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 4 February 2026.

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

6 months to
4 Feb 2026
Same period 2025 Same period 2024
Rank 88 81 120
Rank change year-on-year -7 +39 0
Contract jobs requiring a Data Engineer 1,125 926 910
As % of all contract jobs in the UK 2.88% 2.99% 2.03%
As % of the Job Titles category 3.15% 3.22% 2.18%
Number of daily rates quoted 807 660 701
10th Percentile £363 £356 £350
25th Percentile £413 £429 £425
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £588 £613 £625
90th Percentile £696 £700 £688
UK excluding London median daily rate £475 £480 £500
% change year-on-year -1.04% -4.00% -2.44%
Number of hourly rates quoted 11 14 23
10th Percentile £30.49 £25.55 £36.00
25th Percentile £34.50 £26.37 £38.67
Median hourly rate £52.50 £65.00 £60.50
Median % change year-on-year -19.23% +7.44% -3.20%
75th Percentile £74.13 £93.75 £66.25
90th Percentile £87.50 £97.50 £67.50
UK excluding London median hourly rate £53.75 £26.50 £62.50
% change year-on-year +102.83% -57.60% -

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 35,739 28,752 41,680
% of contract IT jobs with a recognized job title 91.51% 92.94% 93.14%
Number of daily rates quoted 22,524 17,628 27,555
10th Percentile £300 £293 £275
25th Percentile £405 £408 £410
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £613 £638 £638
90th Percentile £719 £738 £738
UK excluding London median daily rate £475 £476 £493
% change year-on-year -0.21% -3.45% -1.40%
Number of hourly rates quoted 2,144 847 2,284
10th Percentile £14.50 £15.92 £13.15
25th Percentile £18.55 £21.25 £16.63
Median hourly rate £30.00 £33.00 £35.00
Median % change year-on-year -9.09% -5.71% -
75th Percentile £61.52 £62.50 £61.55
90th Percentile £71.00 £75.00 £72.90
UK excluding London median hourly rate £28.00 £31.76 £36.00
% change year-on-year -11.84% -11.78% +11.63%

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 4 February 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 4 February 2026.

Hourly rate histogram for Data Engineer in the UK

Data Engineer
Top 17 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 4 February 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 -10 952 £510 -2.86% 480
London -4 598 £525 -4.55% 221
UK excluding London -29 367 £475 -1.04% 347
Work from Home -10 345 £500 -4.76% 217
Midlands -12 119 £513 +4.75% 41
North of England -38 105 £466 +0.81% 92
West Midlands -10 104 £515 +3.00% 35
North West -21 59 £425 -2.86% 59
South West +1 51 £550 +10.00% 40
Scotland +11 48 £450 +1.41% 27
South East -43 45 £480 -8.57% 127
Yorkshire -36 33 £500 -2.44% 27
Wales -4 16 £410 -18.00% 2
East Midlands -20 15 £450 +20.81% 6
North East -14 13 £450 -14.29% 8
East of England -40 5 £563 +76.76% 20
Northern Ireland -1 1 £430 -21.82% 1

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

For the 6 months to 4 February 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.

1 649 (57.69%) Python
2 630 (56.00%) SQL
3 489 (43.47%) Azure
4 476 (42.31%) Data Pipeline
5 464 (41.24%) ETL
6 429 (38.13%) Data Engineering
7 393 (34.93%) Analytics
8 386 (34.31%) Data Modelling
9 369 (32.80%) Databricks
10 340 (30.22%) AWS
11 321 (28.53%) CI/CD
12 311 (27.64%) Data Quality
13 295 (26.22%) Security Cleared
14 263 (23.38%) SC Cleared
15 258 (22.93%) Business Intelligence
16 231 (20.53%) DevOps
17 222 (19.73%) Data Warehouse
18 217 (19.29%) Power Platform
19 212 (18.84%) PySpark
20 211 (18.76%) Agile
20 211 (18.76%) Power BI
21 200 (17.78%) Azure Data Factory
22 179 (15.91%) Problem-Solving
23 170 (15.11%) Data Science
24 163 (14.49%) Data Governance
25 152 (13.51%) Snowflake
26 148 (13.16%) Git
26 148 (13.16%) Microsoft
27 145 (12.89%) AI
28 144 (12.80%) Data Lake

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
1 136 (12.09%) Apache Airflow
2 122 (10.84%) Apache Spark
3 79 (7.02%) Apache
4 26 (2.31%) SAS
5 20 (1.78%) Confluence
6 18 (1.60%) Palantir Foundry
7 6 (0.53%) Apache Pig
7 6 (0.53%) Oracle Application Server
8 5 (0.44%) IIS
8 5 (0.44%) Jupyter
9 4 (0.36%) Microsoft Exchange
9 4 (0.36%) SharePoint
10 3 (0.27%) ArcGIS
10 3 (0.27%) Luigi
11 1 (0.089%) Apache Superset
11 1 (0.089%) Apache Synapse
11 1 (0.089%) Appian
11 1 (0.089%) Camunda
11 1 (0.089%) nginx
11 1 (0.089%) Oracle SOA Suite
Applications
1 12 (1.07%) Microsoft Excel
2 2 (0.18%) Chatbot
2 2 (0.18%) Microsoft Office
3 1 (0.089%) Microsoft PowerPoint
3 1 (0.089%) MS Visio
Business Applications
1 2 (0.18%) Aladdin
1 2 (0.18%) Maximo
2 1 (0.089%) Actimize
2 1 (0.089%) Dynamics CRM
2 1 (0.089%) Elite 3E
2 1 (0.089%) Oracle BPM
2 1 (0.089%) SAP ERP
Cloud Services
1 489 (43.47%) Azure
2 340 (30.22%) AWS
3 217 (19.29%) Power Platform
4 200 (17.78%) Azure Data Factory
5 152 (13.51%) Snowflake
6 129 (11.47%) Azure Synapse Analytics
7 124 (11.02%) GCP
8 117 (10.40%) Amazon S3
9 111 (9.87%) dbt
10 109 (9.69%) Serverless
11 100 (8.89%) GitHub
12 85 (7.56%) Azure DevOps
13 72 (6.40%) AWS Lambda
14 51 (4.53%) GitHub Actions
15 43 (3.82%) AWS CloudFormation
16 28 (2.49%) SaaS
17 24 (2.13%) AWS Step Functions
18 23 (2.04%) Microsoft Purview
19 21 (1.87%) Amazon EMR
19 21 (1.87%) Amazon Kinesis
Communications & Networking
1 9 (0.80%) BGP
1 9 (0.80%) DMZ
1 9 (0.80%) DNS
1 9 (0.80%) Multicast
1 9 (0.80%) VPN
2 4 (0.36%) Firewall
3 3 (0.27%) SAN
3 3 (0.27%) Structured Cabling
4 2 (0.18%) Internet
5 1 (0.089%) LAN
5 1 (0.089%) MQTT
5 1 (0.089%) Network Security
5 1 (0.089%) Software-Defined Networking
5 1 (0.089%) TCP/IP
5 1 (0.089%) WAN
5 1 (0.089%) Wi-Fi
Database & Business Intelligence
1 222 (19.73%) Data Warehouse
2 211 (18.76%) Power BI
3 144 (12.80%) Data Lake
4 97 (8.62%) SQL Server
5 74 (6.58%) Big Data
6 69 (6.13%) PostgreSQL
7 67 (5.96%) Azure SQL Database
8 66 (5.87%) NoSQL
9 65 (5.78%) Amazon Redshift
9 65 (5.78%) Delta Lake
10 62 (5.51%) BigQuery
11 57 (5.07%) Metadata
12 49 (4.36%) SQL Server Integration Services
13 40 (3.56%) Amazon Athena
13 40 (3.56%) Hadoop
13 40 (3.56%) Relational Database
14 39 (3.47%) Tableau
15 36 (3.20%) Pentaho
16 35 (3.11%) Snowflake Schema
17 33 (2.93%) Star Schema
Development Applications
1 148 (13.16%) Git
2 60 (5.33%) Jenkins
3 50 (4.44%) JIRA
4 43 (3.82%) GitLab
5 24 (2.13%) MLflow
6 6 (0.53%) DBeaver
7 4 (0.36%) Bitbucket
7 4 (0.36%) Visual Studio
8 3 (0.27%) Cucumber
9 2 (0.18%) JMeter
9 2 (0.18%) JUnit
9 2 (0.18%) Selenium
9 2 (0.18%) Visual Studio Code
9 2 (0.18%) Zephyr
10 1 (0.089%) Artifactory
10 1 (0.089%) Deequ
10 1 (0.089%) Gradle
10 1 (0.089%) Jaeger
10 1 (0.089%) Poetry
10 1 (0.089%) Terragrunt
General
1 195 (17.33%) Social Skills
2 167 (14.84%) Finance
3 119 (10.58%) Analytical Skills
4 83 (7.38%) Public Sector
5 55 (4.89%) Banking
6 35 (3.11%) Inclusion and Diversity
7 18 (1.60%) Investment Banking
8 15 (1.33%) Front Office
9 12 (1.07%) Retail
10 11 (0.98%) Pharmaceutical
11 10 (0.89%) Marketing
12 9 (0.80%) Documentation Skills
13 8 (0.71%) Telecoms
14 7 (0.62%) Manufacturing
14 7 (0.62%) Military
15 5 (0.44%) Law
16 4 (0.36%) Back Office
16 4 (0.36%) Corporate Banking
16 4 (0.36%) Financial Institution
16 4 (0.36%) Legal
Libraries, Frameworks & Software Standards
1 212 (18.84%) PySpark
2 110 (9.78%) Kafka
3 42 (3.73%) Pandas
4 30 (2.67%) REST
5 23 (2.04%) NumPy
6 21 (1.87%) JSON
7 19 (1.69%) YAML
8 17 (1.51%) PyTorch
9 16 (1.42%) RESTful
10 15 (1.33%) XML
11 14 (1.24%) Apache NiFi
12 13 (1.16%) TensorFlow
13 12 (1.07%) Keycloak
13 12 (1.07%) Node.js
14 11 (0.98%) Great Expectations
15 10 (0.89%) pytest
16 9 (0.80%) Flask
16 9 (0.80%) HTML
16 9 (0.80%) Middleware
17 8 (0.71%) RabbitMQ
Miscellaneous
1 83 (7.38%) Cloud Native
2 30 (2.67%) Data Structures
3 27 (2.40%) Legacy Systems
3 27 (2.40%) Product Ownership
4 21 (1.87%) Replication
5 20 (1.78%) Algorithms
6 18 (1.60%) Onboarding
7 17 (1.51%) Data Protection Act
7 17 (1.51%) Reinsurance
8 16 (1.42%) Greenfield Project
9 14 (1.24%) Distributed Systems
9 14 (1.24%) Hybrid Cloud
10 11 (0.98%) Public Cloud
11 9 (0.80%) Clustering
12 8 (0.71%) Distributed Computing
12 8 (0.71%) Management Information System
12 8 (0.71%) Virtual Team
13 7 (0.62%) AI Agents
13 7 (0.62%) Life Science
13 7 (0.62%) NHS
Operating Systems
1 25 (2.22%) Linux
2 17 (1.51%) Unix
3 1 (0.089%) VMS
Processes & Methodologies
1 476 (42.31%) Data Pipeline
2 464 (41.24%) ETL
3 429 (38.13%) Data Engineering
4 393 (34.93%) Analytics
5 386 (34.31%) Data Modelling
6 321 (28.53%) CI/CD
7 258 (22.93%) Business Intelligence
8 231 (20.53%) DevOps
9 211 (18.76%) Agile
10 179 (15.91%) Problem-Solving
11 170 (15.11%) Data Science
12 163 (14.49%) Data Governance
13 145 (12.89%) AI
14 134 (11.91%) Machine Learning
15 131 (11.64%) Data Architecture
15 131 (11.64%) Data Integration
16 124 (11.02%) Infrastructure as Code
17 108 (9.60%) Data Transformation
18 104 (9.24%) Migration
19 100 (8.89%) Performance Tuning
Programming Languages
1 649 (57.69%) Python
2 630 (56.00%) SQL
3 93 (8.27%) Scala
4 83 (7.38%) Java
5 28 (2.49%) T-SQL
6 26 (2.31%) Data Analysis Expressions
7 23 (2.04%) PL/SQL
8 22 (1.96%) C#
9 20 (1.78%) Bash
10 16 (1.42%) Bicep
10 16 (1.42%) Go
10 16 (1.42%) R
11 14 (1.24%) JavaScript
12 13 (1.16%) Shell Script
13 9 (0.80%) PowerShell
14 7 (0.62%) TypeScript
15 4 (0.36%) C++
15 4 (0.36%) Korn
16 2 (0.18%) C
16 2 (0.18%) VB
Qualifications
1 295 (26.22%) Security Cleared
2 263 (23.38%) SC Cleared
3 36 (3.20%) Azure Certification
4 34 (3.02%) Degree
5 21 (1.87%) AWS Certification
6 20 (1.78%) DV Cleared
7 16 (1.42%) Computer Science Degree
8 12 (1.07%) BPSS Clearance
9 10 (0.89%) Master's Degree
10 6 (0.53%) Microsoft Certification
11 4 (0.36%) CTC Cleared
11 4 (0.36%) DBS Check
12 3 (0.27%) IBM Certification
13 2 (0.18%) Microsoft Certified Professional
13 2 (0.18%) SnowPro
14 1 (0.089%) AWS Certified Solutions Architect
14 1 (0.089%) ITIL Certification
14 1 (0.089%) Numerate Degree
14 1 (0.089%) PhD
14 1 (0.089%) Tableau Certification
Quality Assurance & Compliance
1 311 (27.64%) Data Quality
2 45 (4.00%) GDPR
3 23 (2.04%) QA
4 12 (1.07%) Accessibility
5 4 (0.36%) HIPAA
5 4 (0.36%) ISO/IEC 27001
6 3 (0.27%) FATCA
6 3 (0.27%) MiFID
7 2 (0.18%) Dodd-Frank
7 2 (0.18%) EMIR
7 2 (0.18%) EU AI Act
7 2 (0.18%) NIST
7 2 (0.18%) SLA
7 2 (0.18%) WCAG
8 1 (0.089%) Basel III
8 1 (0.089%) GRC
8 1 (0.089%) ISO 13485
8 1 (0.089%) NCSC
8 1 (0.089%) Sarbanes-Oxley
8 1 (0.089%) SOC 2
System Software
1 83 (7.38%) Docker
2 11 (0.98%) Virtual Machines
3 5 (0.44%) zsh
4 3 (0.27%) Active Directory
5 1 (0.089%) HDFS
Systems Management
1 137 (12.18%) Terraform
2 84 (7.47%) Kubernetes
3 14 (1.24%) Grafana
4 10 (0.89%) Ansible
5 7 (0.62%) NetBackup
5 7 (0.62%) Prometheus
6 5 (0.44%) Kibana
7 3 (0.27%) Control-M
7 3 (0.27%) Kubeflow
7 3 (0.27%) logstash
7 3 (0.27%) Puppet
8 2 (0.18%) EMC NetWorker
8 2 (0.18%) Tivoli Storage Manager
9 1 (0.089%) Ambari
9 1 (0.089%) Argo
9 1 (0.089%) Kustomize
9 1 (0.089%) Rancher
9 1 (0.089%) ZABBIX
Vendors
1 369 (32.80%) Databricks
2 148 (13.16%) Microsoft
3 80 (7.11%) Oracle
4 48 (4.27%) Talend
5 41 (3.64%) Google
6 39 (3.47%) Informatica
7 27 (2.40%) Denodo
8 21 (1.87%) Foundry
8 21 (1.87%) Palantir
9 19 (1.69%) IBM
10 16 (1.42%) ServiceNow
11 14 (1.24%) Splunk
12 13 (1.16%) Cisco
13 11 (0.98%) Alteryx
13 11 (0.98%) Cloudera
14 10 (0.89%) SAP
15 9 (0.80%) F5
16 8 (0.71%) Confluent
17 7 (0.62%) Commvault
17 7 (0.62%) Virgin Media