Data Extraction Jobs in the UK excluding London

Data Extraction
UK > UK excluding London

The table below provides summary statistics for permanent job vacancies advertised in the UK excluding London 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 28 May 2025, comparing them to the same period in the previous two years.

6 months to
28 May 2025
Same period 2024 Same period 2023
Rank 443 656 678
Rank change year-on-year +213 +22 +59
Permanent jobs citing Data Extraction 128 109 81
As % of all permanent jobs advertised in the UK excluding London 0.33% 0.15% 0.14%
As % of the Processes & Methodologies category 0.36% 0.18% 0.15%
Number of salaries quoted 87 84 61
10th Percentile £25,000 £35,000 £31,250
25th Percentile £25,313 £43,750 £45,000
Median annual salary (50th Percentile) £30,000 £60,000 £50,000
Median % change year-on-year -50.00% +20.00% -
75th Percentile £61,250 £70,000 £53,750
90th Percentile £73,100 £77,500 £62,500
UK median annual salary £44,654 £60,000 £50,238
% change year-on-year -25.58% +19.43% -8.66%

All Process and Methodology Skills
UK excluding London

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 UK excluding London.

Permanent vacancies with a requirement for process or methodology skills 36,047 60,812 55,780
As % of all permanent jobs advertised in the UK excluding London 92.70% 82.57% 95.55%
Number of salaries quoted 17,118 41,900 28,987
10th Percentile £26,338 £27,300 £30,500
25th Percentile £37,000 £36,250 £40,000
Median annual salary (50th Percentile) £51,645 £50,000 £55,000
Median % change year-on-year +3.29% -9.09% +4.76%
75th Percentile £65,000 £65,000 £70,000
90th Percentile £77,500 £77,500 £82,500
UK median annual salary £57,500 £55,000 £61,000
% change year-on-year +4.55% -9.84% +1.67%

Data Extraction
Job Vacancy Trend in the UK excluding London

Job postings citing Data Extraction as a proportion of all IT jobs advertised in the UK excluding London.

Job vacancy trend for Data Extraction in the UK excluding London

Data Extraction
Salary Trend in the UK excluding London

3-month moving average salary quoted in jobs citing Data Extraction in the UK excluding London.

Salary trend for Data Extraction in the UK excluding London

Data Extraction
Salary Histogram in the UK excluding London

Salary distribution for jobs citing Data Extraction in the UK excluding London over the 6 months to 28 May 2025.

Salary histogram for Data Extraction in the UK excluding London

Data Extraction
Job Locations in the UK excluding London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Extraction within the UK excluding London region over the 6 months to 28 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
North of England +55 37 £32,500 -49.22% 22
South East +83 26 £70,000 +16.67% 30
Scotland +147 24 £25,625 -48.75%
Yorkshire +82 23 £25,625 -48.75% 10
South West +123 17 £25,625 -56.38% 11
Midlands +43 16 £30,000 -29.41% 17
North West +8 14 £45,000 -12.20% 12
West Midlands +57 13 £30,000 -45.45% 11
Wales +47 4 £48,750 +12.70% 2
East Midlands +29 3 £50,000 +17.65% 6
Northern Ireland - 3 - - 5
East of England +41 1 £73,000 +104.83% 5
Data Extraction
UK

Data Extraction
Co-occurring Skills and Capabilities in the UK excluding London 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 (2.34%) SAS
2 1 (0.78%) Apache Airflow
2 1 (0.78%) Confluence
Applications
1 6 (4.69%) Microsoft Excel
Business Applications
1 15 (11.72%) Oracle EBS
2 1 (0.78%) Dynamics NAV
2 1 (0.78%) Oracle ERP
Cloud Services
1 33 (25.78%) AWS
2 21 (16.41%) Azure
3 12 (9.38%) Snowflake
4 8 (6.25%) Power Platform
5 3 (2.34%) GCP
6 2 (1.56%) Azure Data Factory
6 2 (1.56%) Google Analytics
7 1 (0.78%) Amazon S3
7 1 (0.78%) Azure Machine Learning
7 1 (0.78%) Azure Synapse Analytics
7 1 (0.78%) Boomi
7 1 (0.78%) Datadog
7 1 (0.78%) dbt
7 1 (0.78%) Dynamics 365
7 1 (0.78%) Entra ID
7 1 (0.78%) Firebase
7 1 (0.78%) Google Tag Manager
7 1 (0.78%) SaaS
7 1 (0.78%) Stitch
7 1 (0.78%) Twilio
Communications & Networking
1 4 (3.13%) Network Security
Database & Business Intelligence
1 44 (34.38%) Big Data
2 16 (12.50%) Tableau
3 15 (11.72%) Oracle ODI
4 9 (7.03%) Data Lake
5 8 (6.25%) Power BI
6 7 (5.47%) Relational Database
7 4 (3.13%) Data Warehouse
7 4 (3.13%) Metadata
7 4 (3.13%) MySQL
7 4 (3.13%) PostgreSQL
7 4 (3.13%) RDBMS
8 3 (2.34%) Metadata Repository
8 3 (2.34%) Power Query
8 3 (2.34%) SQL Server
9 2 (1.56%) BigQuery
9 2 (1.56%) Pentaho
9 2 (1.56%) Triplestore
10 1 (0.78%) Hadoop
10 1 (0.78%) PowerPivot
10 1 (0.78%) SQL Server Integration Services
Development Applications
1 6 (4.69%) Git
2 1 (0.78%) JIRA
General
1 67 (52.34%) Finance
2 52 (40.63%) Social Skills
3 45 (35.16%) Banking
4 44 (34.38%) Analytical Skills
5 15 (11.72%) Influencing Skills
6 5 (3.91%) Marketing
7 4 (3.13%) Documentation Skills
8 2 (1.56%) Law
8 2 (1.56%) Legal
8 2 (1.56%) Manufacturing
8 2 (1.56%) Organisational Skills
8 2 (1.56%) Public Sector
8 2 (1.56%) Retail
9 1 (0.78%) Inclusion and Diversity
9 1 (0.78%) Presentation Skills
9 1 (0.78%) Tech for Good
Job Titles
1 73 (57.03%) Analyst
2 66 (51.56%) Data Analyst
3 23 (17.97%) Data Engineer
4 17 (13.28%) Senior
5 15 (11.72%) Consultant
5 15 (11.72%) Data Consultant
5 15 (11.72%) Data Migration Consultant
5 15 (11.72%) Migration Consultant
5 15 (11.72%) Oracle Consultant
5 15 (11.72%) Oracle Data Migration Consultant
5 15 (11.72%) Oracle Technical Consultant
5 15 (11.72%) Senior Data Engineer
5 15 (11.72%) Technical Consultant
6 7 (5.47%) Azure Engineer
6 7 (5.47%) Developer
6 7 (5.47%) Financial Analyst
6 7 (5.47%) Lead
6 7 (5.47%) Lead Data Engineer
7 6 (4.69%) Support Analyst
8 5 (3.91%) Azure Data Engineer
Libraries, Frameworks & Software Standards
1 15 (11.72%) Oracle Fusion
2 6 (4.69%) .NET
2 6 (4.69%) JSON
3 4 (3.13%) Symfony
4 3 (2.34%) PySpark
5 2 (1.56%) Apache Jena
5 2 (1.56%) NumPy
5 2 (1.56%) Pandas
5 2 (1.56%) XML
6 1 (0.78%) Akka
6 1 (0.78%) CSS
6 1 (0.78%) HTML
6 1 (0.78%) Lambda Expressions
6 1 (0.78%) Node.js
6 1 (0.78%) PyTorch
6 1 (0.78%) TensorFlow
6 1 (0.78%) XGBoost
Miscellaneous
1 19 (14.84%) Data Structures
1 19 (14.84%) Legacy Systems
2 6 (4.69%) Algorithms
3 4 (3.13%) Analytical Mindset
4 2 (1.56%) Mobile App
5 1 (0.78%) Cloud Native
5 1 (0.78%) Product Ownership
5 1 (0.78%) Robotics
5 1 (0.78%) Self-Motivation
Operating Systems
1 4 (3.13%) Linux
1 4 (3.13%) Unix
1 4 (3.13%) Windows
Processes & Methodologies
1 80 (62.50%) Analytics
2 56 (43.75%) Data Analytics
3 46 (35.94%) Mathematics
4 44 (34.38%) Visualisation
5 41 (32.03%) Statistics
6 40 (31.25%) Predictive Modelling
6 40 (31.25%) Storytelling
7 39 (30.47%) Statistical Modelling
8 36 (28.13%) Data Migration
8 36 (28.13%) Migration
9 33 (25.78%) ETL
10 26 (20.31%) Problem-Solving
11 24 (18.75%) Data Analysis
12 23 (17.97%) Data Engineering
13 21 (16.41%) Validation
14 19 (14.84%) Business Intelligence
15 18 (14.06%) ERP
16 17 (13.28%) Agile
16 17 (13.28%) Data Cleansing
17 16 (12.50%) Data Management
Programming Languages
1 113 (88.28%) SQL
2 29 (22.66%) Python
3 15 (11.72%) PL/SQL
4 11 (8.59%) JavaScript
4 11 (8.59%) R
5 8 (6.25%) C#
5 8 (6.25%) Java
6 7 (5.47%) Scala
7 4 (3.13%) PHP
8 3 (2.34%) VBA
9 2 (1.56%) Shell Script
9 2 (1.56%) SPARQL
10 1 (0.78%) Bash
10 1 (0.78%) Data Analysis Expressions
Qualifications
1 58 (45.31%) Degree
2 2 (1.56%) MOS
2 2 (1.56%) SC Cleared
2 2 (1.56%) Security Cleared
3 1 (0.78%) Azure Certification
Quality Assurance & Compliance
1 24 (18.75%) Data Quality
2 3 (2.34%) QA
3 2 (1.56%) Dublin Core
4 1 (0.78%) Accessibility
4 1 (0.78%) Actionable Recommendations
Systems Management
1 1 (0.78%) Terraform
Vendors
1 22 (17.19%) Oracle
2 9 (7.03%) Google
3 5 (3.91%) Databricks
4 4 (3.13%) Microsoft
4 4 (3.13%) Talend
5 3 (2.34%) Genesys
5 3 (2.34%) Informatica
5 3 (2.34%) Verint
6 2 (1.56%) SAP
7 1 (0.78%) Alteryx
7 1 (0.78%) MuleSoft
7 1 (0.78%) Optimizely
7 1 (0.78%) Tagetik
7 1 (0.78%) Teradata