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

6 months to
18 May 2024
Same period 2023 Same period 2022
Rank 783 797 989
Rank change year-on-year +14 +192 -162
Permanent jobs citing ETL Development 107 180 255
As % of all permanent jobs advertised in the UK 0.11% 0.18% 0.16%
As % of the Processes & Methodologies category 0.13% 0.19% 0.17%
Number of salaries quoted 86 157 180
10th Percentile £43,110 £42,500 £41,250
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 £73,438 £72,647 £75,000
90th Percentile £77,500 £79,250 £90,000
UK excluding London median annual salary £63,500 £57,500 £60,000
% change year-on-year +10.43% -4.17% +30.43%

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 85,135 94,784 153,905
As % of all permanent jobs advertised in the UK 85.22% 95.58% 95.76%
Number of salaries quoted 59,872 55,911 82,488
10th Percentile £29,089 £34,000 £33,635
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 £96,250
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 18 May 2024.

Salary histogram for ETL Development in the UK

ETL Development
Top 12 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 18 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 +31 104 £65,000 +1.96% 25
UK excluding London -56 66 £63,500 +10.43% 21
Work from Home +53 61 £67,500 +17.39% 11
London +74 38 £73,750 +5.36% 9
South East +14 31 £65,000 - 1
North of England +63 17 £45,000 +2.27%
North West +14 10 £45,000 -
West Midlands +7 9 £64,250 +38.92% 8
Midlands -20 9 £64,250 +35.26% 15
North East -1 7 £75,000 +17.65%
East of England -17 7 £57,500 - 1
Wales - 2 £46,131 -

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 3 (2.80%) Apache Spark
2 1 (0.93%) Apache Airflow
2 1 (0.93%) Confluence
Applications
1 1 (0.93%) Microsoft Office
Cloud Services
1 56 (52.34%) Azure
2 43 (40.19%) Power Platform
3 33 (30.84%) Azure Data Factory
4 25 (23.36%) Azure Synapse Analytics
5 13 (12.15%) AWS
6 12 (11.21%) Azure DevOps
7 10 (9.35%) GCP
8 9 (8.41%) Azure Cosmos DB
9 8 (7.48%) Serverless
10 5 (4.67%) Pulumi
11 2 (1.87%) Cloud Computing
11 2 (1.87%) GitHub
12 1 (0.93%) Amazon EMR
12 1 (0.93%) Amazon S3
12 1 (0.93%) AWS Data Pipeline
12 1 (0.93%) AWS Lambda
12 1 (0.93%) Azure Functions
12 1 (0.93%) Azure Stack
12 1 (0.93%) CloudBees
12 1 (0.93%) Google Compute Engine
Communications & Networking
1 2 (1.87%) DNS
1 2 (1.87%) Firewall
Database & Business Intelligence
1 83 (77.57%) Data Warehouse
2 56 (52.34%) SQL Server
3 43 (40.19%) Power BI
4 42 (39.25%) SQL Server Integration Services
5 19 (17.76%) SQL Server Reporting Services
6 18 (16.82%) Enterprise Data Warehouse
7 17 (15.89%) Data Lake
7 17 (15.89%) Relational Database
8 12 (11.21%) SQL Server Analysis Services
9 10 (9.35%) Tableau
10 9 (8.41%) BigQuery
11 8 (7.48%) Apache Cassandra
11 8 (7.48%) PostgreSQL
12 6 (5.61%) Semantic Layer
13 5 (4.67%) Amazon Redshift
13 5 (4.67%) Big Data
13 5 (4.67%) Data Vault
13 5 (4.67%) OLAP
14 4 (3.74%) Amazon QuickSight
14 4 (3.74%) OLAP Cube
Development Applications
1 15 (14.02%) Git
2 6 (5.61%) Jenkins
3 5 (4.67%) SQL Server Management Studio (SSMS)
3 5 (4.67%) Visual Studio
4 4 (3.74%) JIRA
5 2 (1.87%) ERwin
General
1 40 (37.38%) Analytical Skills
2 28 (26.17%) Finance
3 16 (14.95%) Social Skills
4 11 (10.28%) Banking
4 11 (10.28%) Inclusion and Diversity
5 6 (5.61%) Law
5 6 (5.61%) Legal
6 4 (3.74%) Documentation Skills
7 3 (2.80%) Investment Banking
7 3 (2.80%) Manufacturing
7 3 (2.80%) Telecoms
8 2 (1.87%) Electronics
8 2 (1.87%) Marketing
8 2 (1.87%) Public Sector
8 2 (1.87%) Publishing
9 1 (0.93%) German Language
9 1 (0.93%) Retail Banking
9 1 (0.93%) Spanish Language
Job Titles
1 36 (33.64%) Developer
2 34 (31.78%) Data Engineer
3 20 (18.69%) SQL Developer
4 19 (17.76%) Data Manager
5 18 (16.82%) Business Intelligence Manager
5 18 (16.82%) Engineering Manager
6 15 (14.02%) Senior
7 10 (9.35%) Lead
8 9 (8.41%) Business Intelligence Developer
9 8 (7.48%) ETL Developer
9 8 (7.48%) SSIS Developer
10 6 (5.61%) Consultant
11 5 (4.67%) Full Stack Developer
11 5 (4.67%) Lead Data Engineer
11 5 (4.67%) Software Developer
12 4 (3.74%) Power BI Engineer
12 4 (3.74%) Senior Data Engineer
13 3 (2.80%) Azure Consultant
13 3 (2.80%) Data Warehouse Developer
13 3 (2.80%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 7 (6.54%) .NET
2 5 (4.67%) .NET Framework
2 5 (4.67%) AngularJS
2 5 (4.67%) CSS
2 5 (4.67%) Entity Framework
2 5 (4.67%) MDX
2 5 (4.67%) Sass
2 5 (4.67%) SignalR
3 2 (1.87%) Pandas
3 2 (1.87%) pytest
3 2 (1.87%) REST
3 2 (1.87%) SOAP
3 2 (1.87%) Web Services
4 1 (0.93%) PySpark
4 1 (0.93%) XML
Miscellaneous
1 9 (8.41%) Product Ownership
2 7 (6.54%) Management Information System
3 3 (2.80%) Distributed Systems
4 1 (0.93%) Greenfield Project
4 1 (0.93%) Legacy Systems
4 1 (0.93%) Smart Meter
Operating Systems
1 3 (2.80%) Unix
2 1 (0.93%) Linux
2 1 (0.93%) Windows
Processes & Methodologies
1 107 (100.00%) ETL
2 64 (59.81%) Business Intelligence
3 46 (42.99%) Agile
3 46 (42.99%) Analytics
3 46 (42.99%) Data Engineering
4 37 (34.58%) Data Modelling
5 36 (33.64%) Kimball Methodology
6 35 (32.71%) Data Pipeline
7 24 (22.43%) Visualisation
8 23 (21.50%) Data Analysis
9 22 (20.56%) Scrum
10 19 (17.76%) Coaching
10 19 (17.76%) Data Science
10 19 (17.76%) DevOps
10 19 (17.76%) Requirements Gathering
11 18 (16.82%) Data Visualisation
11 18 (16.82%) Platform Engineering
12 14 (13.08%) Computer Science
12 14 (13.08%) Data Governance
13 13 (12.15%) Data Architecture
Programming Languages
1 96 (89.72%) SQL
2 38 (35.51%) T-SQL
3 14 (13.08%) Python
4 8 (7.48%) PowerShell
5 7 (6.54%) Data Analysis Expressions
6 6 (5.61%) C#
7 5 (4.67%) JavaScript
7 5 (4.67%) TypeScript
8 2 (1.87%) Scala
9 1 (0.93%) Groovy
9 1 (0.93%) Java
Qualifications
1 19 (17.76%) DBS Check
2 15 (14.02%) Degree
3 7 (6.54%) Computer Science Degree
4 2 (1.87%) SC Cleared
4 2 (1.87%) Security Cleared
5 1 (0.93%) Master's Degree
Quality Assurance & Compliance
1 10 (9.35%) Data Quality
2 2 (1.87%) Accessibility
3 1 (0.93%) GDPR
System Software
1 1 (0.93%) Docker
1 1 (0.93%) HDFS
Systems Management
1 9 (8.41%) Terraform
2 6 (5.61%) Kubernetes
3 1 (0.93%) Ansible
Vendors
1 61 (57.01%) Microsoft
2 10 (9.35%) Databricks
3 5 (4.67%) SAP
4 4 (3.74%) Google
4 4 (3.74%) Informatica
5 2 (1.87%) Ab Initio
5 2 (1.87%) Cognos
5 2 (1.87%) IBM
5 2 (1.87%) Oracle
6 1 (0.93%) Cloudera