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 6 February 2026.

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

6 months to
6 Feb 2026
Same period 2025 Same period 2024
Rank 89 81 115
Rank change year-on-year -8 +34 +4
Contract jobs requiring a Data Engineer 1,141 930 912
As % of all contract jobs in the UK 2.91% 2.98% 2.04%
As % of the Job Titles category 3.18% 3.21% 2.19%
Number of daily rates quoted 818 663 703
10th Percentile £360 £356 £350
25th Percentile £413 £431 £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 £710 £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 35,834 28,947 41,693
% of contract IT jobs with a recognized job title 91.51% 92.90% 93.12%
Number of daily rates quoted 22,581 17,764 27,572
10th Percentile £300 £291 £275
25th Percentile £406 £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 £477 £490
% change year-on-year -0.42% -2.65% -2.00%
Number of hourly rates quoted 2,159 838 2,289
10th Percentile £14.50 £15.98 £13.15
25th Percentile £18.54 £21.25 £16.54
Median hourly rate £29.65 £33.00 £35.00
Median % change year-on-year -10.17% -5.71% -
75th Percentile £61.25 £62.64 £61.60
90th Percentile £71.00 £75.00 £73.05
UK excluding London median hourly rate £27.77 £31.76 £36.00
% change year-on-year -12.56% -11.78% +10.77%

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 6 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 6 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 6 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 -9 965 £500 -4.76% 454
London +1 607 £523 -5.00% 200
UK excluding London -37 373 £475 -1.04% 343
Work from Home -12 350 £500 -4.94% 205
Midlands -11 121 £500 +2.25% 44
North of England -34 108 £463 - 88
West Midlands -8 106 £513 +3.54% 38
North West -19 62 £415 -6.48% 54
Scotland +7 49 £450 +1.41% 28
South West -1 49 £525 +5.00% 44
South East -48 47 £496 -5.48% 120
Yorkshire -41 33 £500 -2.44% 30
Wales -7 17 £410 -18.00% 5
East Midlands -19 15 £450 +20.81% 6
North East -14 13 £450 -14.29% 6
East of England -39 5 £563 +76.76% 16
Northern Ireland -5 1 £430 -21.82%

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

For the 6 months to 6 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.

1 661 (57.93%) Python
2 646 (56.62%) SQL
3 494 (43.30%) Azure
4 484 (42.42%) Data Pipeline
5 465 (40.75%) ETL
6 439 (38.48%) Data Engineering
7 404 (35.41%) Analytics
8 388 (34.01%) Data Modelling
9 377 (33.04%) Databricks
10 344 (30.15%) AWS
11 326 (28.57%) CI/CD
12 315 (27.61%) Data Quality
13 289 (25.33%) Security Cleared
14 264 (23.14%) Business Intelligence
15 257 (22.52%) SC Cleared
16 227 (19.89%) DevOps
17 225 (19.72%) Data Warehouse
18 223 (19.54%) Power Platform
19 217 (19.02%) Power BI
19 217 (19.02%) PySpark
20 212 (18.58%) Agile
21 203 (17.79%) Azure Data Factory
22 180 (15.78%) Problem-Solving
23 175 (15.34%) Data Science
24 171 (14.99%) Data Governance
25 152 (13.32%) Microsoft
26 151 (13.23%) Git
26 151 (13.23%) Snowflake
27 148 (12.97%) AI
28 146 (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 (11.92%) Apache Airflow
2 124 (10.87%) Apache Spark
3 87 (7.62%) Apache
4 23 (2.02%) SAS
5 19 (1.67%) Confluence
6 18 (1.58%) 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 (0.35%) Microsoft Exchange
9 4 (0.35%) SharePoint
10 3 (0.26%) ArcGIS
11 2 (0.18%) Luigi
12 1 (0.088%) Apache Superset
12 1 (0.088%) Apache Synapse
12 1 (0.088%) Appian
12 1 (0.088%) Camunda
12 1 (0.088%) nginx
12 1 (0.088%) Oracle SOA Suite
Applications
1 12 (1.05%) Microsoft Excel
2 2 (0.18%) Chatbot
2 2 (0.18%) Microsoft Office
3 1 (0.088%) Microsoft PowerPoint
Business Applications
1 2 (0.18%) Maximo
2 1 (0.088%) Actimize
2 1 (0.088%) Aladdin
2 1 (0.088%) Dynamics CRM
2 1 (0.088%) Elite 3E
2 1 (0.088%) Oracle BPM
2 1 (0.088%) SAP ERP
Cloud Services
1 494 (43.30%) Azure
2 344 (30.15%) AWS
3 223 (19.54%) Power Platform
4 203 (17.79%) Azure Data Factory
5 151 (13.23%) Snowflake
6 132 (11.57%) Azure Synapse Analytics
7 128 (11.22%) GCP
8 119 (10.43%) Amazon S3
9 115 (10.08%) dbt
10 107 (9.38%) Serverless
11 102 (8.94%) GitHub
12 85 (7.45%) Azure DevOps
13 71 (6.22%) AWS Lambda
14 53 (4.65%) GitHub Actions
15 43 (3.77%) AWS CloudFormation
16 27 (2.37%) SaaS
17 25 (2.19%) Microsoft Purview
18 24 (2.10%) AWS Step Functions
19 22 (1.93%) Amazon Kinesis
20 21 (1.84%) Amazon EMR
Communications & Networking
1 10 (0.88%) BGP
1 10 (0.88%) DMZ
1 10 (0.88%) DNS
1 10 (0.88%) Multicast
1 10 (0.88%) VPN
2 4 (0.35%) Firewall
3 3 (0.26%) SAN
3 3 (0.26%) Structured Cabling
4 2 (0.18%) Internet
5 1 (0.088%) LAN
5 1 (0.088%) MQTT
5 1 (0.088%) Network Security
5 1 (0.088%) Software-Defined Networking
5 1 (0.088%) TCP/IP
5 1 (0.088%) WAN
5 1 (0.088%) Wi-Fi
Database & Business Intelligence
1 225 (19.72%) Data Warehouse
2 217 (19.02%) Power BI
3 146 (12.80%) Data Lake
4 99 (8.68%) SQL Server
5 72 (6.31%) Big Data
6 70 (6.13%) PostgreSQL
7 69 (6.05%) Azure SQL Database
8 67 (5.87%) BigQuery
9 66 (5.78%) Delta Lake
9 66 (5.78%) NoSQL
10 65 (5.70%) Amazon Redshift
11 58 (5.08%) Metadata
12 50 (4.38%) SQL Server Integration Services
13 41 (3.59%) Tableau
14 40 (3.51%) Amazon Athena
15 39 (3.42%) Hadoop
15 39 (3.42%) Relational Database
15 39 (3.42%) Snowflake Schema
16 33 (2.89%) Star Schema
17 32 (2.80%) Pentaho
Development Applications
1 151 (13.23%) Git
2 57 (5.00%) Jenkins
3 45 (3.94%) JIRA
4 42 (3.68%) GitLab
5 24 (2.10%) MLflow
6 6 (0.53%) DBeaver
7 4 (0.35%) Bitbucket
7 4 (0.35%) Visual Studio
8 3 (0.26%) Cucumber
8 3 (0.26%) Selenium
9 2 (0.18%) JMeter
9 2 (0.18%) JUnit
9 2 (0.18%) Visual Studio Code
9 2 (0.18%) Zephyr
10 1 (0.088%) Deequ
10 1 (0.088%) Jaeger
10 1 (0.088%) Maven
10 1 (0.088%) Poetry
10 1 (0.088%) TeamCity
10 1 (0.088%) Terragrunt
General
1 196 (17.18%) Social Skills
2 169 (14.81%) Finance
3 125 (10.96%) Analytical Skills
4 80 (7.01%) Public Sector
5 57 (5.00%) Banking
6 34 (2.98%) Inclusion and Diversity
7 17 (1.49%) Investment Banking
8 14 (1.23%) Front Office
9 12 (1.05%) Retail
10 11 (0.96%) Marketing
10 11 (0.96%) Pharmaceutical
11 9 (0.79%) 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%) Health Technology
15 4 (0.35%) Legal
Libraries, Frameworks & Software Standards
1 217 (19.02%) PySpark
2 115 (10.08%) Kafka
3 44 (3.86%) Pandas
4 32 (2.80%) REST
5 24 (2.10%) NumPy
6 23 (2.02%) JSON
7 21 (1.84%) YAML
8 17 (1.49%) PyTorch
9 16 (1.40%) XML
10 15 (1.31%) RESTful
11 14 (1.23%) Apache NiFi
12 13 (1.14%) TensorFlow
13 12 (1.05%) Keycloak
13 12 (1.05%) Node.js
14 11 (0.96%) Great Expectations
15 10 (0.88%) pytest
16 9 (0.79%) Flask
16 9 (0.79%) HTML
16 9 (0.79%) Middleware
17 8 (0.70%) RabbitMQ
Miscellaneous
1 86 (7.54%) Cloud Native
2 30 (2.63%) Data Structures
3 26 (2.28%) Legacy Systems
3 26 (2.28%) Product Ownership
4 21 (1.84%) Algorithms
4 21 (1.84%) Replication
5 19 (1.67%) Data Protection Act
6 18 (1.58%) Onboarding
7 17 (1.49%) Distributed Systems
7 17 (1.49%) Reinsurance
8 16 (1.40%) Greenfield Project
9 15 (1.31%) Clustering
10 14 (1.23%) Hybrid Cloud
11 11 (0.96%) Public Cloud
12 10 (0.88%) Distributed Computing
13 9 (0.79%) Life Science
14 8 (0.70%) Virtual Team
15 7 (0.61%) Management Information System
15 7 (0.61%) NHS
16 6 (0.53%) Derivative
Operating Systems
1 25 (2.19%) Linux
2 17 (1.49%) Unix
3 1 (0.088%) VMS
3 1 (0.088%) Windows
Processes & Methodologies
1 484 (42.42%) Data Pipeline
2 465 (40.75%) ETL
3 439 (38.48%) Data Engineering
4 404 (35.41%) Analytics
5 388 (34.01%) Data Modelling
6 326 (28.57%) CI/CD
7 264 (23.14%) Business Intelligence
8 227 (19.89%) DevOps
9 212 (18.58%) Agile
10 180 (15.78%) Problem-Solving
11 175 (15.34%) Data Science
12 171 (14.99%) Data Governance
13 148 (12.97%) AI
14 136 (11.92%) Data Architecture
15 134 (11.74%) Machine Learning
16 129 (11.31%) Infrastructure as Code
17 128 (11.22%) Data Integration
18 111 (9.73%) Data Transformation
19 108 (9.47%) Migration
20 104 (9.11%) Performance Tuning
Programming Languages
1 661 (57.93%) Python
2 646 (56.62%) SQL
3 91 (7.98%) Scala
4 87 (7.62%) Java
5 31 (2.72%) Data Analysis Expressions
6 30 (2.63%) T-SQL
7 25 (2.19%) PL/SQL
8 24 (2.10%) C#
9 19 (1.67%) Bash
10 18 (1.58%) Bicep
11 16 (1.40%) Go
11 16 (1.40%) R
12 14 (1.23%) JavaScript
13 13 (1.14%) Shell Script
14 12 (1.05%) PowerShell
15 8 (0.70%) TypeScript
16 4 (0.35%) C++
16 4 (0.35%) Korn
17 2 (0.18%) C
17 2 (0.18%) VB
Qualifications
1 289 (25.33%) Security Cleared
2 257 (22.52%) SC Cleared
3 37 (3.24%) Azure Certification
3 37 (3.24%) Degree
4 23 (2.02%) AWS Certification
5 20 (1.75%) DV Cleared
6 17 (1.49%) Computer Science Degree
7 13 (1.14%) BPSS Clearance
8 10 (0.88%) Master's Degree
9 6 (0.53%) Microsoft Certification
10 4 (0.35%) CTC Cleared
10 4 (0.35%) DBS Check
11 3 (0.26%) IBM Certification
12 2 (0.18%) Microsoft Certified Professional
12 2 (0.18%) SnowPro
13 1 (0.088%) AWS Certified Solutions Architect
13 1 (0.088%) CompTIA Security+
13 1 (0.088%) Numerate Degree
13 1 (0.088%) PhD
13 1 (0.088%) Tableau Certification
Quality Assurance & Compliance
1 315 (27.61%) Data Quality
2 47 (4.12%) GDPR
3 27 (2.37%) QA
4 14 (1.23%) 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 (0.18%) Dodd-Frank
8 2 (0.18%) EMIR
8 2 (0.18%) EU AI Act
8 2 (0.18%) GRC
8 2 (0.18%) NIST
8 2 (0.18%) SLA
8 2 (0.18%) SOC 2
8 2 (0.18%) WCAG
9 1 (0.088%) Basel III
9 1 (0.088%) Disclosure Scotland
9 1 (0.088%) ISO 13485
9 1 (0.088%) Sarbanes-Oxley
System Software
1 82 (7.19%) Docker
2 11 (0.96%) Virtual Machines
3 5 (0.44%) zsh
4 2 (0.18%) Active Directory
5 1 (0.088%) HDFS
Systems Management
1 143 (12.53%) Terraform
2 82 (7.19%) Kubernetes
3 15 (1.31%) Grafana
4 9 (0.79%) Ansible
5 8 (0.70%) Prometheus
6 6 (0.53%) NetBackup
7 5 (0.44%) Kibana
8 4 (0.35%) logstash
9 3 (0.26%) Control-M
9 3 (0.26%) Kubeflow
10 2 (0.18%) EMC NetWorker
10 2 (0.18%) Puppet
10 2 (0.18%) Tivoli Storage Manager
11 1 (0.088%) Ambari
11 1 (0.088%) Argo
11 1 (0.088%) Fluentd
11 1 (0.088%) Kustomize
11 1 (0.088%) QRadar
11 1 (0.088%) Rancher
11 1 (0.088%) ZABBIX
Vendors
1 377 (33.04%) Databricks
2 152 (13.32%) Microsoft
3 77 (6.75%) Oracle
4 45 (3.94%) Talend
5 43 (3.77%) Google
6 38 (3.33%) Informatica
7 24 (2.10%) Denodo
8 21 (1.84%) Foundry
8 21 (1.84%) Palantir
9 19 (1.67%) IBM
10 16 (1.40%) ServiceNow
11 15 (1.31%) Splunk
12 14 (1.23%) Cisco
13 11 (0.96%) Alteryx
13 11 (0.96%) Cloudera
14 10 (0.88%) F5
14 10 (0.88%) SAP
15 9 (0.79%) Confluent
16 7 (0.61%) Salesforce
16 7 (0.61%) Virgin Media