Data Quality Contracts in the North West

Data Quality
England > North West

The table below provides summary statistics for contract job vacancies advertised in the North West requiring Data Quality skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Quality over the 6 months leading up to 13 May 2025, comparing them to the same period in the previous two years.

6 months to
13 May 2025
Same period 2024 Same period 2023
Rank 75 74 110
Rank change year-on-year -1 +36 +30
Contract jobs citing Data Quality 44 65 50
As % of all contract jobs advertised in the North West 2.27% 2.43% 1.60%
As % of the Quality Assurance & Compliance category 16.12% 14.07% 11.01%
Number of daily rates quoted 33 52 29
10th Percentile £401 £387 £285
25th Percentile £438 £429 £288
Median daily rate (50th Percentile) £475 £500 £438
Median % change year-on-year -5.00% +14.29% +9.38%
75th Percentile £575 £578 £488
90th Percentile £630 £708 £650
England median daily rate £524 £550 £550
% change year-on-year -4.73% - -
Number of hourly rates quoted 1 3 0
10th Percentile - - -
25th Percentile £22.98 £14.13 -
Median hourly rate £24.59 £14.27 -
Median % change year-on-year +72.34% - -
75th Percentile £26.19 £41.57 -
90th Percentile - £57.88 -
England median hourly rate £31.64 £22.56 £22.49
% change year-on-year +40.26% +0.32% +6.87%

All Quality Assurance and Compliance Skills
North West

Data Quality falls under the Quality Assurance and Compliance category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring quality assurance or compliance skills in the North West.

Contract vacancies with a requirement for quality assurance or compliance skills 273 462 454
As % of all contract IT jobs advertised in the North West 14.06% 17.25% 14.52%
Number of daily rates quoted 187 256 292
10th Percentile £287 £325 £300
25th Percentile £375 £425 £392
Median daily rate (50th Percentile) £475 £500 £475
Median % change year-on-year -5.00% +5.26% +2.70%
75th Percentile £584 £600 £578
90th Percentile £700 £694 £650
England median daily rate £513 £525 £525
% change year-on-year -2.38% - -
Number of hourly rates quoted 14 71 32
10th Percentile £13.50 - £28.76
25th Percentile £17.93 £10.95 £30.54
Median hourly rate £31.88 £12.84 £41.05
Median % change year-on-year +148.29% -68.72% +26.81%
75th Percentile £68.44 £26.66 £48.38
90th Percentile £84.70 £43.75 £78.70
England median hourly rate £39.04 £22.50 £38.55
% change year-on-year +73.51% -41.63% +33.81%

Data Quality
Job Vacancy Trend in the North West

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

Job vacancy trend for Data Quality in the North West

Data Quality
Contractor Daily Rate Trend in the North West

3-month moving average daily rate quoted in jobs citing Data Quality in the North West.

Daily rate trend for Data Quality in the North West

Data Quality
Daily Rate Histogram in the North West

Daily rate distribution for jobs citing Data Quality in the North West over the 6 months to 13 May 2025.

Daily rate histogram for Data Quality in the North West

Data Quality
Contractor Hourly Rate Trend in the North West

3-month moving average hourly rates quoted in jobs citing Data Quality in the North West.

Hourly rate trend for Data Quality in the North West

Data Quality
Contract Job Locations in the North West

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Quality within the North West region over the 6 months to 13 May 2025. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Manchester -6 19 £465 -15.45% 42
Lancashire - 13 £450 - 26
Cumbria +5 9 £450 -8.72% 1
Cheshire -17 6 £603 +26.84% 15
Merseyside - 3 £488 - 8
Data Quality
England

Data Quality
Co-occurring Skills and Capabilities in the North West by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 3 (6.82%) Apache Spark
1 3 (6.82%) SharePoint
2 2 (4.55%) Apache Airflow
3 1 (2.27%) Apache
3 1 (2.27%) Microsoft Exchange
3 1 (2.27%) SAS
Applications
1 12 (27.27%) Siemens NX
2 4 (9.09%) Microsoft Excel
3 1 (2.27%) Microsoft Office
Business Applications
1 12 (27.27%) Teamcenter
2 4 (9.09%) SAP S/4HANA
Cloud Services
1 16 (36.36%) Azure
2 10 (22.73%) Power Platform
3 7 (15.91%) AWS
3 7 (15.91%) Snowflake
4 4 (9.09%) dbt
4 4 (9.09%) GCP
5 3 (6.82%) Azure Data Factory
6 1 (2.27%) AWS Data Pipeline
6 1 (2.27%) IaaS
6 1 (2.27%) Microsoft 365
6 1 (2.27%) PaaS
6 1 (2.27%) SaaS
Communications & Networking
1 1 (2.27%) Skype
1 1 (2.27%) Wi-Fi
Database & Business Intelligence
1 12 (27.27%) Data Warehouse
2 10 (22.73%) Power BI
3 7 (15.91%) Tableau
4 5 (11.36%) Data Lake
4 5 (11.36%) Metadata
4 5 (11.36%) NoSQL
5 4 (9.09%) Amazon Redshift
5 4 (9.09%) Big Data
5 4 (9.09%) Hadoop
5 4 (9.09%) MySQL
5 4 (9.09%) PostgreSQL
6 3 (6.82%) BigQuery
6 3 (6.82%) Data Mining
6 3 (6.82%) Delta Lake
7 2 (4.55%) Azure SQL Database
7 2 (4.55%) Data Vault
8 1 (2.27%) Apache Hive
8 1 (2.27%) HBase
8 1 (2.27%) MongoDB
8 1 (2.27%) Pentaho
Development Applications
1 4 (9.09%) Git
2 1 (2.27%) ERwin
2 1 (2.27%) Flyway
2 1 (2.27%) Liquibase
General
1 15 (34.09%) Social Skills
2 7 (15.91%) Finance
3 6 (13.64%) Analytical Skills
4 4 (9.09%) Manufacturing
5 3 (6.82%) Pharmaceutical
6 2 (4.55%) Public Sector
7 1 (2.27%) Automotive
7 1 (2.27%) Financial Institution
7 1 (2.27%) Inclusion and Diversity
7 1 (2.27%) Law
7 1 (2.27%) Organisational Skills
Job Titles
1 12 (27.27%) Data Engineer
2 11 (25.00%) Applications Engineer
2 11 (25.00%) Configuration Engineer
3 7 (15.91%) Analyst
4 6 (13.64%) Data Analyst
5 2 (4.55%) Architect
5 2 (4.55%) AWS Data Engineer
5 2 (4.55%) AWS Engineer
5 2 (4.55%) Data Analytics Specialist
5 2 (4.55%) Data Architect
5 2 (4.55%) Data Migration Analyst
5 2 (4.55%) Data Scientist
5 2 (4.55%) Developer
5 2 (4.55%) Lead
5 2 (4.55%) Migration Analyst
5 2 (4.55%) QA Engineer
5 2 (4.55%) Robotic Process Automation Developer
5 2 (4.55%) SAP Financial Specialist
5 2 (4.55%) Senior
5 2 (4.55%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 12 (27.27%) XML
2 4 (9.09%) Kafka
3 3 (6.82%) PySpark
4 2 (4.55%) ADO
5 1 (2.27%) Apache NiFi
5 1 (2.27%) PyTorch
5 1 (2.27%) SailPoint
5 1 (2.27%) TensorFlow
Miscellaneous
1 4 (9.09%) Management Information System
1 4 (9.09%) Onboarding
2 2 (4.55%) Data Structures
2 2 (4.55%) Life Science
3 1 (2.27%) Algorithms
3 1 (2.27%) Enterprise Software
3 1 (2.27%) IoT
3 1 (2.27%) Legacy Systems
3 1 (2.27%) Security Posture
3 1 (2.27%) Taxonomies
Operating Systems
1 1 (2.27%) Unix
Processes & Methodologies
1 21 (47.73%) Data Governance
2 12 (27.27%) CAD
2 12 (27.27%) Data Modelling
2 12 (27.27%) Data Pipeline
2 12 (27.27%) PLM
2 12 (27.27%) Problem-Solving
2 12 (27.27%) User Experience
3 11 (25.00%) ETL
4 10 (22.73%) Business Intelligence
4 10 (22.73%) Data Management
5 9 (20.45%) Analytics
6 8 (18.18%) CI/CD
7 7 (15.91%) Agile
7 7 (15.91%) Data Engineering
8 6 (13.64%) Visualisation
9 5 (11.36%) Data Ingestion
9 5 (11.36%) Data Migration
9 5 (11.36%) Data Visualisation
9 5 (11.36%) Migration
9 5 (11.36%) Validation
Programming Languages
1 17 (38.64%) SQL
2 10 (22.73%) Python
3 2 (4.55%) R
4 1 (2.27%) Shell Script
Qualifications
1 9 (20.45%) Security Cleared
2 7 (15.91%) SC Cleared
3 5 (11.36%) Degree
4 3 (6.82%) Master's Degree
Quality Assurance & Compliance
1 4 (9.09%) Accessibility
1 4 (9.09%) PMO
1 4 (9.09%) QA
2 1 (2.27%) GDPR
Systems Management
1 1 (2.27%) Ansible
Vendors
1 9 (20.45%) Microsoft
2 7 (15.91%) Databricks
3 4 (9.09%) Informatica
3 4 (9.09%) Oracle
3 4 (9.09%) SAP
4 3 (6.82%) Talend
5 2 (4.55%) Anaplan
5 2 (4.55%) Ariba
5 2 (4.55%) Blue Prism
5 2 (4.55%) Google
5 2 (4.55%) Hyperion
6 1 (2.27%) Fortinet
6 1 (2.27%) Infoblox
6 1 (2.27%) Ping Identity
6 1 (2.27%) ServiceNow
6 1 (2.27%) Veeam
6 1 (2.27%) Virgin Media
6 1 (2.27%) VMware