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 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 143 151 115
Rank change year-on-year +8 -36 +11
Permanent jobs citing ETL 1,762 2,026 4,546
As % of all permanent jobs advertised in England 1.94% 2.41% 3.22%
As % of the Processes & Methodologies category 2.32% 2.52% 3.35%
Number of salaries quoted 1,303 1,612 2,557
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 £61,500
Median % change year-on-year -6.42% +8.59% +6.96%
75th Percentile £85,000 £83,750 £80,000
90th Percentile £97,500 £100,000 £95,000
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 76,066 80,344 135,543
As % of all permanent jobs advertised in England 83.60% 95.49% 95.97%
Number of salaries quoted 55,107 48,707 73,448
10th Percentile £29,000 £34,324 £33,294
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 £72,500 £82,500 £80,000
90th Percentile £93,250 £102,500 £97,500
UK median annual salary £55,000 £60,800 £60,000
% change year-on-year -9.54% +1.33% +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 1 June 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 1 June 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 -1 687 £75,000 - 216
North of England +103 385 £55,000 - 69
South East -10 256 £62,500 +4.17% 42
North West +79 229 £55,000 - 45
Midlands +4 217 £55,000 +10.00% 42
West Midlands -2 158 £57,500 +15.00% 35
South West -12 133 £53,500 -20.74% 29
Yorkshire +69 87 £50,000 -4.76% 15
North East +28 69 £64,000 +16.36% 9
East Midlands +5 57 £48,750 -11.36% 7
East of England -11 55 £47,500 -17.39% 16
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 97 (5.51%) Apache Spark
2 61 (3.46%) Apache Airflow
3 58 (3.29%) Apache
4 27 (1.53%) SAS
5 26 (1.48%) SharePoint
6 15 (0.85%) IIS
7 14 (0.79%) Confluence
8 6 (0.34%) 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%) BizTalk Server
11 2 (0.11%) Moodle
12 1 (0.057%) Apache Solr
12 1 (0.057%) Oracle Workflow
12 1 (0.057%) SharePoint 2013
Applications
1 96 (5.45%) Microsoft Excel
2 29 (1.65%) Microsoft Office
3 13 (0.74%) Microsoft PowerPoint
4 10 (0.57%) Trello
5 9 (0.51%) Spreadsheet
6 7 (0.40%) MS Visio
7 3 (0.17%) Chatbot
8 1 (0.057%) InVision
8 1 (0.057%) Sketch
8 1 (0.057%) Zeplin
Business Applications
1 24 (1.36%) Dynamics CRM
2 12 (0.68%) NEC Housing
3 5 (0.28%) SAP S/4HANA
4 4 (0.23%) Elite 3E
4 4 (0.23%) Primavera
4 4 (0.23%) Salesforce CRM
5 3 (0.17%) Endur
6 2 (0.11%) Dynamics NAV
6 2 (0.11%) MIS ActiveH
7 1 (0.057%) Data Workbench
7 1 (0.057%) HFM
7 1 (0.057%) SAP ERP
7 1 (0.057%) SAP HR
7 1 (0.057%) SAP Payroll
Cloud Services
1 1,037 (58.85%) Azure
2 585 (33.20%) Power Platform
3 546 (30.99%) AWS
4 381 (21.62%) GCP
5 239 (13.56%) Azure Data Factory
6 204 (11.58%) Azure DevOps
7 159 (9.02%) Snowflake
8 150 (8.51%) Azure Synapse Analytics
9 87 (4.94%) Serverless
10 80 (4.54%) SaaS
11 79 (4.48%) Amazon S3
12 74 (4.20%) Matillion
13 63 (3.58%) dbt
14 45 (2.55%) Azure Cosmos DB
15 39 (2.21%) PowerApps
16 38 (2.16%) GitHub
17 33 (1.87%) Amazon Kinesis
17 33 (1.87%) Azure Logic Apps
18 31 (1.76%) Amazon EMR
19 29 (1.65%) AWS Lambda
Communications & Networking
1 31 (1.76%) DNS
2 20 (1.14%) HTTP
3 15 (0.85%) Firewall
4 10 (0.57%) DHCP
4 10 (0.57%) 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 (0.057%) 3GPP
7 1 (0.057%) 5G
7 1 (0.057%) BIG-IP
7 1 (0.057%) FTP
7 1 (0.057%) SAN
7 1 (0.057%) Skype
7 1 (0.057%) WebEx
Database & Business Intelligence
1 882 (50.06%) Data Warehouse
2 571 (32.41%) Power BI
3 551 (31.27%) SQL Server
4 374 (21.23%) SQL Server Integration Services
5 269 (15.27%) BigQuery
6 245 (13.90%) Data Lake
7 215 (12.20%) Looker
8 136 (7.72%) Tableau
9 120 (6.81%) Big Data
10 119 (6.75%) SQL Server Reporting Services
11 116 (6.58%) Amazon Redshift
12 103 (5.85%) Relational Database
13 77 (4.37%) NoSQL
14 76 (4.31%) Metadata
15 74 (4.20%) SQL Server Analysis Services
16 70 (3.97%) Star Schema
17 69 (3.92%) Data Vault
18 68 (3.86%) Data Mining
19 66 (3.75%) Azure SQL Database
20 51 (2.89%) PostgreSQL
Development Applications
1 112 (6.36%) Git
2 89 (5.05%) JIRA
3 40 (2.27%) GitLab
4 39 (2.21%) Jenkins
5 30 (1.70%) Visual Studio
6 26 (1.48%) SQL Server Management Studio (SSMS)
7 13 (0.74%) Team Foundation Server
8 10 (0.57%) Selenium
9 9 (0.51%) CircleCI
9 9 (0.51%) JMeter
10 8 (0.45%) Bitbucket
10 8 (0.45%) Mercurial
11 7 (0.40%) Spinnaker
12 6 (0.34%) Appium
12 6 (0.34%) ERwin
12 6 (0.34%) Toad
13 4 (0.23%) ER Studio
14 3 (0.17%) Cypress.io
14 3 (0.17%) Octopus Deploy
14 3 (0.17%) SpecFlow
General
1 466 (26.45%) Social Skills
2 431 (24.46%) Analytical Skills
3 416 (23.61%) Finance
4 148 (8.40%) Public Sector
5 142 (8.06%) Retail
6 82 (4.65%) Legal
7 80 (4.54%) Banking
8 73 (4.14%) Billing
9 54 (3.06%) Inclusion and Diversity
10 52 (2.95%) Marketing
11 40 (2.27%) Presentation Skills
12 36 (2.04%) Law
13 26 (1.48%) Financial Institution
14 20 (1.14%) Games
15 16 (0.91%) Documentation Skills
16 15 (0.85%) Local Government
16 15 (0.85%) Organisational Skills
17 14 (0.79%) Manufacturing
17 14 (0.79%) Pharmaceutical
18 12 (0.68%) Retail Banking
Job Titles
1 585 (33.20%) Data Engineer
2 260 (14.76%) Developer
3 258 (14.64%) Senior
4 228 (12.94%) Architect
5 214 (12.15%) Data Architect
6 188 (10.67%) Lead
7 132 (7.49%) Senior Data Engineer
8 127 (7.21%) Consultant
9 124 (7.04%) Analyst
10 114 (6.47%) Business Intelligence Developer
11 98 (5.56%) Data Manager
12 88 (4.99%) Business Intelligence Consultant
13 87 (4.94%) Engineering Manager
14 78 (4.43%) Lead Data Engineer
15 64 (3.63%) Azure Engineer
16 56 (3.18%) Data Analyst
17 55 (3.12%) Azure Data Engineer
18 54 (3.06%) Power BI Developer
18 54 (3.06%) SQL Developer
19 43 (2.44%) Business Intelligence Manager
Libraries, Frameworks & Software Standards
1 109 (6.19%) PySpark
2 59 (3.35%) Kafka
3 56 (3.18%) .NET
4 38 (2.16%) RESTful
5 30 (1.70%) REST
5 30 (1.70%) XML
6 29 (1.65%) Web Services
7 25 (1.42%) JSON
8 22 (1.25%) CSS
9 19 (1.08%) Pandas
10 18 (1.02%) .NET Framework
10 18 (1.02%) Apache Beam
11 17 (0.96%) JWT
11 17 (0.96%) SOAP
12 16 (0.91%) HTML
12 16 (0.91%) MDX
13 15 (0.85%) Middleware
14 14 (0.79%) AngularJS
15 13 (0.74%) ASP.NET
16 12 (0.68%) GraphQL
Miscellaneous
1 169 (9.59%) Self-Motivation
2 159 (9.02%) Data Structures
3 97 (5.51%) Product Ownership
4 87 (4.94%) Management Information System
5 81 (4.60%) Algorithms
6 60 (3.41%) Public Cloud
7 51 (2.89%) Reinsurance
8 45 (2.55%) Onboarding
9 29 (1.65%) NHS
10 26 (1.48%) Greenfield Project
11 23 (1.31%) Client/Server
12 22 (1.25%) Distributed Systems
13 21 (1.19%) Cloud Native
13 21 (1.19%) Data Fabric
14 20 (1.14%) Cyberattack
15 18 (1.02%) Legacy Systems
16 16 (0.91%) Replication
17 14 (0.79%) IoT
18 13 (0.74%) Online Games
19 12 (0.68%) Blog
Operating Systems
1 75 (4.26%) Windows
2 43 (2.44%) Linux
3 24 (1.36%) zOS
4 18 (1.02%) Unix
5 13 (0.74%) Solaris
6 12 (0.68%) CentOS
6 12 (0.68%) Ubuntu
7 9 (0.51%) Windows Server
8 4 (0.23%) Windows Vista
9 1 (0.057%) VMS
9 1 (0.057%) Windows 10
9 1 (0.057%) Windows Server 2019
Processes & Methodologies
1 813 (46.14%) Data Modelling
2 710 (40.30%) Business Intelligence
3 569 (32.29%) Analytics
4 566 (32.12%) Data Engineering
5 478 (27.13%) Agile
6 450 (25.54%) Problem-Solving
7 427 (24.23%) Data Integration
8 400 (22.70%) Visualisation
9 366 (20.77%) Data Pipeline
10 364 (20.66%) Data Science
11 349 (19.81%) DevOps
12 312 (17.71%) Machine Learning
13 291 (16.52%) Data Governance
14 275 (15.61%) Data Visualisation
15 273 (15.49%) Data Architecture
16 264 (14.98%) CI/CD
17 260 (14.76%) Data Analysis
17 260 (14.76%) Migration
18 242 (13.73%) Data Management
19 239 (13.56%) Mentoring
Programming Languages
1 1,148 (65.15%) SQL
2 600 (34.05%) Python
3 253 (14.36%) T-SQL
4 103 (5.85%) C#
5 79 (4.48%) Java
6 76 (4.31%) Data Analysis Expressions
7 66 (3.75%) Scala
8 64 (3.63%) R
9 58 (3.29%) JavaScript
10 52 (2.95%) PL/SQL
11 47 (2.67%) PowerShell
12 17 (0.96%) Go
12 17 (0.96%) VBA
13 16 (0.91%) TypeScript
14 14 (0.79%) MATLAB
15 9 (0.51%) PHP
16 7 (0.40%) Ruby
17 5 (0.28%) C
17 5 (0.28%) VB
17 5 (0.28%) VB.NET
Qualifications
1 270 (15.32%) Degree
2 93 (5.28%) Computer Science Degree
3 68 (3.86%) Master's Degree
4 42 (2.38%) Security Cleared
5 36 (2.04%) Azure Certification
6 35 (1.99%) DBS Check
7 29 (1.65%) SC Cleared
8 25 (1.42%) Microsoft Certification
9 20 (1.14%) MBA
10 15 (0.85%) BPSS Clearance
11 10 (0.57%) PhD
12 9 (0.51%) Numerate Degree
13 7 (0.40%) PRINCE2 Practitioner
14 6 (0.34%) DV Cleared
14 6 (0.34%) IIBA
15 5 (0.28%) AWS Certification
15 5 (0.28%) ISTQB
15 5 (0.28%) PMI Certification
16 4 (0.23%) CIMA
16 4 (0.23%) CISSP
Quality Assurance & Compliance
1 410 (23.27%) Data Quality
2 173 (9.82%) GDPR
3 140 (7.95%) QA
4 29 (1.65%) Accessibility
5 14 (0.79%) California Consumer Privacy Act
6 10 (0.57%) ISO/IEC 27001
7 9 (0.51%) Actionable Recommendations
8 4 (0.23%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
8 4 (0.23%) NIST
8 4 (0.23%) Solvency II
9 2 (0.11%) ISO 9001
9 2 (0.11%) Sarbanes-Oxley
10 1 (0.057%) HIPAA
10 1 (0.057%) ITGC
10 1 (0.057%) NCSC
10 1 (0.057%) SLA
System Software
1 38 (2.16%) Docker
2 29 (1.65%) Active Directory
3 20 (1.14%) Virtual Machines
4 14 (0.79%) HDFS
5 4 (0.23%) Virtual Desktop
6 2 (0.11%) vSphere
7 1 (0.057%) Hyper-V
7 1 (0.057%) Microsoft Virtual Server
7 1 (0.057%) Virtual Servers
7 1 (0.057%) VMware ESXi
Systems Management
1 106 (6.02%) Terraform
2 43 (2.44%) Kubernetes
3 15 (0.85%) Ansible
4 6 (0.34%) Single Sign-On
5 3 (0.17%) Puppet
6 2 (0.11%) Active Directory Federation Services
6 2 (0.11%) Marathon
6 2 (0.11%) Mesos
6 2 (0.11%) MIIS
7 1 (0.057%) FTK
7 1 (0.057%) Grafana
7 1 (0.057%) Kibana
7 1 (0.057%) logstash
7 1 (0.057%) SCCM
Vendors
1 438 (24.86%) Microsoft
2 270 (15.32%) Databricks
3 242 (13.73%) Google
4 132 (7.49%) Oracle
5 116 (6.58%) Informatica
6 28 (1.59%) Alteryx
7 26 (1.48%) Salesforce
8 24 (1.36%) SAP
9 16 (0.91%) Cloudera
9 16 (0.91%) IBM
10 13 (0.74%) F5
10 13 (0.74%) MuleSoft
11 12 (0.68%) NEC
12 10 (0.57%) Adaptive Insights
12 10 (0.57%) Anaplan
12 10 (0.57%) Jedox
12 10 (0.57%) Tagetik
12 10 (0.57%) Talend
13 8 (0.45%) Cognos
14 7 (0.40%) ServiceNow