Data Extraction Jobs in the North of England

Data Extraction
England > North of England

The table below provides summary statistics for permanent job vacancies advertised in the North of England requiring Data Extraction skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Extraction over the 6 months leading up to 20 May 2025, comparing them to the same period in the previous two years.

6 months to
20 May 2025
Same period 2024 Same period 2023
Rank 302 363 410
Rank change year-on-year +61 +47 +39
Permanent jobs citing Data Extraction 37 25 23
As % of all permanent jobs advertised in the North of England 0.32% 0.14% 0.14%
As % of the Processes & Methodologies category 0.33% 0.17% 0.14%
Number of salaries quoted 35 23 22
10th Percentile £25,000 £43,250 £33,075
25th Percentile £25,156 £50,625 £45,313
Median annual salary (50th Percentile) £32,500 £64,000 £50,000
Median % change year-on-year -49.22% +28.00% +11.11%
75th Percentile £72,500 £86,250 £52,500
90th Percentile £80,000 - -
England median annual salary £51,250 £60,000 £50,238
% change year-on-year -14.58% +19.43% -8.66%

All Process and Methodology Skills
North of England

Data Extraction falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in the North of England.

Permanent vacancies with a requirement for process or methodology skills 11,149 14,685 16,361
As % of all permanent jobs advertised in the North of England 95.03% 83.04% 96.81%
Number of salaries quoted 5,758 11,267 7,931
10th Percentile £25,313 £27,500 £31,250
25th Percentile £37,716 £37,000 £40,000
Median annual salary (50th Percentile) £50,055 £50,000 £55,000
Median % change year-on-year +0.11% -9.09% +10.00%
75th Percentile £62,500 £65,000 £70,000
90th Percentile £77,500 £80,000 £82,000
England median annual salary £57,500 £55,000 £62,500
% change year-on-year +4.55% -12.00% +4.17%

Data Extraction
Job Vacancy Trend in the North of England

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

Job vacancy trend for Data Extraction in the North of England

Data Extraction
Salary Trend in the North of England

3-month moving average salary quoted in jobs citing Data Extraction in the North of England.

Salary trend for Data Extraction in the North of England

Data Extraction
Salary Histogram in the North of England

Salary distribution for jobs citing Data Extraction in the North of England over the 6 months to 20 May 2025.

Salary histogram for Data Extraction in the North of England

Data Extraction
Job Locations in the North of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Extraction within the North of England region over the 6 months to 20 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Yorkshire +91 24 £25,625 -47.44% 9
North West -3 13 £50,000 -4.76% 16
Data Extraction
England

Data Extraction
Co-occurring Skills and Capabilities in the North of England 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 1 (2.70%) Apache Airflow
1 1 (2.70%) Confluence
Applications
1 1 (2.70%) Microsoft Excel
Business Applications
1 1 (2.70%) Dynamics NAV
Cloud Services
1 11 (29.73%) AWS
2 6 (16.22%) Azure
3 3 (8.11%) Snowflake
4 2 (5.41%) Power Platform
5 1 (2.70%) Azure Data Factory
5 1 (2.70%) Azure Synapse Analytics
5 1 (2.70%) dbt
5 1 (2.70%) Dynamics 365
5 1 (2.70%) Entra ID
5 1 (2.70%) GCP
5 1 (2.70%) Google Analytics
5 1 (2.70%) Stitch
5 1 (2.70%) Twilio
Database & Business Intelligence
1 17 (45.95%) Big Data
2 8 (21.62%) Data Lake
3 2 (5.41%) Power BI
3 2 (5.41%) Relational Database
3 2 (5.41%) SQL Server
3 2 (5.41%) Tableau
4 1 (2.70%) Amazon Aurora
4 1 (2.70%) Data Warehouse
4 1 (2.70%) Elasticsearch
4 1 (2.70%) MySQL
4 1 (2.70%) Power Query
4 1 (2.70%) PowerPivot
Development Applications
1 1 (2.70%) JIRA
General
1 24 (64.86%) Finance
2 21 (56.76%) Banking
3 17 (45.95%) Social Skills
4 12 (32.43%) Analytical Skills
5 3 (8.11%) Influencing Skills
6 1 (2.70%) Tech for Good
Job Titles
1 22 (59.46%) Analyst
2 20 (54.05%) Data Analyst
3 10 (27.03%) Data Engineer
4 9 (24.32%) Senior
5 8 (21.62%) Senior Data Engineer
6 2 (5.41%) Financial Analyst
7 1 (2.70%) Business Analyst
7 1 (2.70%) Business Intelligence Developer
7 1 (2.70%) Business Systems Analyst
7 1 (2.70%) Data Migration Analyst
7 1 (2.70%) Developer
7 1 (2.70%) ERP Analyst
7 1 (2.70%) Junior
7 1 (2.70%) Junior Business Intelligence Developer
7 1 (2.70%) Junior Developer
7 1 (2.70%) Migration Analyst
7 1 (2.70%) Python Data Engineer
7 1 (2.70%) Senior Analyst
7 1 (2.70%) Senior Business Analyst
7 1 (2.70%) Systems Analyst
Libraries, Frameworks & Software Standards
1 1 (2.70%) Node.js
1 1 (2.70%) PyTorch
1 1 (2.70%) TensorFlow
1 1 (2.70%) XGBoost
Miscellaneous
1 2 (5.41%) Analytical Mindset
2 1 (2.70%) Algorithms
2 1 (2.70%) Data Structures
2 1 (2.70%) Legacy Systems
2 1 (2.70%) Mobile App
Processes & Methodologies
1 26 (70.27%) Analytics
2 18 (48.65%) Predictive Modelling
2 18 (48.65%) Visualisation
3 17 (45.95%) Data Analytics
3 17 (45.95%) Mathematics
3 17 (45.95%) Statistical Modelling
3 17 (45.95%) Statistics
3 17 (45.95%) Storytelling
4 12 (32.43%) Data Strategy
5 11 (29.73%) Business Intelligence
6 10 (27.03%) ETL
7 9 (24.32%) Data Engineering
7 9 (24.32%) Data Pipeline
7 9 (24.32%) Problem-Solving
8 8 (21.62%) Data Architecture
8 8 (21.62%) Mentoring
9 6 (16.22%) Stakeholder Management
10 5 (13.51%) Data Management
10 5 (13.51%) Decision-Making
11 4 (10.81%) Business Strategy
Programming Languages
1 28 (75.68%) SQL
2 7 (18.92%) R
3 2 (5.41%) Python
4 1 (2.70%) Bash
4 1 (2.70%) Data Analysis Expressions
Qualifications
1 17 (45.95%) Degree
Quality Assurance & Compliance
1 4 (10.81%) Data Quality
2 1 (2.70%) Accessibility
Vendors
1 2 (5.41%) Google
2 1 (2.70%) Databricks
2 1 (2.70%) Microsoft
2 1 (2.70%) Talend