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 23 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
23 Apr 2024
Same period 2023 Same period 2022
Rank 734 828 865
Rank change year-on-year +94 +37 -141
Permanent jobs citing Data Extraction 155 150 357
As % of all permanent jobs advertised in the UK 0.16% 0.14% 0.23%
As % of the Processes & Methodologies category 0.18% 0.15% 0.24%
Number of salaries quoted 128 103 206
10th Percentile £39,325 £33,750 £36,105
25th Percentile £45,240 £45,000 £45,000
Median annual salary (50th Percentile) £60,000 £50,238 £52,500
Median % change year-on-year +19.43% -4.31% +23.53%
75th Percentile £70,000 £65,679 £65,938
90th Percentile £77,500 £74,750 £85,625
UK excluding London median annual salary £60,000 £50,000 £50,000
% change year-on-year +20.00% - +33.33%

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 84,165 101,093 147,090
As % of all permanent jobs advertised in the UK 86.12% 95.64% 95.55%
Number of salaries quoted 59,702 59,212 83,288
10th Percentile £29,000 £34,000 £33,496
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,600 £60,000
Median % change year-on-year -10.71% +2.67% +9.09%
75th Percentile £72,500 £82,500 £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 23 April 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 23 April 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 +138 149 £60,000 +19.43% 50
UK excluding London +23 106 £60,000 +20.00% 25
Work from Home +84 66 £64,000 +28.00% 20
London +117 43 £70,000 +16.58% 27
South East +37 33 £60,000 +16.50% 6
North of England +49 27 £60,000 +20.00% 5
Midlands +42 27 £42,500 +13.33% 6
West Midlands +44 18 £55,000 +69.23% 5
North East - 13 £82,500 - 1
South West -27 11 £55,000 +9.48% 1
North West +7 9 £51,250 +15.51% 1
East Midlands -3 9 £42,500 -5.56% 1
Yorkshire +79 5 £50,000 - 3
East of England +35 4 £35,640 -8.62% 4
Wales +1 3 - -
Scotland -76 1 £50,000 -0.47% 4

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 (9.68%) Apache Airflow
2 10 (6.45%) IIS
3 5 (3.23%) Apache Spark
3 5 (3.23%) SAS
4 3 (1.94%) Jupyter
5 2 (1.29%) Apache
5 2 (1.29%) SharePoint
Applications
1 10 (6.45%) Microsoft Excel
2 6 (3.87%) Microsoft Office
3 3 (1.94%) MS Visio
3 3 (1.94%) SPSS
Business Applications
1 1 (0.65%) Oracle Financials
Cloud Services
1 49 (31.61%) Power Platform
2 34 (21.94%) Azure
3 29 (18.71%) AWS
4 19 (12.26%) Amazon S3
5 18 (11.61%) SaaS
6 15 (9.68%) dbt
7 13 (8.39%) Amazon Kinesis
8 6 (3.87%) Azure Data Factory
9 5 (3.23%) IaaS
9 5 (3.23%) PaaS
10 3 (1.94%) Snowflake
11 2 (1.29%) Amazon EC2
11 2 (1.29%) Matillion
11 2 (1.29%) PowerApps
12 1 (0.65%) Amazon CloudWatch
12 1 (0.65%) Amazon SQS
12 1 (0.65%) AWS CloudFormation
12 1 (0.65%) AWS Lambda
12 1 (0.65%) Entra ID
12 1 (0.65%) Google Sheets
Communications & Networking
1 13 (8.39%) SNMP
1 13 (8.39%) SSH
1 13 (8.39%) TCP/IP
2 10 (6.45%) DHCP
2 10 (6.45%) DNS
3 1 (0.65%) Intranet
3 1 (0.65%) SMS
Database & Business Intelligence
1 45 (29.03%) Power BI
2 39 (25.16%) SQL Server
3 38 (24.52%) Data Warehouse
4 26 (16.77%) SQL Server Integration Services
5 25 (16.13%) Relational Database
6 20 (12.90%) Data Mining
7 18 (11.61%) MySQL
8 17 (10.97%) Tableau
9 15 (9.68%) Amazon Redshift
9 15 (9.68%) Data Lake
10 13 (8.39%) PostgreSQL
11 11 (7.10%) Oracle Database
12 9 (5.81%) Oracle Reports
12 9 (5.81%) SQL Server Reporting Services
13 7 (4.52%) Big Data
14 4 (2.58%) Amazon QuickSight
14 4 (2.58%) MongoDB
14 4 (2.58%) Power Query
14 4 (2.58%) RDBMS
15 3 (1.94%) Hadoop
Development Applications
1 13 (8.39%) Eclipse
2 6 (3.87%) JIRA
3 3 (1.94%) ER Studio
3 3 (1.94%) ERwin
General
1 56 (36.13%) Social Skills
2 27 (17.42%) Analytical Skills
3 26 (16.77%) Finance
4 20 (12.90%) Law
5 15 (9.68%) Games
6 7 (4.52%) Marketing
7 6 (3.87%) Automotive
7 6 (3.87%) Legal
7 6 (3.87%) Manufacturing
8 5 (3.23%) Inclusion and Diversity
8 5 (3.23%) Retail
9 4 (2.58%) Financial Institution
10 3 (1.94%) Documentation Skills
10 3 (1.94%) Local Government
10 3 (1.94%) Presentation Skills
11 2 (1.29%) Advertising
11 2 (1.29%) Publishing
12 1 (0.65%) Banking
12 1 (0.65%) Organisational Skills
12 1 (0.65%) Public Sector
Job Titles
1 35 (22.58%) Analyst
2 30 (19.35%) Data Engineer
3 29 (18.71%) Senior
4 27 (17.42%) Developer
5 17 (10.97%) Data Analyst
6 15 (9.68%) AWS Data Engineer
6 15 (9.68%) AWS Engineer
7 13 (8.39%) Lead
7 13 (8.39%) Senior Support Engineer
7 13 (8.39%) Senior Technical Engineer
7 13 (8.39%) Senior Technical Support
7 13 (8.39%) Senior Technical Support Engineer
7 13 (8.39%) Support Engineer
7 13 (8.39%) Technical Engineer
7 13 (8.39%) Technical Support
7 13 (8.39%) Technical Support Engineer
8 12 (7.74%) Consultant
9 11 (7.10%) Business Intelligence Developer
9 11 (7.10%) Python Data Engineer
9 11 (7.10%) Python Engineer
Libraries, Frameworks & Software Standards
1 14 (9.03%) AngularJS
1 14 (9.03%) CSS
1 14 (9.03%) HTML
1 14 (9.03%) XML
2 13 (8.39%) Ajax
2 13 (8.39%) JDBC
2 13 (8.39%) ODBC
2 13 (8.39%) REST
2 13 (8.39%) SOAP
2 13 (8.39%) Web Services
2 13 (8.39%) XHTML
3 9 (5.81%) EDI
3 9 (5.81%) Oracle Fusion
4 3 (1.94%) .NET
4 3 (1.94%) D3.js
4 3 (1.94%) Google Chart
4 3 (1.94%) Pandas
5 2 (1.29%) JSON
5 2 (1.29%) NumPy
6 1 (0.65%) .NET Framework
Miscellaneous
1 13 (8.39%) Client/Server
1 13 (8.39%) CMDB
1 13 (8.39%) Management Information System
1 13 (8.39%) Online Games
2 9 (5.81%) Algorithms
3 6 (3.87%) Data Structures
4 5 (3.23%) Data Protection Act
4 5 (3.23%) Enterprise Cloud
5 4 (2.58%) Legacy Systems
5 4 (2.58%) Mainframe
6 3 (1.94%) Freedom of Information
6 3 (1.94%) Freedom of Information Act
6 3 (1.94%) NHS
6 3 (1.94%) Reinsurance
6 3 (1.94%) Team-Oriented Environment
6 3 (1.94%) Video Conferencing
7 2 (1.29%) Enterprise Software
7 2 (1.29%) Onboarding
7 2 (1.29%) Robotics
7 2 (1.29%) Tandem
Operating Systems
1 15 (9.68%) Windows
2 14 (9.03%) Linux
3 13 (8.39%) Unix
Processes & Methodologies
1 80 (51.61%) Business Intelligence
2 77 (49.68%) ETL
3 47 (30.32%) Data Modelling
4 45 (29.03%) Analytics
5 38 (24.52%) Data Engineering
6 35 (22.58%) Data Analysis
7 33 (21.29%) Visualisation
8 27 (17.42%) Decision-Making
8 27 (17.42%) Mentoring
9 26 (16.77%) Data Management
10 25 (16.13%) Data Integration
11 24 (15.48%) Performance Tuning
12 23 (14.84%) Actionable Insight
12 23 (14.84%) Data Visualisation
13 19 (12.26%) Agile
13 19 (12.26%) Data Ingestion
14 18 (11.61%) Data Science
14 18 (11.61%) Data Transformation
14 18 (11.61%) Migration
15 16 (10.32%) Data Cleansing
Programming Languages
1 100 (64.52%) SQL
2 61 (39.35%) Python
3 24 (15.48%) JavaScript
4 21 (13.55%) T-SQL
5 18 (11.61%) Java
6 14 (9.03%) C#
7 13 (8.39%) Perl
7 13 (8.39%) PowerShell
8 11 (7.10%) PL/SQL
9 9 (5.81%) R
10 7 (4.52%) C
11 4 (2.58%) VBA
12 3 (1.94%) Scala
13 2 (1.29%) MATLAB
14 1 (0.65%) Data Analysis Expressions
14 1 (0.65%) PHP
14 1 (0.65%) VB
Qualifications
1 26 (16.77%) Degree
2 5 (3.23%) Microsoft Certification
3 3 (1.94%) DV Cleared
3 3 (1.94%) SC Cleared
3 3 (1.94%) Security Cleared
4 2 (1.29%) DBS Check
4 2 (1.29%) ECDL
4 2 (1.29%) MCP
5 1 (0.65%) Azure Certification
5 1 (0.65%) HNC
Quality Assurance & Compliance
1 42 (27.10%) Data Quality
2 7 (4.52%) QA
3 4 (2.58%) Accessibility
4 2 (1.29%) PMO
4 2 (1.29%) SNOMED CT
5 1 (0.65%) Actionable Recommendations
System Software
1 10 (6.45%) Active Directory
2 1 (0.65%) Docker
Systems Management
1 13 (8.39%) WMI
2 1 (0.65%) Kubernetes
Vendors
1 45 (29.03%) Microsoft
2 35 (22.58%) Oracle
3 13 (8.39%) Splunk
4 10 (6.45%) Adaptive Insights
4 10 (6.45%) Anaplan
4 10 (6.45%) Jedox
4 10 (6.45%) Tagetik
5 8 (5.16%) Informatica
6 5 (3.23%) Databricks
6 5 (3.23%) Google
7 3 (1.94%) Alteryx
7 3 (1.94%) Embarcadero
8 2 (1.29%) Cadence
8 2 (1.29%) IFS