Data Extraction Jobs in England

Data Extraction
UK > England

The table below provides summary statistics for permanent job vacancies advertised in 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 30 May 2025, comparing them to the same period in the previous two years.

6 months to
30 May 2025
Same period 2024 Same period 2023
Rank 535 696 769
Rank change year-on-year +161 +73 +99
Permanent jobs citing Data Extraction 152 147 128
As % of all permanent jobs advertised in England 0.31% 0.16% 0.15%
As % of the Processes & Methodologies category 0.33% 0.20% 0.16%
Number of salaries quoted 92 113 92
10th Percentile £25,000 £36,377 £39,550
25th Percentile £25,313 £45,000 £47,447
Median annual salary (50th Percentile) £50,000 £60,000 £50,533
Median % change year-on-year -16.67% +18.73% -8.12%
75th Percentile £70,000 £73,500 £65,679
90th Percentile £80,000 £78,500 £75,000
UK median annual salary £44,827 £60,000 £50,238
% change year-on-year -25.29% +19.43% -8.66%

All Process and Methodology Skills
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 England.

Permanent vacancies with a requirement for process or methodology skills 46,039 75,199 82,570
As % of all permanent jobs advertised in England 94.03% 84.05% 95.58%
Number of salaries quoted 22,875 54,702 49,146
10th Percentile £29,500 £29,000 £34,452
25th Percentile £41,250 £40,000 £46,000
Median annual salary (50th Percentile) £57,500 £55,000 £62,500
Median % change year-on-year +4.55% -12.00% +4.17%
75th Percentile £75,000 £72,500 £82,500
90th Percentile £97,528 £93,750 £102,500
UK median annual salary £57,443 £55,000 £60,899
% change year-on-year +4.44% -9.69% +1.50%

Data Extraction
Job Vacancy Trend in England

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

Job vacancy trend for Data Extraction in England

Data Extraction
Salary Trend in England

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

Salary trend for Data Extraction in England

Data Extraction
Salary Histogram in England

Salary distribution for jobs citing Data Extraction in England over the 6 months to 30 May 2025.

Salary histogram for Data Extraction in England

Data Extraction
Job Locations in 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 England region over the 6 months to 30 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
London +127 54 £62,750 -7.04% 71
North of England +67 37 £32,500 -49.22% 107
South East +81 26 £70,000 +16.67% 151
Yorkshire +80 23 £25,625 -48.75% 46
South West +110 17 £25,625 -56.38% 60
Midlands +69 17 £30,000 -29.41% 102
North West +17 14 £45,000 -10.00% 49
West Midlands +51 13 £30,000 -45.45% 53
East Midlands +36 4 £50,000 +17.65% 43
East of England +45 1 £73,000 +104.83% 76
Data Extraction
UK

Data Extraction
Co-occurring Skills and Capabilities in 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 2 (1.32%) Apache Airflow
2 1 (0.66%) ArcGIS
2 1 (0.66%) Confluence
2 1 (0.66%) SAS
Applications
1 11 (7.24%) Microsoft Excel
2 1 (0.66%) Microsoft PowerPoint
2 1 (0.66%) SPSS
Business Applications
1 15 (9.87%) Oracle EBS
2 3 (1.97%) iTrent
3 2 (1.32%) Dynamics NAV
4 1 (0.66%) Dynamics CRM
4 1 (0.66%) Elite 3E
4 1 (0.66%) Oracle ERP
Cloud Services
1 36 (23.68%) Azure
2 30 (19.74%) Power Platform
3 29 (19.08%) AWS
4 14 (9.21%) Azure Data Factory
5 10 (6.58%) GCP
6 9 (5.92%) Snowflake
7 7 (4.61%) SaaS
8 6 (3.95%) Azure Synapse Analytics
9 5 (3.29%) Cloud Computing
10 4 (2.63%) Serverless
11 3 (1.97%) Dynamics 365
11 3 (1.97%) Power Automate
11 3 (1.97%) PowerApps
12 2 (1.32%) Google Analytics
13 1 (0.66%) Amazon S3
13 1 (0.66%) dbt
13 1 (0.66%) Microsoft 365
13 1 (0.66%) Microsoft Copilot
13 1 (0.66%) Stitch
13 1 (0.66%) Twilio
Communications & Networking
1 9 (5.92%) HTTP
Database & Business Intelligence
1 34 (22.37%) Big Data
2 30 (19.74%) Power BI
3 18 (11.84%) Data Lake
4 17 (11.18%) Tableau
5 15 (9.87%) Oracle ODI
6 12 (7.89%) Data Warehouse
6 12 (7.89%) Power Query
6 12 (7.89%) SQL Server
7 7 (4.61%) Azure SQL Data Warehouse
7 7 (4.61%) Metadata
8 6 (3.95%) Azure SQL Database
9 5 (3.29%) NoSQL
10 4 (2.63%) Amazon QuickSight
10 4 (2.63%) MySQL
10 4 (2.63%) SQL Server Integration Services
11 3 (1.97%) Metadata Repository
11 3 (1.97%) Relational Database
11 3 (1.97%) Snowflake Schema
12 2 (1.32%) BigQuery
12 2 (1.32%) Triplestore
Development Applications
1 1 (0.66%) JIRA
General
1 63 (41.45%) Social Skills
2 62 (40.79%) Finance
3 51 (33.55%) Analytical Skills
4 35 (23.03%) Banking
5 10 (6.58%) Influencing Skills
6 8 (5.26%) Marketing
6 8 (5.26%) Retail
7 6 (3.95%) Agriculture
7 6 (3.95%) Front Office
7 6 (3.95%) Manufacturing
8 4 (2.63%) Electronics
8 4 (2.63%) Inclusion and Diversity
8 4 (2.63%) Law
9 3 (1.97%) Public Sector
10 2 (1.32%) Publishing
11 1 (0.66%) Financial Institution
11 1 (0.66%) Legal
11 1 (0.66%) Presentation Skills
11 1 (0.66%) Tech for Good
Job Titles
1 69 (45.39%) Analyst
2 57 (37.50%) Data Analyst
3 24 (15.79%) Data Engineer
4 23 (15.13%) Senior
5 16 (10.53%) Consultant
5 16 (10.53%) Technical Consultant
6 15 (9.87%) Data Consultant
6 15 (9.87%) Data Migration Consultant
6 15 (9.87%) Migration Consultant
6 15 (9.87%) Oracle Consultant
6 15 (9.87%) Oracle Data Migration Consultant
6 15 (9.87%) Oracle Technical Consultant
6 15 (9.87%) Senior Data Engineer
7 14 (9.21%) Developer
8 12 (7.89%) Lead
9 10 (6.58%) Business Intelligence Developer
10 7 (4.61%) Azure Engineer
10 7 (4.61%) Lead Data Engineer
11 6 (3.95%) Support Analyst
12 5 (3.29%) Technical Support
Libraries, Frameworks & Software Standards
1 15 (9.87%) Oracle Fusion
2 12 (7.89%) JSON
3 8 (5.26%) Pandas
4 5 (3.29%) Puppeteer
4 5 (3.29%) Scrapy
5 3 (1.97%) .NET
5 3 (1.97%) NumPy
5 3 (1.97%) PySpark
6 2 (1.32%) Apache Jena
6 2 (1.32%) XML
7 1 (0.66%) .NET Framework
7 1 (0.66%) Akka
7 1 (0.66%) CSS
7 1 (0.66%) HTML
7 1 (0.66%) Kafka
7 1 (0.66%) Lambda Expressions
7 1 (0.66%) Node.js
7 1 (0.66%) PostGIS
7 1 (0.66%) PyTorch
7 1 (0.66%) TensorFlow
Miscellaneous
1 26 (17.11%) Data Structures
2 19 (12.50%) Legacy Systems
3 6 (3.95%) Management Information System
4 5 (3.29%) Linux Command Line
4 5 (3.29%) Product Ownership
4 5 (3.29%) Robotics
5 4 (2.63%) Algorithms
5 4 (2.63%) Greenfield Project
5 4 (2.63%) SCADA
6 3 (1.97%) Autonomous Agent
6 3 (1.97%) Cloud Native
7 2 (1.32%) Analytical Mindset
7 2 (1.32%) Mobile App
7 2 (1.32%) Reinsurance
8 1 (0.66%) Cybercrime
8 1 (0.66%) Self-Motivation
Operating Systems
1 6 (3.95%) Linux
2 1 (0.66%) Mac OS
2 1 (0.66%) Windows
Processes & Methodologies
1 86 (56.58%) Analytics
2 57 (37.50%) Visualisation
3 53 (34.87%) Data Analytics
4 50 (32.89%) ETL
5 48 (31.58%) Business Intelligence
6 43 (28.29%) Problem-Solving
7 40 (26.32%) Mathematics
8 35 (23.03%) Statistics
9 32 (21.05%) Storytelling
10 31 (20.39%) Computer Science
10 31 (20.39%) Data Migration
10 31 (20.39%) Data Pipeline
10 31 (20.39%) Migration
11 30 (19.74%) Predictive Modelling
12 29 (19.08%) Statistical Modelling
13 28 (18.42%) Data Engineering
14 27 (17.76%) Decision-Making
15 26 (17.11%) Data Modelling
16 24 (15.79%) Data Cleansing
16 24 (15.79%) Validation
Programming Languages
1 128 (84.21%) SQL
2 48 (31.58%) Python
3 15 (9.87%) PL/SQL
4 14 (9.21%) Data Analysis Expressions
4 14 (9.21%) R
5 10 (6.58%) JavaScript
6 8 (5.26%) C#
6 8 (5.26%) Java
7 7 (4.61%) Scala
8 4 (2.63%) C
9 3 (1.97%) VBA
10 2 (1.32%) Shell Script
10 2 (1.32%) SPARQL
10 2 (1.32%) T-SQL
11 1 (0.66%) ABAP
11 1 (0.66%) Bash
Qualifications
1 67 (44.08%) Degree
2 18 (11.84%) Computer Science Degree
3 9 (5.92%) Azure Certification
4 4 (2.63%) Numerate Degree
5 2 (1.32%) Microsoft Certification
5 2 (1.32%) MOS
5 2 (1.32%) SC Cleared
5 2 (1.32%) Security Cleared
6 1 (0.66%) CFCE
6 1 (0.66%) EnCE
Quality Assurance & Compliance
1 21 (13.82%) Data Quality
2 4 (2.63%) QA
2 4 (2.63%) SLA
3 3 (1.97%) Accessibility
4 2 (1.32%) Dublin Core
System Software
1 3 (1.97%) Active Directory
Systems Management
1 1 (0.66%) EnCase
1 1 (0.66%) FTK
1 1 (0.66%) Terraform
Vendors
1 22 (14.47%) Oracle
2 11 (7.24%) Google
3 10 (6.58%) Microsoft
4 5 (3.29%) Databricks
5 4 (2.63%) Talend
6 3 (1.97%) Informatica
6 3 (1.97%) SAP
6 3 (1.97%) YouTube
7 2 (1.32%) Salesforce
8 1 (0.66%) Alteryx
8 1 (0.66%) IFS
8 1 (0.66%) Intapp
8 1 (0.66%) Mapinfo
8 1 (0.66%) MuleSoft
8 1 (0.66%) Optimizely
8 1 (0.66%) Reuters
8 1 (0.66%) Tagetik
8 1 (0.66%) Teradata