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 January 2026.

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

6 months to
4 Jan 2026
Same period 2025 Same period 2024
Rank 101 80 123
Rank change year-on-year -21 +43 -7
Contract jobs requiring a Data Engineer 956 910 872
As % of all contract jobs in the UK 2.60% 2.81% 2.03%
As % of the Job Titles category 2.85% 3.03% 2.17%
Number of daily rates quoted 686 643 655
10th Percentile £358 £358 £388
25th Percentile £413 £435 £450
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £588 £621 £638
90th Percentile £688 £699 £700
UK excluding London median daily rate £491 £490 £511
% change year-on-year +0.36% -4.25% -2.62%
Number of hourly rates quoted 10 12 16
10th Percentile £25.92 £25.35 £35.00
25th Percentile £34.13 £26.30 £38.79
Median hourly rate £54.00 £53.75 £60.50
Median % change year-on-year +0.47% -11.16% -3.97%
75th Percentile £85.38 £94.69 £65.63
90th Percentile £110.00 £97.50 £67.75
UK excluding London median hourly rate £51.00 £26.50 £66.25
% change year-on-year +92.45% -60.00% -

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 33,575 30,034 40,144
% of contract IT jobs with a recognized job title 91.24% 92.68% 93.35%
Number of daily rates quoted 21,287 18,380 26,866
10th Percentile £300 £291 £281
25th Percentile £405 £409 £413
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £618 £638 £638
90th Percentile £719 £738 £738
UK excluding London median daily rate £475 £480 £500
% change year-on-year -1.04% -4.00% -
Number of hourly rates quoted 1,949 935 1,589
10th Percentile £14.25 £15.51 £14.18
25th Percentile £18.25 £21.05 £19.06
Median hourly rate £26.50 £32.50 £44.50
Median % change year-on-year -18.46% -26.97% +36.92%
75th Percentile £60.00 £62.50 £65.00
90th Percentile £72.00 £73.75 £76.53
UK excluding London median hourly rate £25.15 £31.50 £45.00
% change year-on-year -20.16% -30.00% +73.08%

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 January 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 January 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 January 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 -26 808 £511 -2.62% 730
London -3 513 £525 -7.89% 196
UK excluding London -51 302 £491 +0.36% 627
Work from Home -14 294 £500 -4.76% 352
North of England -41 94 £463 - 136
Midlands -21 87 £525 +6.06% 95
West Midlands -24 73 £525 +5.00% 53
North West -22 49 £405 -10.00% 70
Scotland +6 46 £450 +3.45% 27
South West +6 42 £550 +22.22% 69
Yorkshire -42 32 £500 +3.09% 47
South East -58 32 £475 -11.63% 203
East Midlands -15 14 £455 +27.81% 37
North East -11 13 £450 -1.64% 19
Wales -16 11 £460 -8.00% 12
East of England -23 6 £625 +96.54% 90
Northern Ireland -10 1 £430 -13.57% 5

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

For the 6 months to 4 January 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.

1 585 (61.19%) Python
2 552 (57.74%) SQL
3 430 (44.98%) Data Pipeline
4 429 (44.87%) Azure
5 396 (41.42%) ETL
6 368 (38.49%) Data Engineering
7 328 (34.31%) Databricks
8 322 (33.68%) Data Modelling
9 308 (32.22%) Analytics
10 293 (30.65%) AWS
11 283 (29.60%) CI/CD
12 255 (26.67%) Data Quality
13 225 (23.54%) Business Intelligence
14 224 (23.43%) Security Cleared
15 217 (22.70%) Data Warehouse
16 215 (22.49%) DevOps
17 194 (20.29%) SC Cleared
18 190 (19.87%) Azure Data Factory
19 188 (19.67%) Agile
20 186 (19.46%) PySpark
21 183 (19.14%) Power Platform
22 179 (18.72%) Power BI
23 152 (15.90%) Data Science
24 147 (15.38%) Problem-Solving
25 137 (14.33%) Git
26 136 (14.23%) Data Governance
27 132 (13.81%) Snowflake
28 131 (13.70%) Apache Airflow
29 127 (13.28%) Data Lake
29 127 (13.28%) Machine Learning

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
1 131 (13.70%) Apache Airflow
2 118 (12.34%) Apache Spark
3 77 (8.05%) Apache
4 23 (2.41%) Confluence
5 20 (2.09%) SAS
6 6 (0.63%) Apache Pig
6 6 (0.63%) Oracle Application Server
7 5 (0.52%) IIS
8 4 (0.42%) Jupyter
9 3 (0.31%) ArcGIS
9 3 (0.31%) Oracle SOA Suite
9 3 (0.31%) SharePoint
10 2 (0.21%) Luigi
11 1 (0.10%) Apache Superset
11 1 (0.10%) Apache Synapse
11 1 (0.10%) Microsoft Exchange
11 1 (0.10%) nginx
Applications
1 7 (0.73%) Microsoft Excel
2 2 (0.21%) Chatbot
2 2 (0.21%) Microsoft PowerPoint
3 1 (0.10%) Microsoft Office
3 1 (0.10%) MS Visio
3 1 (0.10%) SPSS
3 1 (0.10%) Stata
Business Applications
1 3 (0.31%) Oracle BPM
2 2 (0.21%) Aladdin
2 2 (0.21%) Maximo
2 2 (0.21%) SAP S/4HANA
3 1 (0.10%) Actimize
3 1 (0.10%) Dynamics CRM
3 1 (0.10%) NetSuite
3 1 (0.10%) SAP ERP
Cloud Services
1 429 (44.87%) Azure
2 293 (30.65%) AWS
3 190 (19.87%) Azure Data Factory
4 183 (19.14%) Power Platform
5 132 (13.81%) Snowflake
6 116 (12.13%) Azure Synapse Analytics
7 115 (12.03%) GCP
8 105 (10.98%) Amazon S3
9 99 (10.36%) dbt
10 89 (9.31%) Serverless
11 87 (9.10%) GitHub
12 69 (7.22%) Azure DevOps
13 55 (5.75%) AWS Lambda
14 47 (4.92%) GitHub Actions
15 33 (3.45%) AWS CloudFormation
16 28 (2.93%) SaaS
17 24 (2.51%) Microsoft Purview
18 21 (2.20%) AWS Step Functions
19 20 (2.09%) Amazon Kinesis
20 19 (1.99%) Amazon EMR
Communications & Networking
1 5 (0.52%) DNS
2 4 (0.42%) Firewall
2 4 (0.42%) TCP/IP
3 3 (0.31%) BGP
3 3 (0.31%) DMZ
3 3 (0.31%) Multicast
3 3 (0.31%) SAN
3 3 (0.31%) SSH
3 3 (0.31%) Structured Cabling
3 3 (0.31%) VPN
4 2 (0.21%) Internet
4 2 (0.21%) SSL
4 2 (0.21%) Wi-Fi
5 1 (0.10%) LAN
5 1 (0.10%) MQTT
5 1 (0.10%) Network Security
5 1 (0.10%) Software-Defined Networking
5 1 (0.10%) WAN
Database & Business Intelligence
1 217 (22.70%) Data Warehouse
2 179 (18.72%) Power BI
3 127 (13.28%) Data Lake
4 80 (8.37%) SQL Server
5 77 (8.05%) Big Data
6 66 (6.90%) Azure SQL Database
7 64 (6.69%) PostgreSQL
8 63 (6.59%) NoSQL
9 55 (5.75%) Amazon Redshift
10 54 (5.65%) Delta Lake
11 53 (5.54%) BigQuery
12 49 (5.13%) Hadoop
13 46 (4.81%) Metadata
14 39 (4.08%) Relational Database
14 39 (4.08%) SQL Server Integration Services
15 36 (3.77%) Tableau
16 32 (3.35%) Amazon Athena
17 28 (2.93%) Elasticsearch
17 28 (2.93%) Snowflake Schema
18 26 (2.72%) Star Schema
Development Applications
1 137 (14.33%) Git
2 66 (6.90%) Jenkins
3 43 (4.50%) JIRA
4 38 (3.97%) GitLab
5 26 (2.72%) MLflow
6 6 (0.63%) Bitbucket
6 6 (0.63%) DBeaver
7 5 (0.52%) Visual Studio Code
8 4 (0.42%) Poetry
8 4 (0.42%) SonarQube
9 3 (0.31%) Cucumber
9 3 (0.31%) PyCharm
9 3 (0.31%) Sonatype Nexus
9 3 (0.31%) Visual Studio
10 2 (0.21%) Artifactory
10 2 (0.21%) JMeter
10 2 (0.21%) Selenium
10 2 (0.21%) Zephyr
11 1 (0.10%) Gradle
11 1 (0.10%) SQL Server Management Studio (SSMS)
General
1 168 (17.57%) Social Skills
2 152 (15.90%) Finance
3 101 (10.56%) Analytical Skills
4 68 (7.11%) Public Sector
5 44 (4.60%) Banking
6 27 (2.82%) Inclusion and Diversity
7 15 (1.57%) Investment Banking
8 14 (1.46%) Front Office
9 13 (1.36%) Pharmaceutical
10 11 (1.15%) Telecoms
11 10 (1.05%) Marketing
11 10 (1.05%) Retail
12 7 (0.73%) Documentation Skills
13 6 (0.63%) Military
14 5 (0.52%) Health Technology
14 5 (0.52%) Manufacturing
15 4 (0.42%) Back Office
15 4 (0.42%) Corporate Banking
15 4 (0.42%) Law
15 4 (0.42%) Legal
Libraries, Frameworks & Software Standards
1 186 (19.46%) PySpark
2 100 (10.46%) Kafka
3 41 (4.29%) Pandas
4 28 (2.93%) REST
5 26 (2.72%) NumPy
6 20 (2.09%) RESTful
7 17 (1.78%) Apache NiFi
8 15 (1.57%) JSON
8 15 (1.57%) XML
9 14 (1.46%) Flask
9 14 (1.46%) PyTorch
9 14 (1.46%) YAML
10 12 (1.26%) Keycloak
11 11 (1.15%) TensorFlow
12 10 (1.05%) Node.js
12 10 (1.05%) RabbitMQ
13 9 (0.94%) HTML
13 9 (0.94%) Middleware
14 8 (0.84%) OAuth
14 8 (0.84%) pytest
Miscellaneous
1 56 (5.86%) Cloud Native
2 29 (3.03%) Legacy Systems
3 26 (2.72%) Data Structures
4 25 (2.62%) Product Ownership
5 21 (2.20%) Replication
6 19 (1.99%) Algorithms
7 15 (1.57%) Onboarding
8 13 (1.36%) Greenfield Project
8 13 (1.36%) Hybrid Cloud
9 11 (1.15%) Distributed Systems
10 10 (1.05%) Data Protection Act
11 9 (0.94%) IoT
11 9 (0.94%) Life Science
11 9 (0.94%) Reinsurance
12 8 (0.84%) Clustering
12 8 (0.84%) NHS
13 7 (0.73%) Distributed Computing
14 6 (0.63%) AI Agents
14 6 (0.63%) Self-Motivation
14 6 (0.63%) Virtual Team
Operating Systems
1 30 (3.14%) Linux
2 12 (1.26%) Unix
3 1 (0.10%) VMS
Processes & Methodologies
1 430 (44.98%) Data Pipeline
2 396 (41.42%) ETL
3 368 (38.49%) Data Engineering
4 322 (33.68%) Data Modelling
5 308 (32.22%) Analytics
6 283 (29.60%) CI/CD
7 225 (23.54%) Business Intelligence
8 215 (22.49%) DevOps
9 188 (19.67%) Agile
10 152 (15.90%) Data Science
11 147 (15.38%) Problem-Solving
12 136 (14.23%) Data Governance
13 127 (13.28%) Machine Learning
14 120 (12.55%) Data Integration
15 119 (12.45%) AI
16 115 (12.03%) Data Architecture
17 103 (10.77%) Infrastructure as Code
18 91 (9.52%) Migration
19 87 (9.10%) Performance Tuning
20 85 (8.89%) Data Transformation
Programming Languages
1 585 (61.19%) Python
2 552 (57.74%) SQL
3 83 (8.68%) Scala
4 74 (7.74%) Java
5 26 (2.72%) Bash
6 25 (2.62%) PL/SQL
7 23 (2.41%) T-SQL
8 22 (2.30%) Data Analysis Expressions
9 18 (1.88%) R
10 16 (1.67%) Go
11 15 (1.57%) C#
12 14 (1.46%) JavaScript
13 13 (1.36%) Bicep
14 9 (0.94%) PowerShell
14 9 (0.94%) Shell Script
15 8 (0.84%) TypeScript
16 5 (0.52%) Groovy
17 4 (0.42%) Korn
18 3 (0.31%) C++
19 2 (0.21%) VB
Qualifications
1 224 (23.43%) Security Cleared
2 194 (20.29%) SC Cleared
3 32 (3.35%) Azure Certification
4 28 (2.93%) Degree
5 23 (2.41%) AWS Certification
6 21 (2.20%) DV Cleared
7 15 (1.57%) Computer Science Degree
8 12 (1.26%) BPSS Clearance
9 8 (0.84%) Master's Degree
10 5 (0.52%) Microsoft Certification
11 4 (0.42%) CTC Cleared
11 4 (0.42%) DBS Check
12 2 (0.21%) MCP
12 2 (0.21%) SnowPro
13 1 (0.10%) AWS Certified Solutions Architect
13 1 (0.10%) HND
13 1 (0.10%) ITIL Certification
13 1 (0.10%) PhD
13 1 (0.10%) Tableau Certification
Quality Assurance & Compliance
1 255 (26.67%) Data Quality
2 43 (4.50%) GDPR
3 17 (1.78%) QA
4 12 (1.26%) Accessibility
5 5 (0.52%) HIPAA
6 3 (0.31%) ISO/IEC 27001
6 3 (0.31%) MiFID
7 2 (0.21%) Dodd-Frank
7 2 (0.21%) EMIR
7 2 (0.21%) EU AI Act
7 2 (0.21%) ISO/IEC 20000
7 2 (0.21%) NIST
7 2 (0.21%) SLA
7 2 (0.21%) WCAG
8 1 (0.10%) Basel III
8 1 (0.10%) Disclosure Scotland
8 1 (0.10%) HL7
8 1 (0.10%) NCSC
8 1 (0.10%) Sarbanes-Oxley
8 1 (0.10%) SOC 2
System Software
1 78 (8.16%) Docker
2 9 (0.94%) Virtual Machines
3 5 (0.52%) zsh
4 3 (0.31%) Active Directory
5 1 (0.10%) HDFS
Systems Management
1 109 (11.40%) Terraform
2 78 (8.16%) Kubernetes
3 14 (1.46%) Ansible
4 13 (1.36%) Grafana
5 9 (0.94%) NetBackup
6 8 (0.84%) Prometheus
7 6 (0.63%) Kibana
8 5 (0.52%) Puppet
9 4 (0.42%) Argo
9 4 (0.42%) logstash
10 3 (0.31%) Ambari
10 3 (0.31%) Istio
10 3 (0.31%) Kubeflow
10 3 (0.31%) ZABBIX
11 2 (0.21%) Control-M
11 2 (0.21%) EMC NetWorker
11 2 (0.21%) Kustomize
11 2 (0.21%) Tivoli Storage Manager
Vendors
1 328 (34.31%) Databricks
2 127 (13.28%) Microsoft
3 62 (6.49%) Oracle
4 38 (3.97%) Google
5 29 (3.03%) Talend
6 22 (2.30%) Foundry
6 22 (2.30%) Palantir
7 20 (2.09%) Denodo
8 19 (1.99%) Informatica
9 16 (1.67%) Cloudera
9 16 (1.67%) IBM
9 16 (1.67%) ServiceNow
10 14 (1.46%) SAP
11 12 (1.26%) Red Hat
12 9 (0.94%) Commvault
12 9 (0.94%) Splunk
12 9 (0.94%) Veritas
13 8 (0.84%) Confluent
14 7 (0.73%) Cisco
14 7 (0.73%) Virgin Media