ETL Jobs in the UK excluding London

Extract, Transform and Load (ETL)
UK > UK excluding London

The following table provides summary statistics for permanent job vacancies advertised in the UK excluding London with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 6 months to 18 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
18 May 2024
Same period 2023 Same period 2022
Rank 164 180 146
Rank change year-on-year +16 -34 +10
Permanent jobs citing ETL 1,259 1,163 1,812
As % of all permanent jobs advertised in the UK excluding London 1.76% 1.97% 2.52%
As % of the Processes & Methodologies category 2.10% 2.06% 2.68%
Number of salaries quoted 817 769 1,181
10th Percentile £36,896 £36,250 £35,233
25th Percentile £43,750 £44,000 £42,500
Median annual salary (50th Percentile) £55,000 £55,000 £52,500
Median % change year-on-year - +4.76% +9.38%
75th Percentile £71,250 £68,750 £65,000
90th Percentile £87,500 £77,715 £77,500
UK median annual salary £62,500 £65,000 £60,000
% change year-on-year -3.85% +8.33% +4.35%

All Process and Methodology Skills
UK excluding London

ETL 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 advertised in the UK excluding London with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 59,837 56,365 67,584
As % of all permanent jobs advertised in the UK excluding London 83.55% 95.59% 94.14%
Number of salaries quoted 41,306 29,082 41,028
10th Percentile £27,250 £30,500 £30,000
25th Percentile £36,250 £40,000 £38,750
Median annual salary (50th Percentile) £50,000 £55,000 £52,500
Median % change year-on-year -9.09% +4.76% +9.38%
75th Percentile £65,000 £70,000 £67,500
90th Percentile £77,500 £82,500 £80,000
UK median annual salary £55,000 £61,180 £60,000
% change year-on-year -10.10% +1.97% +9.09%

ETL
Job Vacancy Trend in the UK excluding London

Job postings citing ETL as a proportion of all IT jobs advertised in the UK excluding London.

Job vacancy trend for ETL in the UK excluding London

ETL
Salary Trend in the UK excluding London

3-month moving average salary quoted in jobs citing ETL in the UK excluding London.

Salary trend for ETL in the UK excluding London

ETL
Salary Histogram in the UK excluding London

Salary distribution for jobs citing ETL in the UK excluding London over the 6 months to 18 May 2024.

Salary histogram for ETL in the UK excluding London

ETL
Job Locations in the UK excluding London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the UK excluding London region over the 6 months to 18 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
North of England +83 388 £55,000 +4.76% 63
South East -17 259 £60,000 - 56
North West +71 229 £55,750 +6.19% 39
Midlands +7 219 £55,000 +10.00% 47
Scotland +11 173 £60,000 +7.62% 8
West Midlands +15 157 £56,750 +14.95% 36
South West -40 129 £53,500 -20.74% 31
Yorkshire +80 91 £47,500 -5.00% 18
North East +10 68 £64,000 +16.36% 6
East Midlands +2 60 £47,500 -13.64% 11
East of England -35 59 £47,500 -17.39% 14
Wales +1 32 £49,801 +11.50% 9
Northern Ireland +8 2 £85,000 +70.00% 14
ETL
UK

ETL
Co-occurring Skills and Capabilities in the UK excluding London 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 59 (4.69%) Apache Spark
2 38 (3.02%) Apache
3 21 (1.67%) Apache Airflow
4 13 (1.03%) SharePoint
5 12 (0.95%) IIS
6 5 (0.40%) Confluence
6 5 (0.40%) Drupal
6 5 (0.40%) SAS
6 5 (0.40%) Tomcat
6 5 (0.40%) WebSphere
7 4 (0.32%) WordPress
8 2 (0.16%) BizTalk Server
9 1 (0.079%) ArcGIS
9 1 (0.079%) Oracle Workflow
Applications
1 64 (5.08%) Microsoft Excel
2 13 (1.03%) Microsoft Office
3 7 (0.56%) Spreadsheet
4 6 (0.48%) Microsoft PowerPoint
4 6 (0.48%) Trello
5 3 (0.24%) Chatbot
Business Applications
1 6 (0.48%) Dynamics CRM
2 4 (0.32%) Elite 3E
2 4 (0.32%) Salesforce CRM
3 3 (0.24%) SAP S/4HANA
4 2 (0.16%) Dynamics NAV
5 1 (0.079%) SAP HR
5 1 (0.079%) SAP Payroll
5 1 (0.079%) Unit4 Business World
Cloud Services
1 725 (57.59%) Azure
2 464 (36.85%) AWS
3 408 (32.41%) Power Platform
4 260 (20.65%) GCP
5 167 (13.26%) Azure DevOps
6 144 (11.44%) Azure Data Factory
7 98 (7.78%) Snowflake
8 82 (6.51%) Azure Synapse Analytics
9 66 (5.24%) Matillion
10 63 (5.00%) SaaS
11 61 (4.85%) Cloud Computing
12 41 (3.26%) Serverless
13 39 (3.10%) Azure Cosmos DB
14 34 (2.70%) Amazon S3
15 27 (2.14%) dbt
16 18 (1.43%) Amazon Kinesis
17 16 (1.27%) Amazon EMR
18 15 (1.19%) Dynamics 365
18 15 (1.19%) PaaS
19 14 (1.11%) Microsoft 365
Communications & Networking
1 22 (1.75%) DNS
2 10 (0.79%) HTTP
3 8 (0.64%) DHCP
3 8 (0.64%) Firewall
4 5 (0.40%) Network Security
5 3 (0.24%) VPN
6 2 (0.16%) LAN
6 2 (0.16%) WAN
6 2 (0.16%) Wireless
7 1 (0.079%) 3GPP
7 1 (0.079%) 5G
7 1 (0.079%) BIG-IP
7 1 (0.079%) FTP
7 1 (0.079%) iSCSI
7 1 (0.079%) Skype
7 1 (0.079%) WebEx
Database & Business Intelligence
1 671 (53.30%) Data Warehouse
2 404 (32.09%) Power BI
3 374 (29.71%) SQL Server
4 272 (21.60%) SQL Server Integration Services
5 216 (17.16%) BigQuery
6 193 (15.33%) Looker
7 172 (13.66%) Data Lake
8 100 (7.94%) Tableau
9 89 (7.07%) SQL Server Reporting Services
10 79 (6.27%) Relational Database
11 64 (5.08%) Amazon Redshift
12 61 (4.85%) Big Data
13 60 (4.77%) NoSQL
13 60 (4.77%) SQL Server Analysis Services
14 50 (3.97%) Data Vault
14 50 (3.97%) Metadata
14 50 (3.97%) Star Schema
15 40 (3.18%) PostgreSQL
16 35 (2.78%) Delta Lake
16 35 (2.78%) MySQL
Development Applications
1 63 (5.00%) JIRA
2 57 (4.53%) Git
3 39 (3.10%) GitLab
4 23 (1.83%) Visual Studio
5 14 (1.11%) JMeter
6 11 (0.87%) Bitbucket
6 11 (0.87%) Jenkins
7 7 (0.56%) Selenium
7 7 (0.56%) SQL Server Management Studio (SSMS)
7 7 (0.56%) Team Foundation Server
8 6 (0.48%) Appium
8 6 (0.48%) Postman
8 6 (0.48%) SoapUI
9 5 (0.40%) Toad
10 3 (0.24%) Cypress.io
11 2 (0.16%) TeamCity
12 1 (0.079%) ERwin
12 1 (0.079%) Mercurial
12 1 (0.079%) Subversion
12 1 (0.079%) Zephyr
General
1 375 (29.79%) Finance
2 329 (26.13%) Analytical Skills
3 314 (24.94%) Social Skills
4 144 (11.44%) Law
5 133 (10.56%) Public Sector
6 130 (10.33%) Inclusion and Diversity
7 121 (9.61%) Retail
8 103 (8.18%) Legal
9 92 (7.31%) Marketing
10 79 (6.27%) Billing
11 43 (3.42%) Presentation Skills
12 22 (1.75%) Games
13 19 (1.51%) Manufacturing
14 16 (1.27%) Banking
15 15 (1.19%) Organisational Skills
16 14 (1.11%) Documentation Skills
17 10 (0.79%) Pharmaceutical
18 8 (0.64%) Telecoms
19 7 (0.56%) German Language
20 5 (0.40%) Spanish Language
Job Titles
1 393 (31.22%) Data Engineer
2 163 (12.95%) Developer
3 158 (12.55%) Architect
4 157 (12.47%) Senior
5 153 (12.15%) Lead
6 149 (11.83%) Data Architect
7 108 (8.58%) Consultant
8 95 (7.55%) Data Manager
9 90 (7.15%) Software Engineer
10 88 (6.99%) Engineering Manager
11 86 (6.83%) Business Intelligence Consultant
12 84 (6.67%) Analyst
13 73 (5.80%) Business Intelligence Developer
14 65 (5.16%) Senior Data Engineer
15 63 (5.00%) Lead Data Engineer
16 56 (4.45%) AWS Engineer
17 40 (3.18%) Senior Software Engineer
18 39 (3.10%) Data Analyst
19 38 (3.02%) Lead Software Engineer
20 33 (2.62%) AWS Software Engineer
Libraries, Frameworks & Software Standards
1 67 (5.32%) PySpark
2 30 (2.38%) RESTful
3 22 (1.75%) Apache NiFi
4 21 (1.67%) .NET
5 19 (1.51%) REST
6 18 (1.43%) Kafka
7 16 (1.27%) XML
8 15 (1.19%) GraphQL
9 11 (0.87%) Web Services
10 10 (0.79%) CSS
10 10 (0.79%) JWT
10 10 (0.79%) SOAP
11 9 (0.71%) JSON
12 8 (0.64%) ADO
12 8 (0.64%) AngularJS
13 7 (0.56%) Middleware
14 6 (0.48%) HTML
14 6 (0.48%) MDX
14 6 (0.48%) ODBC
15 5 (0.40%) jQuery
Miscellaneous
1 150 (11.91%) Self-Motivation
2 127 (10.09%) Product Ownership
3 115 (9.13%) Data Structures
4 101 (8.02%) Algorithms
5 66 (5.24%) Onboarding
6 61 (4.85%) Management Information System
7 41 (3.26%) Reinsurance
8 38 (3.02%) Public Cloud
9 36 (2.86%) Cloud Native
10 30 (2.38%) Taxonomies
11 19 (1.51%) Client/Server
12 15 (1.19%) Greenfield Project
12 15 (1.19%) NHS
13 13 (1.03%) Online Games
14 12 (0.95%) Blog
14 12 (0.95%) Reference Data
15 9 (0.71%) Data Protection Act
16 8 (0.64%) AS400
16 8 (0.64%) Clustering
16 8 (0.64%) Replication
Operating Systems
1 26 (2.07%) Windows
2 15 (1.19%) Linux
3 7 (0.56%) Unix
3 7 (0.56%) Windows Server
4 4 (0.32%) Windows Vista
5 1 (0.079%) Android
5 1 (0.079%) Apple iOS
5 1 (0.079%) Windows 10
5 1 (0.079%) Windows Server 2019
Processes & Methodologies
1 581 (46.15%) Data Modelling
2 498 (39.56%) Business Intelligence
3 447 (35.50%) Data Engineering
4 437 (34.71%) Agile
5 415 (32.96%) Problem-Solving
6 375 (29.79%) Analytics
7 303 (24.07%) Machine Learning
8 295 (23.43%) Data Pipeline
9 290 (23.03%) Data Integration
10 275 (21.84%) Visualisation
11 252 (20.02%) CI/CD
12 251 (19.94%) Data Science
13 237 (18.82%) Artificial Intelligence
14 236 (18.75%) DevOps
15 229 (18.19%) Data Analysis
16 224 (17.79%) Data Governance
17 212 (16.84%) Data Architecture
18 210 (16.68%) Migration
18 210 (16.68%) Platform Engineering
19 197 (15.65%) Mentoring
Programming Languages
1 750 (59.57%) SQL
2 404 (32.09%) Python
3 168 (13.34%) T-SQL
4 81 (6.43%) Java
5 53 (4.21%) C#
6 39 (3.10%) Data Analysis Expressions
7 37 (2.94%) JavaScript
8 33 (2.62%) PowerShell
9 29 (2.30%) PL/SQL
10 28 (2.22%) Scala
11 23 (1.83%) R
12 14 (1.11%) VBA
13 12 (0.95%) Go
14 8 (0.64%) PHP
14 8 (0.64%) Ruby
14 8 (0.64%) Shell Script
14 8 (0.64%) TypeScript
15 4 (0.32%) VB
15 4 (0.32%) VB.NET
16 1 (0.079%) VBScript
Qualifications
1 171 (13.58%) Degree
2 65 (5.16%) Computer Science Degree
3 51 (4.05%) Master's Degree
4 31 (2.46%) Security Cleared
5 28 (2.22%) DBS Check
6 21 (1.67%) Azure Certification
6 21 (1.67%) SC Cleared
7 17 (1.35%) MBA
8 16 (1.27%) Microsoft Certification
9 11 (0.87%) BPSS Clearance
9 11 (0.87%) PhD
10 7 (0.56%) Numerate Degree
11 6 (0.48%) IIBA
12 5 (0.40%) ISTQB
13 4 (0.32%) PMI Certification
14 3 (0.24%) DV Cleared
15 2 (0.16%) CCIE
15 2 (0.16%) ITIL Certification
15 2 (0.16%) MCITP
15 2 (0.16%) SAS Certification
Quality Assurance & Compliance
1 344 (27.32%) Data Quality
2 151 (11.99%) GDPR
3 130 (10.33%) QA
4 21 (1.67%) Accessibility
5 10 (0.79%) California Consumer Privacy Act
6 7 (0.56%) Actionable Recommendations
7 3 (0.24%) ISO/IEC 27001
8 1 (0.079%) HIPAA
8 1 (0.079%) ITGC
8 1 (0.079%) NCSC
8 1 (0.079%) SLA
System Software
1 12 (0.95%) Active Directory
1 12 (0.95%) Virtual Machines
2 9 (0.71%) Docker
3 4 (0.32%) HDFS
3 4 (0.32%) Virtual Desktop
4 2 (0.16%) vSphere
5 1 (0.079%) Hyper-V
5 1 (0.079%) Microsoft Virtual Server
5 1 (0.079%) Virtual Servers
5 1 (0.079%) VMware ESXi
Systems Management
1 37 (2.94%) Terraform
2 17 (1.35%) Kubernetes
3 6 (0.48%) Ansible
3 6 (0.48%) Grafana
4 5 (0.40%) ITRS Geneos
5 3 (0.24%) Puppet
5 3 (0.24%) Single Sign-On
6 2 (0.16%) MIIS
7 1 (0.079%) FTK
7 1 (0.079%) Microsoft Clustering
7 1 (0.079%) SCCM
Vendors
1 319 (25.34%) Microsoft
2 220 (17.47%) Databricks
3 204 (16.20%) Google
4 96 (7.63%) Informatica
5 90 (7.15%) Oracle
6 17 (1.35%) MuleSoft
7 15 (1.19%) Salesforce
8 12 (0.95%) Alteryx
8 12 (0.95%) SAP
9 8 (0.64%) Adaptive Insights
9 8 (0.64%) Anaplan
9 8 (0.64%) Jedox
9 8 (0.64%) Tagetik
9 8 (0.64%) Talend
10 6 (0.48%) Cognos
10 6 (0.48%) IBM
10 6 (0.48%) Jitterbit
10 6 (0.48%) OutSystems
11 5 (0.40%) CA
11 5 (0.40%) Sybase