ETL Jobs in England

Extract, Transform and Load (ETL)
UK > England

The following table provides summary statistics for permanent job vacancies advertised in England 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 137 139 115
Rank change year-on-year +2 -24 +7
Permanent jobs citing ETL 1,801 2,298 4,395
As % of all permanent jobs advertised in England 2.08% 2.60% 3.25%
As % of the Processes & Methodologies category 2.45% 2.72% 3.39%
Number of salaries quoted 1,340 1,646 2,564
10th Percentile £41,250 £42,500 £40,000
25th Percentile £47,500 £51,250 £47,500
Median annual salary (50th Percentile) £62,500 £66,786 £60,000
Median % change year-on-year -6.42% +11.31% +4.35%
75th Percentile £85,000 £85,000 £80,000
90th Percentile £95,000 £100,000 £92,500
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
England

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 England with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 73,598 84,339 129,671
As % of all permanent jobs advertised in England 85.11% 95.60% 95.82%
Number of salaries quoted 53,968 50,108 73,057
10th Percentile £29,000 £34,324 £33,500
25th Percentile £40,000 £46,000 £44,000
Median annual salary (50th Percentile) £55,000 £62,500 £60,000
Median % change year-on-year -12.00% +4.17% +9.09%
75th Percentile £73,250 £82,500 £80,000
90th Percentile £93,750 £102,500 £97,500
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 England

Job postings citing ETL as a proportion of all IT jobs advertised in England.

Job vacancy trend for ETL in England

ETL
Salary Trend in England

3-month moving average salary quoted in jobs citing ETL in England.

Salary trend for ETL in England

ETL
Salary Histogram in England

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

Salary histogram for ETL in England

ETL
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the England 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
London +1 710 £72,750 -3.00% 219
North of England +83 388 £55,000 +4.76% 62
South East -17 259 £60,000 - 56
North West +71 229 £55,750 +6.19% 39
Midlands +7 219 £55,000 +10.00% 47
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% 5
East Midlands +2 60 £47,500 -13.64% 11
East of England -35 59 £47,500 -17.39% 14
ETL
UK

ETL
Co-occurring Skills and Capabilities in England 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 94 (5.22%) Apache Spark
2 65 (3.61%) Apache Airflow
3 59 (3.28%) Apache
4 29 (1.61%) SAS
5 26 (1.44%) SharePoint
6 15 (0.83%) IIS
7 12 (0.67%) Confluence
8 6 (0.33%) Drupal
9 5 (0.28%) WordPress
10 3 (0.17%) Jupyter
10 3 (0.17%) Luigi
10 3 (0.17%) Microsoft Exchange
11 2 (0.11%) Apache Solr
11 2 (0.11%) BizTalk Server
11 2 (0.11%) Moodle
12 1 (0.056%) Oracle Workflow
12 1 (0.056%) SharePoint 2013
Applications
1 99 (5.50%) Microsoft Excel
2 30 (1.67%) Microsoft Office
3 12 (0.67%) Microsoft PowerPoint
4 10 (0.56%) Trello
5 9 (0.50%) Spreadsheet
6 7 (0.39%) MS Visio
7 3 (0.17%) Chatbot
8 1 (0.056%) InVision
8 1 (0.056%) Sketch
8 1 (0.056%) Zeplin
Business Applications
1 26 (1.44%) Dynamics CRM
2 13 (0.72%) NEC Housing
3 5 (0.28%) SAP S/4HANA
4 4 (0.22%) Elite 3E
4 4 (0.22%) Primavera
4 4 (0.22%) Salesforce CRM
5 3 (0.17%) Endur
6 2 (0.11%) Dynamics NAV
6 2 (0.11%) MIS ActiveH
7 1 (0.056%) Data Workbench
7 1 (0.056%) HFM
7 1 (0.056%) SAP ERP
7 1 (0.056%) SAP HR
7 1 (0.056%) SAP Payroll
7 1 (0.056%) Unit4 Business World
Cloud Services
1 1,050 (58.30%) Azure
2 592 (32.87%) Power Platform
3 566 (31.43%) AWS
4 387 (21.49%) GCP
5 241 (13.38%) Azure Data Factory
6 204 (11.33%) Azure DevOps
7 162 (9.00%) Snowflake
8 145 (8.05%) Azure Synapse Analytics
9 89 (4.94%) Serverless
10 83 (4.61%) Amazon S3
11 75 (4.16%) Matillion
11 75 (4.16%) SaaS
12 65 (3.61%) dbt
13 44 (2.44%) Azure Cosmos DB
14 40 (2.22%) PowerApps
15 37 (2.05%) GitHub
16 33 (1.83%) AWS Lambda
16 33 (1.83%) Azure Logic Apps
17 32 (1.78%) Amazon Kinesis
18 29 (1.61%) Microsoft 365
Communications & Networking
1 31 (1.72%) DNS
2 20 (1.11%) HTTP
3 14 (0.78%) Firewall
4 10 (0.56%) DHCP
4 10 (0.56%) Network Security
5 3 (0.17%) VPN
6 2 (0.11%) LAN
6 2 (0.11%) SSH
6 2 (0.11%) WAN
6 2 (0.11%) Wireless
7 1 (0.056%) 3GPP
7 1 (0.056%) 5G
7 1 (0.056%) BIG-IP
7 1 (0.056%) FTP
7 1 (0.056%) iSCSI
7 1 (0.056%) Skype
7 1 (0.056%) WebEx
Database & Business Intelligence
1 896 (49.75%) Data Warehouse
2 577 (32.04%) Power BI
3 563 (31.26%) SQL Server
4 382 (21.21%) SQL Server Integration Services
5 270 (14.99%) BigQuery
6 248 (13.77%) Data Lake
7 213 (11.83%) Looker
8 142 (7.88%) Tableau
9 125 (6.94%) SQL Server Reporting Services
10 121 (6.72%) Amazon Redshift
11 118 (6.55%) Big Data
12 108 (6.00%) Relational Database
13 77 (4.28%) Metadata
13 77 (4.28%) NoSQL
14 75 (4.16%) SQL Server Analysis Services
15 70 (3.89%) Data Mining
15 70 (3.89%) Data Vault
16 69 (3.83%) Star Schema
17 65 (3.61%) Azure SQL Database
18 54 (3.00%) PostgreSQL
Development Applications
1 113 (6.27%) Git
2 88 (4.89%) JIRA
3 40 (2.22%) GitLab
4 38 (2.11%) Visual Studio
5 37 (2.05%) Jenkins
6 30 (1.67%) SQL Server Management Studio (SSMS)
7 13 (0.72%) Team Foundation Server
8 10 (0.56%) CircleCI
8 10 (0.56%) Selenium
9 9 (0.50%) JMeter
10 8 (0.44%) Bitbucket
10 8 (0.44%) Mercurial
11 6 (0.33%) Appium
11 6 (0.33%) ERwin
11 6 (0.33%) Toad
12 5 (0.28%) Spinnaker
13 4 (0.22%) Cypress.io
13 4 (0.22%) ER Studio
14 3 (0.17%) Octopus Deploy
14 3 (0.17%) TeamCity
General
1 468 (25.99%) Social Skills
2 439 (24.38%) Analytical Skills
3 431 (23.93%) Finance
4 155 (8.61%) Public Sector
5 139 (7.72%) Retail
6 85 (4.72%) Legal
7 84 (4.66%) Banking
8 72 (4.00%) Billing
9 54 (3.00%) Inclusion and Diversity
9 54 (3.00%) Marketing
10 42 (2.33%) Law
11 41 (2.28%) Presentation Skills
12 26 (1.44%) Financial Institution
13 20 (1.11%) Games
14 19 (1.05%) Documentation Skills
15 16 (0.89%) Local Government
15 16 (0.89%) Manufacturing
16 15 (0.83%) Organisational Skills
17 13 (0.72%) Pharmaceutical
17 13 (0.72%) Retail Banking
Job Titles
1 608 (33.76%) Data Engineer
2 270 (14.99%) Developer
3 264 (14.66%) Senior
4 224 (12.44%) Architect
5 208 (11.55%) Data Architect
6 184 (10.22%) Lead
7 134 (7.44%) Senior Data Engineer
8 129 (7.16%) Consultant
9 126 (7.00%) Analyst
10 122 (6.77%) Business Intelligence Developer
11 98 (5.44%) Data Manager
12 88 (4.89%) Business Intelligence Consultant
13 87 (4.83%) Engineering Manager
14 77 (4.28%) Lead Data Engineer
15 63 (3.50%) Azure Engineer
16 60 (3.33%) Power BI Developer
17 56 (3.11%) Azure Data Engineer
18 55 (3.05%) SQL Developer
19 54 (3.00%) Data Analyst
20 43 (2.39%) Business Intelligence Manager
Libraries, Frameworks & Software Standards
1 112 (6.22%) PySpark
2 60 (3.33%) .NET
3 55 (3.05%) Kafka
4 41 (2.28%) RESTful
5 32 (1.78%) REST
6 31 (1.72%) Web Services
7 28 (1.55%) XML
8 24 (1.33%) JSON
9 21 (1.17%) CSS
9 21 (1.17%) Pandas
10 19 (1.05%) Apache Beam
11 17 (0.94%) JWT
11 17 (0.94%) SOAP
12 16 (0.89%) MDX
13 15 (0.83%) .NET Framework
13 15 (0.83%) Middleware
14 14 (0.78%) AngularJS
15 13 (0.72%) ASP.NET
15 13 (0.72%) GraphQL
15 13 (0.72%) HTML
Miscellaneous
1 170 (9.44%) Self-Motivation
2 158 (8.77%) Data Structures
3 97 (5.39%) Product Ownership
4 91 (5.05%) Management Information System
5 79 (4.39%) Algorithms
6 62 (3.44%) Public Cloud
7 54 (3.00%) Reinsurance
8 48 (2.67%) Onboarding
9 28 (1.55%) Greenfield Project
10 27 (1.50%) NHS
11 24 (1.33%) Client/Server
11 24 (1.33%) Cloud Native
12 23 (1.28%) Distributed Systems
13 20 (1.11%) Cyberattack
13 20 (1.11%) Data Fabric
14 18 (1.00%) Legacy Systems
14 18 (1.00%) Replication
15 14 (0.78%) IoT
16 13 (0.72%) Online Games
16 13 (0.72%) Social Media
Operating Systems
1 77 (4.28%) Windows
2 42 (2.33%) Linux
3 24 (1.33%) zOS
4 17 (0.94%) Unix
5 13 (0.72%) Solaris
6 12 (0.67%) CentOS
6 12 (0.67%) Ubuntu
7 8 (0.44%) Windows Server
8 4 (0.22%) Windows Vista
9 1 (0.056%) VMS
9 1 (0.056%) Windows 10
9 1 (0.056%) Windows Server 2019
Processes & Methodologies
1 840 (46.64%) Data Modelling
2 729 (40.48%) Business Intelligence
3 573 (31.82%) Data Engineering
4 569 (31.59%) Analytics
5 479 (26.60%) Agile
6 453 (25.15%) Problem-Solving
7 433 (24.04%) Data Integration
8 414 (22.99%) Visualisation
9 373 (20.71%) Data Science
10 371 (20.60%) Data Pipeline
11 352 (19.54%) DevOps
12 310 (17.21%) Machine Learning
13 292 (16.21%) Data Governance
14 284 (15.77%) Data Visualisation
15 275 (15.27%) Data Architecture
16 270 (14.99%) Data Analysis
17 266 (14.77%) Migration
18 259 (14.38%) CI/CD
19 242 (13.44%) Data Management
20 239 (13.27%) Mentoring
Programming Languages
1 1,180 (65.52%) SQL
2 621 (34.48%) Python
3 260 (14.44%) T-SQL
4 105 (5.83%) C#
5 81 (4.50%) Data Analysis Expressions
6 79 (4.39%) Java
7 70 (3.89%) R
8 66 (3.66%) Scala
9 57 (3.16%) PL/SQL
10 55 (3.05%) JavaScript
11 53 (2.94%) PowerShell
12 19 (1.05%) TypeScript
13 18 (1.00%) VBA
14 17 (0.94%) Go
15 15 (0.83%) MATLAB
16 9 (0.50%) PHP
17 7 (0.39%) Ruby
18 5 (0.28%) C
18 5 (0.28%) VB
18 5 (0.28%) VB.NET
Qualifications
1 279 (15.49%) Degree
2 92 (5.11%) Computer Science Degree
3 69 (3.83%) Master's Degree
4 46 (2.55%) Security Cleared
5 39 (2.17%) Azure Certification
6 36 (2.00%) DBS Check
7 34 (1.89%) SC Cleared
8 27 (1.50%) Microsoft Certification
9 20 (1.11%) MBA
10 16 (0.89%) BPSS Clearance
11 11 (0.61%) PhD
12 9 (0.50%) Numerate Degree
13 8 (0.44%) PRINCE2 Practitioner
14 7 (0.39%) AWS Certification
15 6 (0.33%) DV Cleared
15 6 (0.33%) IIBA
16 5 (0.28%) ISTQB
16 5 (0.28%) PMI Certification
17 4 (0.22%) CIMA
17 4 (0.22%) CISM
Quality Assurance & Compliance
1 408 (22.65%) Data Quality
2 172 (9.55%) GDPR
3 145 (8.05%) QA
4 29 (1.61%) Accessibility
5 14 (0.78%) California Consumer Privacy Act
6 10 (0.56%) Actionable Recommendations
6 10 (0.56%) ISO/IEC 27001
7 4 (0.22%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 4 (0.22%) NIST
7 4 (0.22%) Solvency II
8 2 (0.11%) ISO 9001
8 2 (0.11%) Sarbanes-Oxley
9 1 (0.056%) HIPAA
9 1 (0.056%) ITGC
9 1 (0.056%) NCSC
9 1 (0.056%) PMO
9 1 (0.056%) SLA
System Software
1 38 (2.11%) Docker
2 31 (1.72%) Active Directory
3 20 (1.11%) Virtual Machines
4 14 (0.78%) HDFS
5 4 (0.22%) Virtual Desktop
6 2 (0.11%) vSphere
7 1 (0.056%) Hyper-V
7 1 (0.056%) Microsoft Virtual Server
7 1 (0.056%) Virtual Servers
7 1 (0.056%) VMware ESXi
Systems Management
1 104 (5.77%) Terraform
2 39 (2.17%) Kubernetes
3 12 (0.67%) Ansible
4 6 (0.33%) Single Sign-On
5 3 (0.17%) Active Directory Federation Services
5 3 (0.17%) Puppet
6 2 (0.11%) Marathon
6 2 (0.11%) Mesos
6 2 (0.11%) MIIS
7 1 (0.056%) FTK
7 1 (0.056%) Grafana
7 1 (0.056%) Kibana
7 1 (0.056%) logstash
7 1 (0.056%) Microsoft Clustering
7 1 (0.056%) SCCM
Vendors
1 450 (24.99%) Microsoft
2 279 (15.49%) Databricks
3 240 (13.33%) Google
4 139 (7.72%) Oracle
5 115 (6.39%) Informatica
6 29 (1.61%) Alteryx
7 26 (1.44%) SAP
8 25 (1.39%) Salesforce
9 17 (0.94%) IBM
10 15 (0.83%) Cloudera
11 14 (0.78%) MuleSoft
12 13 (0.72%) F5
12 13 (0.72%) NEC
13 11 (0.61%) Talend
14 10 (0.56%) Adaptive Insights
14 10 (0.56%) Anaplan
14 10 (0.56%) Jedox
14 10 (0.56%) Tagetik
15 8 (0.44%) Cognos
16 7 (0.39%) ServiceNow