ETL Contract Job Trends in Reading

Extract, Transform and Load (ETL)
Berkshire > Reading

The table below provides summary statistics and contractor rates for jobs advertised in Reading requiring ETL skills. It covers vacancies from the 6 months leading up to 15 September 2025, with comparisons to the same periods in the previous two years.

6 months to
15 Sep 2025
Same period 2024 Same period 2023
Rank 50 64 62
Rank change year-on-year +14 -2 +17
Contract jobs citing ETL 11 23 26
As % of all contract jobs advertised in Reading 1.93% 2.10% 2.27%
As % of the Processes & Methodologies category 2.09% 2.44% 2.56%
Number of daily rates quoted 3 16 24
10th Percentile £513 £513 £450
25th Percentile £515 £572 £550
Median daily rate (50th Percentile) £525 £625 £620
Median % change year-on-year -16.00% +0.81% +20.98%
75th Percentile £638 £662 £675
90th Percentile £698 £679 -
Berkshire median daily rate £525 £625 £615
% change year-on-year -16.00% +1.63% +33.70%

All Process and Methodology Skills
Reading

ETL falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in Reading.

Contract vacancies with a requirement for process or methodology skills 526 941 1,017
As % of all contract IT jobs advertised in Reading 92.12% 85.78% 88.67%
Number of daily rates quoted 333 502 671
10th Percentile £354 £360 £313
25th Percentile £450 £480 £425
Median daily rate (50th Percentile) £538 £581 £550
Median % change year-on-year -7.53% +5.68% +10.00%
75th Percentile £615 £650 £638
90th Percentile £650 £713 £700
Berkshire median daily rate £508 £550 £525
% change year-on-year -7.73% +4.76% +5.00%
Number of hourly rates quoted 20 32 20
10th Percentile - £15.13 £18.40
25th Percentile £14.75 £55.41 £52.23
Median hourly rate £24.13 £61.60 £65.56
Median % change year-on-year -60.84% -6.04% +128.48%
75th Percentile £55.00 £75.40 £74.20
90th Percentile £59.08 £87.46 £75.42
Berkshire median hourly rate £32.18 £61.60 £59.38
% change year-on-year -47.76% +3.75% +70.18%

ETL
Job Vacancy Trend in Reading

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

Job vacancy trend for ETL in Reading

ETL
Daily Rate Trend in Reading

Contractor daily rate distribution trend for jobs in Reading citing ETL.

Contractor daily rate distribution trend for jobs in Reading citing ETL

ETL
Daily Rate Histogram in Reading

Daily rate distribution for jobs citing ETL in Reading over the 6 months to 15 September 2025.

Daily rate histogram for ETL in Reading

ETL
Hourly Rate Trend in Reading

Contractor hourly rate distribution trend for jobs in Reading citing ETL.

Contractor hourly rate distribution trend for jobs in Reading citing ETL

ETL
Co-occurring Skills and Capabilities in Reading 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 (36.36%) Apache Airflow
Applications
1 1 (9.09%) MS Visio
Business Applications
1 2 (18.18%) SAP HR
1 2 (18.18%) SAP PM
2 1 (9.09%) Oracle EBS
Cloud Services
1 6 (54.55%) AWS
1 6 (54.55%) GCP
2 5 (45.45%) dbt
3 4 (36.36%) Cloud Computing
3 4 (36.36%) Power Platform
4 2 (18.18%) Azure
5 1 (9.09%) Amazon S3
5 1 (9.09%) AWS Lambda
5 1 (9.09%) AWS Step Functions
5 1 (9.09%) Azure DevOps
5 1 (9.09%) OCI
5 1 (9.09%) Salesforce Service Cloud
5 1 (9.09%) Serverless
Database & Business Intelligence
1 5 (45.45%) Data Warehouse
2 4 (36.36%) Power BI
2 4 (36.36%) Relational Database
2 4 (36.36%) Tableau
3 3 (27.27%) SQL Server Integration Services
4 1 (9.09%) Amazon Athena
4 1 (9.09%) Amazon Redshift
4 1 (9.09%) Big Data
4 1 (9.09%) Data Mart
4 1 (9.09%) MySQL
4 1 (9.09%) Oracle Reports
4 1 (9.09%) SQL Server
Development Applications
1 2 (18.18%) JIRA
2 1 (9.09%) Bitbucket
2 1 (9.09%) Git
2 1 (9.09%) Team Foundation Server
2 1 (9.09%) Visual Studio
General
1 6 (54.55%) Social Skills
2 5 (45.45%) Telecoms
3 4 (36.36%) Analytical Skills
4 1 (9.09%) Finance
Job Titles
1 6 (54.55%) Data Engineer
2 3 (27.27%) Telecoms Engineer
3 2 (18.18%) Architect
3 2 (18.18%) Salesforce Architect
3 2 (18.18%) Salesforce Solution Architect
3 2 (18.18%) Solutions Architect
4 1 (9.09%) .NET Developer
4 1 (9.09%) .NET Web Developer
4 1 (9.09%) AWS Data Engineer
4 1 (9.09%) AWS Engineer
4 1 (9.09%) C# .NET Developer
4 1 (9.09%) C# Developer
4 1 (9.09%) C# Web Developer
4 1 (9.09%) Data Migration Lead
4 1 (9.09%) Developer
4 1 (9.09%) Lead
4 1 (9.09%) Scrum Master
4 1 (9.09%) Senior
4 1 (9.09%) Senior Data Engineer
4 1 (9.09%) Web Developer
Libraries, Frameworks & Software Standards
1 2 (18.18%) Lightning Web Components
1 2 (18.18%) SAP PI
1 2 (18.18%) Visualforce
2 1 (9.09%) .NET
2 1 (9.09%) ADO
2 1 (9.09%) ASP.NET
2 1 (9.09%) ASP.NET Core
2 1 (9.09%) Blazor
2 1 (9.09%) CSS
2 1 (9.09%) HTML
2 1 (9.09%) JSON
2 1 (9.09%) PySpark
2 1 (9.09%) XML
Miscellaneous
1 1 (9.09%) Data Structures
1 1 (9.09%) N-Tier
1 1 (9.09%) Product Ownership
Processes & Methodologies
1 7 (63.64%) Data Modelling
2 5 (45.45%) Data Engineering
2 5 (45.45%) Data Pipeline
2 5 (45.45%) Problem-Solving
3 4 (36.36%) Actionable Insight
3 4 (36.36%) Business Intelligence
3 4 (36.36%) Data Transformation
3 4 (36.36%) Decision-Making
3 4 (36.36%) Scrum
3 4 (36.36%) Validation
3 4 (36.36%) Visualisation
3 4 (36.36%) WFM
3 4 (36.36%) Workflow
4 3 (27.27%) Agile
4 3 (27.27%) Data Migration
4 3 (27.27%) Migration
5 2 (18.18%) CI/CD
5 2 (18.18%) Data Analysis
5 2 (18.18%) Integration Patterns
6 1 (9.09%) Design Patterns
Programming Languages
1 6 (54.55%) Python
1 6 (54.55%) SQL
2 2 (18.18%) Apex Code
3 1 (9.09%) C#
3 1 (9.09%) JavaScript
3 1 (9.09%) Scala
Qualifications
1 5 (45.45%) Degree
2 4 (36.36%) Master's Degree
Quality Assurance & Compliance
1 5 (45.45%) Data Quality
2 1 (9.09%) GDPR
2 1 (9.09%) QA
Systems Management
1 1 (9.09%) Terraform
Vendors
1 2 (18.18%) Salesforce
1 2 (18.18%) SAP
2 1 (9.09%) Databricks
2 1 (9.09%) Microsoft
2 1 (9.09%) Oracle