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 13 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
13 May 2024
Same period 2023 Same period 2022
Rank 724 825 886
Rank change year-on-year +101 +61 -127
Permanent jobs citing Data Extraction 154 147 359
As % of all permanent jobs advertised in the UK 0.16% 0.15% 0.23%
As % of the Processes & Methodologies category 0.18% 0.15% 0.24%
Number of salaries quoted 121 106 199
10th Percentile £39,325 £35,000 £36,250
25th Percentile £45,000 £46,250 £45,000
Median annual salary (50th Percentile) £60,000 £50,238 £55,000
Median % change year-on-year +19.43% -8.66% +39.24%
75th Percentile £70,000 £65,679 £67,000
90th Percentile £77,500 £75,000 £86,500
UK excluding London median annual salary £60,000 £50,000 £50,000
% change year-on-year +20.00% - +32.01%

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 84,735 96,775 152,013
As % of all permanent jobs advertised in the UK 85.57% 95.60% 95.70%
Number of salaries quoted 59,708 57,079 82,921
10th Percentile £29,000 £34,000 £33,740
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,000 £60,000
Median % change year-on-year -9.84% +1.67% +9.09%
75th Percentile £72,500 £81,250 £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 13 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 13 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 +122 146 £60,000 +19.43% 75
UK excluding London +19 109 £60,000 +20.00% 51
Work from Home +97 69 £64,000 +28.00% 17
London +91 39 £67,500 +12.41% 33
South East +34 33 £60,000 +13.21% 13
Midlands +23 31 £42,500 +13.33% 11
North of England +54 25 £64,000 +28.00% 9
West Midlands +30 19 £55,000 +69.23% 7
North East - 13 £82,500 - 1
East Midlands +5 12 £42,500 -5.56% 4
South West -30 12 £58,750 +16.94% 4
North West +7 8 £52,500 +10.53% 3
Yorkshire +71 4 £48,750 -2.50% 5
Wales +15 4 £43,257 -33.81% 2
East of England +18 3 £35,640 -8.62% 3
Scotland -64 1 £50,000 -0.24% 3

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 14 (9.09%) Apache Airflow
2 10 (6.49%) Apache Spark
2 10 (6.49%) IIS
3 5 (3.25%) SAS
4 3 (1.95%) Jupyter
4 3 (1.95%) SharePoint
5 2 (1.30%) Apache
Applications
1 10 (6.49%) Microsoft Excel
2 7 (4.55%) Microsoft Office
3 3 (1.95%) MS Visio
3 3 (1.95%) SPSS
Business Applications
1 1 (0.65%) NetSuite
1 1 (0.65%) Oracle Financials
1 1 (0.65%) SAP S/4HANA
Cloud Services
1 48 (31.17%) Power Platform
2 32 (20.78%) Azure
3 30 (19.48%) AWS
4 18 (11.69%) SaaS
5 17 (11.04%) Amazon S3
6 14 (9.09%) dbt
7 13 (8.44%) Amazon Kinesis
8 6 (3.90%) Azure Data Factory
8 6 (3.90%) PaaS
9 5 (3.25%) IaaS
10 3 (1.95%) Snowflake
11 2 (1.30%) Amazon EC2
11 2 (1.30%) GCP
11 2 (1.30%) Matillion
11 2 (1.30%) PowerApps
11 2 (1.30%) Serverless
12 1 (0.65%) Amazon CloudWatch
12 1 (0.65%) Amazon SQS
12 1 (0.65%) AWS CloudFormation
12 1 (0.65%) Microsoft 365
Communications & Networking
1 13 (8.44%) SNMP
1 13 (8.44%) SSH
1 13 (8.44%) TCP/IP
2 10 (6.49%) DHCP
2 10 (6.49%) DNS
3 1 (0.65%) Intranet
Database & Business Intelligence
1 44 (28.57%) Power BI
2 43 (27.92%) Data Warehouse
3 38 (24.68%) SQL Server
4 25 (16.23%) SQL Server Integration Services
5 23 (14.94%) Relational Database
6 21 (13.64%) Data Mining
7 19 (12.34%) MySQL
8 17 (11.04%) Tableau
9 16 (10.39%) Amazon Redshift
10 15 (9.74%) Data Lake
11 13 (8.44%) PostgreSQL
12 11 (7.14%) Big Data
12 11 (7.14%) Oracle Database
13 9 (5.84%) Oracle Reports
13 9 (5.84%) SQL Server Reporting Services
14 4 (2.60%) Amazon QuickSight
14 4 (2.60%) Azure SQL Database
14 4 (2.60%) MongoDB
14 4 (2.60%) Power Query
15 3 (1.95%) Metadata
Development Applications
1 13 (8.44%) Eclipse
2 6 (3.90%) JIRA
3 3 (1.95%) ER Studio
3 3 (1.95%) ERwin
4 1 (0.65%) Git
General
1 56 (36.36%) Social Skills
2 25 (16.23%) Analytical Skills
3 23 (14.94%) Finance
4 17 (11.04%) Law
5 15 (9.74%) Games
6 7 (4.55%) Marketing
7 6 (3.90%) Automotive
7 6 (3.90%) Manufacturing
8 5 (3.25%) Legal
8 5 (3.25%) Retail
9 4 (2.60%) Financial Institution
10 3 (1.95%) Documentation Skills
11 2 (1.30%) Advertising
11 2 (1.30%) Banking
11 2 (1.30%) Inclusion and Diversity
11 2 (1.30%) Publishing
12 1 (0.65%) Health Technology
12 1 (0.65%) Organisational Skills
12 1 (0.65%) Pharmaceutical
12 1 (0.65%) Public Sector
Job Titles
1 36 (23.38%) Analyst
2 34 (22.08%) Data Engineer
3 28 (18.18%) Senior
4 25 (16.23%) Developer
5 17 (11.04%) Data Analyst
6 15 (9.74%) AWS Data Engineer
6 15 (9.74%) AWS Engineer
7 13 (8.44%) Lead
7 13 (8.44%) Senior Support Engineer
7 13 (8.44%) Senior Technical Engineer
7 13 (8.44%) Senior Technical Support
7 13 (8.44%) Senior Technical Support Engineer
7 13 (8.44%) Support Engineer
7 13 (8.44%) Technical Engineer
7 13 (8.44%) Technical Support
7 13 (8.44%) Technical Support Engineer
8 12 (7.79%) Consultant
9 10 (6.49%) Business Intelligence Consultant
9 10 (6.49%) Technical Consultant
10 9 (5.84%) Lead Data Engineer
Libraries, Frameworks & Software Standards
1 14 (9.09%) AngularJS
1 14 (9.09%) CSS
1 14 (9.09%) HTML
2 13 (8.44%) Ajax
2 13 (8.44%) JDBC
2 13 (8.44%) ODBC
2 13 (8.44%) REST
2 13 (8.44%) SOAP
2 13 (8.44%) Web Services
2 13 (8.44%) XHTML
2 13 (8.44%) XML
3 9 (5.84%) Oracle Fusion
4 6 (3.90%) EDI
5 3 (1.95%) .NET
5 3 (1.95%) D3.js
5 3 (1.95%) Google Chart
6 2 (1.30%) Pandas
7 1 (0.65%) NumPy
7 1 (0.65%) React
7 1 (0.65%) Vue
Miscellaneous
1 13 (8.44%) Client/Server
1 13 (8.44%) CMDB
1 13 (8.44%) Online Games
2 12 (7.79%) Data Structures
3 11 (7.14%) Management Information System
4 9 (5.84%) Algorithms
5 7 (4.55%) Renewable Energy
6 4 (2.60%) Legacy Systems
6 4 (2.60%) Mainframe
6 4 (2.60%) NHS
7 3 (1.95%) Enterprise Cloud
7 3 (1.95%) Team-Oriented Environment
7 3 (1.95%) Video Conferencing
8 2 (1.30%) Data Protection Act
8 2 (1.30%) Enterprise Software
8 2 (1.30%) Onboarding
8 2 (1.30%) Robotics
8 2 (1.30%) Tandem
9 1 (0.65%) Life Science
9 1 (0.65%) Social Media
Operating Systems
1 20 (12.99%) Linux
2 15 (9.74%) Windows
3 13 (8.44%) Unix
Processes & Methodologies
1 77 (50.00%) Business Intelligence
2 71 (46.10%) ETL
3 53 (34.42%) Data Modelling
4 42 (27.27%) Analytics
5 41 (26.62%) Data Engineering
6 35 (22.73%) Visualisation
7 28 (18.18%) Data Analysis
8 26 (16.88%) Decision-Making
8 26 (16.88%) Mentoring
9 25 (16.23%) Data Integration
9 25 (16.23%) Data Visualisation
10 24 (15.58%) Performance Tuning
11 23 (14.94%) Data Transformation
12 22 (14.29%) Data Cleansing
12 22 (14.29%) Data Management
13 21 (13.64%) Actionable Insight
13 21 (13.64%) Data Governance
14 19 (12.34%) Data Ingestion
14 19 (12.34%) Data Science
15 18 (11.69%) Data Pipeline
Programming Languages
1 102 (66.23%) SQL
2 64 (41.56%) Python
3 24 (15.58%) JavaScript
4 21 (13.64%) T-SQL
5 19 (12.34%) Java
6 13 (8.44%) C#
6 13 (8.44%) Perl
6 13 (8.44%) PowerShell
7 11 (7.14%) PL/SQL
8 9 (5.84%) R
9 7 (4.55%) C
10 4 (2.60%) Scala
10 4 (2.60%) VBA
11 2 (1.30%) MATLAB
12 1 (0.65%) Data Analysis Expressions
12 1 (0.65%) VB
Qualifications
1 28 (18.18%) Degree
2 8 (5.19%) DBS Check
3 5 (3.25%) Microsoft Certification
4 4 (2.60%) SC Cleared
4 4 (2.60%) Security Cleared
5 3 (1.95%) DV Cleared
6 2 (1.30%) ECDL
6 2 (1.30%) MCP
7 1 (0.65%) Computer Science Degree
7 1 (0.65%) HNC
7 1 (0.65%) SAP Certification
Quality Assurance & Compliance
1 42 (27.27%) Data Quality
2 6 (3.90%) QA
3 4 (2.60%) Accessibility
4 2 (1.30%) PMO
4 2 (1.30%) SNOMED CT
5 1 (0.65%) Actionable Recommendations
5 1 (0.65%) California Consumer Privacy Act
5 1 (0.65%) GDPR
System Software
1 10 (6.49%) Active Directory
2 1 (0.65%) Docker
Systems Management
1 13 (8.44%) WMI
2 1 (0.65%) Grafana
2 1 (0.65%) Kubernetes
Vendors
1 45 (29.22%) Microsoft
2 36 (23.38%) Oracle
3 13 (8.44%) Splunk
4 11 (7.14%) Databricks
5 10 (6.49%) Adaptive Insights
5 10 (6.49%) Anaplan
5 10 (6.49%) Jedox
5 10 (6.49%) Tagetik
6 6 (3.90%) Google
6 6 (3.90%) Informatica
7 3 (1.95%) Alteryx
7 3 (1.95%) Embarcadero
8 2 (1.30%) Cadence
8 2 (1.30%) IFS
9 1 (0.65%) Denodo
9 1 (0.65%) Salesforce
9 1 (0.65%) SAP
9 1 (0.65%) Talend