Period
to

The following table provides summary statistics for permanent job vacancies advertised in the North East 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 24 May 2022 with a comparison to the same period in the previous 2 years.

Data Quality
England > North East
6 months to
24 May 2022
Same period 2021 Same period 2020
Rank 91 80 90
Rank change year-on-year -11 +10 +17
Permanent jobs citing Data Quality 23 15 6
As % of all permanent jobs advertised in the North East 1.53% 1.32% 0.54%
As % of the Quality Assurance & Compliance category 8.42% 10.49% 3.92%
Number of salaries quoted 9 9 3
10th Percentile £80,800 £32,500 £41,474
25th Percentile - £37,750 £48,186
Median annual salary (50th Percentile) £85,000 £42,353 £60,607
Median % change year-on-year +100.69% -30.12% +102.02%
75th Percentile - £49,000 £61,843
90th Percentile - £53,000 -
England median annual salary £60,000 £57,500 £64,500
% change year-on-year +4.35% -10.85% +12.17%

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 the North East with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
North East
Permanent vacancies with a requirement for quality assurance or compliance skills 273 143 153
As % of all permanent IT jobs advertised in the North East 18.10% 12.60% 13.66%
Number of salaries quoted 217 110 134
10th Percentile £22,500 £26,975 £24,788
25th Percentile £26,500 £31,250 £31,438
Median annual salary (50th Percentile) £37,700 £41,500 £42,500
Median % change year-on-year -9.16% -2.35% +1.19%
75th Percentile £47,500 £55,938 £52,250
90th Percentile £66,000 £65,000 £57,850
England median annual salary £55,000 £55,000 £55,000
% change year-on-year - - +10.00%

Data Quality
Job Vacancy Trend in the North East

Job postings citing Data Quality as a proportion of all IT jobs advertised in the North East.

Job vacancy trend for Data Quality in the North East

Data Quality
Salary Trend in the North East

3-month moving average salary quoted in jobs citing Data Quality in the North East.

Salary trend for Data Quality in the North East

Data Quality
Salary Histogram in the North East

Salary distribution for jobs citing Data Quality in the North East over the 6 months to 24 May 2022.

Salary histogram for Data Quality in the North East

Data Quality
Job Locations in the North East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the North East region over the 6 months to 24 May 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
Jobs
Tyne and Wear +7 23 £85,000 +93.18% 1
Data Quality
England

For the 6 months to 24 May 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 North East region with a requirement for Data Quality.

1 22 (95.65%) Business Intelligence
2 21 (91.30%) Data Modelling
3 17 (73.91%) Metadata
4 16 (69.57%) Analytics
5 14 (60.87%) Data Integration
5 14 (60.87%) Data Warehouse
6 13 (56.52%) Sage
6 13 (56.52%) Finance
6 13 (56.52%) SaaS
7 12 (52.17%) Data Science
8 10 (43.48%) SQL
9 9 (39.13%) Data Management
9 9 (39.13%) Social Media
9 9 (39.13%) Metadata Management
9 9 (39.13%) Analytical Skills
9 9 (39.13%) Data Structures
9 9 (39.13%) Data Lake
10 8 (34.78%) Databricks
10 8 (34.78%) Data Engineering
10 8 (34.78%) Power BI
10 8 (34.78%) Presto
10 8 (34.78%) Data Centre
10 8 (34.78%) Workload Management
10 8 (34.78%) Azure Data Factory
10 8 (34.78%) Azure SQL Data Warehouse
10 8 (34.78%) Semantic Layer
10 8 (34.78%) Power Platform
10 8 (34.78%) Azure Synapse Analytics
10 8 (34.78%) Analytical Modelling
10 8 (34.78%) Data Pipeline

Data Quality
Co-occurring IT Skills in the North East 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 (8.70%) Apache
1 2 (8.70%) Apache Spark
Cloud Services
1 13 (56.52%) SaaS
2 8 (34.78%) Azure
2 8 (34.78%) Azure Data Factory
2 8 (34.78%) Azure Synapse Analytics
2 8 (34.78%) Power Platform
3 2 (8.70%) Amazon Kinesis
3 2 (8.70%) AWS
3 2 (8.70%) Azure Cosmos DB
3 2 (8.70%) Azure Service Bus
Database & Business Intelligence
1 17 (73.91%) Metadata
2 14 (60.87%) Data Warehouse
3 9 (39.13%) Data Lake
4 8 (34.78%) Apache Hive
4 8 (34.78%) Azure SQL Data Warehouse
4 8 (34.78%) Hadoop
4 8 (34.78%) Power BI
4 8 (34.78%) Presto
4 8 (34.78%) Semantic Layer
4 8 (34.78%) Tableau
5 3 (13.04%) NoSQL
6 2 (8.70%) KNIME
6 2 (8.70%) Relational Database
6 2 (8.70%) SQL Server
6 2 (8.70%) SQL Server Integration Services
7 1 (4.35%) Data Mining
7 1 (4.35%) Oracle ODI
Development Applications
1 2 (8.70%) Git (software)
1 2 (8.70%) Jenkins
General
1 13 (56.52%) Finance
2 9 (39.13%) Analytical Skills
3 1 (4.35%) Police
3 1 (4.35%) Social Skills
Job Titles
1 9 (39.13%) Data Engineer
2 5 (21.74%) Data Modeller
2 5 (21.74%) Developer
3 1 (4.35%) Architect
3 1 (4.35%) Lead Architect
3 1 (4.35%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 2 (8.70%) Apache Beam
1 2 (8.70%) Apache NiFi
1 2 (8.70%) JMS
1 2 (8.70%) Kafka
1 2 (8.70%) Samza
1 2 (8.70%) Spark Streaming
2 1 (4.35%) JSON
Miscellaneous
1 9 (39.13%) Data Structures
1 9 (39.13%) Social Media
2 8 (34.78%) Data Centre
3 2 (8.70%) Algorithms
4 1 (4.35%) NHS
4 1 (4.35%) Reference Data
Processes & Methodologies
1 22 (95.65%) Business Intelligence
2 21 (91.30%) Data Modelling
3 16 (69.57%) Analytics
4 14 (60.87%) Data Integration
5 12 (52.17%) Data Science
6 9 (39.13%) Data Management
6 9 (39.13%) Metadata Management
7 8 (34.78%) Analytical Modelling
7 8 (34.78%) Data Analytics
7 8 (34.78%) Data Engineering
7 8 (34.78%) Data Governance
7 8 (34.78%) Data Pipeline
7 8 (34.78%) Data Transformation
7 8 (34.78%) Open Source
7 8 (34.78%) Workload Management
8 6 (26.09%) Translating Business Requirements
9 5 (21.74%) Coaching
9 5 (21.74%) Data Development
9 5 (21.74%) IT Strategy
9 5 (21.74%) Model Validation
Programming Languages
1 10 (43.48%) SQL
2 3 (13.04%) Python
2 3 (13.04%) T-SQL
3 2 (8.70%) C++
3 2 (8.70%) Java
3 2 (8.70%) R
3 2 (8.70%) Scala
4 1 (4.35%) PL/SQL
Qualifications
1 1 (4.35%) Degree
1 1 (4.35%) HND
System Software
1 2 (8.70%) Docker
Systems Management
1 2 (8.70%) Ansible
1 2 (8.70%) Kubernetes
1 2 (8.70%) Puppet
Vendors
1 13 (56.52%) Sage
2 8 (34.78%) Databricks
3 2 (8.70%) Alteryx
4 1 (4.35%) Microsoft
4 1 (4.35%) Oracle