Data Extraction
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Data Extraction skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Extraction over the 6 months to 5 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
5 May 2024
Same period 2023 Same period 2022
Rank 757 818 882
Rank change year-on-year +61 +64 -142
Permanent jobs citing Data Extraction 157 147 362
As % of all permanent jobs advertised in the UK 0.16% 0.14% 0.23%
As % of the Processes & Methodologies category 0.19% 0.15% 0.24%
Number of salaries quoted 126 103 207
10th Percentile £39,325 £36,250 £36,134
25th Percentile £45,080 £46,250 £45,000
Median annual salary (50th Percentile) £60,000 £50,238 £52,500
Median % change year-on-year +19.43% -4.31% +24.26%
75th Percentile £70,000 £65,839 £66,250
90th Percentile £77,500 £75,000 £86,250
UK excluding London median annual salary £60,000 £50,000 £50,000
% change year-on-year +20.00% - +31.58%

All Process and Methodology Skills
UK

Data Extraction is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 84,624 98,922 149,770
As % of all permanent jobs advertised in the UK 85.89% 95.62% 95.60%
Number of salaries quoted 59,744 58,119 83,346
10th Percentile £29,000 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,500 £60,000
Median % change year-on-year -10.57% +2.50% +9.09%
75th Percentile £72,500 £81,500 £80,000
90th Percentile £92,500 £100,000 £96,250
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +9.38%

Data Extraction
Job Vacancy Trend

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

Job vacancy trend for Data Extraction in the UK

Data Extraction
Salary Trend

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

Salary trend for Data Extraction in the UK

Data Extraction
Salary Histogram

Salary distribution for jobs citing Data Extraction over the 6 months to 5 May 2024.

Salary histogram for Data Extraction in the UK

Data Extraction
Top 16 Job Locations

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 over the 6 months to 5 May 2024. 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
England +127 150 £60,000 +19.43% 75
UK excluding London +21 112 £60,000 +20.00% 51
Work from Home +84 68 £64,000 +28.00% 24
London +108 40 £67,500 +12.41% 32
South East +48 33 £60,000 +13.21% 14
Midlands +41 31 £42,500 +13.33% 9
North of England +53 27 £60,000 +20.00% 7
West Midlands +33 19 £55,000 +69.23% 4
North East - 13 £82,500 - 2
East Midlands 0 12 £42,500 -5.56% 5
South West -39 12 £58,750 +16.94% 5
North West +17 9 £51,250 +7.89% 2
Yorkshire +76 5 £50,000 - 3
East of England +19 4 £35,640 -8.62% 8
Wales +14 4 £43,257 -33.81% 2
Scotland -76 1 £50,000 -0.47% 2

Data Extraction
Co-occurring Skills and Capabilities 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 15 (9.55%) Apache Airflow
2 10 (6.37%) IIS
3 9 (5.73%) Apache Spark
4 5 (3.18%) SAS
5 3 (1.91%) Jupyter
6 2 (1.27%) Apache
6 2 (1.27%) SharePoint
Applications
1 10 (6.37%) Microsoft Excel
2 6 (3.82%) Microsoft Office
3 3 (1.91%) MS Visio
3 3 (1.91%) SPSS
Business Applications
1 1 (0.64%) Oracle Financials
Cloud Services
1 47 (29.94%) Power Platform
2 34 (21.66%) Azure
3 31 (19.75%) AWS
4 19 (12.10%) Amazon S3
5 18 (11.46%) SaaS
6 15 (9.55%) dbt
7 13 (8.28%) Amazon Kinesis
8 7 (4.46%) Azure Data Factory
9 6 (3.82%) PaaS
10 5 (3.18%) IaaS
11 3 (1.91%) Snowflake
12 2 (1.27%) Amazon EC2
12 2 (1.27%) GCP
12 2 (1.27%) Matillion
12 2 (1.27%) PowerApps
12 2 (1.27%) Serverless
13 1 (0.64%) AWS CodeBuild
13 1 (0.64%) AWS CodeCommit
13 1 (0.64%) AWS Step Functions
13 1 (0.64%) Google Sheets
Communications & Networking
1 13 (8.28%) SNMP
1 13 (8.28%) SSH
1 13 (8.28%) TCP/IP
2 10 (6.37%) DHCP
2 10 (6.37%) DNS
3 1 (0.64%) Intranet
3 1 (0.64%) SMS
Database & Business Intelligence
1 44 (28.03%) Data Warehouse
2 43 (27.39%) Power BI
3 38 (24.20%) SQL Server
4 26 (16.56%) SQL Server Integration Services
5 24 (15.29%) Relational Database
6 21 (13.38%) Data Mining
7 19 (12.10%) MySQL
8 17 (10.83%) Tableau
9 16 (10.19%) Amazon Redshift
9 16 (10.19%) Data Lake
10 13 (8.28%) PostgreSQL
11 11 (7.01%) Oracle Database
12 10 (6.37%) Big Data
13 9 (5.73%) Oracle Reports
13 9 (5.73%) SQL Server Reporting Services
14 4 (2.55%) Amazon QuickSight
14 4 (2.55%) Azure SQL Database
14 4 (2.55%) MongoDB
14 4 (2.55%) Power Query
15 3 (1.91%) Metadata
Development Applications
1 13 (8.28%) Eclipse
2 6 (3.82%) JIRA
3 3 (1.91%) ER Studio
3 3 (1.91%) ERwin
4 1 (0.64%) Git
General
1 56 (35.67%) Social Skills
2 27 (17.20%) Analytical Skills
3 25 (15.92%) Finance
4 19 (12.10%) Law
5 15 (9.55%) Games
6 7 (4.46%) Marketing
7 6 (3.82%) Automotive
7 6 (3.82%) Manufacturing
8 5 (3.18%) Legal
8 5 (3.18%) Retail
9 4 (2.55%) Financial Institution
9 4 (2.55%) Inclusion and Diversity
10 3 (1.91%) Documentation Skills
11 2 (1.27%) Advertising
11 2 (1.27%) Local Government
11 2 (1.27%) Publishing
12 1 (0.64%) Banking
12 1 (0.64%) Organisational Skills
12 1 (0.64%) Presentation Skills
12 1 (0.64%) Public Sector
Job Titles
1 35 (22.29%) Analyst
1 35 (22.29%) Data Engineer
2 30 (19.11%) Senior
3 26 (16.56%) Developer
4 17 (10.83%) Data Analyst
5 15 (9.55%) AWS Data Engineer
5 15 (9.55%) AWS Engineer
6 13 (8.28%) Lead
6 13 (8.28%) Senior Support Engineer
6 13 (8.28%) Senior Technical Engineer
6 13 (8.28%) Senior Technical Support
6 13 (8.28%) Senior Technical Support Engineer
6 13 (8.28%) Support Engineer
6 13 (8.28%) Technical Engineer
6 13 (8.28%) Technical Support
6 13 (8.28%) Technical Support Engineer
7 12 (7.64%) Consultant
8 11 (7.01%) Python Data Engineer
8 11 (7.01%) Python Engineer
9 10 (6.37%) Business Intelligence Consultant
Libraries, Frameworks & Software Standards
1 14 (8.92%) AngularJS
1 14 (8.92%) CSS
1 14 (8.92%) HTML
2 13 (8.28%) Ajax
2 13 (8.28%) JDBC
2 13 (8.28%) ODBC
2 13 (8.28%) REST
2 13 (8.28%) SOAP
2 13 (8.28%) Web Services
2 13 (8.28%) XHTML
2 13 (8.28%) XML
3 9 (5.73%) Oracle Fusion
4 8 (5.10%) EDI
5 3 (1.91%) .NET
5 3 (1.91%) D3.js
5 3 (1.91%) Google Chart
5 3 (1.91%) Pandas
6 2 (1.27%) NumPy
7 1 (0.64%) .NET Framework
7 1 (0.64%) JSON
Miscellaneous
1 13 (8.28%) Client/Server
1 13 (8.28%) CMDB
1 13 (8.28%) Online Games
2 12 (7.64%) Management Information System
3 10 (6.37%) Data Structures
4 9 (5.73%) Algorithms
5 5 (3.18%) Enterprise Cloud
5 5 (3.18%) Renewable Energy
6 4 (2.55%) Data Protection Act
6 4 (2.55%) Legacy Systems
6 4 (2.55%) Mainframe
6 4 (2.55%) NHS
7 3 (1.91%) Team-Oriented Environment
7 3 (1.91%) Video Conferencing
8 2 (1.27%) Enterprise Software
8 2 (1.27%) Freedom of Information
8 2 (1.27%) Freedom of Information Act
8 2 (1.27%) Onboarding
8 2 (1.27%) Robotics
8 2 (1.27%) Tandem
Operating Systems
1 18 (11.46%) Linux
2 15 (9.55%) Windows
3 13 (8.28%) Unix
Processes & Methodologies
1 77 (49.04%) Business Intelligence
1 77 (49.04%) ETL
2 51 (32.48%) Data Modelling
3 45 (28.66%) Analytics
4 43 (27.39%) Data Engineering
5 35 (22.29%) Visualisation
6 33 (21.02%) Data Analysis
7 27 (17.20%) Mentoring
8 26 (16.56%) Decision-Making
9 25 (15.92%) Data Integration
9 25 (15.92%) Data Management
9 25 (15.92%) Data Visualisation
10 24 (15.29%) Performance Tuning
11 22 (14.01%) Actionable Insight
11 22 (14.01%) Data Transformation
12 21 (13.38%) Data Cleansing
13 19 (12.10%) Data Ingestion
13 19 (12.10%) Data Science
13 19 (12.10%) Migration
14 18 (11.46%) Agile
Programming Languages
1 103 (65.61%) SQL
2 65 (41.40%) Python
3 24 (15.29%) JavaScript
4 22 (14.01%) T-SQL
5 19 (12.10%) Java
6 13 (8.28%) C#
6 13 (8.28%) Perl
6 13 (8.28%) PowerShell
7 11 (7.01%) PL/SQL
8 9 (5.73%) R
9 7 (4.46%) C
10 4 (2.55%) Scala
10 4 (2.55%) VBA
11 2 (1.27%) MATLAB
12 1 (0.64%) Data Analysis Expressions
12 1 (0.64%) VB
Qualifications
1 26 (16.56%) Degree
2 6 (3.82%) DBS Check
3 5 (3.18%) Microsoft Certification
4 4 (2.55%) SC Cleared
4 4 (2.55%) Security Cleared
5 3 (1.91%) DV Cleared
6 2 (1.27%) ECDL
6 2 (1.27%) MCP
7 1 (0.64%) Azure Certification
7 1 (0.64%) HNC
Quality Assurance & Compliance
1 42 (26.75%) Data Quality
2 6 (3.82%) QA
3 4 (2.55%) Accessibility
4 2 (1.27%) PMO
4 2 (1.27%) SNOMED CT
5 1 (0.64%) Actionable Recommendations
System Software
1 10 (6.37%) Active Directory
2 1 (0.64%) Docker
Systems Management
1 13 (8.28%) WMI
2 1 (0.64%) Grafana
2 1 (0.64%) Kubernetes
Vendors
1 45 (28.66%) Microsoft
2 35 (22.29%) Oracle
3 13 (8.28%) Splunk
4 10 (6.37%) Adaptive Insights
4 10 (6.37%) Anaplan
4 10 (6.37%) Databricks
4 10 (6.37%) Jedox
4 10 (6.37%) Tagetik
5 8 (5.10%) Informatica
6 6 (3.82%) Google
7 3 (1.91%) Alteryx
7 3 (1.91%) Embarcadero
8 2 (1.27%) Cadence
8 2 (1.27%) IFS
9 1 (0.64%) Denodo
9 1 (0.64%) Talend