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

6 months to
2 May 2024
Same period 2023 Same period 2022
Rank 135 135 114
Rank change year-on-year 0 -21 +11
Permanent jobs citing ETL 1,839 2,423 4,263
As % of all permanent jobs advertised in England 2.16% 2.62% 3.23%
As % of the Processes & Methodologies category 2.51% 2.74% 3.37%
Number of salaries quoted 1,373 1,717 2,591
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 £83,750 £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 73,147 88,376 126,461
As % of all permanent jobs advertised in England 85.80% 95.62% 95.67%
Number of salaries quoted 53,950 52,212 73,732
10th Percentile £29,000 £34,324 £33,500
25th Percentile £40,000 £46,000 £44,186
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 £101,243 £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 2 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 2 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 +7 728 £72,500 -2.03% 203
North of England +79 398 £54,500 +9.00% 56
South East -27 266 £61,250 +2.08% 26
North West +66 231 £55,000 +10.00% 35
Midlands +4 211 £53,635 +7.27% 53
West Midlands +13 149 £55,000 +11.41% 32
South West -42 130 £54,250 -19.63% 31
Yorkshire +81 97 £47,500 -2.11% 17
North East +14 70 £64,000 +16.36% 4
East of England -18 66 £55,000 -4.35% 18
East Midlands -5 61 £47,500 -13.64% 21
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
1 100 (5.44%) Apache Spark
2 68 (3.70%) Apache
3 67 (3.64%) Apache Airflow
4 31 (1.69%) SAS
5 27 (1.47%) SharePoint
6 15 (0.82%) IIS
7 12 (0.65%) Confluence
8 6 (0.33%) 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 (5.60%) Microsoft Excel
2 27 (1.47%) Microsoft Office
3 12 (0.65%) Microsoft PowerPoint
4 10 (0.54%) Trello
5 9 (0.49%) Spreadsheet
6 8 (0.44%) 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 (1.74%) 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 1,050 (57.10%) Azure
2 605 (32.90%) Power Platform
3 579 (31.48%) AWS
4 393 (21.37%) GCP
5 246 (13.38%) Azure Data Factory
6 204 (11.09%) Azure DevOps
7 167 (9.08%) Snowflake
8 137 (7.45%) Azure Synapse Analytics
9 102 (5.55%) Serverless
10 91 (4.95%) Amazon S3
11 77 (4.19%) Matillion
12 73 (3.97%) SaaS
13 68 (3.70%) dbt
14 45 (2.45%) Azure Cosmos DB
15 44 (2.39%) AWS Lambda
16 43 (2.34%) PowerApps
17 40 (2.18%) GitHub
18 39 (2.12%) Amazon Kinesis
19 34 (1.85%) Azure Logic Apps
20 31 (1.69%) Amazon EMR
Communications & Networking
1 31 (1.69%) DNS
2 20 (1.09%) 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
1 896 (48.72%) Data Warehouse
2 589 (32.03%) Power BI
3 573 (31.16%) SQL Server
4 389 (21.15%) SQL Server Integration Services
5 274 (14.90%) BigQuery
6 254 (13.81%) Data Lake
7 216 (11.75%) Looker
8 152 (8.27%) Tableau
9 128 (6.96%) SQL Server Reporting Services
10 124 (6.74%) Amazon Redshift
11 121 (6.58%) Relational Database
12 120 (6.53%) Big Data
13 85 (4.62%) NoSQL
14 78 (4.24%) Metadata
15 70 (3.81%) Data Mining
15 70 (3.81%) Data Vault
15 70 (3.81%) SQL Server Analysis Services
16 68 (3.70%) Star Schema
17 65 (3.53%) Azure SQL Database
18 60 (3.26%) PostgreSQL
Development Applications
1 113 (6.14%) Git
2 85 (4.62%) JIRA
3 42 (2.28%) Jenkins
4 41 (2.23%) GitLab
5 36 (1.96%) Visual Studio
6 34 (1.85%) SQL Server Management Studio (SSMS)
7 11 (0.60%) Team Foundation Server
8 10 (0.54%) CircleCI
8 10 (0.54%) Selenium
9 9 (0.49%) Bitbucket
9 9 (0.49%) JMeter
10 8 (0.44%) Mercurial
11 6 (0.33%) Appium
11 6 (0.33%) 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
1 472 (25.67%) Social Skills
2 444 (24.14%) Finance
3 442 (24.03%) Analytical Skills
4 158 (8.59%) Public Sector
5 142 (7.72%) Retail
6 88 (4.79%) Banking
7 85 (4.62%) Legal
8 72 (3.92%) Billing
9 64 (3.48%) Marketing
10 55 (2.99%) Inclusion and Diversity
11 48 (2.61%) Law
11 48 (2.61%) Presentation Skills
12 29 (1.58%) Financial Institution
13 25 (1.36%) Documentation Skills
14 21 (1.14%) Games
15 16 (0.87%) Local Government
16 15 (0.82%) Organisational Skills
17 14 (0.76%) Manufacturing
18 12 (0.65%) Retail Banking
19 11 (0.60%) Pharmaceutical
Job Titles
1 617 (33.55%) Data Engineer
2 280 (15.23%) Developer
3 274 (14.90%) Senior
4 232 (12.62%) Architect
5 212 (11.53%) Data Architect
6 179 (9.73%) Lead
7 141 (7.67%) Senior Data Engineer
8 133 (7.23%) Analyst
9 131 (7.12%) Consultant
10 130 (7.07%) Business Intelligence Developer
11 97 (5.27%) Data Manager
12 89 (4.84%) Business Intelligence Consultant
13 87 (4.73%) Engineering Manager
14 72 (3.92%) Lead Data Engineer
15 66 (3.59%) Azure Engineer
16 65 (3.53%) Power BI Developer
17 57 (3.10%) Azure Data Engineer
18 56 (3.05%) Data Analyst
18 56 (3.05%) SQL Developer
19 48 (2.61%) Python Engineer
Libraries, Frameworks & Software Standards
1 106 (5.76%) PySpark
2 66 (3.59%) Kafka
3 62 (3.37%) .NET
4 45 (2.45%) RESTful
5 36 (1.96%) REST
6 32 (1.74%) Web Services
6 32 (1.74%) XML
7 27 (1.47%) JSON
7 27 (1.47%) Pandas
8 22 (1.20%) CSS
9 21 (1.14%) Apache Beam
10 17 (0.92%) JWT
10 17 (0.92%) SOAP
11 16 (0.87%) GraphQL
11 16 (0.87%) MDX
12 15 (0.82%) .NET Framework
12 15 (0.82%) AngularJS
12 15 (0.82%) Middleware
13 13 (0.71%) ASP.NET
13 13 (0.71%) HTML
Miscellaneous
1 171 (9.30%) Self-Motivation
2 158 (8.59%) Data Structures
3 100 (5.44%) Product Ownership
4 93 (5.06%) Management Information System
5 76 (4.13%) Algorithms
6 67 (3.64%) Public Cloud
7 57 (3.10%) Reinsurance
8 46 (2.50%) Onboarding
9 28 (1.52%) Cloud Native
10 27 (1.47%) Distributed Systems
10 27 (1.47%) Greenfield Project
11 25 (1.36%) Client/Server
12 24 (1.31%) NHS
13 20 (1.09%) Cyberattack
13 20 (1.09%) Data Fabric
14 18 (0.98%) Replication
15 17 (0.92%) Legacy Systems
16 16 (0.87%) IoT
17 14 (0.76%) Social Media
18 13 (0.71%) Online Games
Operating Systems
1 79 (4.30%) Windows
2 42 (2.28%) Linux
3 24 (1.31%) zOS
4 17 (0.92%) Unix
5 13 (0.71%) 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
1 846 (46.00%) Data Modelling
2 737 (40.08%) Business Intelligence
3 577 (31.38%) Data Engineering
4 575 (31.27%) Analytics
5 497 (27.03%) Agile
6 455 (24.74%) Problem-Solving
7 445 (24.20%) Data Integration
8 423 (23.00%) Visualisation
9 386 (20.99%) Data Science
10 385 (20.94%) Data Pipeline
11 357 (19.41%) DevOps
12 322 (17.51%) Machine Learning
13 292 (15.88%) Data Governance
14 287 (15.61%) Data Visualisation
15 280 (15.23%) Data Architecture
16 275 (14.95%) Data Analysis
17 265 (14.41%) Migration
18 257 (13.97%) CI/CD
19 245 (13.32%) Data Management
20 244 (13.27%) Mentoring
Programming Languages
1 1,209 (65.74%) SQL
2 638 (34.69%) Python
3 273 (14.85%) T-SQL
4 106 (5.76%) C#
5 82 (4.46%) Java
6 78 (4.24%) Data Analysis Expressions
7 70 (3.81%) Scala
8 69 (3.75%) R
9 63 (3.43%) PL/SQL
10 59 (3.21%) JavaScript
11 53 (2.88%) PowerShell
12 21 (1.14%) TypeScript
13 17 (0.92%) Go
13 17 (0.92%) MATLAB
14 16 (0.87%) VBA
15 9 (0.49%) PHP
16 7 (0.38%) Ruby
17 5 (0.27%) C
17 5 (0.27%) VB.NET
18 4 (0.22%) VB
Qualifications
1 278 (15.12%) Degree
2 95 (5.17%) Computer Science Degree
3 70 (3.81%) Master's Degree
4 49 (2.66%) Security Cleared
5 38 (2.07%) Azure Certification
6 36 (1.96%) DBS Check
6 36 (1.96%) SC Cleared
7 28 (1.52%) Microsoft Certification
8 20 (1.09%) MBA
9 16 (0.87%) BPSS Clearance
10 11 (0.60%) PhD
11 10 (0.54%) PRINCE2 Practitioner
12 9 (0.49%) AWS Certification
12 9 (0.49%) Numerate Degree
13 6 (0.33%) DV Cleared
13 6 (0.33%) IIBA
14 5 (0.27%) ISTQB
15 4 (0.22%) CIMA
15 4 (0.22%) CISSP
15 4 (0.22%) PMI Certification
Quality Assurance & Compliance
1 409 (22.24%) Data Quality
2 173 (9.41%) GDPR
3 148 (8.05%) 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 6 (0.33%) 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 40 (2.18%) Docker
2 33 (1.79%) Active Directory
3 20 (1.09%) 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
1 106 (5.76%) Terraform
2 39 (2.12%) Kubernetes
3 12 (0.65%) Ansible
4 6 (0.33%) 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%) Grafana
8 1 (0.054%) Kibana
8 1 (0.054%) logstash
8 1 (0.054%) Microsoft Clustering
8 1 (0.054%) SCCM
Vendors
1 448 (24.36%) Microsoft
2 278 (15.12%) Databricks
3 243 (13.21%) Google
4 139 (7.56%) Oracle
5 117 (6.36%) Informatica
6 30 (1.63%) Alteryx
7 27 (1.47%) Salesforce
7 27 (1.47%) SAP
8 19 (1.03%) IBM
9 16 (0.87%) NEC
10 15 (0.82%) Cloudera
11 13 (0.71%) F5
11 13 (0.71%) MuleSoft
12 12 (0.65%) Talend
13 10 (0.54%) Adaptive Insights
13 10 (0.54%) Anaplan
13 10 (0.54%) Jedox
13 10 (0.54%) Tagetik
14 8 (0.44%) Facebook
14 8 (0.44%) ServiceNow