Period
to 13 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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 13 December 2018 with a comparison to the same period in the previous 2 years.

Data Quality
East of England > Cambridgeshire
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 164 200 158
Rank change year-on-year +36 -42 +11
Permanent jobs citing Data Quality 14 9 18
As % of all permanent IT jobs advertised in Cambridgeshire 0.45% 0.21% 0.53%
As % of the Quality Assurance & Compliance category 3.16% 2.64% 6.04%
Number of salaries quoted 14 5 17
Cambridgeshire median annual salary £38,250 £31,500 £57,500
Median salary % change year-on-year +21.43% -45.22% +71.64%
10th Percentile £30,750 £24,860 £21,250
90th Percentile £101,250 £64,500 £160,000
East of England median annual salary £65,000 £40,000 £47,500
% change year-on-year +62.50% -15.79% +35.71%

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 Cambridgeshire with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Cambridgeshire
Permanent vacancies with a requirement for quality assurance or compliance skills 443 341 298
As % of all permanent IT jobs advertised in Cambridgeshire 14.38% 7.88% 8.73%
Number of salaries quoted 283 229 235
Cambridgeshire median annual salary £43,500 £40,000 £46,000
Median salary % change year-on-year +8.75% -13.04% +6.98%
10th Percentile £23,500 £25,372 £26,450
90th Percentile £61,250 £65,000 £67,000
East of England median annual salary £45,000 £45,000 £45,000

Data Quality
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Data Quality in Cambridgeshire

Data Quality
Salary Trend in Cambridgeshire

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

Salary trend for Data Quality in Cambridgeshire

Data Quality
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Data Quality in Cambridgeshire over the 6 months to 13 December 2018.

Salary histogram for Data Quality in Cambridgeshire

Data Quality
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the Cambridgeshire region over the 6 months to 13 December 2018. 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
Cambridge +42 7 £97,500 +73.33% 3
Peterborough -27 4 £38,250 +53.86% 3
Data Quality
East of England

For the 6 months to 13 December 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 Cambridgeshire region with a requirement for Data Quality.

1 10 (71.43%) Business Intelligence
2 7 (50.00%) Project Management
2 7 (50.00%) SQL Server Integration Services
3 5 (35.71%) Data Modelling
3 5 (35.71%) SQL Server
3 5 (35.71%) Data Integration
3 5 (35.71%) Data Lake
3 5 (35.71%) Power BI
4 4 (28.57%) Analytics
4 4 (28.57%) Life Science
4 4 (28.57%) Data Transformation
4 4 (28.57%) Microsoft Excel
4 4 (28.57%) MS Access
4 4 (28.57%) Pharmaceutical
4 4 (28.57%) Agile Software Development
5 3 (21.43%) SQL
5 3 (21.43%) Data Warehouse
5 3 (21.43%) Master Data Management
6 2 (14.29%) Data Structures
6 2 (14.29%) Driving Licence
6 2 (14.29%) Dynamics 365
6 2 (14.29%) E-Commerce
6 2 (14.29%) T-SQL
6 2 (14.29%) CRM
6 2 (14.29%) ETL
6 2 (14.29%) Smallworld
6 2 (14.29%) Dynamics CRM
6 2 (14.29%) Mathematics
7 1 (7.14%) Pay per click
7 1 (7.14%) Marketing

Data Quality
Co-occurring IT Skills in Cambridgeshire 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 2 (14.29%) Smallworld
2 1 (7.14%) Apache Spark
Applications
1 4 (28.57%) Microsoft Excel
Business Applications
1 2 (14.29%) Dynamics CRM
Cloud Services
1 2 (14.29%) Dynamics 365
Database & Business Intelligence
1 7 (50.00%) SQL Server Integration Services
2 5 (35.71%) Data Lake
2 5 (35.71%) Power BI
2 5 (35.71%) SQL Server
3 4 (28.57%) MS Access
4 3 (21.43%) Data Warehouse
5 1 (7.14%) Apache Hive
5 1 (7.14%) Big Data
5 1 (7.14%) Hadoop
5 1 (7.14%) SQL Server Analysis Services
5 1 (7.14%) SQL Server Reporting Services
Development Applications
1 1 (7.14%) SQL Server Management Studio (SSMS)
General
1 4 (28.57%) Pharmaceutical
2 1 (7.14%) Advertising
2 1 (7.14%) Legal
2 1 (7.14%) Marketing
Job Titles
1 5 (35.71%) Analyst
2 4 (28.57%) Programme Manager
3 2 (14.29%) Architect
3 2 (14.29%) Data Architect
3 2 (14.29%) Developer
4 1 (7.14%) Administrator
4 1 (7.14%) Big Data Developer
4 1 (7.14%) Business Intelligence Architect
4 1 (7.14%) Business Intelligence Developer
4 1 (7.14%) Data Administrator
4 1 (7.14%) Data Analyst
4 1 (7.14%) Database Architect
4 1 (7.14%) Database Developer
4 1 (7.14%) Designer
4 1 (7.14%) Digital Executive
4 1 (7.14%) Digital Marketing Executive
4 1 (7.14%) Marketing Executive
4 1 (7.14%) Network Planner
Libraries, Frameworks & Software Standards
1 1 (7.14%) Kafka
Miscellaneous
1 4 (28.57%) Life Science
2 2 (14.29%) Data Structures
2 2 (14.29%) Driving Licence
3 1 (7.14%) Digital Media
Processes & Methodologies
1 10 (71.43%) Business Intelligence
2 7 (50.00%) Project Management
3 5 (35.71%) Data Integration
3 5 (35.71%) Data Modelling
4 4 (28.57%) Agile Software Development
4 4 (28.57%) Analytics
4 4 (28.57%) Data Transformation
5 3 (21.43%) Master Data Management
6 2 (14.29%) CRM
6 2 (14.29%) E-Commerce
6 2 (14.29%) ETL
6 2 (14.29%) Mathematics
7 1 (7.14%) Budgeting and Forecasting
7 1 (7.14%) Content Writing
7 1 (7.14%) Contract Management
7 1 (7.14%) Conversion Rate Optimisation
7 1 (7.14%) Creative Thinking
7 1 (7.14%) Data-Driven Decision Making
7 1 (7.14%) Decision-Making
7 1 (7.14%) SEO
Programming Languages
1 3 (21.43%) SQL
2 2 (14.29%) T-SQL
3 1 (7.14%) Scala
Qualifications
1 1 (7.14%) Degree
System Software
1 1 (7.14%) HDFS
Vendors
1 1 (7.14%) Adobe