Data Engineer Contract Job Trends

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 8 October 2026.

The table below compares current contractor rates and summary statistics with the previous two years.

6 months to
8 Oct 2026
Same period 2025 Same period 2024
Rank 69 128 96
Rank change year-on-year +59 -32 +36
Contract jobs requiring a Data Engineer 1,896 739 904
As % of all contract jobs in the UK 3.48% 2.24% 2.39%
As % of the Job Titles category 3.78% 2.46% 2.57%
Number of daily rates quoted 1,263 529 632
10th Percentile £375 £362 £363
25th Percentile £425 £413 £450
Median daily rate (50th Percentile) £500 £500 £525
Median % change year-on-year - -4.76% -4.55%
75th Percentile £600 £588 £625
90th Percentile £675 £694 £688
UK excluding London median daily rate £486 £475 £500
% change year-on-year +2.32% -5.00% -4.76%
Number of hourly rates quoted 64 13 7
10th Percentile £21.25 £25.34 £49.25
25th Percentile £30.96 £35.25 £54.63
Median hourly rate £44.75 £52.50 £80.00
Median % change year-on-year -14.76% -34.38% +29.55%
75th Percentile £68.00 £80.00 £97.50
90th Percentile £70.00 £105.50 -
UK excluding London median hourly rate £45.00 £27.00 £70.00
% change year-on-year +66.67% -61.43% +22.81%

All Contract IT Job Roles
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 50,211 30,029 35,202
% of contract IT jobs with a recognized job title 92.06% 90.85% 92.99%
Number of daily rates quoted 29,500 18,931 21,295
10th Percentile £325 £276 £300
25th Percentile £425 £400 £413
Median daily rate (50th Percentile) £525 £500 £525
Median % change year-on-year +5.00% -4.76% -0.94%
75th Percentile £638 £623 £638
90th Percentile £737 £725 £738
UK excluding London median daily rate £500 £475 £495
% change year-on-year +5.26% -4.04% -1.00%
Number of hourly rates quoted 4,030 1,622 1,502
10th Percentile £14.36 £13.75 £14.86
25th Percentile £19.40 £17.30 £20.50
Median hourly rate £41.71 £25.15 £42.50
Median % change year-on-year +65.84% -40.82% -4.49%
75th Percentile £67.50 £51.19 £65.00
90th Percentile £78.78 £68.52 £74.86
UK excluding London median hourly rate £41.71 £25.08 £43.00
% change year-on-year +66.34% -41.69% -3.37%

Data Engineer
Job Vacancy Trend

Historical trend showing the proportion of contract IT job postings featuring 'Data Engineer' in the job title relative to all contract IT jobs advertised.

Data Engineer job vacancy trend in the UK

Data Engineer
Daily Rate Trend

Contractor daily rate distribution trend for Data Engineer job vacancies in the UK.

Contractor daily rate distribution trend for Data Engineer job vacancies in the UK

Data Engineer
Daily Rate Histogram

Daily rate distribution for jobs citing Data Engineer over the 6 months to 8 October 2026.

Daily rate histogram for Data Engineer in the UK

Data Engineer
Hourly Rate Trend

Contractor hourly rate distribution trend for Data Engineer job vacancies in the UK.

Contractor hourly rate distribution trend for Data Engineer job vacancies in the UK

Data Engineer
Hourly Rate Histogram

Hourly rate distribution of jobs citing Data Engineer over the 6 months to 8 October 2026.

Hourly rate histogram for Data Engineer in the UK

Data Engineer
Top 18 Contract Job 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 8 October 2026. 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 +63 1,646 £500 -2.44% 1,674
UK excluding London +93 847 £486 +2.32% 862
London +30 830 £525 - 920
Work from Home +38 553 £500 +2.56% 711
Midlands +70 317 £469 -1.26% 106
West Midlands +55 235 £469 -6.20% 74
North of England +36 203 £525 +10.53% 283
South East +22 120 £459 -0.76% 211
South West +32 119 £525 +2.44% 84
North West +28 109 £525 +23.53% 144
East Midlands +42 82 £388 -16.22% 32
Yorkshire +3 75 £510 -0.49% 80
Scotland +7 72 £519 +15.28% 84
East of England -3 36 £545 -12.80% 41
North East -27 20 £480 +15.32% 60
Wales +2 17 £531 +7.32% 21
Northern Ireland +9 1 - - 36
Channel Islands - 1 - -

Data Engineer Skill Set
Top 30 Co-Occurring Skills & Capabilities

For the 6 months to 8 October 2026, Data Engineer contract job roles required the following skills and capabilities in order of popularity. The figures indicate the absolute number of co-occurrences and as a proportion of all contract job ads featuring Data Engineer in the job title.

1 943 (49.74%) SQL
2 841 (44.36%) Python
3 815 (42.99%) Data Pipeline
4 763 (40.24%) Data Engineering
5 658 (34.70%) Data Modelling
6 650 (34.28%) ETL
7 641 (33.81%) Analytics
8 589 (31.07%) Azure
9 585 (30.85%) AWS
10 482 (25.42%) Data Quality
11 477 (25.16%) Security Cleared
12 454 (23.95%) CI/CD
13 409 (21.57%) Databricks
14 407 (21.47%) SC Cleared
15 334 (17.62%) Agile
16 323 (17.04%) AI
17 316 (16.67%) Data Warehouse
18 313 (16.51%) DevOps
19 305 (16.09%) Migration
20 290 (15.30%) Business Intelligence
21 262 (13.82%) PySpark
22 259 (13.66%) Data Transformation
23 254 (13.40%) Validation
24 248 (13.08%) Data Governance
24 248 (13.08%) Data Integration
25 245 (12.92%) Microsoft
26 240 (12.66%) Power Platform
27 238 (12.55%) dbt
27 238 (12.55%) Snowflake
28 232 (12.24%) Power BI

Data Engineer Skill Set
Co-Occurring Skills & Capabilities by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 215 (11.34%) Apache Airflow
2 163 (8.60%) Apache Spark
3 149 (7.86%) Apache
4 47 (2.48%) Confluence
5 41 (2.16%) SAS
6 17 (0.90%) Palantir Foundry
7 15 (0.79%) SharePoint
8 14 (0.74%) Jupyter
9 3 (0.16%) Apache Superset
9 3 (0.16%) Microsoft Exchange
10 2 (0.11%) ArcGIS
10 2 (0.11%) CMS
10 2 (0.11%) PowerExchange
11 1 (0.053%) Apache Pulsar
11 1 (0.053%) Liferay
11 1 (0.053%) Luigi
11 1 (0.053%) nginx
11 1 (0.053%) Oracle Workflow
Applications
1 19 (1.00%) Microsoft Excel
2 8 (0.42%) Spreadsheet
3 4 (0.21%) Chatbot
4 2 (0.11%) Notepad++
5 1 (0.053%) Microsoft Office
5 1 (0.053%) Microsoft PowerPoint
Business Applications
1 13 (0.69%) Aladdin
2 7 (0.37%) Dynamics CRM
3 6 (0.32%) NetSuite
4 5 (0.26%) Infor LN
4 5 (0.26%) Sage X3
4 5 (0.26%) SAP S/4HANA
5 4 (0.21%) Sparx Enterprise Architect
6 3 (0.16%) Oracle EBS
7 2 (0.11%) FIS Private Capital Suite
7 2 (0.11%) Maximo
7 2 (0.11%) SAP BPC
7 2 (0.11%) SAP Oil and Gas
7 2 (0.11%) SimCorp Dimension
8 1 (0.053%) BambooHR
8 1 (0.053%) Markit EDM
8 1 (0.053%) MIS ActiveH
8 1 (0.053%) Oracle Retail
8 1 (0.053%) Raiser’s Edge
8 1 (0.053%) SAP CAR
8 1 (0.053%) SAP EWM
Cloud Services
1 589 (31.07%) Azure
2 585 (30.85%) AWS
3 240 (12.66%) Power Platform
4 238 (12.55%) dbt
4 238 (12.55%) Snowflake
5 216 (11.39%) Azure Data Factory
6 203 (10.71%) GCP
7 170 (8.97%) Amazon S3
8 131 (6.91%) Serverless
9 122 (6.43%) Azure DevOps
10 117 (6.17%) AWS Lambda
11 116 (6.12%) Azure Synapse Analytics
12 110 (5.80%) GitHub
13 69 (3.64%) Azure Databricks
14 61 (3.22%) Amazon EMR
15 45 (2.37%) GitHub Actions
16 41 (2.16%) Amazon CloudWatch
17 33 (1.74%) AWS Step Functions
18 30 (1.58%) Amazon Kinesis
19 28 (1.48%) AWS CloudFormation
Communications & Networking
1 21 (1.11%) DNS
2 20 (1.05%) BGP
2 20 (1.05%) DMZ
2 20 (1.05%) Multicast
2 20 (1.05%) VPN
3 8 (0.42%) Firewall
4 5 (0.26%) Intrusion Detection
5 4 (0.21%) Wi-Fi
5 4 (0.21%) Wireless
6 2 (0.11%) HTTP
6 2 (0.11%) PuTTY
6 2 (0.11%) Structured Cabling
6 2 (0.11%) WinSCP
7 1 (0.053%) Cisco IPT
7 1 (0.053%) LTE
7 1 (0.053%) MQTT
7 1 (0.053%) Network Security
7 1 (0.053%) TCP/IP
7 1 (0.053%) tcpdump
7 1 (0.053%) Wireshark
Database & Business Intelligence
1 316 (16.67%) Data Warehouse
2 232 (12.24%) Power BI
3 163 (8.60%) Data Lake
4 137 (7.23%) Metadata
5 105 (5.54%) BigQuery
6 98 (5.17%) Amazon Redshift
7 87 (4.59%) Delta Lake
8 83 (4.38%) Amazon Athena
9 75 (3.96%) Big Data
10 70 (3.69%) SQL Server
11 65 (3.43%) PostgreSQL
12 64 (3.38%) Pentaho
13 56 (2.95%) Relational Database
13 56 (2.95%) Snowflake Schema
14 51 (2.69%) NoSQL
15 46 (2.43%) Tableau
16 43 (2.27%) Oracle Database
17 42 (2.22%) Azure SQL Database
18 41 (2.16%) Amazon RDS
18 41 (2.16%) SQL Server Integration Services
Development Applications
1 174 (9.18%) Git
2 104 (5.49%) GitLab
3 62 (3.27%) JIRA
4 31 (1.64%) Jenkins
5 20 (1.05%) MLflow
6 10 (0.53%) Artifactory
7 8 (0.42%) Bitbucket
7 8 (0.42%) Postman
8 6 (0.32%) Selenium
8 6 (0.32%) SonarQube
9 4 (0.21%) Claude Code
10 3 (0.16%) Atlassian Bamboo
10 3 (0.16%) ERwin
10 3 (0.16%) Newman
10 3 (0.16%) SQL Server Management Studio (SSMS)
11 2 (0.11%) CircleCI
11 2 (0.11%) RStudio
11 2 (0.11%) Terragrunt
11 2 (0.11%) Yeoman
12 1 (0.053%) ER Studio
General
1 309 (16.30%) Social Skills
2 291 (15.35%) Finance
3 217 (11.45%) Analytical Skills
4 169 (8.91%) Public Sector
5 123 (6.49%) Banking
6 33 (1.74%) Marketing
7 31 (1.64%) Retail
8 27 (1.42%) Inclusion and Diversity
9 24 (1.27%) Front Office
9 24 (1.27%) Investment Banking
10 23 (1.21%) Aerospace
10 23 (1.21%) Automotive
11 17 (0.90%) Law
11 17 (0.90%) Pharmaceutical
12 16 (0.84%) Manufacturing
13 15 (0.79%) Documentation Skills
13 15 (0.79%) Telecoms
14 14 (0.74%) Military
14 14 (0.74%) Police
15 13 (0.69%) Legal
Libraries, Frameworks & Software Standards
1 262 (13.82%) PySpark
2 195 (10.28%) Terraform
3 130 (6.86%) Kafka
4 40 (2.11%) REST
5 30 (1.58%) JSON
6 26 (1.37%) Pandas
7 23 (1.21%) XML
8 18 (0.95%) LangChain
9 17 (0.90%) Spring
9 17 (0.90%) Spring Boot
10 16 (0.84%) Great Expectations
11 14 (0.74%) pytest
11 14 (0.74%) RESTful
12 13 (0.69%) Apache Beam
12 13 (0.69%) Apache NiFi
12 13 (0.69%) PyTorch
13 12 (0.63%) Streamlit
14 11 (0.58%) React
15 10 (0.53%) LangGraph
15 10 (0.53%) Microsoft Graph
Miscellaneous
1 154 (8.12%) Cloud Native
2 65 (3.43%) Data Structures
3 60 (3.16%) Legacy Systems
4 54 (2.85%) Onboarding
5 31 (1.64%) AI Agents
6 26 (1.37%) Product Ownership
7 25 (1.32%) Distributed Systems
8 20 (1.05%) Algorithms
9 19 (1.00%) Management Information System
10 18 (0.95%) Greenfield Project
10 18 (0.95%) Reference Data
11 15 (0.79%) NHS
11 15 (0.79%) Reinsurance
12 12 (0.63%) Data Protection Act
12 12 (0.63%) Enterprise Software
12 12 (0.63%) Virtual Team
13 11 (0.58%) Derivative
14 10 (0.53%) Data Fabric
14 10 (0.53%) Distributed Computing
15 9 (0.47%) Life Science
Operating Systems
1 45 (2.37%) Unix
2 38 (2.00%) Linux
3 3 (0.16%) Windows
4 2 (0.11%) Ubuntu
5 1 (0.053%) Robot Operating System
5 1 (0.053%) VMS
5 1 (0.053%) Windows Server
Processes & Methodologies
1 815 (42.99%) Data Pipeline
2 763 (40.24%) Data Engineering
3 658 (34.70%) Data Modelling
4 650 (34.28%) ETL
5 641 (33.81%) Analytics
6 454 (23.95%) CI/CD
7 334 (17.62%) Agile
8 323 (17.04%) AI
9 313 (16.51%) DevOps
10 305 (16.09%) Migration
11 290 (15.30%) Business Intelligence
12 259 (13.66%) Data Transformation
13 254 (13.40%) Validation
14 248 (13.08%) Data Governance
14 248 (13.08%) Data Integration
15 194 (10.23%) Problem-Solving
16 192 (10.13%) Machine Learning
17 174 (9.18%) Lakehouse
18 173 (9.12%) Data Science
19 171 (9.02%) Infrastructure as Code
Programming Languages
1 943 (49.74%) SQL
2 841 (44.36%) Python
3 99 (5.22%) Java
4 73 (3.85%) Scala
5 44 (2.32%) PL/SQL
6 35 (1.85%) T-SQL
7 33 (1.74%) Data Analysis Expressions
8 30 (1.58%) PowerShell
9 23 (1.21%) Shell Script
10 21 (1.11%) JavaScript
11 20 (1.05%) Bash
12 18 (0.95%) R
13 12 (0.63%) Bicep
14 10 (0.53%) Go
15 7 (0.37%) TypeScript
16 6 (0.32%) C#
17 5 (0.26%) Korn
18 3 (0.16%) COBOL
18 3 (0.16%) Kusto Query Language
19 2 (0.11%) Cypher
Qualifications
1 477 (25.16%) Security Cleared
2 407 (21.47%) SC Cleared
3 59 (3.11%) BPSS Clearance
4 41 (2.16%) Degree
5 39 (2.06%) DV Cleared
6 25 (1.32%) Azure Certification
7 19 (1.00%) Computer Science Degree
8 16 (0.84%) AWS Certification
9 9 (0.47%) AWS Certified Cloud Practitioner
10 8 (0.42%) DBS Check
10 8 (0.42%) Master's Degree
11 7 (0.37%) CISM
11 7 (0.37%) CISSP
11 7 (0.37%) SnowPro
12 5 (0.26%) CEH
13 4 (0.21%) City & Guilds
14 3 (0.16%) Microsoft Certification
15 1 (0.053%) CISA
15 1 (0.053%) PMI Certification
15 1 (0.053%) PMP
Quality Assurance & Compliance
1 482 (25.42%) Data Quality
2 79 (4.17%) QA
3 34 (1.79%) GDPR
4 16 (0.84%) Accessibility
5 9 (0.47%) ISO/IEC 27001
6 6 (0.32%) Disclosure Scotland
6 6 (0.32%) FATCA
7 5 (0.26%) HIPAA
7 5 (0.26%) Sarbanes-Oxley
7 5 (0.26%) SLA
8 3 (0.16%) MiFID
9 2 (0.11%) California Consumer Privacy Act
9 2 (0.11%) EMIR
9 2 (0.11%) GRC
9 2 (0.11%) SNOMED CT
9 2 (0.11%) SOC 2
10 1 (0.053%) IFRS
10 1 (0.053%) IFRS 17
10 1 (0.053%) IFRS 9
10 1 (0.053%) PMO
System Software
1 101 (5.33%) Docker
2 3 (0.16%) Active Directory
3 1 (0.053%) HDFS
3 1 (0.053%) Virtual Machines
Systems Management
1 92 (4.85%) Kubernetes
2 31 (1.64%) Grafana
3 22 (1.16%) Ansible
4 14 (0.74%) Kibana
5 13 (0.69%) Control-M
6 5 (0.26%) Prometheus
7 3 (0.16%) logstash
8 2 (0.11%) Puppet
9 1 (0.053%) Progress Chef
Vendors
1 409 (21.57%) Databricks
2 245 (12.92%) Microsoft
3 151 (7.96%) Oracle
4 94 (4.96%) Informatica
5 91 (4.80%) Google
6 84 (4.43%) Talend
7 38 (2.00%) Denodo
8 36 (1.90%) Salesforce
9 29 (1.53%) Palantir
10 26 (1.37%) SAP
11 25 (1.32%) Foundry
12 20 (1.05%) Cisco
12 20 (1.05%) F5
13 15 (0.79%) Splunk
14 10 (0.53%) OpenAI
15 9 (0.47%) Bloomberg
16 8 (0.42%) Sage
17 7 (0.37%) Alteryx
17 7 (0.37%) IBM
17 7 (0.37%) InterSystems