Data Engineer Contracts

Data Engineer
UK

The median Data Engineer daily rate in the UK is £500, according to job vacancies posted in the 6 months leading up to 6 May 2025.

The table below provides contractor rate benchmarking and summary statistics, comparing them to the same period in the previous two years.

6 months to
6 May 2025
Same period 2024 Same period 2023
Rank 83 101 115
Rank change year-on-year +18 +14 -5
Contract jobs requiring a Data Engineer 858 961 1,321
As % of all contract jobs advertised in the UK 2.93% 2.23% 2.24%
As % of the Job Titles category 3.16% 2.40% 2.36%
Number of daily rates quoted 640 750 993
10th Percentile £358 £263 £413
25th Percentile £425 £413 £475
Median daily rate (50th Percentile) £500 £500 £550
Median % change year-on-year - -9.09% -
75th Percentile £600 £600 £650
90th Percentile £700 £688 £730
UK excluding London median daily rate £463 £460 £515
% change year-on-year +0.54% -10.59% +2.90%
Number of hourly rates quoted 12 45 7
10th Percentile £25.36 £31.25 £40.50
25th Percentile £37.52 £49.25 £52.75
Median hourly rate £58.75 £65.00 £64.00
Median % change year-on-year -9.62% +1.56% +41.91%
75th Percentile £77.80 £80.00 £79.13
90th Percentile £92.25 - £85.50
UK excluding London median hourly rate £26.93 £75.00 £43.50
% change year-on-year -64.10% +72.41% -3.33%

All Contract IT Job Vacancies
UK

For comparison with the information above, the following table provides summary statistics for all contract IT job vacancies. Most job vacancies include a discernible job title that can be normalized. As such, the figures in the second row provide an indication of the number of contract jobs in our overall sample.

Contract vacancies in the UK with a recognized job title 27,127 40,034 55,895
% of contract IT jobs with a recognized job title 92.50% 92.76% 94.62%
Number of daily rates quoted 17,721 26,064 39,048
10th Percentile £300 £280 £313
25th Percentile £406 £409 £425
Median daily rate (50th Percentile) £514 £525 £540
Median % change year-on-year -2.10% -2.78% +2.86%
75th Percentile £625 £638 £650
90th Percentile £738 £750 £750
UK excluding London median daily rate £475 £490 £500
% change year-on-year -3.06% -2.00% +5.26%
Number of hourly rates quoted 1,053 2,665 1,566
10th Percentile £14.14 £12.86 £14.25
25th Percentile £18.50 £16.30 £19.11
Median hourly rate £29.00 £36.50 £45.00
Median % change year-on-year -20.55% -18.89% +90.68%
75th Percentile £62.50 £61.30 £65.75
90th Percentile £75.00 £72.50 £76.00
UK excluding London median hourly rate £28.00 £40.00 £42.00
% change year-on-year -30.00% -4.76% +115.16%

Data Engineer
Job Vacancy Trend

Job postings that featured Data Engineer in the job title as a proportion of all IT jobs advertised.

Job vacancy trend for Data Engineer in the UK

Data Engineer
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing Data Engineer.

Daily rate trend for Data Engineer in the UK

Data Engineer
Daily Rate Histogram

Daily rate distribution for jobs citing Data Engineer over the 6 months to 6 May 2025.

Daily rate histogram for Data Engineer in the UK

Data Engineer
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing Data Engineer.

Hourly rate trend for Data Engineer in the UK

Data Engineer
Hourly Rate Histogram

Hourly rate distribution of jobs citing Data Engineer over the 6 months to 6 May 2025.

Hourly rate histogram for Data Engineer in the UK

Data Engineer
Top 17 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Engineer within the UK over the 6 months to 6 May 2025. 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
England +20 745 £500 -1.96% 594
London +7 463 £525 - 308
Work from Home +27 312 £500 -3.45% 285
UK excluding London +34 299 £463 +0.54% 367
North of England +43 112 £463 +2.78% 98
North West +34 69 £463 +8.82% 46
Midlands +35 58 £461 -4.16% 37
West Midlands +32 46 £475 -9.52% 24
Scotland +23 45 £450 -0.66% 34
South East +15 37 £475 -7.32% 120
South West +8 35 £494 -3.66% 48
Yorkshire +16 27 £450 -5.26% 34
North East +14 17 £425 -10.90% 20
East of England +3 15 £315 +70.27% 28
East Midlands +10 12 £410 -8.89% 10
Wales +8 5 £206 +3.42% 4
Northern Ireland -12 1 £500 +185.71% 6

Data Engineer Skill Set
Top 30 Co-occurring Skills and Capabilities

For the 6 months to 6 May 2025, Data Engineer contract job roles required the following skills and capabilities in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads featuring Data Engineer in the job title.

1 517 (60.26%) Python
2 480 (55.94%) SQL
3 335 (39.04%) AWS
4 318 (37.06%) Azure
5 306 (35.66%) Data Pipeline
6 295 (34.38%) ETL
7 277 (32.28%) Data Engineering
8 230 (26.81%) Analytics
9 208 (24.24%) Data Modelling
10 205 (23.89%) Security Cleared
11 185 (21.56%) CI/CD
12 178 (20.75%) Databricks
13 171 (19.93%) PySpark
13 171 (19.93%) Data Warehouse
14 167 (19.46%) Finance
14 167 (19.46%) SC Cleared
15 156 (18.18%) Agile
16 146 (17.02%) Problem-Solving
17 145 (16.90%) Data Quality
18 143 (16.67%) Apache Airflow
19 138 (16.08%) Social Skills
20 136 (15.85%) DevOps
21 132 (15.38%) dbt
22 123 (14.34%) Azure Data Factory
23 116 (13.52%) Snowflake
23 116 (13.52%) Power Platform
23 116 (13.52%) Apache Spark
24 114 (13.29%) Power BI
25 113 (13.17%) Apache
26 110 (12.82%) Business Intelligence

Data Engineer Skill Set
Co-occurring Skills and Capabilities 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
1 143 (16.67%) Apache Airflow
2 116 (13.52%) Apache Spark
3 113 (13.17%) Apache
4 10 (1.17%) Confluence
4 10 (1.17%) Jupyter
5 9 (1.05%) SharePoint
6 4 (0.47%) SAS
7 3 (0.35%) ArcGIS
7 3 (0.35%) Luigi
7 3 (0.35%) R Markdown
8 2 (0.23%) Cloud Foundry
8 2 (0.23%) IBM Domino
8 2 (0.23%) Oracle Workflow
9 1 (0.12%) Anypoint
9 1 (0.12%) Drupal
9 1 (0.12%) IBM Notes
9 1 (0.12%) Mule
9 1 (0.12%) nginx
9 1 (0.12%) Oracle Application Server
Applications
1 15 (1.75%) Microsoft Excel
2 3 (0.35%) Microsoft Office
3 2 (0.23%) Microsoft PowerPoint
3 2 (0.23%) Spreadsheet
4 1 (0.12%) Adobe Captivate
4 1 (0.12%) AutoCAD
4 1 (0.12%) CATIA
Business Applications
1 7 (0.82%) Oracle EBS
2 4 (0.47%) SAP BPC
3 1 (0.12%) NetSuite
3 1 (0.12%) Oracle ERP
3 1 (0.12%) Payment Gateway
3 1 (0.12%) SAP CAR
3 1 (0.12%) SAP EWM
3 1 (0.12%) Sparx Enterprise Architect
Cloud Services
1 335 (39.04%) AWS
2 318 (37.06%) Azure
3 132 (15.38%) dbt
4 123 (14.34%) Azure Data Factory
5 116 (13.52%) Power Platform
5 116 (13.52%) Snowflake
6 103 (12.00%) Serverless
7 96 (11.19%) AWS Lambda
8 90 (10.49%) Amazon S3
9 87 (10.14%) GCP
10 74 (8.62%) Azure Synapse Analytics
11 48 (5.59%) GitHub
12 36 (4.20%) OpenShift
13 34 (3.96%) Amazon ECS
14 33 (3.85%) Azure DevOps
15 24 (2.80%) Amazon EC2
16 23 (2.68%) AWS CloudFormation
16 23 (2.68%) AWS Step Functions
17 17 (1.98%) Amazon EMR
18 15 (1.75%) Cloud Computing
Communications & Networking
1 13 (1.52%) Structured Cabling
2 6 (0.70%) SSH
3 3 (0.35%) BGP
3 3 (0.35%) SMS
3 3 (0.35%) Wi-Fi
3 3 (0.35%) Wireless
4 2 (0.23%) Cisco ISE
4 2 (0.23%) Cisco Nexus
4 2 (0.23%) DHCP
4 2 (0.23%) EIGRP
4 2 (0.23%) LAN
4 2 (0.23%) Network Security
4 2 (0.23%) OSPF
4 2 (0.23%) VXLAN
4 2 (0.23%) WAN
5 1 (0.12%) Multicast
5 1 (0.12%) NAS
5 1 (0.12%) NGFW
5 1 (0.12%) SD-WAN
5 1 (0.12%) VPN
Database & Business Intelligence
1 171 (19.93%) Data Warehouse
2 114 (13.29%) Power BI
3 100 (11.66%) Data Lake
4 81 (9.44%) Amazon Athena
5 63 (7.34%) Big Data
6 57 (6.64%) Amazon Redshift
7 53 (6.18%) SQL Server
8 51 (5.94%) Relational Database
9 48 (5.59%) NoSQL
10 46 (5.36%) PostgreSQL
11 42 (4.90%) Apache Iceberg
11 42 (4.90%) Tableau
12 40 (4.66%) Dremio
13 39 (4.55%) BigQuery
14 36 (4.20%) Azure SQL Database
15 35 (4.08%) Amazon RDS
16 33 (3.85%) Metadata
17 30 (3.50%) Hadoop
18 28 (3.26%) Apache Ignite
18 28 (3.26%) Delta Lake
Development Applications
1 51 (5.94%) Git
2 29 (3.38%) Artifactory
2 29 (3.38%) JIRA
3 26 (3.03%) GitLab
4 11 (1.28%) Jenkins
5 6 (0.70%) RStudio
5 6 (0.70%) Visual Studio
6 5 (0.58%) MLflow
7 4 (0.47%) Bitbucket
7 4 (0.47%) SQL Server Management Studio (SSMS)
7 4 (0.47%) Terragrunt
8 3 (0.35%) Atlassian Bamboo
8 3 (0.35%) SpecFlow
9 2 (0.23%) Flyway
9 2 (0.23%) Liquibase
10 1 (0.12%) Cucumber
10 1 (0.12%) Mockito
10 1 (0.12%) SonarQube
10 1 (0.12%) Team Foundation Server
10 1 (0.12%) Vagrant
General
1 167 (19.46%) Finance
2 138 (16.08%) Social Skills
3 105 (12.24%) Analytical Skills
4 95 (11.07%) Public Sector
5 56 (6.53%) Banking
6 42 (4.90%) Front Office
7 21 (2.45%) Retail
8 19 (2.21%) Investment Banking
9 11 (1.28%) Financial Institution
10 10 (1.17%) Marketing
11 9 (1.05%) Retail Banking
12 8 (0.93%) Local Government
12 8 (0.93%) Manufacturing
12 8 (0.93%) Telecoms
13 7 (0.82%) Documentation Skills
13 7 (0.82%) Inclusion and Diversity
13 7 (0.82%) Organisational Skills
13 7 (0.82%) Pharmaceutical
14 5 (0.58%) Automotive
14 5 (0.58%) Tech for Good
Libraries, Frameworks & Software Standards
1 171 (19.93%) PySpark
2 107 (12.47%) Kafka
3 28 (3.26%) J2EE
4 27 (3.15%) REST
5 26 (3.03%) Pandas
6 21 (2.45%) JSON
7 19 (2.21%) Apache NiFi
8 14 (1.63%) NumPy
9 13 (1.52%) React
10 12 (1.40%) pytest
10 12 (1.40%) YAML
11 11 (1.28%) SciPy
12 10 (1.17%) Plotly
13 9 (1.05%) .NET
13 9 (1.05%) AWS CDK
13 9 (1.05%) Web Services
14 8 (0.93%) pydantic
15 7 (0.82%) FHIR
15 7 (0.82%) Jinja
15 7 (0.82%) Spring Boot
Miscellaneous
1 28 (3.26%) Data Structures
2 25 (2.91%) Legacy Systems
3 22 (2.56%) Cloud Native
4 20 (2.33%) Onboarding
5 12 (1.40%) Data Protection Act
5 12 (1.40%) Fibre Optics
6 11 (1.28%) Greenfield Project
7 9 (1.05%) Algorithms
7 9 (1.05%) Distributed Systems
7 9 (1.05%) Reference Data
8 8 (0.93%) Distributed Computing
8 8 (0.93%) Linux Command Line
9 7 (0.82%) Data Centre
9 7 (0.82%) Hybrid Cloud
9 7 (0.82%) Management Information System
9 7 (0.82%) Renewable Energy
10 6 (0.70%) Product Ownership
10 6 (0.70%) Self-Motivation
11 5 (0.58%) N-Tier
11 5 (0.58%) Replication
Operating Systems
1 23 (2.68%) Linux
2 14 (1.63%) Unix
3 1 (0.12%) Red Hat Enterprise Linux
3 1 (0.12%) Windows
3 1 (0.12%) Windows Server
Processes & Methodologies
1 306 (35.66%) Data Pipeline
2 295 (34.38%) ETL
3 277 (32.28%) Data Engineering
4 230 (26.81%) Analytics
5 208 (24.24%) Data Modelling
6 185 (21.56%) CI/CD
7 156 (18.18%) Agile
8 146 (17.02%) Problem-Solving
9 136 (15.85%) DevOps
10 110 (12.82%) Business Intelligence
11 101 (11.77%) Data Integration
12 92 (10.72%) Visualisation
13 91 (10.61%) Data Science
13 91 (10.61%) Data Transformation
14 89 (10.37%) Migration
15 85 (9.91%) Data Governance
16 78 (9.09%) Data Ingestion
17 74 (8.62%) Machine Learning
18 67 (7.81%) Decision-Making
19 65 (7.58%) Data Migration
Programming Languages
1 517 (60.26%) Python
2 480 (55.94%) SQL
3 92 (10.72%) Java
4 45 (5.24%) Scala
5 28 (3.26%) Go
6 25 (2.91%) T-SQL
7 23 (2.68%) PL/SQL
8 17 (1.98%) Bash
9 16 (1.86%) R
10 15 (1.75%) JavaScript
11 13 (1.52%) C#
12 10 (1.17%) Shell Script
13 9 (1.05%) Data Analysis Expressions
14 6 (0.70%) PowerShell
14 6 (0.70%) SPARQL
15 4 (0.47%) TypeScript
16 3 (0.35%) ANSI SQL
16 3 (0.35%) Ruby
17 2 (0.23%) Kusto Query Language
17 2 (0.23%) Lua
Qualifications
1 205 (23.89%) Security Cleared
2 167 (19.46%) SC Cleared
3 36 (4.20%) Degree
4 35 (4.08%) DV Cleared
5 16 (1.86%) Computer Science Degree
6 13 (1.52%) Azure Certification
7 12 (1.40%) AWS Certification
8 11 (1.28%) Microsoft Certification
9 8 (0.93%) BPSS Clearance
10 7 (0.82%) AWS Certified Solutions Architect
11 5 (0.58%) MCPD
11 5 (0.58%) MCSD
12 3 (0.35%) SnowPro
13 2 (0.23%) CTC Cleared
13 2 (0.23%) Master's Degree
14 1 (0.12%) Cisco Certification
14 1 (0.12%) IBM Certification
14 1 (0.12%) ITIL Certification
Quality Assurance & Compliance
1 145 (16.90%) Data Quality
2 29 (3.38%) GDPR
3 24 (2.80%) Accessibility
3 24 (2.80%) QA
4 5 (0.58%) Disclosure Scotland
4 5 (0.58%) HIPAA
4 5 (0.58%) SLA
5 3 (0.35%) WCAG
6 2 (0.23%) ISO/IEC 27001
7 1 (0.12%) HL7
System Software
1 90 (10.49%) Docker
2 3 (0.35%) HDFS
3 2 (0.23%) Virtual Machines
4 1 (0.12%) Veritas Cluster Server
4 1 (0.12%) VirtualBox
Systems Management
1 107 (12.47%) Terraform
2 93 (10.84%) Kubernetes
3 10 (1.17%) Grafana
4 9 (1.05%) Ansible
5 5 (0.58%) Prometheus
6 4 (0.47%) Kibana
6 4 (0.47%) logstash
7 3 (0.35%) Kubeflow
8 2 (0.23%) NetBackup
8 2 (0.23%) Puppet
9 1 (0.12%) Argo
9 1 (0.12%) Oozie
9 1 (0.12%) Oracle RMAN
Vendors
1 178 (20.75%) Databricks
2 77 (8.97%) Microsoft
3 49 (5.71%) Oracle
4 38 (4.43%) Google
5 23 (2.68%) Informatica
6 22 (2.56%) Palantir
7 16 (1.86%) SAP
8 10 (1.17%) Commvault
8 10 (1.17%) Virgin Media
9 9 (1.05%) Cloudera
9 9 (1.05%) Foundry
10 8 (0.93%) Talend
11 5 (0.58%) Alteryx
11 5 (0.58%) Denodo
11 5 (0.58%) IBM
12 4 (0.47%) Atlassian
12 4 (0.47%) MicroStrategy
12 4 (0.47%) Salesforce
12 4 (0.47%) Splunk
13 3 (0.35%) ServiceNow