Period
to 16 January 2022

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 16 January 2022 with a comparison to the same period in the previous 2 years.

Data Quality
East of England > Cambridgeshire
6 months to
16 Jan 2022
Same period 2021 Same period 2020
Rank 57 75 116
Rank change year-on-year +18 +41 +54
Permanent jobs citing Data Quality 83 10 23
As % of all permanent jobs advertised in Cambridgeshire 4.36% 1.18% 1.21%
As % of the Quality Assurance & Compliance category 19.48% 9.26% 7.49%
Number of salaries quoted 4 6 14
10th Percentile " " £31,500
25th Percentile £30,900 £36,250 £31,750
Median annual salary (50th Percentile) £48,836 £37,500 £37,500
Median % change year-on-year +30.23% - +8.70%
75th Percentile £66,250 £38,750 £38,750
90th Percentile £68,500 " £52,750
East of England median annual salary £65,000 £37,500 £40,000
% change year-on-year +73.33% -6.25% -38.46%

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 426 108 307
As % of all permanent IT jobs advertised in Cambridgeshire 22.39% 12.77% 16.10%
Number of salaries quoted 121 78 192
10th Percentile £25,750 £25,875 £26,278
25th Percentile £36,250 £36,250 £30,782
Median annual salary (50th Percentile) £45,000 £45,000 £41,250
Median % change year-on-year - +9.09% -5.17%
75th Percentile £58,750 £55,625 £55,000
90th Percentile £75,000 £62,500 £63,750
East of England median annual salary £46,865 £46,250 £44,000
% change year-on-year +1.33% +5.11% -2.22%

Data Quality
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Data Quality in Cambridgeshire

Data Quality
Salary Trend in Cambridgeshire

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

Salary trend for Data Quality in Cambridgeshire

Data Quality
Salary Histogram in Cambridgeshire

Salary distribution for jobs citing Data Quality in Cambridgeshire over the 6 months to 16 January 2022.

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 16 January 2022. 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 +30 80 £67,500 -
Peterborough -20 2 £32,673 -12.87%
Data Quality
East of England

For the 6 months to 16 January 2022, 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 64 (77.11%) Degree
2 60 (72.29%) Social Skills
3 42 (50.60%) Games
4 40 (48.19%) Problem-Solving
5 37 (44.58%) Data Management
5 37 (44.58%) Migration
6 30 (36.14%) Management Information System
6 30 (36.14%) SDLC
7 28 (33.73%) Life Science
7 28 (33.73%) SQL
8 27 (32.53%) Inclusion and Diversity
9 25 (30.12%) Data Governance
10 24 (28.92%) Spotfire
11 22 (26.51%) Project Management
11 22 (26.51%) Tableau
12 21 (25.30%) Data Migration
12 21 (25.30%) Analytics
12 21 (25.30%) Law
13 20 (24.10%) Analytical Skills
13 20 (24.10%) Data Science
14 19 (22.89%) Visualisation
15 18 (21.69%) Finance
15 18 (21.69%) Validation
15 18 (21.69%) Analytical Thinking
16 17 (20.48%) Business Development
17 16 (19.28%) Legal
17 16 (19.28%) Data Cleansing
17 16 (19.28%) Test Scripting
17 16 (19.28%) Contingency Planning
17 16 (19.28%) Digital Enablement

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 15 (18.07%) SAS
Applications
1 7 (8.43%) Microsoft Excel
Business Applications
1 5 (6.02%) Oracle ERP
Cloud Services
1 7 (8.43%) Power Platform
2 2 (2.41%) AWS
2 2 (2.41%) Azure
Communications & Networking
1 1 (1.20%) Internet
Database & Business Intelligence
1 24 (28.92%) Spotfire
2 22 (26.51%) Tableau
3 15 (18.07%) Crystal Reports
4 9 (10.84%) Oracle Reports
5 7 (8.43%) Power BI
6 2 (2.41%) Data Warehouse
6 2 (2.41%) Relational Database
6 2 (2.41%) SQL Server Reporting Services
7 1 (1.20%) Data Lake
7 1 (1.20%) Data Mining
Development Applications
1 2 (2.41%) Git (software)
2 1 (1.20%) Gerrit
2 1 (1.20%) Jenkins
2 1 (1.20%) JIRA
General
1 60 (72.29%) Social Skills
2 42 (50.60%) Games
3 27 (32.53%) Inclusion and Diversity
4 21 (25.30%) Law
5 20 (24.10%) Analytical Skills
6 18 (21.69%) Finance
7 16 (19.28%) Legal
8 9 (10.84%) Humanities
8 9 (10.84%) Marketing
9 4 (4.82%) Organisational Skills
10 1 (1.20%) Electronics
10 1 (1.20%) Pharmaceutical
10 1 (1.20%) Presentation Skills
Job Titles
1 23 (27.71%) Analyst
2 16 (19.28%) Implementation Manager
3 15 (18.07%) Programmer
4 14 (16.87%) Testing Engineer
5 10 (12.05%) Data Analyst
6 7 (8.43%) Insight Analyst
7 5 (6.02%) Coordinator
7 5 (6.02%) Data Coordinator
7 5 (6.02%) Procurement Coordinator
7 5 (6.02%) Project Coordinator
8 4 (4.82%) Digital Analyst
8 4 (4.82%) Portfolio Analyst
9 3 (3.61%) Digital Product Manager
9 3 (3.61%) Product Manager
10 2 (2.41%) Developer
10 2 (2.41%) Lead Developer
11 1 (1.20%) Data Manager
11 1 (1.20%) Java Developer
11 1 (1.20%) Lead Java Developer
11 1 (1.20%) Programme Manager
Libraries, Frameworks & Software Standards
1 2 (2.41%) React
2 1 (1.20%) D3.js
2 1 (1.20%) Pandas
Miscellaneous
1 30 (36.14%) Management Information System
2 28 (33.73%) Life Science
3 9 (10.84%) Reference Data
4 2 (2.41%) User Experience
5 1 (1.20%) Algorithms
5 1 (1.20%) Analytical Mindset
5 1 (1.20%) Internet of Things
5 1 (1.20%) Smartphone
5 1 (1.20%) Social Media
Processes & Methodologies
1 40 (48.19%) Problem-Solving
2 37 (44.58%) Data Management
2 37 (44.58%) Migration
3 30 (36.14%) SDLC
4 25 (30.12%) Data Governance
5 22 (26.51%) Project Management
6 21 (25.30%) Analytics
6 21 (25.30%) Data Migration
7 20 (24.10%) Data Science
8 19 (22.89%) Visualisation
9 18 (21.69%) Analytical Thinking
9 18 (21.69%) Validation
10 17 (20.48%) Business Development
11 16 (19.28%) Contingency Planning
11 16 (19.28%) Data Cleansing
11 16 (19.28%) Digital Enablement
11 16 (19.28%) Test Scripting
12 15 (18.07%) Change Management
12 15 (18.07%) Mentoring
12 15 (18.07%) Time Management
Programming Languages
1 28 (33.73%) SQL
2 9 (10.84%) Python
3 7 (8.43%) R
4 2 (2.41%) Java
4 2 (2.41%) TypeScript
Qualifications
1 64 (77.11%) Degree
2 9 (10.84%) Numerate Degree
Quality Assurance & Compliance
1 13 (15.66%) GDPR
2 4 (4.82%) PMO
3 3 (3.61%) Actionable Recommendations
4 1 (1.20%) GxP
System Software
1 1 (1.20%) Docker
Systems Management
1 9 (10.84%) Oracle EDQ
Vendors
1 14 (16.87%) Oracle
2 9 (10.84%) Saba
2 9 (10.84%) SAP
3 1 (1.20%) Facebook