Period
to 22 September 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 22 September 2018 with a comparison to the same period in the previous 2 years.

Data Quality
East of England > Cambridgeshire
6 months to
22 Sep 2018
Same period 2017 Same period 2016
Rank 179 188 158
Rank change year-on-year +9 -30 +13
Permanent jobs citing Data Quality 17 15 24
As % of all permanent IT jobs advertised in Cambridgeshire 0.45% 0.41% 0.66%
As % of the Quality Assurance & Compliance category 3.48% 5.03% 6.08%
Number of salaries quoted 9 6 21
Cambridgeshire median annual salary £31,500 £50,000 £57,500
Median salary % change year-on-year -37.00% -13.04% +43.75%
10th Percentile £29,150 £24,860 £32,000
90th Percentile £46,800 £83,750 £160,000
East of England median annual salary £60,000 £50,000 £45,000
% change year-on-year +20.00% +11.11% +12.50%

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 489 298 395
As % of all permanent IT jobs advertised in Cambridgeshire 13.08% 8.06% 10.89%
Number of salaries quoted 297 203 336
Cambridgeshire median annual salary £44,000 £42,000 £47,500
Median salary % change year-on-year +4.76% -11.58% +11.76%
10th Percentile £23,500 £26,250 £26,875
90th Percentile £60,000 £68,750 £62,500
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 22 September 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 22 September 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
Peterborough -34 12 £36,750 +47.83% 2
Cambridge +6 2 £40,750 -49.06% 2
Data Quality
East of England

For the 6 months to 22 September 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 (58.82%) SQL Server
1 10 (58.82%) SQL
2 9 (52.94%) Agile Software Development
3 7 (41.18%) Business Intelligence
3 7 (41.18%) SQL Server Integration Services
4 6 (35.29%) Big Data
4 6 (35.29%) Finance
4 6 (35.29%) Creative Thinking
4 6 (35.29%) Problem-Solving
5 5 (29.41%) Acceptance Criteria
5 5 (29.41%) Power BI
5 5 (29.41%) Project Management
5 5 (29.41%) Amazon Redshift
5 5 (29.41%) Analytical Skills
5 5 (29.41%) Load Testing
5 5 (29.41%) Test Automation
5 5 (29.41%) Amazon AWS
6 4 (23.53%) Data Warehouse
6 4 (23.53%) Microsoft Excel
6 4 (23.53%) MS Access
7 3 (17.65%) Master Data Management
8 2 (11.76%) Data Structures
8 2 (11.76%) ETL
8 2 (11.76%) MongoDB
8 2 (11.76%) Data Governance
8 2 (11.76%) Data Protection
8 2 (11.76%) Dynamics CRM
8 2 (11.76%) CRM
8 2 (11.76%) E-Commerce
8 2 (11.76%) T-SQL

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 1 (5.88%) Apache Spark
1 1 (5.88%) Smallworld
Applications
1 4 (23.53%) Microsoft Excel
Business Applications
1 2 (11.76%) Dynamics CRM
Cloud Services
1 5 (29.41%) Amazon AWS
2 2 (11.76%) Dynamics 365
Database & Business Intelligence
1 10 (58.82%) SQL Server
2 7 (41.18%) SQL Server Integration Services
3 6 (35.29%) Big Data
4 5 (29.41%) Amazon Redshift
4 5 (29.41%) Power BI
5 4 (23.53%) Data Warehouse
5 4 (23.53%) MS Access
6 2 (11.76%) MongoDB
7 1 (5.88%) Apache Hive
7 1 (5.88%) Data Lake
7 1 (5.88%) Hadoop
7 1 (5.88%) SQL Server Analysis Services
7 1 (5.88%) SQL Server Reporting Services
Development Applications
1 1 (5.88%) SQL Server Management Studio (SSMS)
General
1 6 (35.29%) Finance
2 2 (11.76%) Marketing
3 1 (5.88%) Advertising
3 1 (5.88%) Legal
3 1 (5.88%) Telecoms
Job Titles
1 11 (64.71%) Analyst
2 5 (29.41%) Quality Analyst
3 2 (11.76%) Architect
3 2 (11.76%) Data Analyst
3 2 (11.76%) Data Architect
3 2 (11.76%) Data Governance Analyst
3 2 (11.76%) Data Governance Manager
3 2 (11.76%) Developer
3 2 (11.76%) Governance Manager
3 2 (11.76%) Senior Manager
4 1 (5.88%) Administrator
4 1 (5.88%) Big Data Developer
4 1 (5.88%) Business Intelligence Architect
4 1 (5.88%) Data Administrator
4 1 (5.88%) Database Architect
4 1 (5.88%) Database Developer
4 1 (5.88%) Digital Executive
4 1 (5.88%) Digital Marketing Executive
4 1 (5.88%) Governance Analyst
4 1 (5.88%) Marketing Executive
Libraries, Frameworks & Software Standards
1 1 (5.88%) Kafka
Miscellaneous
1 5 (29.41%) Analytical Skills
2 2 (11.76%) Data Structures
3 1 (5.88%) Digital Media
3 1 (5.88%) Driving Licence
Processes & Methodologies
1 9 (52.94%) Agile Software Development
2 7 (41.18%) Business Intelligence
3 6 (35.29%) Creative Thinking
3 6 (35.29%) Problem-Solving
4 5 (29.41%) Acceptance Criteria
4 5 (29.41%) Load Testing
4 5 (29.41%) Project Management
4 5 (29.41%) Test Automation
5 3 (17.65%) Master Data Management
6 2 (11.76%) CRM
6 2 (11.76%) Data Governance
6 2 (11.76%) Data Protection
6 2 (11.76%) Data Security
6 2 (11.76%) E-Commerce
6 2 (11.76%) ETL
7 1 (5.88%) Data Integration
7 1 (5.88%) Data Management
7 1 (5.88%) Data Modelling
7 1 (5.88%) SEO
7 1 (5.88%) User Acceptance Testing
Programming Languages
1 10 (58.82%) SQL
2 2 (11.76%) T-SQL
3 1 (5.88%) Scala
Qualifications
1 1 (5.88%) Degree
Quality Assurance & Compliance
1 1 (5.88%) SLA
System Software
1 1 (5.88%) HDFS
Vendors
1 1 (5.88%) Adobe