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

6 months to
19 Apr 2024
Same period 2023 Same period 2022
Rank 130 136 114
Rank change year-on-year +6 -22 +8
Permanent jobs citing ETL 1,872 2,513 4,182
As % of all permanent jobs advertised in England 2.22% 2.65% 3.21%
As % of the Processes & Methodologies category 2.58% 2.77% 3.36%
Number of salaries quoted 1,395 1,759 2,600
10th Percentile £41,250 £42,500 £40,000
25th Percentile £46,750 £51,250 £47,500
Median annual salary (50th Percentile) £60,500 £65,000 £60,000
Median % change year-on-year -6.92% +8.33% +4.35%
75th Percentile £83,000 £82,500 £78,750
90th Percentile £94,500 £100,000 £92,500
UK median annual salary £60,000 £65,000 £60,000
% change year-on-year -7.69% +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 72,450 90,857 124,319
As % of all permanent jobs advertised in England 86.08% 95.70% 95.56%
Number of salaries quoted 53,748 53,506 74,331
10th Percentile £29,000 £34,324 £33,250
25th Percentile £39,759 £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 £73,750 £82,500 £80,000
90th Percentile £93,750 £101,250 £97,500
UK median annual salary £55,000 £61,500 £60,000
% change year-on-year -10.57% +2.50% +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 19 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 19 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 +11 743 £70,000 -3.45% 195
North of England +86 398 £55,000 +10.00% 62
South East -26 270 £62,500 +4.17% 27
North West +75 231 £55,750 +11.50% 43
Midlands +18 217 £51,000 +2.00% 48
West Midlands +16 144 £54,395 +8.79% 32
South West -28 137 £53,500 -20.74% 23
Yorkshire +87 98 £47,500 - 17
East Midlands +3 72 £47,500 -9.52% 16
North East +14 69 £64,000 +16.36% 4
East of England +1 67 £55,000 -4.35% 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
1 108 (5.77%) Apache Spark
2 77 (4.11%) Apache
3 65 (3.47%) Apache Airflow
4 35 (1.87%) SAS
5 26 (1.39%) SharePoint
6 15 (0.80%) IIS
7 12 (0.64%) Confluence
8 6 (0.32%) Drupal
9 5 (0.27%) WordPress
10 3 (0.16%) Jupyter
10 3 (0.16%) Microsoft Exchange
11 2 (0.11%) Apache Solr
11 2 (0.11%) Luigi
12 1 (0.053%) BizTalk Server
12 1 (0.053%) Moodle
12 1 (0.053%) Oracle Workflow
12 1 (0.053%) SharePoint 2013
Applications
1 103 (5.50%) Microsoft Excel
2 27 (1.44%) Microsoft Office
3 12 (0.64%) Microsoft PowerPoint
3 12 (0.64%) Spreadsheet
4 10 (0.53%) Trello
5 7 (0.37%) MS Visio
6 3 (0.16%) Chatbot
7 1 (0.053%) InVision
7 1 (0.053%) Sketch
7 1 (0.053%) Zeplin
Business Applications
1 32 (1.71%) Dynamics CRM
2 17 (0.91%) NEC Housing
3 5 (0.27%) SAP S/4HANA
4 4 (0.21%) Elite 3E
4 4 (0.21%) Primavera
4 4 (0.21%) Salesforce CRM
5 3 (0.16%) Endur
6 2 (0.11%) MIS ActiveH
6 2 (0.11%) Unit4 Business World
7 1 (0.053%) Data Workbench
7 1 (0.053%) Dynamics NAV
7 1 (0.053%) HFM
7 1 (0.053%) SAP HR
7 1 (0.053%) SAP Payroll
Cloud Services
1 1,066 (56.94%) Azure
2 616 (32.91%) Power Platform
3 590 (31.52%) AWS
4 403 (21.53%) GCP
5 246 (13.14%) Azure Data Factory
6 205 (10.95%) Azure DevOps
7 170 (9.08%) Snowflake
8 137 (7.32%) Azure Synapse Analytics
9 106 (5.66%) Serverless
10 99 (5.29%) Amazon S3
11 81 (4.33%) Matillion
12 71 (3.79%) SaaS
13 66 (3.53%) dbt
14 48 (2.56%) AWS Lambda
15 47 (2.51%) Azure Cosmos DB
15 47 (2.51%) GitHub
16 44 (2.35%) PowerApps
17 42 (2.24%) Amazon Kinesis
18 35 (1.87%) Amazon EMR
19 32 (1.71%) Azure Logic Apps
Communications & Networking
1 32 (1.71%) DNS
2 21 (1.12%) HTTP
3 14 (0.75%) Firewall
4 10 (0.53%) DHCP
4 10 (0.53%) Network Security
5 3 (0.16%) VPN
6 2 (0.11%) iSCSI
6 2 (0.11%) SSH
7 1 (0.053%) 3GPP
7 1 (0.053%) 5G
7 1 (0.053%) BIG-IP
7 1 (0.053%) FTP
7 1 (0.053%) Internet
7 1 (0.053%) LAN
7 1 (0.053%) Skype
7 1 (0.053%) SMS
7 1 (0.053%) TCP/IP
7 1 (0.053%) WAN
7 1 (0.053%) WebEx
7 1 (0.053%) Wireless
Database & Business Intelligence
1 906 (48.40%) Data Warehouse
2 600 (32.05%) Power BI
3 573 (30.61%) SQL Server
4 396 (21.15%) SQL Server Integration Services
5 278 (14.85%) BigQuery
6 267 (14.26%) Data Lake
7 222 (11.86%) Looker
8 160 (8.55%) Tableau
9 134 (7.16%) Big Data
10 133 (7.10%) Relational Database
11 127 (6.78%) SQL Server Reporting Services
12 123 (6.57%) Amazon Redshift
13 100 (5.34%) NoSQL
14 80 (4.27%) Metadata
15 71 (3.79%) Azure SQL Database
15 71 (3.79%) Data Mining
15 71 (3.79%) SQL Server Analysis Services
16 69 (3.69%) Star Schema
17 68 (3.63%) Data Vault
17 68 (3.63%) PostgreSQL
Development Applications
1 114 (6.09%) Git
2 84 (4.49%) JIRA
3 51 (2.72%) Jenkins
4 37 (1.98%) GitLab
4 37 (1.98%) Visual Studio
5 34 (1.82%) SQL Server Management Studio (SSMS)
6 12 (0.64%) Team Foundation Server
7 10 (0.53%) CircleCI
8 9 (0.48%) Bitbucket
8 9 (0.48%) JMeter
9 8 (0.43%) Mercurial
9 8 (0.43%) Selenium
10 6 (0.32%) Appium
11 5 (0.27%) Spinnaker
11 5 (0.27%) TeamCity
11 5 (0.27%) Toad
12 4 (0.21%) Cypress.io
12 4 (0.21%) ERwin
13 3 (0.16%) ER Studio
13 3 (0.16%) Octopus Deploy
General
1 469 (25.05%) Social Skills
2 458 (24.47%) Analytical Skills
3 457 (24.41%) Finance
4 162 (8.65%) Public Sector
5 149 (7.96%) Retail
6 92 (4.91%) Banking
7 86 (4.59%) Legal
8 72 (3.85%) Billing
9 68 (3.63%) Marketing
10 52 (2.78%) Presentation Skills
11 51 (2.72%) Law
12 49 (2.62%) Inclusion and Diversity
13 26 (1.39%) Financial Institution
14 23 (1.23%) Documentation Skills
15 21 (1.12%) Games
16 16 (0.85%) Local Government
17 15 (0.80%) Organisational Skills
18 14 (0.75%) Manufacturing
19 12 (0.64%) Retail Banking
20 11 (0.59%) Influencing Skills
Job Titles
1 630 (33.65%) Data Engineer
2 284 (15.17%) Developer
3 276 (14.74%) Senior
4 242 (12.93%) Architect
5 219 (11.70%) Data Architect
6 181 (9.67%) Lead
7 140 (7.48%) Senior Data Engineer
8 135 (7.21%) Business Intelligence Developer
9 134 (7.16%) Analyst
10 131 (7.00%) Consultant
11 95 (5.07%) Data Manager
12 89 (4.75%) Business Intelligence Consultant
13 86 (4.59%) Engineering Manager
14 71 (3.79%) Azure Engineer
15 70 (3.74%) Lead Data Engineer
16 68 (3.63%) Power BI Developer
17 62 (3.31%) Azure Data Engineer
18 61 (3.26%) SQL Developer
19 58 (3.10%) Data Analyst
20 54 (2.88%) Python Engineer
Libraries, Frameworks & Software Standards
1 106 (5.66%) PySpark
2 74 (3.95%) Kafka
3 64 (3.42%) .NET
4 45 (2.40%) RESTful
5 34 (1.82%) REST
6 31 (1.66%) Web Services
6 31 (1.66%) XML
7 28 (1.50%) JSON
7 28 (1.50%) Pandas
8 22 (1.18%) Apache Beam
8 22 (1.18%) CSS
9 17 (0.91%) JWT
9 17 (0.91%) MDX
9 17 (0.91%) SOAP
10 15 (0.80%) .NET Framework
10 15 (0.80%) AngularJS
10 15 (0.80%) GraphQL
11 14 (0.75%) Middleware
12 13 (0.69%) HTML
13 12 (0.64%) ASP.NET
Miscellaneous
1 175 (9.35%) Self-Motivation
2 159 (8.49%) Data Structures
3 102 (5.45%) Product Ownership
4 94 (5.02%) Management Information System
5 80 (4.27%) Algorithms
6 66 (3.53%) Public Cloud
7 60 (3.21%) Reinsurance
8 46 (2.46%) Onboarding
9 30 (1.60%) Cloud Native
10 29 (1.55%) Distributed Systems
11 28 (1.50%) Greenfield Project
12 25 (1.34%) Client/Server
13 23 (1.23%) NHS
14 16 (0.85%) Legacy Systems
14 16 (0.85%) Replication
15 15 (0.80%) Cyberattack
15 15 (0.80%) Data Fabric
15 15 (0.80%) IoT
15 15 (0.80%) Social Media
16 13 (0.69%) Online Games
Operating Systems
1 75 (4.01%) Windows
2 36 (1.92%) Linux
3 18 (0.96%) zOS
4 15 (0.80%) Unix
5 10 (0.53%) Solaris
6 9 (0.48%) CentOS
6 9 (0.48%) Ubuntu
7 7 (0.37%) Windows Server
8 4 (0.21%) Windows Vista
9 1 (0.053%) VMS
9 1 (0.053%) Windows 10
9 1 (0.053%) Windows Server 2019
Processes & Methodologies
1 859 (45.89%) Data Modelling
2 755 (40.33%) Business Intelligence
3 583 (31.14%) Analytics
4 578 (30.88%) Data Engineering
5 505 (26.98%) Agile
6 461 (24.63%) Data Integration
7 460 (24.57%) Problem-Solving
8 439 (23.45%) Visualisation
9 397 (21.21%) Data Pipeline
10 393 (20.99%) Data Science
11 359 (19.18%) DevOps
12 336 (17.95%) Machine Learning
13 298 (15.92%) Data Visualisation
14 294 (15.71%) Data Governance
15 286 (15.28%) Data Architecture
16 280 (14.96%) Data Analysis
17 270 (14.42%) Migration
18 260 (13.89%) CI/CD
19 249 (13.30%) Data Management
20 246 (13.14%) Mentoring
Programming Languages
1 1,232 (65.81%) SQL
2 647 (34.56%) Python
3 282 (15.06%) T-SQL
4 106 (5.66%) C#
5 77 (4.11%) Data Analysis Expressions
6 76 (4.06%) Java
7 70 (3.74%) Scala
8 69 (3.69%) R
9 62 (3.31%) PL/SQL
10 58 (3.10%) JavaScript
11 52 (2.78%) PowerShell
12 23 (1.23%) TypeScript
13 20 (1.07%) Go
14 19 (1.01%) MATLAB
15 13 (0.69%) VBA
16 9 (0.48%) PHP
17 8 (0.43%) Ruby
18 7 (0.37%) Bash
19 6 (0.32%) VB.NET
20 5 (0.27%) C
Qualifications
1 276 (14.74%) Degree
2 96 (5.13%) Computer Science Degree
3 72 (3.85%) Master's Degree
4 50 (2.67%) Security Cleared
5 39 (2.08%) Azure Certification
6 37 (1.98%) SC Cleared
7 34 (1.82%) DBS Check
8 29 (1.55%) Microsoft Certification
9 20 (1.07%) MBA
10 16 (0.85%) BPSS Clearance
11 11 (0.59%) PhD
11 11 (0.59%) PRINCE2 Practitioner
12 9 (0.48%) AWS Certification
12 9 (0.48%) Numerate Degree
13 6 (0.32%) DV Cleared
13 6 (0.32%) IIBA
14 4 (0.21%) CIMA
14 4 (0.21%) ISTQB
14 4 (0.21%) PMI Certification
15 3 (0.16%) CISSP
Quality Assurance & Compliance
1 420 (22.44%) Data Quality
2 172 (9.19%) GDPR
3 150 (8.01%) QA
4 25 (1.34%) Accessibility
5 13 (0.69%) California Consumer Privacy Act
6 10 (0.53%) Actionable Recommendations
7 8 (0.43%) ISO/IEC 27001
7 8 (0.43%) PMO
8 4 (0.21%) Solvency II
9 3 (0.16%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
9 3 (0.16%) NIST
10 2 (0.11%) HIPAA
10 2 (0.11%) Sarbanes-Oxley
11 1 (0.053%) ISO 9001
11 1 (0.053%) ITGC
11 1 (0.053%) NCSC
11 1 (0.053%) SLA
System Software
1 41 (2.19%) Docker
2 34 (1.82%) Active Directory
3 20 (1.07%) Virtual Machines
4 14 (0.75%) HDFS
5 4 (0.21%) Virtual Desktop
6 2 (0.11%) vSphere
7 1 (0.053%) Hyper-V
7 1 (0.053%) Microsoft Virtual Server
7 1 (0.053%) Virtual Servers
7 1 (0.053%) VMware ESXi
Systems Management
1 107 (5.72%) Terraform
2 37 (1.98%) Kubernetes
3 9 (0.48%) Ansible
4 6 (0.32%) Single Sign-On
5 4 (0.21%) Active Directory Federation Services
5 4 (0.21%) Puppet
6 2 (0.11%) Kibana
6 2 (0.11%) Marathon
6 2 (0.11%) Mesos
6 2 (0.11%) Microsoft Clustering
6 2 (0.11%) MIIS
7 1 (0.053%) Grafana
7 1 (0.053%) logstash
7 1 (0.053%) Progress Chef
7 1 (0.053%) Prometheus
7 1 (0.053%) SCCM
Vendors
1 450 (24.04%) Microsoft
2 272 (14.53%) Databricks
3 252 (13.46%) Google
4 135 (7.21%) Oracle
5 118 (6.30%) Informatica
6 30 (1.60%) SAP
7 29 (1.55%) Salesforce
8 27 (1.44%) Alteryx
9 21 (1.12%) IBM
10 17 (0.91%) NEC
11 16 (0.85%) MuleSoft
12 15 (0.80%) Cloudera
13 12 (0.64%) Talend
14 10 (0.53%) Adaptive Insights
14 10 (0.53%) Anaplan
14 10 (0.53%) F5
14 10 (0.53%) Jedox
14 10 (0.53%) Tagetik
15 8 (0.43%) Facebook
15 8 (0.43%) ServiceNow