ETL Contracts with Work from Home Options

Extract, Transform and Load (ETL)
UK > Work from Home

The table below provides summary statistics for contract job vacancies with an option to work from home (WFH) and a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 6 months to 2 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
2 Jun 2024
Same period 2023 Same period 2022
Rank 81 81 77
Rank change year-on-year 0 -4 +4
Contract jobs citing ETL 382 639 1,387
As % of all contract jobs with a WFH option 2.61% 2.64% 3.14%
As % of the Processes & Methodologies category 2.98% 2.94% 3.45%
Number of daily rates quoted 283 487 1,038
10th Percentile £364 £399 £375
25th Percentile £448 £450 £450
Median daily rate (50th Percentile) £504 £525 £525
Median % change year-on-year -4.00% - +5.53%
75th Percentile £600 £613 £625
90th Percentile £725 £722 £713
UK median daily rate £519 £525 £525
% change year-on-year -1.16% - +5.00%
Number of hourly rates quoted 4 0 6
10th Percentile - - £19.84
25th Percentile - - £24.63
Median hourly rate £35.00 - £40.00
75th Percentile £38.81 - £60.58
90th Percentile £45.68 - £72.26
UK median hourly rate £48.50 £67.50 £46.78
% change year-on-year -28.15% +44.29% +70.95%

All Process and Methodology Skills
Work from Home

ETL is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a WFH option and a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 12,824 21,734 40,250
As % of all contract jobs with a WFH option 87.57% 89.66% 91.02%
Number of daily rates quoted 8,646 15,426 29,289
10th Percentile £325 £363 £363
25th Percentile £425 £450 £438
Median daily rate (50th Percentile) £525 £543 £525
Median % change year-on-year -3.23% +3.33% +6.06%
75th Percentile £638 £650 £638
90th Percentile £750 £750 £725
UK median daily rate £525 £550 £538
% change year-on-year -4.55% +2.33% +7.50%
Number of hourly rates quoted 572 503 517
10th Percentile £14.89 £18.49 £14.50
25th Percentile £24.19 £25.85 £20.75
Median hourly rate £43.00 £52.50 £40.00
Median % change year-on-year -18.10% +31.25% +66.67%
75th Percentile £60.00 £67.50 £58.38
90th Percentile £75.00 £78.60 £71.00
UK median hourly rate £36.50 £36.00 £25.68
% change year-on-year +1.39% +40.19% +9.70%

ETL
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing ETL as a proportion of all IT jobs advertised.

ETL trend for jobs with a WFH option

ETL
Daily Rate Trend for Jobs with a WFH Option

3-month moving average daily rate quoted in job vacancies with a work from home option citing ETL.

ETL daily rate for jobs with a WFH option

ETL
Daily Rate Histogram for Jobs with a WFH Option

Daily rate distribution for jobs with a work from home option citing ETL over the 6 months to 2 June 2024.

ETL daily rate histogram for jobs with a WFH option

ETL
Hourly Rate Trend for Jobs with a WFH Option

3-month moving average hourly rate quoted in job vacancies with a work from home option citing ETL.

ETL hourly rate for jobs with a WFH option

ETL
Co-occurring Skills and Capabilities with WFH Options 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 27 (7.07%) Apache Spark
2 19 (4.97%) Apache
3 15 (3.93%) Apache Airflow
4 4 (1.05%) Confluence
5 3 (0.79%) SAS
6 2 (0.52%) CMS
7 1 (0.26%) Anypoint
7 1 (0.26%) CICS
7 1 (0.26%) Oracle Coherence
7 1 (0.26%) SharePoint
7 1 (0.26%) WebLogic
Applications
1 9 (2.36%) Microsoft Excel
2 6 (1.57%) MS Visio
3 4 (1.05%) Microsoft Office
4 1 (0.26%) Spreadsheet
Business Applications
1 13 (3.40%) Elite 3E
2 6 (1.57%) Salesforce CRM
3 5 (1.31%) MIS ActiveH
3 5 (1.31%) NEC Housing
4 4 (1.05%) Dynamics CRM
4 4 (1.05%) SAP S/4HANA
5 3 (0.79%) OPENHousing
6 2 (0.52%) Adobe Campaign
6 2 (0.52%) Eloqua
6 2 (0.52%) NetSuite
6 2 (0.52%) Payment Gateway
7 1 (0.26%) IBM Planning Analytics
7 1 (0.26%) Oracle ERP
7 1 (0.26%) Oracle Procure-to-Pay
7 1 (0.26%) SAP ERP
7 1 (0.26%) SAP MDG
7 1 (0.26%) Shopify
7 1 (0.26%) Workday HCM
Cloud Services
1 142 (37.17%) Azure
2 75 (19.63%) Power Platform
3 73 (19.11%) AWS
4 42 (10.99%) GCP
5 40 (10.47%) Serverless
6 34 (8.90%) Snowflake
7 33 (8.64%) Azure Data Factory
8 30 (7.85%) Amazon S3
9 27 (7.07%) AWS Lambda
10 23 (6.02%) dbt
11 20 (5.24%) Azure Synapse Analytics
12 13 (3.40%) AWS CloudFormation
13 11 (2.88%) Azure DevOps
14 9 (2.36%) AWS Step Functions
14 9 (2.36%) Azure Logic Apps
15 8 (2.09%) Amazon CloudWatch
15 8 (2.09%) Azure Functions
15 8 (2.09%) Collibra
15 8 (2.09%) Matillion
15 8 (2.09%) OCI
Communications & Networking
1 2 (0.52%) SSL
2 1 (0.26%) Firewall
2 1 (0.26%) FTP
Database & Business Intelligence
1 142 (37.17%) Data Warehouse
2 73 (19.11%) Power BI
3 70 (18.32%) SQL Server
4 43 (11.26%) Data Lake
5 36 (9.42%) SQL Server Integration Services
6 34 (8.90%) Big Data
7 30 (7.85%) BigQuery
8 28 (7.33%) Amazon Redshift
9 24 (6.28%) PostgreSQL
10 21 (5.50%) Azure SQL Database
11 18 (4.71%) Tableau
12 17 (4.45%) SQL Server Reporting Services
13 16 (4.19%) NoSQL
14 15 (3.93%) Relational Database
15 12 (3.14%) Metadata
15 12 (3.14%) Oracle Database
16 10 (2.62%) Amazon Athena
16 10 (2.62%) Data Mining
16 10 (2.62%) Power Query
17 9 (2.36%) MySQL
Development Applications
1 21 (5.50%) Git
2 12 (3.14%) Jenkins
3 7 (1.83%) JIRA
4 6 (1.57%) Selenium
5 5 (1.31%) CircleCI
5 5 (1.31%) ERwin
6 4 (1.05%) Appium
6 4 (1.05%) Cucumber
6 4 (1.05%) JUnit
6 4 (1.05%) Postman
6 4 (1.05%) SoapUI
7 3 (0.79%) eggPlant
7 3 (0.79%) GitLab
7 3 (0.79%) REST Assured
7 3 (0.79%) SOAtest
7 3 (0.79%) TestNG
7 3 (0.79%) WebDriver
8 2 (0.52%) Bitbucket
8 2 (0.52%) SQL Server Management Studio (SSMS)
8 2 (0.52%) webpack
General
1 78 (20.42%) Finance
1 78 (20.42%) Social Skills
2 30 (7.85%) Analytical Skills
3 27 (7.07%) Public Sector
4 15 (3.93%) Banking
5 8 (2.09%) Financial Institution
5 8 (2.09%) Retail
6 7 (1.83%) Law
7 6 (1.57%) Marketing
8 5 (1.31%) Pharmaceutical
8 5 (1.31%) Telecoms
9 4 (1.05%) Legal
10 3 (0.79%) Automotive
10 3 (0.79%) Influencing Skills
10 3 (0.79%) Manufacturing
11 2 (0.52%) Back Office
11 2 (0.52%) Czech Language
11 2 (0.52%) Local Government
11 2 (0.52%) Publishing
12 1 (0.26%) Investment Banking
Job Titles
1 119 (31.15%) Data Engineer
2 76 (19.90%) Developer
3 52 (13.61%) Architect
4 51 (13.35%) Senior
5 32 (8.38%) Data Architect
6 30 (7.85%) Analyst
7 28 (7.33%) Azure Data Engineer
7 28 (7.33%) Azure Engineer
7 28 (7.33%) Lead
8 24 (6.28%) Business Intelligence Developer
9 20 (5.24%) Data Analyst
10 17 (4.45%) Consultant
11 16 (4.19%) Solutions Architect
12 14 (3.66%) Senior Data Engineer
12 14 (3.66%) Support Engineer
13 13 (3.40%) Applications Support
13 13 (3.40%) Applications Support Engineer
13 13 (3.40%) Power BI Developer
13 13 (3.40%) Senior Applications Support
13 13 (3.40%) Senior Support Engineer
Libraries, Frameworks & Software Standards
1 31 (8.12%) PySpark
2 14 (3.66%) Kafka
3 11 (2.88%) Middleware
4 9 (2.36%) Node.js
5 8 (2.09%) Apache Avro
5 8 (2.09%) AWS CDK
5 8 (2.09%) JSON
5 8 (2.09%) Web Services
6 7 (1.83%) .NET
6 7 (1.83%) JSON Schema
6 7 (1.83%) React
6 7 (1.83%) RESTful
7 5 (1.31%) XML
8 4 (1.05%) Apache NiFi
8 4 (1.05%) HTML
9 3 (0.79%) ARM Templates
9 3 (0.79%) OAuth
9 3 (0.79%) Oracle Fusion
9 3 (0.79%) RabbitMQ
10 2 (0.52%) YAML
Miscellaneous
1 22 (5.76%) Replication
2 21 (5.50%) Data Centre
3 19 (4.97%) Legacy Systems
4 11 (2.88%) Data Structures
5 10 (2.62%) Management Information System
6 7 (1.83%) Self-Motivation
7 6 (1.57%) Distributed Computing
7 6 (1.57%) Product Ownership
8 5 (1.31%) Greenfield Project
9 4 (1.05%) Hedge funds
10 3 (0.79%) Data Protection Act
10 3 (0.79%) Legacy Applications
10 3 (0.79%) Mainframe
10 3 (0.79%) Reference Data
11 2 (0.52%) Algorithms
11 2 (0.52%) Cyber Threat
11 2 (0.52%) FMCG
11 2 (0.52%) NHS
11 2 (0.52%) Renewable Energy
11 2 (0.52%) Virtual Team
Operating Systems
1 21 (5.50%) Windows
2 6 (1.57%) Linux
3 4 (1.05%) Unix
4 3 (0.79%) zOS
5 2 (0.52%) VMS
6 1 (0.26%) Windows Server
Processes & Methodologies
1 136 (35.60%) Data Modelling
2 121 (31.68%) Business Intelligence
3 108 (28.27%) Analytics
4 84 (21.99%) Migration
5 80 (20.94%) Agile
6 70 (18.32%) Data Pipeline
7 67 (17.54%) Data Engineering
8 50 (13.09%) Data Migration
9 49 (12.83%) CI/CD
10 48 (12.57%) Data Integration
11 47 (12.30%) DevOps
11 47 (12.30%) Problem-Solving
12 46 (12.04%) Visualisation
13 39 (10.21%) Data Transformation
14 38 (9.95%) Data Governance
15 33 (8.64%) Data Analysis
16 32 (8.38%) Scrum
17 31 (8.12%) Data Architecture
17 31 (8.12%) Data Management
17 31 (8.12%) Software Engineering
Programming Languages
1 205 (53.66%) SQL
2 106 (27.75%) Python
3 45 (11.78%) Java
4 21 (5.50%) T-SQL
5 18 (4.71%) C#
5 18 (4.71%) Scala
6 15 (3.93%) PL/SQL
7 12 (3.14%) Data Analysis Expressions
7 12 (3.14%) JavaScript
8 8 (2.09%) TypeScript
9 6 (1.57%) PowerShell
10 5 (1.31%) Bash
10 5 (1.31%) Shell Script
11 3 (0.79%) C++
11 3 (0.79%) COBOL
11 3 (0.79%) R
11 3 (0.79%) REXX
11 3 (0.79%) SELCOPY
12 2 (0.52%) Go
12 2 (0.52%) Groovy
Qualifications
1 42 (10.99%) Security Cleared
2 37 (9.69%) SC Cleared
3 19 (4.97%) Degree
4 11 (2.88%) Computer Science Degree
5 3 (0.79%) Azure Certification
5 3 (0.79%) Master's Degree
6 1 (0.26%) BPSS Clearance
6 1 (0.26%) DV Cleared
6 1 (0.26%) ITIL Certification
6 1 (0.26%) SAP Certification
6 1 (0.26%) TOGAF Certification
Quality Assurance & Compliance
1 68 (17.80%) Data Quality
2 13 (3.40%) GDPR
3 10 (2.62%) Accessibility
4 9 (2.36%) QA
5 3 (0.79%) California Consumer Privacy Act
6 2 (0.52%) IFRS
6 2 (0.52%) IFRS 17
6 2 (0.52%) Solvency II
7 1 (0.26%) Actionable Recommendations
7 1 (0.26%) Disclosure Scotland
7 1 (0.26%) EMIR
7 1 (0.26%) FATCA
7 1 (0.26%) ISO/IEC 27001
7 1 (0.26%) MiFID
7 1 (0.26%) PMO
7 1 (0.26%) Sarbanes-Oxley
System Software
1 20 (5.24%) Docker
2 2 (0.52%) Time Sharing Option
3 1 (0.26%) HDFS
3 1 (0.26%) Oracle RAC
Systems Management
1 24 (6.28%) Kubernetes
2 16 (4.19%) Terraform
3 14 (3.66%) Grafana
4 6 (1.57%) Ansible
5 4 (1.05%) Jamf Pro
5 4 (1.05%) Prometheus
6 2 (0.52%) Kibana
7 1 (0.26%) Oracle Enterprise Manager
Vendors
1 51 (13.35%) Microsoft
2 49 (12.83%) Oracle
3 42 (10.99%) Databricks
4 25 (6.54%) Google
5 18 (4.71%) Informatica
6 12 (3.14%) Salesforce
6 12 (3.14%) SAP
7 8 (2.09%) Ab Initio
8 7 (1.83%) Talend
9 5 (1.31%) Denodo
9 5 (1.31%) IBM
9 5 (1.31%) Intapp
9 5 (1.31%) NEC
10 4 (1.05%) Nexthink
10 4 (1.05%) Snow
10 4 (1.05%) Splunk
11 3 (0.79%) Embarcadero
11 3 (0.79%) Northgate
11 3 (0.79%) Syncsort
12 2 (0.52%) ICL