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 30 April 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
30 Apr 2025
Same period 2024 Same period 2023
Rank 81 102 113
Rank change year-on-year +21 +11 -4
Contract jobs requiring a Data Engineer 858 963 1,354
As % of all contract jobs advertised in the UK 2.93% 2.21% 2.27%
As % of the Job Titles category 3.17% 2.38% 2.40%
Number of daily rates quoted 640 747 1,015
10th Percentile £358 £263 £414
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 £725
UK excluding London median daily rate £463 £453 £515
% change year-on-year +2.10% -12.04% +3.00%
Number of hourly rates quoted 12 45 8
10th Percentile £25.36 £31.25 £35.70
25th Percentile £37.52 £49.25 £41.63
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 £77.44
90th Percentile £92.25 - £84.75
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 27,050 40,453 56,471
% of contract IT jobs with a recognized job title 92.52% 92.79% 94.61%
Number of daily rates quoted 17,687 26,352 39,474
10th Percentile £300 £275 £313
25th Percentile £406 £409 £425
Median daily rate (50th Percentile) £515 £525 £540
Median % change year-on-year -1.90% -2.78% +2.86%
75th Percentile £625 £638 £650
90th Percentile £738 £750 £750
UK excluding London median daily rate £475 £493 £500
% change year-on-year -3.55% -1.50% +5.26%
Number of hourly rates quoted 1,031 2,658 1,569
10th Percentile £14.20 £12.86 £14.29
25th Percentile £18.51 £16.30 £19.50
Median hourly rate £29.07 £36.00 £45.00
Median % change year-on-year -19.25% -20.00% +91.86%
75th Percentile £62.50 £60.75 £65.75
90th Percentile £75.00 £72.50 £75.75
UK excluding London median hourly rate £28.75 £38.50 £42.50
% change year-on-year -25.32% -9.41% +117.95%

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 30 April 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 30 April 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 30 April 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 +17 739 £500 -1.96% 545
London +11 455 £525 - 300
Work from Home +33 313 £500 -4.53% 325
UK excluding London +36 301 £463 +2.10% 262
North of England +48 109 £463 +2.78% 82
North West +33 68 £463 +8.82% 44
Midlands +35 57 £468 +1.08% 25
West Midlands +31 45 £488 -4.88% 20
Scotland +23 45 £450 -0.66% 21
South East +23 38 £475 -7.32% 65
South West +17 36 £500 -2.44% 51
Yorkshire +11 26 £450 -5.26% 25
North East +14 15 £450 -5.66% 14
East of England +8 15 £315 +70.27% 12
East Midlands +8 12 £399 -11.39% 5
Wales +8 9 £463 +131.83% 5
Northern Ireland -13 1 £500 +185.71% 4

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

For the 6 months to 30 April 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
2 481 (56.06%) SQL
3 327 (38.11%) AWS
4 321 (37.41%) Azure
5 298 (34.73%) Data Pipeline
6 297 (34.62%) ETL
7 276 (32.17%) Data Engineering
8 231 (26.92%) Analytics
9 207 (24.13%) Data Modelling
10 206 (24.01%) Security Cleared
11 185 (21.56%) Databricks
11 185 (21.56%) CI/CD
12 173 (20.16%) PySpark
13 171 (19.93%) SC Cleared
13 171 (19.93%) Data Warehouse
14 166 (19.35%) Finance
15 158 (18.41%) Agile
16 145 (16.90%) Data Quality
17 142 (16.55%) Problem-Solving
18 139 (16.20%) DevOps
19 136 (15.85%) Apache Airflow
20 135 (15.73%) Social Skills
21 126 (14.69%) Azure Data Factory
21 126 (14.69%) dbt
22 117 (13.64%) Power Platform
23 116 (13.52%) Apache Spark
24 115 (13.40%) Power BI
25 114 (13.29%) Apache
26 111 (12.94%) Business Intelligence
27 109 (12.70%) Snowflake

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
1 136 (15.85%) Apache Airflow
2 116 (13.52%) Apache Spark
3 114 (13.29%) Apache
4 11 (1.28%) Confluence
5 9 (1.05%) Jupyter
5 9 (1.05%) SharePoint
6 5 (0.58%) 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%) 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
1 327 (38.11%) AWS
2 321 (37.41%) Azure
3 126 (14.69%) Azure Data Factory
3 126 (14.69%) dbt
4 117 (13.64%) Power Platform
5 109 (12.70%) Snowflake
6 104 (12.12%) Serverless
7 96 (11.19%) AWS Lambda
8 91 (10.61%) Amazon S3
9 85 (9.91%) GCP
10 72 (8.39%) 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 Step Functions
17 22 (2.56%) AWS CloudFormation
18 17 (1.98%) Amazon EMR
19 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
2 115 (13.40%) Power BI
3 99 (11.54%) Data Lake
4 81 (9.44%) Amazon Athena
5 65 (7.58%) Big Data
6 57 (6.64%) Amazon Redshift
7 53 (6.18%) SQL Server
8 51 (5.94%) Relational Database
9 48 (5.59%) PostgreSQL
10 47 (5.48%) NoSQL
11 42 (4.90%) Apache Iceberg
11 42 (4.90%) Tableau
12 40 (4.66%) Dremio
13 38 (4.43%) Azure SQL Database
14 37 (4.31%) BigQuery
15 36 (4.20%) Amazon RDS
16 32 (3.73%) Metadata
17 31 (3.61%) Hadoop
18 28 (3.26%) Apache Arrow
18 28 (3.26%) Apache Ignite
Development Applications
1 51 (5.94%) Git
2 30 (3.50%) JIRA
3 29 (3.38%) Artifactory
4 27 (3.15%) GitLab
5 12 (1.40%) Jenkins
6 6 (0.70%) RStudio
6 6 (0.70%) Visual Studio
7 5 (0.58%) Bitbucket
7 5 (0.58%) MLflow
8 4 (0.47%) SQL Server Management Studio (SSMS)
8 4 (0.47%) Terragrunt
9 3 (0.35%) Atlassian Bamboo
9 3 (0.35%) SpecFlow
10 2 (0.23%) Flyway
10 2 (0.23%) Liquibase
11 1 (0.12%) Cucumber
11 1 (0.12%) Mockito
11 1 (0.12%) SonarQube
11 1 (0.12%) Team Foundation Server
11 1 (0.12%) Vagrant
General
1 166 (19.35%) Finance
2 135 (15.73%) Social Skills
3 104 (12.12%) Analytical Skills
4 96 (11.19%) Public Sector
5 58 (6.76%) Banking
6 43 (5.01%) Front Office
7 23 (2.68%) Retail
8 20 (2.33%) 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
13 7 (0.82%) Documentation Skills
13 7 (0.82%) Pharmaceutical
13 7 (0.82%) Telecoms
14 6 (0.70%) Inclusion and Diversity
14 6 (0.70%) Organisational Skills
15 5 (0.58%) Automotive
15 5 (0.58%) Tech for Good
Libraries, Frameworks & Software Standards
1 173 (20.16%) 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 18 (2.10%) 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 29 (3.38%) Data Structures
2 25 (2.91%) Legacy Systems
3 22 (2.56%) Cloud Native
4 20 (2.33%) Onboarding
5 12 (1.40%) Fibre Optics
6 11 (1.28%) Data Protection Act
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%) Linux Command Line
8 8 (0.93%) Product Ownership
9 7 (0.82%) Data Centre
9 7 (0.82%) Distributed Computing
9 7 (0.82%) Hybrid Cloud
9 7 (0.82%) Management Information System
9 7 (0.82%) Renewable Energy
10 5 (0.58%) N-Tier
10 5 (0.58%) Replication
10 5 (0.58%) Self-Motivation
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
1 298 (34.73%) Data Pipeline
2 297 (34.62%) ETL
3 276 (32.17%) Data Engineering
4 231 (26.92%) Analytics
5 207 (24.13%) Data Modelling
6 185 (21.56%) CI/CD
7 158 (18.41%) Agile
8 142 (16.55%) Problem-Solving
9 139 (16.20%) DevOps
10 111 (12.94%) Business Intelligence
11 100 (11.66%) Data Integration
12 91 (10.61%) Visualisation
13 90 (10.49%) Data Science
13 90 (10.49%) Data Transformation
14 89 (10.37%) Migration
15 82 (9.56%) Data Governance
16 76 (8.86%) Data Ingestion
17 73 (8.51%) Machine Learning
18 64 (7.46%) Data Migration
18 64 (7.46%) Decision-Making
Programming Languages
1 517 (60.26%) Python
2 481 (56.06%) SQL
3 93 (10.84%) Java
4 49 (5.71%) Scala
5 28 (3.26%) Go
6 25 (2.91%) T-SQL
7 24 (2.80%) PL/SQL
8 18 (2.10%) 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%) Ruby
15 4 (0.47%) TypeScript
16 3 (0.35%) ANSI SQL
17 2 (0.23%) Kusto Query Language
17 2 (0.23%) Lua
Qualifications
1 206 (24.01%) Security Cleared
2 171 (19.93%) SC Cleared
3 37 (4.31%) Degree
4 33 (3.85%) DV Cleared
5 17 (1.98%) Computer Science Degree
6 12 (1.40%) AWS Certification
6 12 (1.40%) Azure Certification
7 11 (1.28%) Microsoft Certification
8 7 (0.82%) AWS Certified Solutions Architect
8 7 (0.82%) BPSS Clearance
9 5 (0.58%) MCPD
9 5 (0.58%) MCSD
10 3 (0.35%) Master's Degree
11 2 (0.23%) CTC Cleared
11 2 (0.23%) SnowPro
12 1 (0.12%) Cisco Certification
12 1 (0.12%) IBM Certification
12 1 (0.12%) ITIL Certification
Quality Assurance & Compliance
1 145 (16.90%) Data Quality
2 29 (3.38%) GDPR
3 24 (2.80%) QA
4 23 (2.68%) Accessibility
5 5 (0.58%) Disclosure Scotland
5 5 (0.58%) HIPAA
5 5 (0.58%) SLA
6 3 (0.35%) WCAG
7 2 (0.23%) ISO/IEC 27001
8 1 (0.12%) HL7
System Software
1 90 (10.49%) Docker
2 4 (0.47%) HDFS
3 2 (0.23%) Virtual Machines
4 1 (0.12%) Veritas Cluster Server
4 1 (0.12%) VirtualBox
Systems Management
1 108 (12.59%) Terraform
2 95 (11.07%) Kubernetes
3 11 (1.28%) Ansible
3 11 (1.28%) Grafana
4 5 (0.58%) Prometheus
5 4 (0.47%) Kibana
5 4 (0.47%) logstash
6 2 (0.23%) Kubeflow
6 2 (0.23%) NetBackup
6 2 (0.23%) Puppet
7 1 (0.12%) Argo
7 1 (0.12%) Oozie
7 1 (0.12%) Oracle RMAN
Vendors
1 185 (21.56%) Databricks
2 77 (8.97%) Microsoft
3 50 (5.83%) Oracle
4 37 (4.31%) Google
5 24 (2.80%) Informatica
6 20 (2.33%) 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
9 9 (1.05%) Talend
10 6 (0.70%) Denodo
10 6 (0.70%) IBM
11 5 (0.58%) Alteryx
12 4 (0.47%) Atlassian
12 4 (0.47%) MicroStrategy
12 4 (0.47%) Salesforce
12 4 (0.47%) Splunk
13 3 (0.35%) Red Hat