Extract, Transform and Load (ETL) Development
UK

The following table provides summary statistics for permanent job vacancies with a requirement for ETL Development skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL Development over the 6 months to 9 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
9 May 2024
Same period 2023 Same period 2022
Rank 796 790 977
Rank change year-on-year -6 +187 -155
Permanent jobs citing ETL Development 106 182 252
As % of all permanent jobs advertised in the UK 0.11% 0.18% 0.16%
As % of the Processes & Methodologies category 0.12% 0.19% 0.17%
Number of salaries quoted 84 160 183
10th Percentile £42,966 £42,500 £42,750
25th Percentile £55,000 £52,500 £52,500
Median annual salary (50th Percentile) £65,000 £65,000 £62,500
Median % change year-on-year - +4.00% +13.64%
75th Percentile £72,813 £73,750 £75,000
90th Percentile £77,500 £82,000 £85,000
UK excluding London median annual salary £63,500 £57,500 £60,000
% change year-on-year +10.43% -4.17% +25.00%

All Process and Methodology Skills
UK

ETL Development 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 with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 84,809 96,894 150,102
As % of all permanent jobs advertised in the UK 85.57% 95.61% 95.67%
Number of salaries quoted 59,843 56,945 82,179
10th Percentile £29,000 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,180 £60,000
Median % change year-on-year -10.10% +1.97% +9.09%
75th Percentile £72,500 £81,250 £80,000
90th Percentile £92,500 £100,000 £96,550
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +9.38%

ETL Development
Job Vacancy Trend

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

Job vacancy trend for ETL Development in the UK

ETL Development
Salary Trend

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

Salary trend for ETL Development in the UK

ETL Development
Salary Histogram

Salary distribution for jobs citing ETL Development over the 6 months to 9 May 2024.

Salary histogram for ETL Development in the UK

ETL Development
Top 13 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL Development within the UK over the 6 months to 9 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
England +38 102 £65,000 - 43
UK excluding London -22 66 £63,500 +10.43% 34
Work from Home +50 60 £67,500 +17.39% 32
London +66 38 £73,750 +5.36% 11
South East +12 31 £65,000 - 2
North of England +65 17 £45,000 +2.27% 1
North West +23 10 £45,000 -
West Midlands +6 8 £63,500 +37.30% 11
Midlands -22 8 £63,500 +33.68% 27
North East +1 7 £75,000 +17.65%
East of England 0 7 £57,500 -
Wales - 2 £46,131 -
Scotland -69 1 - - 1

ETL Development
Co-occurring Skills and Capabilities 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 4 (3.77%) Apache Spark
2 1 (0.94%) Apache Airflow
2 1 (0.94%) Confluence
Cloud Services
1 56 (52.83%) Azure
2 43 (40.57%) Power Platform
3 33 (31.13%) Azure Data Factory
4 26 (24.53%) Azure Synapse Analytics
5 14 (13.21%) AWS
6 11 (10.38%) Azure DevOps
6 11 (10.38%) GCP
7 9 (8.49%) Azure Cosmos DB
8 8 (7.55%) Serverless
9 5 (4.72%) Pulumi
10 2 (1.89%) Cloud Computing
10 2 (1.89%) GitHub
11 1 (0.94%) Amazon EMR
11 1 (0.94%) Amazon S3
11 1 (0.94%) AWS Data Pipeline
11 1 (0.94%) CloudBees
11 1 (0.94%) Collibra
11 1 (0.94%) Google Compute Engine
11 1 (0.94%) SaaS
11 1 (0.94%) Snowflake
Communications & Networking
1 2 (1.89%) DNS
1 2 (1.89%) Firewall
Database & Business Intelligence
1 84 (79.25%) Data Warehouse
2 56 (52.83%) SQL Server
3 43 (40.57%) Power BI
4 42 (39.62%) SQL Server Integration Services
5 19 (17.92%) SQL Server Reporting Services
6 18 (16.98%) Data Lake
6 18 (16.98%) Enterprise Data Warehouse
6 18 (16.98%) Relational Database
7 12 (11.32%) SQL Server Analysis Services
8 10 (9.43%) Tableau
9 9 (8.49%) Apache Cassandra
9 9 (8.49%) BigQuery
10 8 (7.55%) PostgreSQL
11 6 (5.66%) Big Data
11 6 (5.66%) Semantic Layer
12 5 (4.72%) Amazon Redshift
12 5 (4.72%) Data Vault
13 4 (3.77%) Amazon QuickSight
13 4 (3.77%) OLAP
13 4 (3.77%) OLAP Cube
Development Applications
1 15 (14.15%) Git
2 6 (5.66%) Jenkins
3 5 (4.72%) SQL Server Management Studio (SSMS)
3 5 (4.72%) Visual Studio
4 3 (2.83%) JIRA
5 2 (1.89%) ERwin
6 1 (0.94%) JUnit
General
1 39 (36.79%) Analytical Skills
2 28 (26.42%) Finance
3 15 (14.15%) Social Skills
4 12 (11.32%) Inclusion and Diversity
5 11 (10.38%) Banking
6 6 (5.66%) Law
6 6 (5.66%) Legal
7 4 (3.77%) Documentation Skills
8 3 (2.83%) Investment Banking
8 3 (2.83%) Telecoms
9 2 (1.89%) Electronics
9 2 (1.89%) Manufacturing
9 2 (1.89%) Marketing
9 2 (1.89%) Public Sector
9 2 (1.89%) Publishing
10 1 (0.94%) Retail Banking
Job Titles
1 36 (33.96%) Developer
2 34 (32.08%) Data Engineer
3 20 (18.87%) SQL Developer
4 18 (16.98%) Business Intelligence Manager
4 18 (16.98%) Data Manager
4 18 (16.98%) Engineering Manager
5 16 (15.09%) Senior
6 10 (9.43%) Lead
7 9 (8.49%) Business Intelligence Developer
8 8 (7.55%) ETL Developer
8 8 (7.55%) SSIS Developer
9 6 (5.66%) Consultant
10 5 (4.72%) Full Stack Developer
10 5 (4.72%) Lead Data Engineer
10 5 (4.72%) Senior Data Engineer
10 5 (4.72%) Software Developer
11 4 (3.77%) Power BI Engineer
12 3 (2.83%) Azure Data Engineer
12 3 (2.83%) Azure Engineer
12 3 (2.83%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 7 (6.60%) .NET
2 5 (4.72%) .NET Framework
2 5 (4.72%) AngularJS
2 5 (4.72%) CSS
2 5 (4.72%) Entity Framework
2 5 (4.72%) MDX
2 5 (4.72%) Sass
2 5 (4.72%) SignalR
3 3 (2.83%) Web Services
4 2 (1.89%) Pandas
4 2 (1.89%) pytest
4 2 (1.89%) REST
4 2 (1.89%) SOAP
5 1 (0.94%) Apache NiFi
5 1 (0.94%) Kafka
5 1 (0.94%) PySpark
5 1 (0.94%) XML
Miscellaneous
1 9 (8.49%) Product Ownership
2 7 (6.60%) Management Information System
3 4 (3.77%) Distributed Systems
4 1 (0.94%) Cloud Native
4 1 (0.94%) Legacy Applications
4 1 (0.94%) Legacy Systems
4 1 (0.94%) Smart Meter
Operating Systems
1 3 (2.83%) Unix
2 2 (1.89%) Linux
3 1 (0.94%) Windows
Processes & Methodologies
1 106 (100.00%) ETL
2 64 (60.38%) Business Intelligence
3 48 (45.28%) Analytics
4 47 (44.34%) Data Engineering
5 45 (42.45%) Agile
6 37 (34.91%) Data Modelling
7 36 (33.96%) Data Pipeline
8 35 (33.02%) Kimball Methodology
9 24 (22.64%) Visualisation
10 23 (21.70%) Data Analysis
11 21 (19.81%) Scrum
12 19 (17.92%) Coaching
12 19 (17.92%) Data Science
12 19 (17.92%) DevOps
12 19 (17.92%) Requirements Gathering
13 18 (16.98%) Data Visualisation
13 18 (16.98%) Platform Engineering
14 14 (13.21%) Computer Science
14 14 (13.21%) Data Governance
15 13 (12.26%) Fintech
Programming Languages
1 95 (89.62%) SQL
2 39 (36.79%) T-SQL
3 14 (13.21%) Python
4 8 (7.55%) PowerShell
5 7 (6.60%) Data Analysis Expressions
6 6 (5.66%) C#
7 5 (4.72%) JavaScript
7 5 (4.72%) TypeScript
8 3 (2.83%) Scala
9 2 (1.89%) Java
10 1 (0.94%) Bash
10 1 (0.94%) Go
10 1 (0.94%) Groovy
Qualifications
1 19 (17.92%) DBS Check
2 15 (14.15%) Degree
3 7 (6.60%) Computer Science Degree
4 2 (1.89%) SC Cleared
4 2 (1.89%) Security Cleared
5 1 (0.94%) Master's Degree
Quality Assurance & Compliance
1 9 (8.49%) Data Quality
2 2 (1.89%) Accessibility
3 1 (0.94%) GDPR
System Software
1 2 (1.89%) Docker
2 1 (0.94%) HDFS
Systems Management
1 9 (8.49%) Terraform
2 7 (6.60%) Kubernetes
3 1 (0.94%) Ansible
3 1 (0.94%) Rancher
Vendors
1 60 (56.60%) Microsoft
2 11 (10.38%) Databricks
3 5 (4.72%) Google
3 5 (4.72%) SAP
4 3 (2.83%) Informatica
5 2 (1.89%) Ab Initio
5 2 (1.89%) Cognos
5 2 (1.89%) IBM
6 1 (0.94%) Cloudera
6 1 (0.94%) Dell
6 1 (0.94%) Oracle
6 1 (0.94%) StreamSets