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 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 95 100 93
Rank change year-on-year +5 -7 -8
Contract jobs citing ETL 864 1,246 1,960
As % of all contract jobs advertised in England 2.34% 2.47% 2.76%
As % of the Processes & Methodologies category 2.70% 2.73% 3.04%
Number of daily rates quoted 658 903 1,380
10th Percentile £374 £388 £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 £638 £625 £625
90th Percentile £729 £725 £725
UK median daily rate £525 £525 £525
% change year-on-year - - +5.00%
Number of hourly rates quoted 14 17 12
10th Percentile £28.54 - £35.22
25th Percentile £35.00 £35.00 £37.25
Median hourly rate £49.50 £43.63 £45.25
Median % change year-on-year +13.45% -3.58% +19.08%
75th Percentile £53.25 £65.00 £55.00
90th Percentile £63.70 £76.50 £65.37
UK median hourly rate £49.50 £43.57 £43.25
% change year-on-year +13.62% +0.73% +13.82%

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 31,985 45,619 64,566
As % of all contract IT jobs advertised in England 86.53% 90.25% 90.78%
Number of daily rates quoted 20,974 32,022 45,804
10th Percentile £300 £325 £331
25th Percentile £413 £445 £425
Median daily rate (50th Percentile) £525 £550 £538
Median % change year-on-year -4.55% +2.33% +9.69%
75th Percentile £650 £675 £650
90th Percentile £750 £769 £749
UK median daily rate £525 £550 £525
% change year-on-year -4.55% +4.76% +8.25%
Number of hourly rates quoted 2,225 1,607 1,769
10th Percentile £12.86 £10.94 £12.50
25th Percentile £16.00 £16.31 £15.25
Median hourly rate £35.50 £37.50 £24.35
Median % change year-on-year -5.33% +54.00% +1.46%
75th Percentile £60.00 £65.00 £49.25
90th Percentile £72.50 £75.00 £63.15
UK median hourly rate £35.00 £37.34 £25.00
% change year-on-year -6.27% +49.36% -

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 27 April 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 27 April 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 27 April 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 +21 539 £525 -4.55% 195
North of England +29 102 £510 -2.86% 55
North West +24 72 £525 +12.00% 34
Midlands -10 66 £475 -12.04% 42
South East -18 55 £500 - 27
West Midlands -7 47 £438 -18.98% 28
South West 0 40 £525 +5.00% 23
Yorkshire +2 25 £488 -18.75% 18
East of England -2 20 £475 +24.59% 15
East Midlands +20 18 £513 +12.64% 14
North East +20 5 £392 -34.67% 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 75 (8.68%) Apache Spark
2 33 (3.82%) Apache
3 26 (3.01%) Apache Airflow
3 26 (3.01%) SharePoint
4 11 (1.27%) Site Server
5 7 (0.81%) Confluence
6 6 (0.69%) SAS
7 3 (0.35%) ArcGIS
8 2 (0.23%) CMS
8 2 (0.23%) IIS
9 1 (0.12%) CICS
9 1 (0.12%) JBoss
9 1 (0.12%) Jupyter
9 1 (0.12%) Luigi
9 1 (0.12%) WebLogic
9 1 (0.12%) WildFly
Applications
1 30 (3.47%) Microsoft Excel
2 27 (3.13%) MS Visio
3 15 (1.74%) Microsoft Office
4 5 (0.58%) Microsoft PowerPoint
5 4 (0.46%) Microsoft Project
6 1 (0.12%) Spreadsheet
Business Applications
1 17 (1.97%) Dynamics CRM
2 10 (1.16%) SAP S/4HANA
3 8 (0.93%) Sparx Enterprise Architect
4 4 (0.46%) SAP CO
4 4 (0.46%) SAP FI
4 4 (0.46%) SAP FI/CO
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
6 2 (0.23%) Dynamics AX
6 2 (0.23%) Oracle Procure-to-Pay
6 2 (0.23%) Salesforce CRM
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%) Oracle EBS
7 1 (0.12%) Oracle ERP
Cloud Services
1 303 (35.07%) Azure
2 221 (25.58%) AWS
3 215 (24.88%) Power Platform
4 104 (12.04%) Azure Data Factory
5 88 (10.19%) GCP
6 83 (9.61%) Serverless
7 71 (8.22%) Amazon S3
8 69 (7.99%) Snowflake
9 60 (6.94%) AWS Lambda
10 54 (6.25%) Azure Synapse Analytics
11 33 (3.82%) Azure DevOps
12 32 (3.70%) dbt
13 28 (3.24%) AWS Step Functions
14 26 (3.01%) Amazon EC2
15 22 (2.55%) Amazon EMR
16 21 (2.43%) Collibra
17 19 (2.20%) Amazon MSK
18 18 (2.08%) Amazon SQS
18 18 (2.08%) Azure Functions
19 16 (1.85%) GitHub
Communications & Networking
1 9 (1.04%) FTP
2 7 (0.81%) Internet
3 4 (0.46%) Firewall
Database & Business Intelligence
1 320 (37.04%) Data Warehouse
2 205 (23.73%) Power BI
3 148 (17.13%) SQL Server
4 102 (11.81%) SQL Server Integration Services
5 99 (11.46%) Data Lake
6 96 (11.11%) Big Data
7 77 (8.91%) Tableau
8 76 (8.80%) Amazon Redshift
9 64 (7.41%) Relational Database
10 56 (6.48%) NoSQL
11 49 (5.67%) Metadata
12 46 (5.32%) Azure SQL Database
13 42 (4.86%) PostgreSQL
14 41 (4.75%) BigQuery
15 38 (4.40%) SQL Server Reporting Services
16 36 (4.17%) SQL Server Analysis Services
17 30 (3.47%) MySQL
18 28 (3.24%) Amazon RDS
19 27 (3.13%) Hadoop
19 27 (3.13%) Parquet
Development Applications
1 44 (5.09%) Git
2 30 (3.47%) JIRA
3 20 (2.31%) Jenkins
4 13 (1.50%) ERwin
5 12 (1.39%) Selenium
6 9 (1.04%) Cucumber
6 9 (1.04%) GitLab
7 8 (0.93%) SQL Server Management Studio (SSMS)
7 8 (0.93%) webpack
8 6 (0.69%) Appium
8 6 (0.69%) JUnit
8 6 (0.69%) Postman
8 6 (0.69%) SoapUI
8 6 (0.69%) TestNG
9 5 (0.58%) eggPlant
9 5 (0.58%) REST Assured
9 5 (0.58%) SOAtest
9 5 (0.58%) WebDriver
10 4 (0.46%) ER Studio
10 4 (0.46%) Maven
General
1 208 (24.07%) Social Skills
2 156 (18.06%) Finance
3 116 (13.43%) Analytical Skills
4 60 (6.94%) Public Sector
5 50 (5.79%) Banking
6 25 (2.89%) Manufacturing
7 24 (2.78%) Pharmaceutical
8 22 (2.55%) Retail
9 20 (2.31%) Marketing
10 17 (1.97%) Telecoms
11 15 (1.74%) Presentation Skills
12 11 (1.27%) Publishing
13 8 (0.93%) Law
14 7 (0.81%) Inclusion and Diversity
15 6 (0.69%) Electronics
15 6 (0.69%) Legal
16 5 (0.58%) Influencing Skills
17 4 (0.46%) Back Office
17 4 (0.46%) Financial Institution
17 4 (0.46%) Police
Job Titles
1 297 (34.38%) Data Engineer
2 149 (17.25%) Developer
3 109 (12.62%) Architect
4 79 (9.14%) Senior
5 72 (8.33%) Data Architect
6 62 (7.18%) Azure Engineer
7 60 (6.94%) Analyst
8 59 (6.83%) Lead
9 57 (6.60%) Azure Data Engineer
10 43 (4.98%) Data Analyst
11 41 (4.75%) Business Intelligence Developer
12 38 (4.40%) Consultant
13 28 (3.24%) AWS Engineer
13 28 (3.24%) Senior Data Engineer
14 24 (2.78%) AWS Data Engineer
14 24 (2.78%) Solutions Architect
15 23 (2.66%) ETL Developer
15 23 (2.66%) Power BI Developer
16 21 (2.43%) Integration Engineer
17 20 (2.31%) Snowflake Data Engineer
Libraries, Frameworks & Software Standards
1 63 (7.29%) PySpark
2 41 (4.75%) Kafka
3 39 (4.51%) JSON
4 27 (3.13%) Apache Avro
5 25 (2.89%) XML
6 20 (2.31%) REST
7 18 (2.08%) .NET
8 12 (1.39%) JSON Schema
9 11 (1.27%) Node.js
9 11 (1.27%) Web Services
10 10 (1.16%) Middleware
10 10 (1.16%) Spring
11 9 (1.04%) React
12 8 (0.93%) Express.js
12 8 (0.93%) Redux
12 8 (0.93%) SAML
13 6 (0.69%) ARM Templates
13 6 (0.69%) Oracle Fusion
13 6 (0.69%) RESTful
13 6 (0.69%) SQLAlchemy
Miscellaneous
1 37 (4.28%) Data Structures
2 24 (2.78%) Onboarding
3 23 (2.66%) Management Information System
4 16 (1.85%) Legacy Systems
4 16 (1.85%) Reference Data
5 14 (1.62%) Self-Motivation
6 13 (1.50%) Product Ownership
7 12 (1.39%) Algorithms
8 11 (1.27%) Greenfield Project
9 8 (0.93%) Cloud Native
9 8 (0.93%) Data Protection Act
10 7 (0.81%) Renewable Energy
11 6 (0.69%) Data Centre
11 6 (0.69%) Hedge funds
11 6 (0.69%) Smart Meter
12 5 (0.58%) Analytical Mindset
12 5 (0.58%) FMCG
12 5 (0.58%) Public Cloud
12 5 (0.58%) Social Media
13 4 (0.46%) Life Science
Operating Systems
1 33 (3.82%) Unix
2 23 (2.66%) Linux
3 15 (1.74%) Windows
4 5 (0.58%) zOS
5 2 (0.23%) VMS
6 1 (0.12%) Windows Server
Processes & Methodologies
1 341 (39.47%) Data Modelling
2 292 (33.80%) Business Intelligence
3 244 (28.24%) Analytics
4 182 (21.06%) Data Pipeline
5 159 (18.40%) Agile
6 152 (17.59%) Data Integration
7 140 (16.20%) Migration
8 139 (16.09%) Data Engineering
9 114 (13.19%) Problem-Solving
10 113 (13.08%) DevOps
11 110 (12.73%) Visualisation
12 106 (12.27%) Data Migration
13 102 (11.81%) Data Governance
14 100 (11.57%) CI/CD
15 91 (10.53%) Data Analysis
16 78 (9.03%) Data Science
17 74 (8.56%) Data Architecture
18 73 (8.45%) Data Analytics
19 72 (8.33%) Data Management
20 64 (7.41%) Data Ingestion
Programming Languages
1 486 (56.25%) SQL
2 306 (35.42%) Python
3 100 (11.57%) Java
4 73 (8.45%) T-SQL
5 49 (5.67%) Scala
6 41 (4.75%) C#
7 34 (3.94%) PL/SQL
8 30 (3.47%) PowerShell
9 24 (2.78%) Shell Script
10 22 (2.55%) Data Analysis Expressions
11 14 (1.62%) R
12 13 (1.50%) JavaScript
13 11 (1.27%) Korn
14 7 (0.81%) Search Processing Language
15 4 (0.46%) Go
15 4 (0.46%) VB
16 3 (0.35%) C++
16 3 (0.35%) COBOL
16 3 (0.35%) Perl
16 3 (0.35%) REXX
Qualifications
1 135 (15.63%) Security Cleared
2 118 (13.66%) SC Cleared
3 60 (6.94%) Degree
4 26 (3.01%) Computer Science Degree
5 10 (1.16%) BPSS Clearance
5 10 (1.16%) DV Cleared
6 6 (0.69%) AWS Certification
6 6 (0.69%) Azure Certification
7 5 (0.58%) CISSP
7 5 (0.58%) Master's Degree
8 2 (0.23%) AWS Certified Solutions Architect
8 2 (0.23%) IBM Certification
8 2 (0.23%) Microsoft Certification
8 2 (0.23%) Numerate Degree
8 2 (0.23%) SAP Certification
8 2 (0.23%) Tableau Certification
9 1 (0.12%) ISEB
9 1 (0.12%) ITIL Certification
9 1 (0.12%) OCP
9 1 (0.12%) TOGAF Certification
Quality Assurance & Compliance
1 166 (19.21%) Data Quality
2 45 (5.21%) QA
3 29 (3.36%) GDPR
4 16 (1.85%) SLA
5 6 (0.69%) California Consumer Privacy Act
6 5 (0.58%) Accessibility
7 3 (0.35%) IFRS
7 3 (0.35%) ISO/IEC 20000
8 2 (0.23%) Actionable Recommendations
8 2 (0.23%) IFRS 17
8 2 (0.23%) ISO/IEC 27001
8 2 (0.23%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
8 2 (0.23%) NIST
8 2 (0.23%) Solvency II
9 1 (0.12%) Cyber Essentials
9 1 (0.12%) EMIR
9 1 (0.12%) FATCA
9 1 (0.12%) GRC
9 1 (0.12%) PMO
9 1 (0.12%) WCAG
System Software
1 23 (2.66%) Docker
2 7 (0.81%) HDFS
3 5 (0.58%) Virtual Machines
4 3 (0.35%) Active Directory
5 2 (0.23%) Oracle RAC
5 2 (0.23%) Time Sharing Option
6 1 (0.12%) Apache ZooKeeper
Systems Management
1 34 (3.94%) Terraform
2 30 (3.47%) Kubernetes
3 11 (1.27%) Grafana
4 6 (0.69%) Ansible
5 3 (0.35%) Control-M
6 2 (0.23%) Active Directory Federation Services
7 1 (0.12%) Ganglia
7 1 (0.12%) Hadoop YARN
7 1 (0.12%) HP Quality Center
7 1 (0.12%) Jamf Pro
7 1 (0.12%) Kibana
7 1 (0.12%) Oracle Enterprise Manager
7 1 (0.12%) Progress Chef
7 1 (0.12%) RSA Archer
Vendors
1 140 (16.20%) Microsoft
2 134 (15.51%) Oracle
3 112 (12.96%) Databricks
4 68 (7.87%) Informatica
5 48 (5.56%) Google
6 46 (5.32%) SAP
7 41 (4.75%) Talend
8 21 (2.43%) Salesforce
9 14 (1.62%) Ab Initio
10 13 (1.50%) ESRI
11 11 (1.27%) Denodo
12 10 (1.16%) Foundry
12 10 (1.16%) Palantir
12 10 (1.16%) ServiceNow
12 10 (1.16%) Splunk
13 8 (0.93%) Cloudera
13 8 (0.93%) SEEBURGER
13 8 (0.93%) Sparx
14 6 (0.69%) Cadence
14 6 (0.69%) Teradata