Period
to 31 March 2020

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 31 March 2020 with a comparison to the same period in the previous 2 years.

Data Quality
Cambridgeshire > Cambridge
6 months to
31 Mar 2020
Same period 2019 Same period 2018
Rank 106 121 186
Rank change year-on-year +15 +65 -34
Permanent jobs citing Data Quality 2 16 7
As % of all permanent jobs advertised in Cambridge 0.18% 0.88% 0.21%
As % of the Quality Assurance & Compliance category 1.32% 6.37% 3.06%
Number of salaries quoted 2 16 11
Median annual salary £64,750 £45,000 £30,500
Median salary % change year-on-year +43.89% +47.54% -46.96%
10th Percentile £41,725 £23,875 £29,250
90th Percentile £87,575 £101,250 £40,000
Cambridgeshire median annual salary £37,500 £45,000 £31,000
% change year-on-year -16.67% +45.16% -46.09%

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 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 151 251 229
As % of all permanent IT jobs advertised in Cambridge 13.42% 13.79% 6.76%
Number of salaries quoted 84 135 115
Median annual salary £49,500 £47,500 £45,500
Median salary % change year-on-year +4.21% +4.40% +1.11%
10th Percentile £27,500 £29,250 £28,950
90th Percentile £63,375 £67,500 £70,000
Cambridgeshire median annual salary £43,500 £45,000 £42,500
% change year-on-year -3.33% +5.88% -

Data Quality
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Data Quality in Cambridge

Data Quality
Salary Trend in Cambridge

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

Salary trend for Data Quality in Cambridge

Data Quality
Salary Histogram in Cambridge

Salary distribution for jobs citing Data Quality in Cambridge over the 6 months to 31 March 2020.

Salary histogram for Data Quality in Cambridge

For the 6 months to 31 March 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 Cambridge region with a requirement for Data Quality.

1 2 (100.00%) Analytical Skills
2 1 (50.00%) Apache Spark
2 1 (50.00%) Algorithms
2 1 (50.00%) Linear Regression
2 1 (50.00%) Convolutional Neural Network
2 1 (50.00%) Prototyping
2 1 (50.00%) Data Ingestion
2 1 (50.00%) Complexity Analysis
2 1 (50.00%) Random Forest
2 1 (50.00%) Regulatory Compliance
2 1 (50.00%) Sentiment Analysis
2 1 (50.00%) GDPR
2 1 (50.00%) Dynamics 365
2 1 (50.00%) Gradient Boosting
2 1 (50.00%) Analytical Mindset
2 1 (50.00%) Data Science
2 1 (50.00%) Problem-Solving
2 1 (50.00%) Naive Bayes
2 1 (50.00%) Support Vector Machines
2 1 (50.00%) Public Sector
2 1 (50.00%) Python
2 1 (50.00%) CRM
2 1 (50.00%) PhD
2 1 (50.00%) SharePoint
2 1 (50.00%) MATLAB
2 1 (50.00%) Change Management
2 1 (50.00%) Financial Institution
2 1 (50.00%) Finance
2 1 (50.00%) Econometrics
2 1 (50.00%) Dynamics CRM

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
1 1 (50.00%) SharePoint
Business Applications
1 1 (50.00%) Dynamics CRM
Cloud Services
1 1 (50.00%) Dynamics 365
Database & Business Intelligence
1 1 (50.00%) Apache Cassandra
1 1 (50.00%) Big Data
1 1 (50.00%) Hadoop
1 1 (50.00%) HBase
1 1 (50.00%) MongoDB
1 1 (50.00%) NoSQL
1 1 (50.00%) Sqoop
General
1 1 (50.00%) Finance
1 1 (50.00%) Financial Institution
1 1 (50.00%) Public Sector
Job Titles
1 1 (50.00%) CRM Manager
1 1 (50.00%) Data Scientist
1 1 (50.00%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 1 (50.00%) Kafka
1 1 (50.00%) Natural Language Processing
Miscellaneous
1 2 (100.00%) Analytical Skills
2 1 (50.00%) Algorithms
2 1 (50.00%) Analytical Mindset
Processes & Methodologies
1 1 (50.00%) Analytics
1 1 (50.00%) Applied Mathematics
1 1 (50.00%) Big Data Analytics
1 1 (50.00%) Change Management
1 1 (50.00%) Complexity Analysis
1 1 (50.00%) Convolutional Neural Network
1 1 (50.00%) CRM
1 1 (50.00%) Data Analytics
1 1 (50.00%) Data Ingestion
1 1 (50.00%) Econometrics
1 1 (50.00%) Linear Regression
1 1 (50.00%) Machine Learning
1 1 (50.00%) Mathematics
1 1 (50.00%) Physics
1 1 (50.00%) Predictive Analytics
1 1 (50.00%) Predictive Modelling
1 1 (50.00%) Prototyping
1 1 (50.00%) Random Forest
1 1 (50.00%) Regulatory Compliance
1 1 (50.00%) Statistics
Programming Languages
1 1 (50.00%) MATLAB
1 1 (50.00%) Python
1 1 (50.00%) R
Qualifications
1 1 (50.00%) PhD
Quality Assurance & Compliance
1 1 (50.00%) GDPR
System Software
1 1 (50.00%) Apache Flume
Vendors
1 1 (50.00%) Hortonworks