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

6 months to
8 May 2024
Same period 2023 Same period 2022
Rank 165 174 146
Rank change year-on-year +9 -28 +9
Permanent jobs citing ETL 1,270 1,188 1,804
As % of all permanent jobs advertised in the UK excluding London 1.79% 1.97% 2.54%
As % of the Processes & Methodologies category 2.13% 2.06% 2.70%
Number of salaries quoted 828 766 1,182
10th Percentile £36,384 £36,250 £35,387
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% +7.69%
75th Percentile £71,250 £67,500 £65,000
90th Percentile £87,500 £77,715 £77,500
UK median annual salary £60,250 £65,000 £60,000
% change year-on-year -7.31% +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 59,635 57,626 66,862
As % of all permanent jobs advertised in the UK excluding London 84.05% 95.63% 94.05%
Number of salaries quoted 41,208 29,573 41,244
10th Percentile £27,117 £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 8 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 8 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 +88 395 £54,500 +4.81% 57
South East -29 261 £60,000 - 28
North West +74 229 £55,000 +5.26% 37
Midlands +13 214 £53,635 +7.27% 65
Scotland +16 174 £60,000 +9.09% 12
West Midlands +14 152 £55,000 +11.41% 42
South West -40 130 £55,000 -18.52% 32
Yorkshire +76 95 £47,500 -3.15% 16
North East +16 71 £64,000 +16.36% 4
East of England -24 63 £47,500 -17.39% 14
East Midlands 0 61 £47,500 -13.64% 23
Wales +3 32 £49,801 +11.50% 9
Northern Ireland +15 3 £85,000 +70.00% 13
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 61 (4.80%) Apache Spark
2 39 (3.07%) Apache
3 21 (1.65%) Apache Airflow
4 13 (1.02%) SharePoint
5 12 (0.94%) IIS
6 5 (0.39%) Confluence
6 5 (0.39%) Drupal
6 5 (0.39%) SAS
6 5 (0.39%) Tomcat
6 5 (0.39%) WebSphere
7 4 (0.31%) WordPress
8 1 (0.079%) ArcGIS
8 1 (0.079%) BizTalk Server
8 1 (0.079%) Oracle Workflow
Applications
1 67 (5.28%) Microsoft Excel
2 13 (1.02%) Microsoft Office
3 7 (0.55%) Spreadsheet
4 6 (0.47%) Trello
5 5 (0.39%) Microsoft PowerPoint
6 3 (0.24%) Chatbot
Business Applications
1 5 (0.39%) Dynamics CRM
2 4 (0.31%) Elite 3E
2 4 (0.31%) Salesforce CRM
3 3 (0.24%) SAP S/4HANA
4 1 (0.079%) Dynamics NAV
4 1 (0.079%) SAP HR
4 1 (0.079%) SAP Payroll
4 1 (0.079%) Unit4 Business World
Cloud Services
1 723 (56.93%) Azure
2 475 (37.40%) AWS
3 411 (32.36%) Power Platform
4 261 (20.55%) GCP
5 165 (12.99%) Azure DevOps
6 148 (11.65%) Azure Data Factory
7 103 (8.11%) Snowflake
8 78 (6.14%) Azure Synapse Analytics
9 67 (5.28%) Matillion
10 64 (5.04%) SaaS
11 59 (4.65%) Cloud Computing
12 46 (3.62%) Serverless
13 40 (3.15%) Azure Cosmos DB
14 39 (3.07%) Amazon S3
15 29 (2.28%) dbt
16 22 (1.73%) Amazon Kinesis
17 17 (1.34%) Amazon EMR
17 17 (1.34%) AWS Lambda
18 15 (1.18%) PaaS
19 14 (1.10%) GitHub
Communications & Networking
1 22 (1.73%) DNS
2 10 (0.79%) HTTP
3 8 (0.63%) DHCP
3 8 (0.63%) Firewall
4 4 (0.31%) Network Security
5 3 (0.24%) VPN
6 1 (0.079%) 3GPP
6 1 (0.079%) 5G
6 1 (0.079%) BIG-IP
6 1 (0.079%) FTP
6 1 (0.079%) iSCSI
6 1 (0.079%) LAN
6 1 (0.079%) Skype
6 1 (0.079%) WAN
6 1 (0.079%) WebEx
6 1 (0.079%) Wireless
Database & Business Intelligence
1 673 (52.99%) Data Warehouse
2 407 (32.05%) Power BI
3 378 (29.76%) SQL Server
4 275 (21.65%) SQL Server Integration Services
5 216 (17.01%) BigQuery
6 193 (15.20%) Looker
7 172 (13.54%) Data Lake
8 103 (8.11%) Tableau
9 91 (7.17%) SQL Server Reporting Services
10 85 (6.69%) Relational Database
11 67 (5.28%) Amazon Redshift
12 64 (5.04%) Big Data
13 62 (4.88%) NoSQL
14 58 (4.57%) SQL Server Analysis Services
15 50 (3.94%) Star Schema
16 49 (3.86%) Data Vault
16 49 (3.86%) Metadata
17 41 (3.23%) PostgreSQL
18 37 (2.91%) MySQL
19 36 (2.83%) Delta Lake
Development Applications
1 62 (4.88%) JIRA
2 58 (4.57%) Git
3 39 (3.07%) GitLab
4 22 (1.73%) Visual Studio
5 14 (1.10%) JMeter
6 13 (1.02%) Jenkins
7 11 (0.87%) Bitbucket
8 7 (0.55%) Selenium
8 7 (0.55%) SQL Server Management Studio (SSMS)
9 6 (0.47%) Appium
9 6 (0.47%) Postman
9 6 (0.47%) SoapUI
9 6 (0.47%) Team Foundation Server
10 5 (0.39%) Toad
11 4 (0.31%) TeamCity
12 3 (0.24%) Cypress.io
13 1 (0.079%) ERwin
13 1 (0.079%) JUnit
13 1 (0.079%) Mercurial
13 1 (0.079%) Subversion
General
1 373 (29.37%) Finance
2 328 (25.83%) Analytical Skills
3 316 (24.88%) Social Skills
4 149 (11.73%) Law
5 133 (10.47%) Public Sector
6 132 (10.39%) Inclusion and Diversity
7 121 (9.53%) Retail
8 102 (8.03%) Legal
9 95 (7.48%) Marketing
10 79 (6.22%) Billing
11 45 (3.54%) Presentation Skills
12 23 (1.81%) Games
13 18 (1.42%) Documentation Skills
14 17 (1.34%) Banking
15 16 (1.26%) Manufacturing
16 15 (1.18%) Organisational Skills
17 10 (0.79%) Pharmaceutical
18 8 (0.63%) Telecoms
19 7 (0.55%) German Language
20 5 (0.39%) Spanish Language
Job Titles
1 398 (31.34%) Data Engineer
2 167 (13.15%) Developer
3 158 (12.44%) Senior
4 156 (12.28%) Architect
5 153 (12.05%) Lead
6 147 (11.57%) Data Architect
7 109 (8.58%) Consultant
8 94 (7.40%) Data Manager
9 91 (7.17%) Software Engineer
10 89 (7.01%) Analyst
11 87 (6.85%) Engineering Manager
12 86 (6.77%) Business Intelligence Consultant
13 76 (5.98%) Business Intelligence Developer
14 66 (5.20%) Senior Data Engineer
15 63 (4.96%) Lead Data Engineer
16 58 (4.57%) AWS Engineer
17 42 (3.31%) Data Analyst
18 40 (3.15%) Senior Software Engineer
19 38 (2.99%) Lead Software Engineer
20 33 (2.60%) AWS Software Engineer
Libraries, Frameworks & Software Standards
1 66 (5.20%) PySpark
2 33 (2.60%) RESTful
3 23 (1.81%) Apache NiFi
4 21 (1.65%) .NET
5 20 (1.57%) Kafka
6 19 (1.50%) REST
7 18 (1.42%) GraphQL
8 16 (1.26%) XML
9 12 (0.94%) Web Services
10 10 (0.79%) CSS
10 10 (0.79%) JWT
10 10 (0.79%) SOAP
11 9 (0.71%) JSON
12 8 (0.63%) ADO
12 8 (0.63%) AngularJS
13 7 (0.55%) Middleware
14 6 (0.47%) HTML
14 6 (0.47%) MDX
14 6 (0.47%) ODBC
15 5 (0.39%) CSS3
Miscellaneous
1 150 (11.81%) Self-Motivation
2 128 (10.08%) Product Ownership
3 115 (9.06%) Data Structures
4 100 (7.87%) Algorithms
5 66 (5.20%) Onboarding
6 64 (5.04%) Management Information System
7 39 (3.07%) Cloud Native
7 39 (3.07%) Reinsurance
8 37 (2.91%) Public Cloud
9 30 (2.36%) Taxonomies
10 19 (1.50%) Client/Server
11 14 (1.10%) Greenfield Project
12 13 (1.02%) NHS
12 13 (1.02%) Online Games
13 12 (0.94%) Blog
13 12 (0.94%) Reference Data
14 10 (0.79%) Enterprise Cloud
14 10 (0.79%) IoT
15 9 (0.71%) Data Protection Act
15 9 (0.71%) Low-Code
Operating Systems
1 25 (1.97%) Windows
2 16 (1.26%) Linux
3 7 (0.55%) Unix
4 6 (0.47%) Windows Server
5 4 (0.31%) Windows Vista
6 1 (0.079%) Windows 10
6 1 (0.079%) Windows Server 2019
Processes & Methodologies
1 580 (45.67%) Data Modelling
2 503 (39.61%) Business Intelligence
3 451 (35.51%) Data Engineering
4 445 (35.04%) Agile
5 415 (32.68%) Problem-Solving
6 377 (29.69%) Analytics
7 304 (23.94%) Machine Learning
8 299 (23.54%) Data Pipeline
9 288 (22.68%) Data Integration
10 279 (21.97%) Visualisation
11 252 (19.84%) Data Science
12 250 (19.69%) CI/CD
13 238 (18.74%) Artificial Intelligence
14 234 (18.43%) DevOps
15 231 (18.19%) Data Analysis
16 223 (17.56%) Data Governance
17 211 (16.61%) Data Architecture
17 211 (16.61%) Migration
18 210 (16.54%) Platform Engineering
19 199 (15.67%) Mentoring
Programming Languages
1 756 (59.53%) SQL
2 415 (32.68%) Python
3 174 (13.70%) T-SQL
4 82 (6.46%) Java
5 53 (4.17%) C#
6 38 (2.99%) JavaScript
7 35 (2.76%) Data Analysis Expressions
8 33 (2.60%) PowerShell
9 31 (2.44%) Scala
10 29 (2.28%) PL/SQL
11 24 (1.89%) R
12 14 (1.10%) VBA
13 13 (1.02%) Go
14 10 (0.79%) TypeScript
15 8 (0.63%) PHP
15 8 (0.63%) Ruby
15 8 (0.63%) Shell Script
16 4 (0.31%) VB
16 4 (0.31%) VB.NET
17 2 (0.16%) Bash
Qualifications
1 166 (13.07%) Degree
2 61 (4.80%) Computer Science Degree
3 50 (3.94%) Master's Degree
4 31 (2.44%) Security Cleared
5 28 (2.20%) DBS Check
6 21 (1.65%) SC Cleared
7 19 (1.50%) Azure Certification
8 17 (1.34%) MBA
9 16 (1.26%) Microsoft Certification
10 11 (0.87%) BPSS Clearance
10 11 (0.87%) PhD
11 7 (0.55%) Numerate Degree
12 6 (0.47%) IIBA
13 5 (0.39%) ISTQB
14 3 (0.24%) DV Cleared
14 3 (0.24%) PMI Certification
15 2 (0.16%) MCITP
15 2 (0.16%) SAS Certification
16 1 (0.079%) CCIE
16 1 (0.079%) CCNP
Quality Assurance & Compliance
1 339 (26.69%) Data Quality
2 153 (12.05%) GDPR
3 131 (10.31%) QA
4 23 (1.81%) Accessibility
5 10 (0.79%) California Consumer Privacy Act
6 7 (0.55%) 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 (0.94%) Virtual Machines
2 11 (0.87%) Active Directory
3 10 (0.79%) Docker
4 4 (0.31%) HDFS
4 4 (0.31%) Virtual Desktop
5 2 (0.16%) vSphere
6 1 (0.079%) Hyper-V
6 1 (0.079%) Microsoft Virtual Server
6 1 (0.079%) Virtual Servers
6 1 (0.079%) VMware ESXi
Systems Management
1 38 (2.99%) Terraform
2 18 (1.42%) Kubernetes
3 6 (0.47%) Ansible
3 6 (0.47%) Grafana
4 5 (0.39%) ITRS Geneos
5 3 (0.24%) Puppet
5 3 (0.24%) Single Sign-On
6 2 (0.16%) MIIS
7 1 (0.079%) Microsoft Clustering
7 1 (0.079%) Rancher
7 1 (0.079%) SCCM
Vendors
1 316 (24.88%) Microsoft
2 220 (17.32%) Databricks
3 205 (16.14%) Google
4 92 (7.24%) Informatica
5 89 (7.01%) Oracle
6 18 (1.42%) Salesforce
7 17 (1.34%) MuleSoft
8 13 (1.02%) Alteryx
9 11 (0.87%) SAP
10 9 (0.71%) Talend
11 8 (0.63%) Adaptive Insights
11 8 (0.63%) Anaplan
11 8 (0.63%) Jedox
11 8 (0.63%) Tagetik
12 6 (0.47%) Cognos
12 6 (0.47%) IBM
12 6 (0.47%) Jitterbit
12 6 (0.47%) OutSystems
12 6 (0.47%) Splunk
13 5 (0.39%) CA