ETL Contracts in England

Extract, Transform and Load (ETL)
UK > England

The following table provides summary statistics for contract job vacancies advertised in England with 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 94 98 97
Rank change year-on-year +4 -1 -9
Contract jobs citing ETL 865 1,212 1,913
As % of all contract jobs advertised in England 2.38% 2.52% 2.72%
As % of the Processes & Methodologies category 2.75% 2.79% 3.00%
Number of daily rates quoted 658 876 1,345
10th Percentile £375 £385 £363
25th Percentile £425 £450 £438
Median daily rate (50th Percentile) £525 £538 £525
Median % change year-on-year -2.33% +2.38% +5.00%
75th Percentile £629 £638 £625
90th Percentile £725 £725 £725
UK median daily rate £513 £525 £525
% change year-on-year -2.38% - +5.00%
Number of hourly rates quoted 13 14 11
10th Percentile £28.27 £35.00 £35.00
25th Percentile £35.00 £35.31 £41.75
Median hourly rate £48.50 £60.00 £48.06
Median % change year-on-year -19.17% +24.84% +53.79%
75th Percentile £51.75 £74.13 £57.25
90th Percentile £62.38 £79.40 £65.77
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
England

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 advertised in England with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 31,446 43,440 63,865
As % of all contract IT jobs advertised in England 86.42% 90.15% 90.86%
Number of daily rates quoted 20,588 30,513 45,420
10th Percentile £300 £325 £333
25th Percentile £413 £448 £430
Median daily rate (50th Percentile) £525 £550 £540
Median % change year-on-year -4.55% +1.85% +8.00%
75th Percentile £650 £675 £650
90th Percentile £750 £766 £750
UK median daily rate £525 £550 £530
% change year-on-year -4.55% +3.77% +8.16%
Number of hourly rates quoted 2,245 1,538 1,746
10th Percentile £12.92 £10.63 £12.50
25th Percentile £15.92 £16.23 £15.25
Median hourly rate £36.50 £36.00 £25.00
Median % change year-on-year +1.39% +44.00% +7.71%
75th Percentile £60.25 £65.00 £49.37
90th Percentile £72.50 £75.00 £65.00
UK median hourly rate £36.27 £35.65 £25.68
% change year-on-year +1.75% +38.82% +5.35%

ETL
Job Vacancy Trend in England

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

Job vacancy trend for ETL in England

ETL
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing ETL in England.

Daily rate trend for ETL in England

ETL
Daily Rate Histogram in England

Daily rate distribution for jobs citing ETL in England over the 6 months to 16 May 2024.

Daily rate histogram for ETL in England

ETL
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing ETL in England.

Hourly rate trend for ETL in England

ETL
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing ETL in England over the 6 months to 16 May 2024.

Hourly rate histogram for ETL in England

ETL
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the England region over the 6 months to 16 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
London +14 527 £525 -4.55% 174
North of England +32 120 £510 +2.00% 54
North West +34 82 £525 +13.51% 35
Midlands +11 73 £445 -17.59% 53
West Midlands +9 54 £425 -21.30% 39
South East -28 52 £478 -4.50% 23
South West -8 43 £525 +5.00% 27
Yorkshire +7 33 £500 -16.67% 14
East Midlands +14 18 £475 +4.40% 14
East of England -23 14 £525 +35.48% 13
North East +10 5 £345 -42.50% 5
ETL
UK

ETL
Co-occurring Skills and Capabilities in England 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 84 (9.71%) Apache Spark
2 31 (3.58%) Apache
3 28 (3.24%) Apache Airflow
4 22 (2.54%) SharePoint
5 8 (0.92%) Site Server
6 5 (0.58%) SAS
7 4 (0.46%) Confluence
8 3 (0.35%) ArcGIS
9 2 (0.23%) CMS
9 2 (0.23%) IIS
9 2 (0.23%) Jupyter
10 1 (0.12%) Anypoint
10 1 (0.12%) CICS
10 1 (0.12%) JBoss
10 1 (0.12%) WebLogic
10 1 (0.12%) WildFly
Applications
1 27 (3.12%) Microsoft Excel
2 26 (3.01%) MS Visio
3 13 (1.50%) Microsoft Office
4 4 (0.46%) Microsoft PowerPoint
4 4 (0.46%) Microsoft Project
5 1 (0.12%) Spreadsheet
Business Applications
1 17 (1.97%) Dynamics CRM
2 10 (1.16%) SAP S/4HANA
3 8 (0.92%) Sparx Enterprise Architect
4 6 (0.69%) Salesforce CRM
5 3 (0.35%) Adobe Campaign
5 3 (0.35%) Eloqua
5 3 (0.35%) MIS ActiveH
5 3 (0.35%) NEC Housing
5 3 (0.35%) NetSuite
5 3 (0.35%) SAP CO
5 3 (0.35%) SAP FI
5 3 (0.35%) SAP FI/CO
6 2 (0.23%) Dynamics AX
6 2 (0.23%) Payment Gateway
6 2 (0.23%) SAP Business One
6 2 (0.23%) SAP CRM
6 2 (0.23%) SAP IS-U
6 2 (0.23%) Workday HCM
7 1 (0.12%) Elite 3E
7 1 (0.12%) PeopleSoft HCM
Cloud Services
1 306 (35.38%) Azure
2 219 (25.32%) Power Platform
3 218 (25.20%) AWS
4 106 (12.25%) Azure Data Factory
5 94 (10.87%) GCP
6 90 (10.40%) Serverless
7 74 (8.55%) Amazon S3
8 61 (7.05%) Snowflake
9 60 (6.94%) AWS Lambda
10 53 (6.13%) Azure Synapse Analytics
11 35 (4.05%) dbt
12 32 (3.70%) AWS Step Functions
13 29 (3.35%) Collibra
14 28 (3.24%) Azure DevOps
15 25 (2.89%) Amazon EC2
16 21 (2.43%) Amazon MSK
17 20 (2.31%) Amazon EMR
18 18 (2.08%) Azure Functions
19 16 (1.85%) GitHub
20 15 (1.73%) Dynamics 365
Communications & Networking
1 9 (1.04%) FTP
2 6 (0.69%) Internet
3 4 (0.46%) Firewall
4 1 (0.12%) SSL
Database & Business Intelligence
1 313 (36.18%) Data Warehouse
2 209 (24.16%) Power BI
3 153 (17.69%) SQL Server
4 109 (12.60%) Data Lake
5 104 (12.02%) Big Data
6 99 (11.45%) SQL Server Integration Services
7 84 (9.71%) Amazon Redshift
8 75 (8.67%) Tableau
9 65 (7.51%) Relational Database
10 56 (6.47%) NoSQL
11 52 (6.01%) Metadata
12 49 (5.66%) BigQuery
13 46 (5.32%) Azure SQL Database
14 39 (4.51%) PostgreSQL
15 36 (4.16%) MySQL
15 36 (4.16%) SQL Server Reporting Services
16 34 (3.93%) Amazon RDS
16 34 (3.93%) SQL Server Analysis Services
17 29 (3.35%) Hadoop
17 29 (3.35%) Parquet
Development Applications
1 60 (6.94%) Git
2 29 (3.35%) Jenkins
3 25 (2.89%) JIRA
4 14 (1.62%) Selenium
5 13 (1.50%) ERwin
6 10 (1.16%) GitLab
7 9 (1.04%) Cucumber
8 8 (0.92%) webpack
9 7 (0.81%) SQL Server Management Studio (SSMS)
10 6 (0.69%) Appium
10 6 (0.69%) JUnit
10 6 (0.69%) Postman
10 6 (0.69%) SoapUI
10 6 (0.69%) TestNG
11 5 (0.58%) CircleCI
11 5 (0.58%) eggPlant
11 5 (0.58%) REST Assured
11 5 (0.58%) SOAtest
11 5 (0.58%) WebDriver
12 4 (0.46%) ER Studio
General
1 199 (23.01%) Social Skills
2 158 (18.27%) Finance
3 109 (12.60%) Analytical Skills
4 60 (6.94%) Public Sector
5 55 (6.36%) Banking
6 27 (3.12%) Pharmaceutical
7 25 (2.89%) Manufacturing
8 21 (2.43%) Marketing
9 19 (2.20%) Retail
10 17 (1.97%) Telecoms
11 12 (1.39%) Presentation Skills
12 10 (1.16%) Publishing
13 8 (0.92%) Law
14 6 (0.69%) Electronics
14 6 (0.69%) Influencing Skills
14 6 (0.69%) Legal
15 5 (0.58%) Inclusion and Diversity
15 5 (0.58%) Local Government
16 4 (0.46%) Back Office
16 4 (0.46%) Financial Institution
Job Titles
1 281 (32.49%) Data Engineer
2 143 (16.53%) Developer
3 120 (13.87%) Architect
4 83 (9.60%) Senior
5 73 (8.44%) Data Architect
6 65 (7.51%) Azure Engineer
7 59 (6.82%) Azure Data Engineer
8 57 (6.59%) Analyst
9 56 (6.47%) Lead
10 41 (4.74%) Business Intelligence Developer
10 41 (4.74%) Data Analyst
11 39 (4.51%) Consultant
12 33 (3.82%) Solutions Architect
13 30 (3.47%) Senior Data Engineer
14 27 (3.12%) AWS Engineer
15 22 (2.54%) Power BI Developer
16 21 (2.43%) AWS Data Engineer
16 21 (2.43%) ETL Developer
16 21 (2.43%) Integration Engineer
17 20 (2.31%) Snowflake Data Engineer
Libraries, Frameworks & Software Standards
1 72 (8.32%) PySpark
2 48 (5.55%) Kafka
3 40 (4.62%) JSON
4 27 (3.12%) Apache Avro
5 25 (2.89%) XML
6 17 (1.97%) .NET
7 15 (1.73%) Node.js
7 15 (1.73%) REST
8 13 (1.50%) JSON Schema
8 13 (1.50%) Web Services
9 12 (1.39%) RESTful
9 12 (1.39%) Spring
10 11 (1.27%) Middleware
11 9 (1.04%) React
12 8 (0.92%) ARM Templates
12 8 (0.92%) Express.js
12 8 (0.92%) Redux
12 8 (0.92%) SAML
13 6 (0.69%) Flask
13 6 (0.69%) SQLAlchemy
Miscellaneous
1 35 (4.05%) Data Structures
2 25 (2.89%) Management Information System
3 24 (2.77%) Onboarding
4 23 (2.66%) Legacy Systems
5 18 (2.08%) Reference Data
6 16 (1.85%) Self-Motivation
7 14 (1.62%) Product Ownership
8 9 (1.04%) Algorithms
8 9 (1.04%) Data Centre
8 9 (1.04%) Greenfield Project
9 7 (0.81%) Data Protection Act
9 7 (0.81%) Hedge funds
9 7 (0.81%) Renewable Energy
10 6 (0.69%) Analytical Mindset
10 6 (0.69%) Cloud Native
10 6 (0.69%) Public Cloud
10 6 (0.69%) Smart Meter
11 5 (0.58%) FMCG
11 5 (0.58%) Social Media
11 5 (0.58%) Virtual Team
Operating Systems
1 32 (3.70%) Unix
2 25 (2.89%) Linux
3 16 (1.85%) Windows
4 7 (0.81%) zOS
5 2 (0.23%) VMS
6 1 (0.12%) Windows Server
Processes & Methodologies
1 337 (38.96%) Data Modelling
2 281 (32.49%) Business Intelligence
3 250 (28.90%) Analytics
4 191 (22.08%) Data Pipeline
5 163 (18.84%) Agile
6 155 (17.92%) Data Integration
7 143 (16.53%) Data Engineering
8 137 (15.84%) Migration
9 120 (13.87%) DevOps
10 113 (13.06%) Problem-Solving
11 112 (12.95%) CI/CD
12 110 (12.72%) Data Governance
13 108 (12.49%) Visualisation
14 102 (11.79%) Data Migration
15 82 (9.48%) Data Analysis
16 79 (9.13%) Data Management
17 78 (9.02%) Data Analytics
17 78 (9.02%) Data Science
18 77 (8.90%) Data Architecture
19 68 (7.86%) Data Extraction
Programming Languages
1 491 (56.76%) SQL
2 310 (35.84%) Python
3 112 (12.95%) Java
4 70 (8.09%) T-SQL
5 48 (5.55%) Scala
6 43 (4.97%) C#
7 33 (3.82%) PL/SQL
8 29 (3.35%) Shell Script
9 28 (3.24%) PowerShell
10 19 (2.20%) Data Analysis Expressions
10 19 (2.20%) JavaScript
11 14 (1.62%) R
12 8 (0.92%) Bash
12 8 (0.92%) Korn
13 7 (0.81%) Go
13 7 (0.81%) Search Processing Language
14 4 (0.46%) C++
14 4 (0.46%) VB
15 3 (0.35%) COBOL
15 3 (0.35%) Perl
Qualifications
1 134 (15.49%) Security Cleared
2 118 (13.64%) SC Cleared
3 66 (7.63%) Degree
4 31 (3.58%) Computer Science Degree
5 9 (1.04%) BPSS Clearance
5 9 (1.04%) DV Cleared
6 6 (0.69%) AWS Certification
6 6 (0.69%) Master's Degree
7 5 (0.58%) Azure Certification
7 5 (0.58%) CISSP
8 4 (0.46%) Microsoft Certification
9 2 (0.23%) AWS Certified Solutions Architect
9 2 (0.23%) IBM Certification
9 2 (0.23%) Numerate Degree
9 2 (0.23%) SAP Certification
10 1 (0.12%) ISTQB
10 1 (0.12%) ITIL Certification
10 1 (0.12%) OCP
10 1 (0.12%) Oracle Certification
10 1 (0.12%) TOGAF Certification
Quality Assurance & Compliance
1 158 (18.27%) Data Quality
2 40 (4.62%) QA
3 31 (3.58%) GDPR
4 15 (1.73%) SLA
5 6 (0.69%) California Consumer Privacy Act
6 5 (0.58%) Accessibility
7 2 (0.23%) Actionable Recommendations
7 2 (0.23%) IFRS
7 2 (0.23%) IFRS 17
7 2 (0.23%) ISO/IEC 20000
7 2 (0.23%) ISO/IEC 27001
7 2 (0.23%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 2 (0.23%) NIST
7 2 (0.23%) Solvency II
8 1 (0.12%) Cyber Essentials
8 1 (0.12%) EMIR
8 1 (0.12%) FATCA
8 1 (0.12%) MiFID
8 1 (0.12%) PMO
8 1 (0.12%) WCAG
System Software
1 24 (2.77%) Docker
2 7 (0.81%) Virtual Machines
3 6 (0.69%) HDFS
4 3 (0.35%) Active Directory
5 2 (0.23%) Time Sharing Option
Systems Management
1 47 (5.43%) Terraform
2 36 (4.16%) Kubernetes
3 19 (2.20%) Grafana
4 9 (1.04%) Ansible
5 7 (0.81%) Jamf Pro
6 3 (0.35%) Control-M
7 2 (0.23%) Active Directory Federation Services
8 1 (0.12%) Ganglia
8 1 (0.12%) HP Quality Center
8 1 (0.12%) Kibana
8 1 (0.12%) Oracle Enterprise Manager
8 1 (0.12%) Podman
8 1 (0.12%) Progress Chef
8 1 (0.12%) RSA Archer
Vendors
1 146 (16.88%) Microsoft
2 125 (14.45%) Oracle
3 110 (12.72%) Databricks
4 64 (7.40%) Informatica
5 52 (6.01%) Google
6 43 (4.97%) Talend
7 42 (4.86%) SAP
8 25 (2.89%) Salesforce
9 18 (2.08%) Denodo
10 16 (1.85%) Ab Initio
11 14 (1.62%) Splunk
12 10 (1.16%) ESRI
12 10 (1.16%) Foundry
12 10 (1.16%) Palantir
12 10 (1.16%) SEEBURGER
12 10 (1.16%) ServiceNow
13 8 (0.92%) Cloudera
13 8 (0.92%) Sparx
14 7 (0.81%) IBM
14 7 (0.81%) Nexthink