%) Project Management
2 7 (53.85%) Pharmaceutical
3 5 (38.46%) Master Data Management
4 4 (30.77%) Process Improvement
4 4 (30.77%) Finance
4 4 (30.77%) Retail
4 4 (30.77%) Data Management
4 4 (30.77%) SLA
4 4 (30.77%) Microsoft
4 4 (30.77%) Microsoft Office
4 4 (30.77%) SAP
4 4 (30.77%) Microsoft Excel
4 4 (30.77%) Coaching
4 4 (30.77%) Problem-Solving
5 1 (7.69%) Data-Driven Decision Making
5 1 (7.69%) Decision-Making
5 1 (7.69%) Apache Spark
5 1 (7.69%) Driving Licence
5 1 (7.69%) Power BI
5 1 (7.69%) HDFS
5 1 (7.69%) Data Warehouse
5 1 (7.69%) Smallworld
5 1 (7.69%) SQL

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 (7.69%) Apache Spark
1 1 (7.69%) Smallworld
Applications
1 4 (30.77%) Microsoft Excel
1 4 (30.77%) Microsoft Office
Database & Business Intelligence
1 8 (61.54%) Data Lake
2 1 (7.69%) Apache Hive
2 1 (7.69%) Big Data
2 1 (7.69%) Data Warehouse
2 1 (7.69%) Hadoop
2 1 (7.69%) Power BI
2 1 (7.69%) SQL Server
2 1 (7.69%) SQL Server Analysis Services
2 1 (7.69%) SQL Server Integration Services
2 1 (7.69%) SQL Server Reporting Services
General
1 7 (53.85%) Pharmaceutical
2 4 (30.77%) Finance
2 4 (30.77%) Retail
3 1 (7.69%) Legal
Job Titles
1 7 (53.85%) Programme Manager
2 4 (30.77%) Administrator
2 4 (30.77%) Data Administrator
2 4 (30.77%) Master Data Administrator
3 1 (7.69%) Big Data Developer
3 1 (7.69%) Developer
3 1 (7.69%) Network Planner
Libraries, Frameworks & Software Standards
1 1 (7.69%) Kafka
Miscellaneous
1 7 (53.85%) Life Science
2 1 (7.69%) Driving Licence
Processes & Methodologies
1 8 (61.54%) Business Intelligence
1 8 (61.54%) Data Integration
1 8 (61.54%) Data Modelling
2 7 (53.85%) Analytics
2 7 (53.85%) Data Transformation
2 7 (53.85%) Project Management
3 5 (38.46%) Master Data Management
4 4 (30.77%) Coaching
4 4 (30.77%) Data Management
4 4 (30.77%) Problem-Solving
4 4 (30.77%) Process Improvement
5 1 (7.69%) Data-Driven Decision Making
5 1 (7.69%) Decision-Making
5 1 (7.69%) Mathematics
5 1 (7.69%) Open Source
Programming Languages
1 1 (7.69%) Scala
1 1 (7.69%) SQL
Quality Assurance & Compliance
1 4 (30.77%) SLA
System Software
1 1 (7.69%) HDFS
Vendors
1 4 (30.77%) Microsoft
1 4 (30.77%) SAP