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 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 532 695 791
Rank change year-on-year +163 +96 +91
Permanent jobs citing Data Extraction 153 147 130
As % of all permanent jobs advertised in England 0.32% 0.17% 0.15%
As % of the Processes & Methodologies category 0.34% 0.20% 0.16%
Number of salaries quoted 92 114 93
10th Percentile £25,000 £36,745 £39,600
25th Percentile £25,313 £45,000 £47,447
Median annual salary (50th Percentile) £50,000 £60,000 £50,828
Median % change year-on-year -16.67% +18.04% -7.59%
75th Percentile £70,625 £72,625 £65,679
90th Percentile £80,000 £78,375 £76,000
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
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 45,477 74,482 83,229
As % of all permanent jobs advertised in England 94.01% 84.24% 95.56%
Number of salaries quoted 22,533 54,432 49,691
10th Percentile £29,625 £29,000 £34,375
25th Percentile £41,250 £40,000 £46,105
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 £98,695 £93,750 £102,500
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 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 28 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 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
London +135 56 £65,000 -3.70% 100
North of England +55 37 £32,500 -49.22% 22
South East +83 26 £70,000 +16.67% 30
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
East Midlands +29 3 £50,000 +17.65% 6
East of England +41 1 £73,000 +104.83% 5
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 (1.31%) Apache Airflow
2 1 (0.65%) ArcGIS
2 1 (0.65%) Confluence
2 1 (0.65%) SAS
Applications
1 12 (7.84%) Microsoft Excel
2 1 (0.65%) Microsoft PowerPoint
2 1 (0.65%) SPSS
Business Applications
1 15 (9.80%) Oracle EBS
2 4 (2.61%) iTrent
3 2 (1.31%) Dynamics NAV
3 2 (1.31%) Elite 3E
4 1 (0.65%) Dynamics CRM
4 1 (0.65%) Oracle ERP
Cloud Services
1 35 (22.88%) Azure
2 30 (19.61%) Power Platform
3 29 (18.95%) AWS
4 13 (8.50%) Azure Data Factory
5 9 (5.88%) GCP
5 9 (5.88%) Snowflake
6 7 (4.58%) SaaS
7 5 (3.27%) Azure Synapse Analytics
7 5 (3.27%) Cloud Computing
8 4 (2.61%) Serverless
9 3 (1.96%) Dynamics 365
9 3 (1.96%) Power Automate
9 3 (1.96%) PowerApps
10 2 (1.31%) Google Analytics
11 1 (0.65%) Amazon S3
11 1 (0.65%) Boomi
11 1 (0.65%) Datadog
11 1 (0.65%) Entra ID
11 1 (0.65%) Microsoft 365
11 1 (0.65%) Twilio
Communications & Networking
1 9 (5.88%) HTTP
Database & Business Intelligence
1 34 (22.22%) Big Data
2 30 (19.61%) Power BI
3 17 (11.11%) Data Lake
4 16 (10.46%) Tableau
5 15 (9.80%) Oracle ODI
6 13 (8.50%) SQL Server
7 12 (7.84%) Data Warehouse
7 12 (7.84%) Power Query
8 7 (4.58%) Azure SQL Data Warehouse
8 7 (4.58%) Metadata
9 6 (3.92%) Azure SQL Database
10 5 (3.27%) NoSQL
11 4 (2.61%) Amazon QuickSight
11 4 (2.61%) MySQL
11 4 (2.61%) SQL Server Integration Services
12 3 (1.96%) Metadata Repository
12 3 (1.96%) Relational Database
13 2 (1.31%) BigQuery
13 2 (1.31%) SQL Server Reporting Services
13 2 (1.31%) Triplestore
Development Applications
1 1 (0.65%) JIRA
General
1 63 (41.18%) Finance
2 62 (40.52%) Social Skills
3 51 (33.33%) Analytical Skills
4 35 (22.88%) Banking
5 10 (6.54%) Influencing Skills
6 8 (5.23%) Marketing
6 8 (5.23%) Retail
7 6 (3.92%) Agriculture
7 6 (3.92%) Front Office
7 6 (3.92%) Manufacturing
8 5 (3.27%) Inclusion and Diversity
8 5 (3.27%) Law
9 4 (2.61%) Electronics
10 3 (1.96%) Public Sector
10 3 (1.96%) Publishing
11 1 (0.65%) Financial Institution
11 1 (0.65%) Legal
11 1 (0.65%) Presentation Skills
11 1 (0.65%) Tech for Good
Job Titles
1 70 (45.75%) Analyst
2 57 (37.25%) Data Analyst
3 24 (15.69%) Data Engineer
4 23 (15.03%) Senior
5 15 (9.80%) Consultant
5 15 (9.80%) Data Consultant
5 15 (9.80%) Data Migration Consultant
5 15 (9.80%) Migration Consultant
5 15 (9.80%) Oracle Consultant
5 15 (9.80%) Oracle Data Migration Consultant
5 15 (9.80%) Oracle Technical Consultant
5 15 (9.80%) Senior Data Engineer
5 15 (9.80%) Technical Consultant
6 13 (8.50%) Developer
6 13 (8.50%) Lead
7 10 (6.54%) Business Intelligence Developer
8 7 (4.58%) Azure Engineer
8 7 (4.58%) Lead Data Engineer
9 6 (3.92%) Support Analyst
10 5 (3.27%) Technical Support
Libraries, Frameworks & Software Standards
1 15 (9.80%) Oracle Fusion
2 12 (7.84%) JSON
3 8 (5.23%) Pandas
4 5 (3.27%) Puppeteer
4 5 (3.27%) Scrapy
5 3 (1.96%) .NET
5 3 (1.96%) NumPy
5 3 (1.96%) PySpark
6 2 (1.31%) Apache Jena
6 2 (1.31%) XML
7 1 (0.65%) .NET Framework
7 1 (0.65%) Akka
7 1 (0.65%) CSS
7 1 (0.65%) HTML
7 1 (0.65%) Kafka
7 1 (0.65%) Lambda Expressions
7 1 (0.65%) Node.js
7 1 (0.65%) PostGIS
7 1 (0.65%) PyTorch
7 1 (0.65%) TensorFlow
Miscellaneous
1 26 (16.99%) Data Structures
2 19 (12.42%) Legacy Systems
3 8 (5.23%) Management Information System
4 5 (3.27%) Linux Command Line
4 5 (3.27%) Product Ownership
4 5 (3.27%) Robotics
5 4 (2.61%) Algorithms
5 4 (2.61%) Greenfield Project
5 4 (2.61%) SCADA
6 3 (1.96%) Autonomous Agent
7 2 (1.31%) Analytical Mindset
7 2 (1.31%) Cloud Native
7 2 (1.31%) Mobile App
8 1 (0.65%) Cybercrime
8 1 (0.65%) Reinsurance
8 1 (0.65%) Self-Motivation
Operating Systems
1 6 (3.92%) Linux
2 1 (0.65%) Mac OS
2 1 (0.65%) Windows
Processes & Methodologies
1 85 (55.56%) Analytics
2 57 (37.25%) Visualisation
3 52 (33.99%) Data Analytics
4 50 (32.68%) Business Intelligence
5 49 (32.03%) ETL
6 43 (28.10%) Problem-Solving
7 40 (26.14%) Mathematics
8 35 (22.88%) Statistics
9 32 (20.92%) Storytelling
10 31 (20.26%) Computer Science
10 31 (20.26%) Data Pipeline
11 30 (19.61%) Data Migration
11 30 (19.61%) Migration
11 30 (19.61%) Predictive Modelling
12 29 (18.95%) Statistical Modelling
13 27 (17.65%) Data Engineering
14 26 (16.99%) Decision-Making
15 25 (16.34%) Data Modelling
15 25 (16.34%) Validation
16 23 (15.03%) Data Cleansing
Programming Languages
1 128 (83.66%) SQL
2 48 (31.37%) Python
3 15 (9.80%) PL/SQL
4 14 (9.15%) R
5 13 (8.50%) Data Analysis Expressions
6 10 (6.54%) JavaScript
7 8 (5.23%) C#
7 8 (5.23%) Java
8 7 (4.58%) Scala
9 4 (2.61%) C
10 3 (1.96%) VBA
11 2 (1.31%) Shell Script
11 2 (1.31%) SPARQL
12 1 (0.65%) Bash
12 1 (0.65%) T-SQL
Qualifications
1 67 (43.79%) Degree
2 18 (11.76%) Computer Science Degree
3 9 (5.88%) Azure Certification
4 4 (2.61%) Numerate Degree
5 2 (1.31%) Microsoft Certification
5 2 (1.31%) MOS
5 2 (1.31%) SC Cleared
5 2 (1.31%) Security Cleared
6 1 (0.65%) CFCE
6 1 (0.65%) EnCE
Quality Assurance & Compliance
1 21 (13.73%) Data Quality
2 4 (2.61%) QA
2 4 (2.61%) SLA
3 3 (1.96%) Accessibility
4 2 (1.31%) Dublin Core
System Software
1 3 (1.96%) Active Directory
Systems Management
1 1 (0.65%) EnCase
1 1 (0.65%) FTK
1 1 (0.65%) Terraform
Vendors
1 22 (14.38%) Oracle
2 11 (7.19%) Microsoft
3 10 (6.54%) Google
4 5 (3.27%) Databricks
5 4 (2.61%) Talend
6 3 (1.96%) Informatica
6 3 (1.96%) YouTube
7 2 (1.31%) Intapp
7 2 (1.31%) Reuters
7 2 (1.31%) SAP
8 1 (0.65%) Alteryx
8 1 (0.65%) Mapinfo
8 1 (0.65%) MuleSoft
8 1 (0.65%) Optimizely
8 1 (0.65%) Salesforce
8 1 (0.65%) Tagetik
8 1 (0.65%) Teradata