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

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 133 136 117
Rank change year-on-year +3 -19 +9
Permanent jobs citing ETL 1,847 2,457 4,208
As % of all permanent jobs advertised in England 2.18% 2.64% 3.22%
As % of the Processes & Methodologies category 2.54% 2.76% 3.37%
Number of salaries quoted 1,375 1,728 2,599
10th Percentile £41,250 £42,500 £40,000
25th Percentile £47,500 £51,250 £47,500
Median annual salary (50th Percentile) £62,500 £65,000 £60,000
Median % change year-on-year -3.85% +8.33% +4.35%
75th Percentile £85,000 £82,500 £80,000
90th Percentile £95,000 £100,000 £92,500
UK median annual salary £60,500 £65,000 £60,000
% change year-on-year -6.92% +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 72,814 89,178 125,034
As % of all permanent jobs advertised in England 85.85% 95.66% 95.65%
Number of salaries quoted 53,731 52,642 73,765
10th Percentile £29,000 £34,250 £33,327
25th Percentile £39,750 £46,000 £44,250
Median annual salary (50th Percentile) £55,000 £62,500 £60,000
Median % change year-on-year -12.00% +4.17% +9.09%
75th Percentile £73,750 £82,500 £80,000
90th Percentile £93,750 £101,250 £97,500
UK median annual salary £55,000 £62,000 £60,000
% change year-on-year -11.29% +3.33% +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 27 April 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 27 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
London +4 735 £72,500 -0.68% 193
North of England +94 399 £54,500 +9.00% 54
South East -17 267 £62,500 +4.17% 26
North West +78 233 £55,000 +10.00% 34
Midlands +4 209 £53,000 +6.00% 42
West Midlands +7 145 £55,000 +11.41% 28
South West -28 132 £54,250 -19.63% 23
Yorkshire +78 97 £47,500 -2.11% 18
North East +18 69 £64,000 +16.36% 4
East of England -17 67 £55,000 -4.35% 14
East Midlands -2 63 £47,500 -13.64% 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
1 103 (5.58%) Apache Spark
2 73 (3.95%) Apache
3 66 (3.57%) Apache Airflow
4 33 (1.79%) SAS
5 27 (1.46%) SharePoint
6 15 (0.81%) IIS
7 12 (0.65%) Confluence
8 6 (0.32%) Drupal
9 5 (0.27%) WordPress
10 4 (0.22%) Jupyter
11 3 (0.16%) Microsoft Exchange
12 2 (0.11%) Apache Solr
12 2 (0.11%) Luigi
12 2 (0.11%) Moodle
13 1 (0.054%) BizTalk Server
13 1 (0.054%) Oracle Workflow
13 1 (0.054%) SharePoint 2013
Applications
1 103 (5.58%) Microsoft Excel
2 27 (1.46%) Microsoft Office
3 12 (0.65%) Microsoft PowerPoint
4 10 (0.54%) Trello
5 9 (0.49%) Spreadsheet
6 8 (0.43%) MS Visio
7 3 (0.16%) Chatbot
8 1 (0.054%) InVision
8 1 (0.054%) Sketch
8 1 (0.054%) Zeplin
Business Applications
1 32 (1.73%) Dynamics CRM
2 16 (0.87%) NEC Housing
3 5 (0.27%) SAP S/4HANA
4 4 (0.22%) Elite 3E
4 4 (0.22%) Primavera
4 4 (0.22%) Salesforce CRM
5 3 (0.16%) Endur
6 2 (0.11%) MIS ActiveH
7 1 (0.054%) Data Workbench
7 1 (0.054%) Dynamics NAV
7 1 (0.054%) HFM
7 1 (0.054%) SAP HR
7 1 (0.054%) SAP Payroll
7 1 (0.054%) Unit4 Business World
Cloud Services
1 1,052 (56.96%) Azure
2 609 (32.97%) Power Platform
3 583 (31.56%) AWS
4 397 (21.49%) GCP
5 243 (13.16%) Azure Data Factory
6 203 (10.99%) Azure DevOps
7 169 (9.15%) Snowflake
8 137 (7.42%) Azure Synapse Analytics
9 101 (5.47%) Serverless
10 94 (5.09%) Amazon S3
11 78 (4.22%) Matillion
12 72 (3.90%) SaaS
13 68 (3.68%) dbt
14 46 (2.49%) Azure Cosmos DB
15 45 (2.44%) AWS Lambda
16 44 (2.38%) PowerApps
17 43 (2.33%) GitHub
18 40 (2.17%) Amazon Kinesis
19 33 (1.79%) Azure Logic Apps
20 32 (1.73%) Amazon EMR
Communications & Networking
1 31 (1.68%) DNS
2 20 (1.08%) HTTP
3 14 (0.76%) Firewall
4 10 (0.54%) DHCP
4 10 (0.54%) Network Security
5 3 (0.16%) VPN
6 2 (0.11%) SSH
7 1 (0.054%) 3GPP
7 1 (0.054%) 5G
7 1 (0.054%) BIG-IP
7 1 (0.054%) FTP
7 1 (0.054%) iSCSI
7 1 (0.054%) LAN
7 1 (0.054%) Skype
7 1 (0.054%) SMS
7 1 (0.054%) WAN
7 1 (0.054%) WebEx
7 1 (0.054%) Wireless
Database & Business Intelligence
1 898 (48.62%) Data Warehouse
2 593 (32.11%) Power BI
3 572 (30.97%) SQL Server
4 389 (21.06%) SQL Server Integration Services
5 276 (14.94%) BigQuery
6 257 (13.91%) Data Lake
7 219 (11.86%) Looker
8 156 (8.45%) Tableau
9 127 (6.88%) SQL Server Reporting Services
10 124 (6.71%) Big Data
11 123 (6.66%) Relational Database
12 122 (6.61%) Amazon Redshift
13 91 (4.93%) NoSQL
14 77 (4.17%) Metadata
15 70 (3.79%) Data Mining
16 69 (3.74%) Data Vault
16 69 (3.74%) SQL Server Analysis Services
17 68 (3.68%) Star Schema
18 67 (3.63%) Azure SQL Database
19 63 (3.41%) PostgreSQL
Development Applications
1 112 (6.06%) Git
2 85 (4.60%) JIRA
3 46 (2.49%) Jenkins
4 37 (2.00%) GitLab
5 36 (1.95%) Visual Studio
6 34 (1.84%) SQL Server Management Studio (SSMS)
7 11 (0.60%) Team Foundation Server
8 10 (0.54%) CircleCI
9 9 (0.49%) Bitbucket
9 9 (0.49%) JMeter
9 9 (0.49%) Selenium
10 8 (0.43%) Mercurial
11 6 (0.32%) Appium
11 6 (0.32%) Toad
12 5 (0.27%) ERwin
12 5 (0.27%) Spinnaker
12 5 (0.27%) TeamCity
13 4 (0.22%) Cypress.io
13 4 (0.22%) ER Studio
14 3 (0.16%) Octopus Deploy
General
1 473 (25.61%) Social Skills
2 453 (24.53%) Finance
3 444 (24.04%) Analytical Skills
4 158 (8.55%) Public Sector
5 145 (7.85%) Retail
6 94 (5.09%) Banking
7 85 (4.60%) Legal
8 72 (3.90%) Billing
9 65 (3.52%) Marketing
10 52 (2.82%) Inclusion and Diversity
11 50 (2.71%) Presentation Skills
12 48 (2.60%) Law
13 29 (1.57%) Financial Institution
14 25 (1.35%) Documentation Skills
15 21 (1.14%) Games
16 16 (0.87%) Local Government
17 15 (0.81%) Organisational Skills
18 14 (0.76%) Manufacturing
19 12 (0.65%) Retail Banking
20 11 (0.60%) Health Technology
Job Titles
1 616 (33.35%) Data Engineer
2 278 (15.05%) Developer
3 274 (14.83%) Senior
4 237 (12.83%) Architect
5 215 (11.64%) Data Architect
6 179 (9.69%) Lead
7 139 (7.53%) Senior Data Engineer
8 134 (7.26%) Analyst
9 131 (7.09%) Business Intelligence Developer
9 131 (7.09%) Consultant
10 97 (5.25%) Data Manager
11 89 (4.82%) Business Intelligence Consultant
12 87 (4.71%) Engineering Manager
13 69 (3.74%) Lead Data Engineer
14 67 (3.63%) Azure Engineer
15 66 (3.57%) Power BI Developer
16 58 (3.14%) Azure Data Engineer
17 57 (3.09%) Data Analyst
18 56 (3.03%) SQL Developer
19 49 (2.65%) Python Engineer
Libraries, Frameworks & Software Standards
1 106 (5.74%) PySpark
2 72 (3.90%) Kafka
3 62 (3.36%) .NET
4 45 (2.44%) RESTful
5 35 (1.89%) REST
6 32 (1.73%) XML
7 31 (1.68%) Web Services
8 28 (1.52%) Pandas
9 27 (1.46%) JSON
10 23 (1.25%) CSS
11 22 (1.19%) Apache Beam
12 17 (0.92%) JWT
12 17 (0.92%) SOAP
13 16 (0.87%) GraphQL
13 16 (0.87%) MDX
14 15 (0.81%) .NET Framework
14 15 (0.81%) AngularJS
14 15 (0.81%) Middleware
15 14 (0.76%) HTML
16 13 (0.70%) ASP.NET
Miscellaneous
1 172 (9.31%) Self-Motivation
2 158 (8.55%) Data Structures
3 101 (5.47%) Product Ownership
4 93 (5.04%) Management Information System
5 75 (4.06%) Algorithms
6 67 (3.63%) Public Cloud
7 59 (3.19%) Reinsurance
8 47 (2.54%) Onboarding
9 29 (1.57%) Cloud Native
10 28 (1.52%) Greenfield Project
11 27 (1.46%) Distributed Systems
12 25 (1.35%) Client/Server
13 23 (1.25%) NHS
14 20 (1.08%) Cyberattack
14 20 (1.08%) Data Fabric
15 17 (0.92%) Legacy Systems
15 17 (0.92%) Replication
16 15 (0.81%) IoT
17 14 (0.76%) Social Media
18 13 (0.70%) Online Games
Operating Systems
1 79 (4.28%) Windows
2 43 (2.33%) Linux
3 24 (1.30%) zOS
4 18 (0.97%) Unix
5 13 (0.70%) Solaris
6 12 (0.65%) CentOS
6 12 (0.65%) Ubuntu
7 7 (0.38%) Windows Server
8 4 (0.22%) Windows Vista
9 1 (0.054%) VMS
9 1 (0.054%) Windows 10
9 1 (0.054%) Windows Server 2019
Processes & Methodologies
1 849 (45.97%) Data Modelling
2 739 (40.01%) Business Intelligence
3 578 (31.29%) Analytics
4 577 (31.24%) Data Engineering
5 499 (27.02%) Agile
6 459 (24.85%) Problem-Solving
7 452 (24.47%) Data Integration
8 428 (23.17%) Visualisation
9 388 (21.01%) Data Pipeline
9 388 (21.01%) Data Science
10 353 (19.11%) DevOps
11 324 (17.54%) Machine Learning
12 292 (15.81%) Data Governance
13 291 (15.76%) Data Visualisation
14 283 (15.32%) Data Architecture
15 275 (14.89%) Data Analysis
16 266 (14.40%) Migration
17 254 (13.75%) CI/CD
18 248 (13.43%) Data Management
19 240 (12.99%) Mentoring
Programming Languages
1 1,214 (65.73%) SQL
2 639 (34.60%) Python
3 273 (14.78%) T-SQL
4 106 (5.74%) C#
5 77 (4.17%) Data Analysis Expressions
6 76 (4.11%) Java
7 69 (3.74%) R
7 69 (3.74%) Scala
8 62 (3.36%) PL/SQL
9 59 (3.19%) JavaScript
10 52 (2.82%) PowerShell
11 21 (1.14%) TypeScript
12 18 (0.97%) MATLAB
13 17 (0.92%) Go
14 15 (0.81%) VBA
15 9 (0.49%) PHP
16 7 (0.38%) Ruby
17 5 (0.27%) Bash
17 5 (0.27%) C
17 5 (0.27%) VB.NET
Qualifications
1 277 (15.00%) Degree
2 96 (5.20%) Computer Science Degree
3 72 (3.90%) Master's Degree
4 47 (2.54%) Security Cleared
5 39 (2.11%) Azure Certification
6 35 (1.89%) DBS Check
7 34 (1.84%) SC Cleared
8 28 (1.52%) Microsoft Certification
9 20 (1.08%) MBA
10 16 (0.87%) BPSS Clearance
11 11 (0.60%) PhD
12 10 (0.54%) PRINCE2 Practitioner
13 9 (0.49%) AWS Certification
13 9 (0.49%) Numerate Degree
14 6 (0.32%) DV Cleared
14 6 (0.32%) IIBA
15 5 (0.27%) ISTQB
16 4 (0.22%) CIMA
16 4 (0.22%) CISSP
16 4 (0.22%) PMI Certification
Quality Assurance & Compliance
1 412 (22.31%) Data Quality
2 171 (9.26%) GDPR
3 148 (8.01%) QA
4 28 (1.52%) Accessibility
5 14 (0.76%) California Consumer Privacy Act
6 10 (0.54%) Actionable Recommendations
6 10 (0.54%) ISO/IEC 27001
7 7 (0.38%) PMO
8 4 (0.22%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
8 4 (0.22%) NIST
8 4 (0.22%) Solvency II
9 2 (0.11%) HIPAA
9 2 (0.11%) ISO 9001
9 2 (0.11%) Sarbanes-Oxley
10 1 (0.054%) ITGC
10 1 (0.054%) NCSC
10 1 (0.054%) SLA
System Software
1 41 (2.22%) Docker
2 33 (1.79%) Active Directory
3 20 (1.08%) Virtual Machines
4 14 (0.76%) HDFS
5 4 (0.22%) Virtual Desktop
6 2 (0.11%) vSphere
7 1 (0.054%) Hyper-V
7 1 (0.054%) Microsoft Virtual Server
7 1 (0.054%) Virtual Servers
7 1 (0.054%) VMware ESXi
Systems Management
1 104 (5.63%) Terraform
2 35 (1.89%) Kubernetes
3 9 (0.49%) Ansible
4 6 (0.32%) Single Sign-On
5 4 (0.22%) Active Directory Federation Services
6 3 (0.16%) Puppet
7 2 (0.11%) Marathon
7 2 (0.11%) Mesos
7 2 (0.11%) MIIS
8 1 (0.054%) Kibana
8 1 (0.054%) logstash
8 1 (0.054%) Microsoft Clustering
8 1 (0.054%) SCCM
Vendors
1 445 (24.09%) Microsoft
2 275 (14.89%) Databricks
3 247 (13.37%) Google
4 138 (7.47%) Oracle
5 118 (6.39%) Informatica
6 29 (1.57%) Alteryx
7 27 (1.46%) Salesforce
7 27 (1.46%) SAP
8 21 (1.14%) IBM
9 16 (0.87%) NEC
10 15 (0.81%) Cloudera
11 13 (0.70%) F5
11 13 (0.70%) MuleSoft
12 11 (0.60%) Talend
13 10 (0.54%) Adaptive Insights
13 10 (0.54%) Anaplan
13 10 (0.54%) Jedox
13 10 (0.54%) Tagetik
14 8 (0.43%) Facebook
14 8 (0.43%) ServiceNow