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 16 October 2026.

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

6 months to
16 Oct 2026
Same period 2025 Same period 2024
Rank 72 125 99
Rank change year-on-year +53 -26 +32
Contract jobs requiring a Data Engineer 1,906 749 893
As % of all contract jobs in the UK 3.45% 2.25% 2.37%
As % of the Job Titles category 3.75% 2.48% 2.55%
Number of daily rates quoted 1,267 531 621
10th Percentile £375 £361 £363
25th Percentile £425 £413 £450
Median daily rate (50th Percentile) £500 £500 £530
Median % change year-on-year - -5.66% -3.64%
75th Percentile £600 £588 £625
90th Percentile £675 £694 £688
UK excluding London median daily rate £485 £475 £500
% change year-on-year +2.11% -5.00% -4.76%
Number of hourly rates quoted 61 13 6
10th Percentile £21.25 £25.34 £37.17
25th Percentile £30.96 £35.25 £51.94
Median hourly rate £45.00 £52.50 £77.50
Median % change year-on-year -14.29% -32.26% +25.51%
75th Percentile £68.00 £80.00 £97.50
90th Percentile £70.00 £105.50 -
UK excluding London median hourly rate £45.00 £27.00 £42.59
% change year-on-year +66.67% -36.60% -25.28%

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 50,844 30,247 34,978
% of contract IT jobs with a recognized job title 91.93% 90.91% 92.99%
Number of daily rates quoted 29,853 19,090 21,121
10th Percentile £325 £277 £300
25th Percentile £425 £401 £413
Median daily rate (50th Percentile) £525 £500 £525
Median % change year-on-year +5.00% -4.76% -
75th Percentile £638 £623 £638
90th Percentile £738 £725 £738
UK excluding London median daily rate £500 £475 £490
% change year-on-year +5.26% -3.06% -2.00%
Number of hourly rates quoted 4,177 1,669 1,428
10th Percentile £14.25 £13.80 £15.05
25th Percentile £19.25 £17.30 £20.30
Median hourly rate £41.06 £25.15 £41.08
Median % change year-on-year +63.24% -38.77% -8.72%
75th Percentile £67.50 £50.00 £65.00
90th Percentile £80.00 £68.75 £73.75
UK excluding London median hourly rate £40.32 £25.00 £41.50
% change year-on-year +61.28% -39.76% -6.74%

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 16 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 16 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 16 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 1,653 £500 -2.44% 271
UK excluding London +94 863 £485 +2.11% 219
London +34 826 £525 - 80
Work from Home +35 549 £500 +3.63% 120
Midlands +71 323 £469 -6.20% 37
West Midlands +59 237 £469 -6.90% 29
North of England +33 203 £525 +13.51% 71
South East +24 124 £459 -3.37% 57
South West +32 122 £525 - 37
North West +20 106 £525 +22.09% 32
East Midlands +47 86 £388 -16.22% 8
Yorkshire +12 80 £519 +1.29% 22
Scotland -3 73 £525 +16.67% 5
East of England +4 36 £525 -16.00% 6
Wales -3 18 £550 +17.02% 2
North East -29 18 £473 +14.55% 17
Northern Ireland +4 1 - - 5
Channel Islands - 1 - -

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

For the 6 months to 16 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.

1 941 (49.37%) SQL
2 852 (44.70%) Python
3 826 (43.34%) Data Pipeline
4 789 (41.40%) Data Engineering
5 672 (35.26%) ETL
6 669 (35.10%) Data Modelling
7 642 (33.68%) Analytics
8 593 (31.11%) Azure
9 592 (31.06%) AWS
10 507 (26.60%) Data Quality
11 482 (25.29%) Security Cleared
12 463 (24.29%) CI/CD
13 420 (22.04%) Databricks
14 414 (21.72%) SC Cleared
15 333 (17.47%) Agile
15 333 (17.47%) AI
16 326 (17.10%) DevOps
17 316 (16.58%) Data Warehouse
17 316 (16.58%) Migration
18 281 (14.74%) Business Intelligence
19 276 (14.48%) Data Transformation
20 275 (14.43%) Validation
21 268 (14.06%) PySpark
22 266 (13.96%) Data Governance
23 258 (13.54%) Data Integration
24 249 (13.06%) Microsoft
25 235 (12.33%) dbt
26 234 (12.28%) Snowflake
27 232 (12.17%) Power Platform
28 224 (11.75%) 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
1 205 (10.76%) Apache Airflow
2 167 (8.76%) Apache Spark
3 156 (8.18%) Apache
4 51 (2.68%) SAS
5 47 (2.47%) Confluence
6 16 (0.84%) Palantir Foundry
6 16 (0.84%) SharePoint
7 12 (0.63%) Jupyter
8 4 (0.21%) Microsoft Exchange
9 3 (0.16%) Apache Superset
10 2 (0.10%) ArcGIS
10 2 (0.10%) CMS
10 2 (0.10%) PowerExchange
11 1 (0.052%) Apache Pulsar
11 1 (0.052%) Liferay
11 1 (0.052%) Luigi
11 1 (0.052%) nginx
11 1 (0.052%) Oracle Workflow
Applications
1 17 (0.89%) Microsoft Excel
2 8 (0.42%) Spreadsheet
3 3 (0.16%) Chatbot
4 1 (0.052%) Microsoft Office
4 1 (0.052%) Microsoft PowerPoint
Business Applications
1 13 (0.68%) Aladdin
2 8 (0.42%) Dynamics CRM
3 6 (0.31%) NetSuite
4 5 (0.26%) Infor LN
4 5 (0.26%) Sage X3
5 4 (0.21%) SAP S/4HANA
5 4 (0.21%) Sparx Enterprise Architect
6 2 (0.10%) FIS Private Capital Suite
6 2 (0.10%) Maximo
6 2 (0.10%) Oracle EBS
6 2 (0.10%) SAP BPC
6 2 (0.10%) SAP Oil and Gas
6 2 (0.10%) SimCorp Dimension
7 1 (0.052%) Dynamics NAV
7 1 (0.052%) IBM Planning Analytics
7 1 (0.052%) Markit EDM
7 1 (0.052%) MIS ActiveH
7 1 (0.052%) Oracle Assets
7 1 (0.052%) Oracle Retail
7 1 (0.052%) SAP EWM
Cloud Services
1 593 (31.11%) Azure
2 592 (31.06%) AWS
3 235 (12.33%) dbt
4 234 (12.28%) Snowflake
5 232 (12.17%) Power Platform
6 213 (11.18%) Azure Data Factory
7 204 (10.70%) GCP
8 165 (8.66%) Amazon S3
9 131 (6.87%) Serverless
10 121 (6.35%) Azure DevOps
11 113 (5.93%) Azure Synapse Analytics
12 112 (5.88%) GitHub
13 111 (5.82%) AWS Lambda
14 73 (3.83%) Azure Databricks
15 57 (2.99%) Amazon EMR
16 46 (2.41%) GitHub Actions
17 42 (2.20%) Amazon CloudWatch
18 35 (1.84%) AWS Step Functions
19 29 (1.52%) Amazon EventBridge
19 29 (1.52%) Amazon Kinesis
Communications & Networking
1 22 (1.15%) DNS
2 20 (1.05%) BGP
2 20 (1.05%) DMZ
2 20 (1.05%) Multicast
2 20 (1.05%) VPN
3 10 (0.52%) Firewall
4 5 (0.26%) Intrusion Detection
5 4 (0.21%) Wi-Fi
5 4 (0.21%) Wireless
6 3 (0.16%) Structured Cabling
7 2 (0.10%) HTTP
8 1 (0.052%) Broadband
8 1 (0.052%) Cisco IPT
8 1 (0.052%) HTTPS
8 1 (0.052%) LTE
8 1 (0.052%) MQTT
8 1 (0.052%) Network Security
8 1 (0.052%) TCP/IP
8 1 (0.052%) tcpdump
8 1 (0.052%) Wireshark
Database & Business Intelligence
1 316 (16.58%) Data Warehouse
2 224 (11.75%) Power BI
3 168 (8.81%) Data Lake
4 137 (7.19%) Metadata
5 102 (5.35%) BigQuery
6 94 (4.93%) Amazon Redshift
7 88 (4.62%) Delta Lake
8 84 (4.41%) Amazon Athena
9 69 (3.62%) Pentaho
10 68 (3.57%) Big Data
11 66 (3.46%) SQL Server
12 60 (3.15%) PostgreSQL
13 54 (2.83%) Snowflake Schema
14 53 (2.78%) Relational Database
15 44 (2.31%) NoSQL
15 44 (2.31%) Oracle Database
16 41 (2.15%) SQL Server Integration Services
17 40 (2.10%) Azure SQL Database
18 38 (1.99%) Amazon RDS
19 37 (1.94%) Tableau
Development Applications
1 184 (9.65%) Git
2 103 (5.40%) GitLab
3 62 (3.25%) JIRA
4 36 (1.89%) Jenkins
5 23 (1.21%) MLflow
6 10 (0.52%) Artifactory
7 9 (0.47%) Bitbucket
7 9 (0.47%) Postman
8 6 (0.31%) Selenium
8 6 (0.31%) SonarQube
9 5 (0.26%) Claude Code
10 4 (0.21%) SQL Server Management Studio (SSMS)
11 3 (0.16%) Atlassian Bamboo
11 3 (0.16%) ERwin
11 3 (0.16%) Newman
12 2 (0.10%) CircleCI
12 2 (0.10%) RStudio
12 2 (0.10%) Terragrunt
12 2 (0.10%) Yeoman
13 1 (0.052%) Octopus Deploy
General
1 311 (16.32%) Social Skills
2 289 (15.16%) Finance
3 210 (11.02%) Analytical Skills
4 169 (8.87%) Public Sector
5 126 (6.61%) Banking
6 34 (1.78%) Marketing
7 33 (1.73%) Retail
8 26 (1.36%) Investment Banking
9 25 (1.31%) Inclusion and Diversity
10 23 (1.21%) Automotive
10 23 (1.21%) Front Office
11 19 (1.00%) Aerospace
12 17 (0.89%) Law
13 16 (0.84%) Pharmaceutical
13 16 (0.84%) Telecoms
14 15 (0.79%) Documentation Skills
14 15 (0.79%) Police
15 14 (0.73%) Military
16 13 (0.68%) Legal
17 12 (0.63%) Manufacturing
Libraries, Frameworks & Software Standards
1 268 (14.06%) PySpark
2 186 (9.76%) Terraform
3 133 (6.98%) Kafka
4 42 (2.20%) REST
5 32 (1.68%) JSON
6 25 (1.31%) Pandas
7 23 (1.21%) XML
8 17 (0.89%) LangChain
9 16 (0.84%) Spring
9 16 (0.84%) Spring Boot
10 15 (0.79%) Great Expectations
11 14 (0.73%) pytest
11 14 (0.73%) Streamlit
12 13 (0.68%) Apache Beam
12 13 (0.68%) Apache NiFi
12 13 (0.68%) PyTorch
13 11 (0.58%) React
13 11 (0.58%) RESTful
14 10 (0.52%) LangGraph
14 10 (0.52%) Microsoft Graph
Miscellaneous
1 166 (8.71%) Cloud Native
2 67 (3.52%) Data Structures
3 60 (3.15%) Legacy Systems
4 57 (2.99%) Onboarding
5 31 (1.63%) AI Agents
6 25 (1.31%) Distributed Systems
7 20 (1.05%) Algorithms
7 20 (1.05%) Product Ownership
8 19 (1.00%) Management Information System
9 18 (0.94%) Reference Data
10 15 (0.79%) Greenfield Project
10 15 (0.79%) NHS
10 15 (0.79%) Reinsurance
11 14 (0.73%) Virtual Team
12 12 (0.63%) Enterprise Software
13 11 (0.58%) Clustering
13 11 (0.58%) Data Protection Act
13 11 (0.58%) Distributed Computing
14 9 (0.47%) Derivative
14 9 (0.47%) Life Science
Operating Systems
1 38 (1.99%) Unix
2 34 (1.78%) Linux
3 3 (0.16%) Windows
4 2 (0.10%) Ubuntu
5 1 (0.052%) Robot Operating System
5 1 (0.052%) VMS
5 1 (0.052%) Windows Server
Processes & Methodologies
1 826 (43.34%) Data Pipeline
2 789 (41.40%) Data Engineering
3 672 (35.26%) ETL
4 669 (35.10%) Data Modelling
5 642 (33.68%) Analytics
6 463 (24.29%) CI/CD
7 333 (17.47%) Agile
7 333 (17.47%) AI
8 326 (17.10%) DevOps
9 316 (16.58%) Migration
10 281 (14.74%) Business Intelligence
11 276 (14.48%) Data Transformation
12 275 (14.43%) Validation
13 266 (13.96%) Data Governance
14 258 (13.54%) Data Integration
15 200 (10.49%) Machine Learning
16 199 (10.44%) Problem-Solving
17 174 (9.13%) Lakehouse
18 169 (8.87%) Data Science
19 168 (8.81%) Infrastructure as Code
Programming Languages
1 941 (49.37%) SQL
2 852 (44.70%) Python
3 92 (4.83%) Java
4 66 (3.46%) Scala
5 45 (2.36%) PL/SQL
6 35 (1.84%) PowerShell
7 33 (1.73%) Data Analysis Expressions
8 32 (1.68%) T-SQL
9 22 (1.15%) Bash
9 22 (1.15%) Shell Script
10 17 (0.89%) R
11 15 (0.79%) Bicep
12 14 (0.73%) JavaScript
13 10 (0.52%) Go
14 8 (0.42%) TypeScript
15 5 (0.26%) C#
15 5 (0.26%) Korn
15 5 (0.26%) Kusto Query Language
16 3 (0.16%) COBOL
17 2 (0.10%) Cypher
Qualifications
1 482 (25.29%) Security Cleared
2 414 (21.72%) SC Cleared
3 56 (2.94%) BPSS Clearance
4 42 (2.20%) DV Cleared
5 41 (2.15%) Degree
6 26 (1.36%) AWS Certification
7 25 (1.31%) Azure Certification
8 18 (0.94%) Computer Science Degree
9 9 (0.47%) AWS Certified Cloud Practitioner
9 9 (0.47%) Master's Degree
10 8 (0.42%) SnowPro
11 7 (0.37%) CISM
11 7 (0.37%) CISSP
11 7 (0.37%) DBS Check
12 5 (0.26%) CEH
13 4 (0.21%) City & Guilds
14 3 (0.16%) Microsoft Certification
15 1 (0.052%) CISA
15 1 (0.052%) PMI Certification
15 1 (0.052%) PMP
Quality Assurance & Compliance
1 507 (26.60%) Data Quality
2 78 (4.09%) QA
3 42 (2.20%) GDPR
4 16 (0.84%) Accessibility
5 9 (0.47%) ISO/IEC 27001
6 7 (0.37%) Disclosure Scotland
7 6 (0.31%) SLA
8 5 (0.26%) FATCA
8 5 (0.26%) HIPAA
8 5 (0.26%) Sarbanes-Oxley
9 3 (0.16%) MiFID
10 2 (0.10%) California Consumer Privacy Act
10 2 (0.10%) EMIR
10 2 (0.10%) GRC
10 2 (0.10%) NIST
10 2 (0.10%) SNOMED CT
10 2 (0.10%) SOC 2
11 1 (0.052%) IFRS
11 1 (0.052%) IFRS 17
11 1 (0.052%) IFRS 9
System Software
1 102 (5.35%) Docker
2 4 (0.21%) Active Directory
3 1 (0.052%) HDFS
3 1 (0.052%) Virtual Machines
Systems Management
1 103 (5.40%) Kubernetes
2 24 (1.26%) Grafana
3 20 (1.05%) Ansible
4 13 (0.68%) Control-M
5 6 (0.31%) Kibana
6 5 (0.26%) Prometheus
7 3 (0.16%) logstash
8 2 (0.10%) Puppet
9 1 (0.052%) Progress Chef
Vendors
1 420 (22.04%) Databricks
2 249 (13.06%) Microsoft
3 148 (7.76%) Oracle
4 95 (4.98%) Informatica
5 94 (4.93%) Google
6 88 (4.62%) Talend
7 46 (2.41%) Denodo
8 37 (1.94%) Salesforce
9 29 (1.52%) Palantir
10 26 (1.36%) SAP
11 24 (1.26%) Foundry
12 20 (1.05%) Cisco
12 20 (1.05%) F5
13 10 (0.52%) Dynatrace
13 10 (0.52%) Splunk
14 9 (0.47%) Bloomberg
14 9 (0.47%) OpenAI
15 8 (0.42%) IBM
15 8 (0.42%) Sage
16 7 (0.37%) InterSystems