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

6 months to
16 May 2024
Same period 2023 Same period 2022
Rank 80 82 76
Rank change year-on-year +2 -6 +4
Contract jobs citing ETL 390 666 1,384
As % of all contract jobs with a WFH option 2.64% 2.70% 3.15%
As % of the Processes & Methodologies category 3.00% 3.01% 3.46%
Number of daily rates quoted 296 499 1,033
10th Percentile £373 £400 £375
25th Percentile £449 £450 £448
Median daily rate (50th Percentile) £506 £525 £525
Median % change year-on-year -3.62% - +5.00%
75th Percentile £600 £604 £625
90th Percentile £729 £704 £711
UK median daily rate £513 £525 £525
% change year-on-year -2.38% - +5.00%
Number of hourly rates quoted 5 1 7
10th Percentile - - £28.40
25th Percentile - £22.50 -
Median hourly rate £35.00 £25.00 £35.00
Median % change year-on-year +40.00% -28.57% +35.92%
75th Percentile £50.25 £27.50 £55.39
90th Percentile £58.82 - £70.96
UK median hourly rate £48.50 £55.00 £45.50
% change year-on-year -11.82% +20.88% +66.27%

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 13,021 22,109 40,018
As % of all contract jobs with a WFH option 87.98% 89.70% 91.06%
Number of daily rates quoted 8,736 15,644 29,065
10th Percentile £325 £363 £361
25th Percentile £425 £450 £431
Median daily rate (50th Percentile) £525 £540 £525
Median % change year-on-year -2.82% +2.90% +7.69%
75th Percentile £638 £650 £631
90th Percentile £750 £750 £725
UK median daily rate £525 £550 £530
% change year-on-year -4.55% +3.77% +8.16%
Number of hourly rates quoted 565 507 537
10th Percentile £14.93 £18.63 £14.15
25th Percentile £25.00 £27.86 £20.75
Median hourly rate £43.00 £53.35 £39.50
Median % change year-on-year -19.40% +35.06% +61.22%
75th Percentile £60.00 £68.75 £57.50
90th Percentile £75.15 £80.00 £71.00
UK median hourly rate £36.27 £35.65 £25.68
% change year-on-year +1.75% +38.82% +5.35%

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 16 May 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
Hourly Rate Histogram for Jobs with a WFH Option

Hourly rate distribution for jobs with a work from home option citing ETL over the 6 months to 16 May 2024.

ETL hourly rate histogram 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 24 (6.15%) Apache Spark
2 15 (3.85%) Apache Airflow
3 14 (3.59%) Apache
4 3 (0.77%) Confluence
4 3 (0.77%) SAS
5 2 (0.51%) CMS
5 2 (0.51%) SharePoint
6 1 (0.26%) Anypoint
6 1 (0.26%) CICS
6 1 (0.26%) Oracle Coherence
6 1 (0.26%) WebLogic
Applications
1 11 (2.82%) Microsoft Excel
2 9 (2.31%) MS Visio
3 7 (1.79%) Microsoft Office
4 1 (0.26%) Spreadsheet
Business Applications
1 12 (3.08%) Elite 3E
2 6 (1.54%) Salesforce CRM
3 5 (1.28%) Dynamics CRM
4 3 (0.77%) MIS ActiveH
4 3 (0.77%) NEC Housing
4 3 (0.77%) SAP S/4HANA
5 2 (0.51%) Adobe Campaign
5 2 (0.51%) Eloqua
5 2 (0.51%) NetSuite
5 2 (0.51%) Workday HCM
6 1 (0.26%) IBM Planning Analytics
6 1 (0.26%) OPENHousing
6 1 (0.26%) Oracle ERP
6 1 (0.26%) Oracle Procure-to-Pay
6 1 (0.26%) Payment Gateway
6 1 (0.26%) PeopleSoft HCM
6 1 (0.26%) SAP MDG
6 1 (0.26%) Shopify
Cloud Services
1 141 (36.15%) Azure
2 84 (21.54%) AWS
3 78 (20.00%) Power Platform
4 45 (11.54%) Serverless
5 41 (10.51%) GCP
6 37 (9.49%) Azure Data Factory
7 34 (8.72%) Amazon S3
8 32 (8.21%) AWS Lambda
8 32 (8.21%) Snowflake
9 23 (5.90%) dbt
10 21 (5.38%) Azure Synapse Analytics
11 15 (3.85%) AWS CloudFormation
12 12 (3.08%) Collibra
13 11 (2.82%) AWS Step Functions
13 11 (2.82%) Azure DevOps
14 10 (2.56%) Amazon CloudWatch
14 10 (2.56%) Amazon EMR
15 9 (2.31%) Amazon Kinesis
15 9 (2.31%) Azure Logic Apps
16 8 (2.05%) OpenShift
Communications & Networking
1 1 (0.26%) Firewall
1 1 (0.26%) FTP
1 1 (0.26%) Internet
1 1 (0.26%) SSL
Database & Business Intelligence
1 142 (36.41%) Data Warehouse
2 76 (19.49%) Power BI
3 72 (18.46%) SQL Server
4 43 (11.03%) Data Lake
5 35 (8.97%) Big Data
6 31 (7.95%) SQL Server Integration Services
7 30 (7.69%) BigQuery
8 29 (7.44%) Amazon Redshift
9 25 (6.41%) PostgreSQL
10 22 (5.64%) Azure SQL Database
11 20 (5.13%) Tableau
12 17 (4.36%) NoSQL
13 15 (3.85%) SQL Server Reporting Services
14 13 (3.33%) Metadata
14 13 (3.33%) Relational Database
15 12 (3.08%) Oracle Database
16 11 (2.82%) Amazon Athena
16 11 (2.82%) Amazon Aurora
17 9 (2.31%) Oracle ODI
18 8 (2.05%) MongoDB
Development Applications
1 22 (5.64%) Git
2 13 (3.33%) Jenkins
3 9 (2.31%) JIRA
4 8 (2.05%) Selenium
5 6 (1.54%) Cucumber
6 5 (1.28%) CircleCI
6 5 (1.28%) ERwin
7 4 (1.03%) Appium
7 4 (1.03%) GitLab
7 4 (1.03%) JUnit
7 4 (1.03%) Postman
7 4 (1.03%) SoapUI
7 4 (1.03%) TestNG
8 3 (0.77%) eggPlant
8 3 (0.77%) REST Assured
8 3 (0.77%) SOAtest
8 3 (0.77%) WebDriver
9 2 (0.51%) Bitbucket
9 2 (0.51%) SQL Server Management Studio (SSMS)
9 2 (0.51%) webpack
General
1 81 (20.77%) Finance
1 81 (20.77%) Social Skills
2 34 (8.72%) Analytical Skills
3 27 (6.92%) Public Sector
4 15 (3.85%) Banking
5 7 (1.79%) Financial Institution
5 7 (1.79%) Law
6 6 (1.54%) Marketing
6 6 (1.54%) Retail
7 5 (1.28%) Pharmaceutical
7 5 (1.28%) Telecoms
8 4 (1.03%) Manufacturing
9 3 (0.77%) Influencing Skills
9 3 (0.77%) Legal
9 3 (0.77%) Publishing
10 2 (0.51%) Automotive
10 2 (0.51%) Back Office
10 2 (0.51%) Czech Language
10 2 (0.51%) Local Government
11 1 (0.26%) Retail Banking
Job Titles
1 122 (31.28%) Data Engineer
2 72 (18.46%) Developer
3 52 (13.33%) Architect
4 50 (12.82%) Senior
5 33 (8.46%) Data Architect
6 32 (8.21%) Lead
7 29 (7.44%) Analyst
8 28 (7.18%) Azure Data Engineer
8 28 (7.18%) Azure Engineer
9 19 (4.87%) Business Intelligence Developer
9 19 (4.87%) Data Analyst
10 14 (3.59%) AWS Engineer
10 14 (3.59%) Senior Data Engineer
10 14 (3.59%) Solutions Architect
11 13 (3.33%) Consultant
11 13 (3.33%) Support Engineer
12 12 (3.08%) Applications Engineer
12 12 (3.08%) Applications Support
12 12 (3.08%) Applications Support Engineer
12 12 (3.08%) Senior Support Engineer
Libraries, Frameworks & Software Standards
1 29 (7.44%) PySpark
2 12 (3.08%) Kafka
2 12 (3.08%) Middleware
3 10 (2.56%) AWS CDK
4 9 (2.31%) Node.js
4 9 (2.31%) Web Services
5 8 (2.05%) .NET
5 8 (2.05%) Apache Avro
5 8 (2.05%) JSON
5 8 (2.05%) RESTful
6 7 (1.79%) JSON Schema
6 7 (1.79%) React
7 5 (1.28%) XML
8 4 (1.03%) Apache NiFi
8 4 (1.03%) HTML
9 3 (0.77%) ARM Templates
9 3 (0.77%) OAuth
9 3 (0.77%) Oracle Fusion
9 3 (0.77%) RabbitMQ
9 3 (0.77%) REST
Miscellaneous
1 20 (5.13%) Replication
2 19 (4.87%) Data Centre
2 19 (4.87%) Legacy Systems
3 13 (3.33%) Data Structures
4 8 (2.05%) Management Information System
5 7 (1.79%) Self-Motivation
6 6 (1.54%) Distributed Computing
6 6 (1.54%) Product Ownership
7 5 (1.28%) Greenfield Project
8 4 (1.03%) Hedge funds
8 4 (1.03%) Reference Data
9 3 (0.77%) Algorithms
9 3 (0.77%) Data Protection Act
9 3 (0.77%) Legacy Applications
9 3 (0.77%) Mainframe
10 2 (0.51%) Cyber Threat
10 2 (0.51%) Enterprise Software
10 2 (0.51%) FMCG
10 2 (0.51%) NHS
10 2 (0.51%) Renewable Energy
Operating Systems
1 20 (5.13%) Windows
2 6 (1.54%) Linux
3 4 (1.03%) Unix
4 3 (0.77%) zOS
5 2 (0.51%) VMS
6 1 (0.26%) Windows Server
Processes & Methodologies
1 145 (37.18%) Data Modelling
2 125 (32.05%) Business Intelligence
3 112 (28.72%) Analytics
4 86 (22.05%) Agile
5 83 (21.28%) Migration
6 71 (18.21%) Data Pipeline
7 69 (17.69%) Data Engineering
8 54 (13.85%) CI/CD
9 53 (13.59%) Data Integration
10 52 (13.33%) Data Migration
11 50 (12.82%) Visualisation
12 48 (12.31%) DevOps
13 47 (12.05%) Problem-Solving
14 42 (10.77%) Data Analysis
14 42 (10.77%) Data Governance
15 39 (10.00%) Data Transformation
16 35 (8.97%) Scrum
17 33 (8.46%) Data Management
18 32 (8.21%) Data Science
18 32 (8.21%) Stakeholder Management
Programming Languages
1 207 (53.08%) SQL
2 117 (30.00%) Python
3 53 (13.59%) Java
4 24 (6.15%) T-SQL
5 21 (5.38%) C#
6 20 (5.13%) PL/SQL
7 17 (4.36%) Scala
8 12 (3.08%) JavaScript
9 10 (2.56%) Data Analysis Expressions
9 10 (2.56%) TypeScript
10 7 (1.79%) R
10 7 (1.79%) Shell Script
11 6 (1.54%) PowerShell
12 5 (1.28%) Bash
13 3 (0.77%) C++
13 3 (0.77%) COBOL
13 3 (0.77%) REXX
13 3 (0.77%) SELCOPY
14 2 (0.51%) ABAP
14 2 (0.51%) Perl
Qualifications
1 44 (11.28%) Security Cleared
2 40 (10.26%) SC Cleared
3 21 (5.38%) Degree
4 12 (3.08%) Computer Science Degree
5 4 (1.03%) Azure Certification
5 4 (1.03%) Master's Degree
6 1 (0.26%) AWS Certification
6 1 (0.26%) AWS Certified Solutions Architect
6 1 (0.26%) BPSS Clearance
6 1 (0.26%) DV Cleared
6 1 (0.26%) ISEB
6 1 (0.26%) ISTQB
6 1 (0.26%) ITIL Certification
6 1 (0.26%) SAP Certification
6 1 (0.26%) TOGAF Certification
Quality Assurance & Compliance
1 66 (16.92%) Data Quality
2 13 (3.33%) Accessibility
2 13 (3.33%) GDPR
3 11 (2.82%) QA
4 4 (1.03%) California Consumer Privacy Act
5 2 (0.51%) IFRS
5 2 (0.51%) IFRS 17
5 2 (0.51%) Solvency II
6 1 (0.26%) Disclosure Scotland
6 1 (0.26%) EMIR
6 1 (0.26%) FATCA
6 1 (0.26%) MiFID
6 1 (0.26%) PMO
System Software
1 24 (6.15%) Docker
2 2 (0.51%) Time Sharing Option
3 1 (0.26%) HDFS
3 1 (0.26%) Oracle RAC
Systems Management
1 26 (6.67%) Kubernetes
2 16 (4.10%) Grafana
3 15 (3.85%) Terraform
4 6 (1.54%) Ansible
5 4 (1.03%) Jamf Pro
5 4 (1.03%) Prometheus
6 2 (0.51%) Kibana
7 1 (0.26%) Oracle Enterprise Manager
Vendors
1 53 (13.59%) Oracle
2 52 (13.33%) Microsoft
3 40 (10.26%) Databricks
4 23 (5.90%) Google
5 19 (4.87%) Informatica
6 12 (3.08%) Salesforce
7 10 (2.56%) SAP
8 8 (2.05%) Ab Initio
9 7 (1.79%) Talend
10 5 (1.28%) Denodo
10 5 (1.28%) IBM
11 4 (1.03%) Intapp
11 4 (1.03%) Nexthink
11 4 (1.03%) Snow
11 4 (1.03%) Splunk
12 3 (0.77%) Embarcadero
12 3 (0.77%) JD Edwards
12 3 (0.77%) NEC
12 3 (0.77%) Syncsort
12 3 (0.77%) Workday