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 7 February 2026.

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

6 months to
7 Feb 2026
Same period 2025 Same period 2024
Rank 86 78 112
Rank change year-on-year -8 +34 +9
Contract jobs requiring a Data Engineer 1,144 925 935
As % of all contract jobs in the UK 2.93% 2.97% 2.07%
As % of the Job Titles category 3.20% 3.20% 2.22%
Number of daily rates quoted 826 659 722
10th Percentile £360 £356 £350
25th Percentile £413 £425 £431
Median daily rate (50th Percentile) £500 £523 £525
Median % change year-on-year -4.40% -0.38% -4.55%
75th Percentile £588 £613 £625
90th Percentile £691 £700 £688
UK excluding London median daily rate £475 £477 £500
% change year-on-year -0.42% -4.60% -2.44%
Number of hourly rates quoted 9 14 23
10th Percentile £29.43 £25.55 £36.00
25th Percentile £33.75 £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 £69.25 £93.75 £66.25
90th Percentile £85.20 £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 35,711 28,902 42,066
% of contract IT jobs with a recognized job title 91.50% 92.95% 93.13%
Number of daily rates quoted 22,518 17,719 27,795
10th Percentile £300 £291 £275
25th Percentile £405 £406 £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 £717 £738 £738
UK excluding London median daily rate £475 £476 £490
% change year-on-year -0.21% -2.86% -2.00%
Number of hourly rates quoted 2,166 840 2,312
10th Percentile £14.50 £15.89 £13.15
25th Percentile £18.57 £21.25 £16.67
Median hourly rate £29.82 £33.77 £35.00
Median % change year-on-year -11.69% -3.51% -
75th Percentile £61.25 £63.38 £61.51
90th Percentile £71.25 £75.00 £72.88
UK excluding London median hourly rate £28.00 £32.13 £35.95
% change year-on-year -12.85% -10.63% +8.94%

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 7 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 7 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 7 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 -9 966 £500 -4.76% 427
London 0 610 £522 -5.09% 192
UK excluding London -30 371 £475 -0.42% 320
Work from Home -4 355 £500 -4.76% 194
Midlands -12 120 £500 +4.82% 41
North of England -40 109 £466 +0.81% 90
West Midlands -12 105 £513 +4.59% 33
North West -20 62 £415 -5.14% 52
Scotland +9 50 £450 +1.41% 27
South East -39 48 £496 -5.48% 109
South West -7 45 £525 +5.00% 36
Yorkshire -39 33 £500 -2.44% 30
Wales -6 17 £410 -18.00% 5
East Midlands -21 15 £450 +20.40% 8
North East -14 14 £450 -14.29% 10
East of England -37 5 £510 +60.26% 13
Northern Ireland 0 1 £430 -21.82%

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

For the 6 months to 7 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.

1 664 (58.04%) Python
2 647 (56.56%) SQL
3 498 (43.53%) Azure
4 487 (42.57%) Data Pipeline
5 470 (41.08%) ETL
6 440 (38.46%) Data Engineering
7 404 (35.31%) Analytics
8 387 (33.83%) Data Modelling
9 378 (33.04%) Databricks
10 344 (30.07%) AWS
11 325 (28.41%) CI/CD
12 314 (27.45%) Data Quality
13 291 (25.44%) Security Cleared
14 266 (23.25%) Business Intelligence
15 259 (22.64%) SC Cleared
16 226 (19.76%) DevOps
17 225 (19.67%) Data Warehouse
17 225 (19.67%) Power Platform
18 220 (19.23%) PySpark
19 218 (19.06%) Power BI
20 211 (18.44%) Agile
21 206 (18.01%) Azure Data Factory
22 180 (15.73%) Problem-Solving
23 174 (15.21%) Data Science
24 172 (15.03%) Data Governance
25 152 (13.29%) Snowflake
26 151 (13.20%) Git
26 151 (13.20%) Microsoft
27 147 (12.85%) Data Lake
28 146 (12.76%) AI

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 (11.89%) Apache Airflow
2 125 (10.93%) Apache Spark
3 87 (7.60%) Apache
4 22 (1.92%) SAS
5 19 (1.66%) Confluence
6 18 (1.57%) Palantir Foundry
7 6 (0.52%) Apache Pig
7 6 (0.52%) Oracle Application Server
8 5 (0.44%) IIS
8 5 (0.44%) Jupyter
9 4 (0.35%) Microsoft Exchange
9 4 (0.35%) SharePoint
10 3 (0.26%) ArcGIS
11 2 (0.17%) Luigi
12 1 (0.087%) Apache Superset
12 1 (0.087%) Apache Synapse
12 1 (0.087%) Appian
12 1 (0.087%) Camunda
12 1 (0.087%) nginx
12 1 (0.087%) Oracle SOA Suite
Applications
1 12 (1.05%) Microsoft Excel
2 2 (0.17%) Chatbot
2 2 (0.17%) Microsoft Office
3 1 (0.087%) Microsoft PowerPoint
Business Applications
1 2 (0.17%) Dynamics CRM
1 2 (0.17%) Maximo
2 1 (0.087%) Actimize
2 1 (0.087%) Aladdin
2 1 (0.087%) Elite 3E
2 1 (0.087%) Oracle BPM
2 1 (0.087%) SAP ERP
Cloud Services
1 498 (43.53%) Azure
2 344 (30.07%) AWS
3 225 (19.67%) Power Platform
4 206 (18.01%) Azure Data Factory
5 152 (13.29%) Snowflake
6 132 (11.54%) Azure Synapse Analytics
7 125 (10.93%) GCP
8 118 (10.31%) Amazon S3
9 116 (10.14%) dbt
10 107 (9.35%) Serverless
11 103 (9.00%) GitHub
12 84 (7.34%) Azure DevOps
13 71 (6.21%) AWS Lambda
14 53 (4.63%) GitHub Actions
15 43 (3.76%) AWS CloudFormation
16 27 (2.36%) SaaS
17 25 (2.19%) Microsoft Purview
18 24 (2.10%) Amazon EMR
18 24 (2.10%) AWS Step Functions
19 22 (1.92%) Amazon Kinesis
Communications & Networking
1 10 (0.87%) BGP
1 10 (0.87%) DMZ
1 10 (0.87%) DNS
1 10 (0.87%) Multicast
1 10 (0.87%) VPN
2 4 (0.35%) Firewall
3 3 (0.26%) SAN
3 3 (0.26%) Structured Cabling
4 1 (0.087%) Internet
4 1 (0.087%) LAN
4 1 (0.087%) MQTT
4 1 (0.087%) Network Security
4 1 (0.087%) Software-Defined Networking
4 1 (0.087%) TCP/IP
4 1 (0.087%) WAN
4 1 (0.087%) Wi-Fi
Database & Business Intelligence
1 225 (19.67%) Data Warehouse
2 218 (19.06%) Power BI
3 147 (12.85%) Data Lake
4 97 (8.48%) SQL Server
5 73 (6.38%) Big Data
6 71 (6.21%) PostgreSQL
7 69 (6.03%) Azure SQL Database
8 67 (5.86%) BigQuery
8 67 (5.86%) Delta Lake
9 65 (5.68%) NoSQL
10 64 (5.59%) Amazon Redshift
11 59 (5.16%) Metadata
12 51 (4.46%) SQL Server Integration Services
13 41 (3.58%) Tableau
14 40 (3.50%) Amazon Athena
14 40 (3.50%) Snowflake Schema
15 39 (3.41%) Hadoop
15 39 (3.41%) Relational Database
16 33 (2.88%) Star Schema
17 31 (2.71%) Pentaho
Development Applications
1 151 (13.20%) Git
2 56 (4.90%) Jenkins
3 44 (3.85%) JIRA
4 43 (3.76%) GitLab
5 23 (2.01%) MLflow
6 6 (0.52%) DBeaver
7 4 (0.35%) Bitbucket
7 4 (0.35%) Visual Studio
8 3 (0.26%) Cucumber
8 3 (0.26%) Selenium
9 2 (0.17%) JMeter
9 2 (0.17%) JUnit
9 2 (0.17%) Visual Studio Code
9 2 (0.17%) Zephyr
10 1 (0.087%) Artifactory
10 1 (0.087%) Deequ
10 1 (0.087%) Gradle
10 1 (0.087%) Jaeger
10 1 (0.087%) Poetry
10 1 (0.087%) Terragrunt
General
1 196 (17.13%) Social Skills
2 172 (15.03%) Finance
3 124 (10.84%) Analytical Skills
4 79 (6.91%) Public Sector
5 58 (5.07%) Banking
6 35 (3.06%) Inclusion and Diversity
7 17 (1.49%) Investment Banking
8 14 (1.22%) Front Office
9 12 (1.05%) Marketing
9 12 (1.05%) Retail
10 11 (0.96%) Pharmaceutical
11 10 (0.87%) Documentation Skills
12 8 (0.70%) Telecoms
13 7 (0.61%) Manufacturing
13 7 (0.61%) Military
14 5 (0.44%) Law
15 4 (0.35%) Back Office
15 4 (0.35%) Corporate Banking
15 4 (0.35%) Legal
15 4 (0.35%) Organisational Skills
Libraries, Frameworks & Software Standards
1 220 (19.23%) PySpark
2 117 (10.23%) Kafka
3 44 (3.85%) Pandas
4 32 (2.80%) REST
5 24 (2.10%) NumPy
6 23 (2.01%) JSON
7 21 (1.84%) YAML
8 16 (1.40%) PyTorch
8 16 (1.40%) XML
9 15 (1.31%) RESTful
10 14 (1.22%) Apache NiFi
11 12 (1.05%) Keycloak
11 12 (1.05%) Node.js
11 12 (1.05%) TensorFlow
12 11 (0.96%) Great Expectations
13 10 (0.87%) pytest
14 9 (0.79%) Flask
14 9 (0.79%) HTML
14 9 (0.79%) Middleware
15 8 (0.70%) RabbitMQ
Miscellaneous
1 86 (7.52%) Cloud Native
2 30 (2.62%) Data Structures
3 27 (2.36%) Legacy Systems
4 26 (2.27%) Product Ownership
5 21 (1.84%) Algorithms
5 21 (1.84%) Replication
6 18 (1.57%) Distributed Systems
6 18 (1.57%) Onboarding
7 17 (1.49%) Reinsurance
8 16 (1.40%) Data Protection Act
9 15 (1.31%) Clustering
10 14 (1.22%) Greenfield Project
10 14 (1.22%) Hybrid Cloud
11 11 (0.96%) Public Cloud
12 10 (0.87%) Distributed Computing
13 8 (0.70%) Life Science
13 8 (0.70%) Virtual Team
14 7 (0.61%) Management Information System
14 7 (0.61%) NHS
15 6 (0.52%) Self-Motivation
Operating Systems
1 26 (2.27%) Linux
2 17 (1.49%) Unix
3 1 (0.087%) VMS
3 1 (0.087%) Windows
Processes & Methodologies
1 487 (42.57%) Data Pipeline
2 470 (41.08%) ETL
3 440 (38.46%) Data Engineering
4 404 (35.31%) Analytics
5 387 (33.83%) Data Modelling
6 325 (28.41%) CI/CD
7 266 (23.25%) Business Intelligence
8 226 (19.76%) DevOps
9 211 (18.44%) Agile
10 180 (15.73%) Problem-Solving
11 174 (15.21%) Data Science
12 172 (15.03%) Data Governance
13 146 (12.76%) AI
14 135 (11.80%) Data Architecture
15 132 (11.54%) Machine Learning
16 129 (11.28%) Data Integration
17 128 (11.19%) Infrastructure as Code
18 111 (9.70%) Data Transformation
19 110 (9.62%) Migration
20 104 (9.09%) Performance Tuning
Programming Languages
1 664 (58.04%) Python
2 647 (56.56%) SQL
3 90 (7.87%) Scala
4 87 (7.60%) Java
5 31 (2.71%) Data Analysis Expressions
6 30 (2.62%) T-SQL
7 25 (2.19%) PL/SQL
8 23 (2.01%) C#
9 19 (1.66%) Bash
10 18 (1.57%) Bicep
11 16 (1.40%) Go
11 16 (1.40%) R
12 14 (1.22%) JavaScript
13 13 (1.14%) Shell Script
14 12 (1.05%) PowerShell
15 7 (0.61%) TypeScript
16 4 (0.35%) C++
16 4 (0.35%) Korn
17 2 (0.17%) C
17 2 (0.17%) VB
Qualifications
1 291 (25.44%) Security Cleared
2 259 (22.64%) SC Cleared
3 37 (3.23%) Degree
4 36 (3.15%) Azure Certification
5 23 (2.01%) AWS Certification
6 20 (1.75%) DV Cleared
7 17 (1.49%) Computer Science Degree
8 13 (1.14%) BPSS Clearance
9 9 (0.79%) Master's Degree
10 6 (0.52%) Microsoft Certification
11 4 (0.35%) CTC Cleared
11 4 (0.35%) DBS Check
12 3 (0.26%) IBM Certification
13 2 (0.17%) Microsoft Certified Professional
13 2 (0.17%) SnowPro
14 1 (0.087%) CISSP
14 1 (0.087%) CompTIA Security+
14 1 (0.087%) ITIL Certification
14 1 (0.087%) Numerate Degree
14 1 (0.087%) Tableau Certification
Quality Assurance & Compliance
1 314 (27.45%) Data Quality
2 47 (4.11%) GDPR
3 27 (2.36%) QA
4 15 (1.31%) Accessibility
5 5 (0.44%) ISO/IEC 27001
6 4 (0.35%) HIPAA
7 3 (0.26%) FATCA
7 3 (0.26%) MiFID
8 2 (0.17%) Dodd-Frank
8 2 (0.17%) EMIR
8 2 (0.17%) EU AI Act
8 2 (0.17%) GRC
8 2 (0.17%) NIST
8 2 (0.17%) SOC 2
8 2 (0.17%) WCAG
9 1 (0.087%) Basel III
9 1 (0.087%) GMP
9 1 (0.087%) PMO
9 1 (0.087%) Sarbanes-Oxley
9 1 (0.087%) SLA
System Software
1 79 (6.91%) Docker
2 11 (0.96%) Virtual Machines
3 5 (0.44%) zsh
4 2 (0.17%) Active Directory
5 1 (0.087%) HDFS
Systems Management
1 142 (12.41%) Terraform
2 80 (6.99%) Kubernetes
3 15 (1.31%) Grafana
4 9 (0.79%) Ansible
5 8 (0.70%) Prometheus
6 6 (0.52%) NetBackup
7 5 (0.44%) Kibana
8 4 (0.35%) logstash
9 3 (0.26%) Control-M
9 3 (0.26%) Kubeflow
10 2 (0.17%) EMC NetWorker
10 2 (0.17%) Puppet
10 2 (0.17%) Tivoli Storage Manager
11 1 (0.087%) Ambari
11 1 (0.087%) Argo
11 1 (0.087%) Fluentd
11 1 (0.087%) Kustomize
11 1 (0.087%) QRadar
11 1 (0.087%) Rancher
11 1 (0.087%) ZABBIX
Vendors
1 378 (33.04%) Databricks
2 151 (13.20%) Microsoft
3 77 (6.73%) Oracle
4 45 (3.93%) Talend
5 42 (3.67%) Informatica
6 40 (3.50%) Google
7 23 (2.01%) Denodo
8 21 (1.84%) Foundry
8 21 (1.84%) Palantir
9 19 (1.66%) IBM
10 16 (1.40%) ServiceNow
11 15 (1.31%) Splunk
12 14 (1.22%) Cisco
13 11 (0.96%) Alteryx
13 11 (0.96%) Cloudera
13 11 (0.96%) SAP
14 10 (0.87%) F5
15 9 (0.79%) Confluent
16 7 (0.61%) Salesforce
16 7 (0.61%) Virgin Media