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 14 February 2026.

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

6 months to
14 Feb 2026
Same period 2025 Same period 2024
Rank 86 79 107
Rank change year-on-year -7 +28 +12
Contract jobs requiring a Data Engineer 1,194 930 952
As % of all contract jobs in the UK 2.98% 3.00% 2.12%
As % of the Job Titles category 3.25% 3.23% 2.28%
Number of daily rates quoted 855 668 737
10th Percentile £359 £356 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £500 £513 £525
Median % change year-on-year -2.44% -2.38% -4.55%
75th Percentile £588 £601 £625
90th Percentile £675 £700 £688
UK excluding London median daily rate £475 £475 £500
% change year-on-year - -5.00% -2.44%
Number of hourly rates quoted 12 15 26
10th Percentile £30.82 £25.15 £35.32
25th Percentile £34.88 £26.29 £38.09
Median hourly rate £53.50 £65.00 £60.50
Median % change year-on-year -17.69% +7.44% -5.47%
75th Percentile £64.56 £93.75 £67.19
90th Percentile £78.03 £97.50 £76.25
UK excluding London median hourly rate £52.50 £26.50 £62.50
% change year-on-year +98.11% -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 36,763 28,770 41,757
% of contract IT jobs with a recognized job title 91.61% 92.92% 93.18%
Number of daily rates quoted 23,120 17,782 27,516
10th Percentile £303 £291 £275
25th Percentile £406 £406 £410
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £614 £638 £638
90th Percentile £720 £738 £738
UK excluding London median daily rate £477 £475 £490
% change year-on-year +0.42% -3.06% -2.00%
Number of hourly rates quoted 2,236 824 2,307
10th Percentile £14.61 £16.00 £13.15
25th Percentile £18.87 £21.25 £16.40
Median hourly rate £30.00 £33.00 £35.00
Median % change year-on-year -9.09% -5.71% -2.23%
75th Percentile £61.84 £63.75 £60.75
90th Percentile £72.52 £75.00 £72.50
UK excluding London median hourly rate £29.60 £31.76 £35.00
% change year-on-year -6.80% -9.26% -

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 14 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 14 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 14 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 -8 1,009 £500 -4.76% 432
London +6 635 £515 -6.36% 152
UK excluding London -25 393 £475 - 345
Work from Home -6 364 £500 -4.76% 191
Midlands -17 122 £508 +6.39% 65
North of England -25 121 £450 -1.37% 95
West Midlands -13 108 £513 +3.54% 50
North West -15 71 £425 -2.86% 56
Scotland +10 55 £450 +1.41% 26
South East -37 52 £513 -2.38% 111
South West -5 46 £525 +5.00% 34
Yorkshire -38 36 £481 -2.53% 33
Wales -10 17 £410 -18.00% 3
North East -13 14 £450 -14.29% 8
East Midlands -24 14 £431 +15.00% 15
East of England -40 5 £510 +60.38% 15
Northern Ireland -3 1 £430 -21.82%

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

For the 6 months to 14 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.

1 693 (58.04%) Python
2 675 (56.53%) SQL
3 520 (43.55%) Azure
4 506 (42.38%) Data Pipeline
5 491 (41.12%) ETL
6 468 (39.20%) Data Engineering
7 425 (35.59%) Analytics
8 407 (34.09%) Data Modelling
9 385 (32.24%) Databricks
10 348 (29.15%) AWS
11 333 (27.89%) Data Quality
12 328 (27.47%) CI/CD
13 302 (25.29%) Security Cleared
14 281 (23.53%) Business Intelligence
15 264 (22.11%) SC Cleared
16 240 (20.10%) Power Platform
17 237 (19.85%) DevOps
18 235 (19.68%) Data Warehouse
19 234 (19.60%) PySpark
20 230 (19.26%) Power BI
21 224 (18.76%) Agile
22 215 (18.01%) Azure Data Factory
23 194 (16.25%) Problem-Solving
24 184 (15.41%) Data Science
25 181 (15.16%) Data Governance
26 164 (13.74%) Microsoft
27 157 (13.15%) Git
28 152 (12.73%) Data Lake
28 152 (12.73%) Snowflake
28 152 (12.73%) Terraform

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
1 128 (10.72%) Apache Airflow
2 125 (10.47%) Apache Spark
3 87 (7.29%) Apache
4 22 (1.84%) Confluence
4 22 (1.84%) SAS
5 18 (1.51%) Palantir Foundry
6 6 (0.50%) Apache Pig
6 6 (0.50%) Oracle Application Server
7 5 (0.42%) IIS
7 5 (0.42%) Jupyter
8 4 (0.34%) Microsoft Exchange
8 4 (0.34%) SharePoint
9 3 (0.25%) ArcGIS
10 2 (0.17%) Luigi
11 1 (0.084%) Apache Superset
11 1 (0.084%) Apache Synapse
11 1 (0.084%) Appian
11 1 (0.084%) Camunda
11 1 (0.084%) nginx
11 1 (0.084%) Oracle SOA Suite
Applications
1 12 (1.01%) Microsoft Excel
2 2 (0.17%) Chatbot
2 2 (0.17%) Microsoft Office
3 1 (0.084%) Microsoft PowerPoint
Business Applications
1 2 (0.17%) Dynamics CRM
1 2 (0.17%) Maximo
2 1 (0.084%) Actimize
2 1 (0.084%) Aladdin
2 1 (0.084%) Elite 3E
2 1 (0.084%) NEC Housing
2 1 (0.084%) Oracle BPM
2 1 (0.084%) SAP ERP
Cloud Services
1 520 (43.55%) Azure
2 348 (29.15%) AWS
3 240 (20.10%) Power Platform
4 215 (18.01%) Azure Data Factory
5 152 (12.73%) Snowflake
6 139 (11.64%) Azure Synapse Analytics
7 128 (10.72%) GCP
8 116 (9.72%) dbt
9 115 (9.63%) Amazon S3
10 111 (9.30%) Serverless
11 99 (8.29%) GitHub
12 87 (7.29%) Azure DevOps
13 75 (6.28%) AWS Lambda
14 47 (3.94%) GitHub Actions
15 46 (3.85%) AWS CloudFormation
16 28 (2.35%) SaaS
17 27 (2.26%) Amazon EMR
17 27 (2.26%) AWS Step Functions
18 25 (2.09%) Microsoft Purview
19 22 (1.84%) Amazon Kinesis
Communications & Networking
1 13 (1.09%) DNS
2 12 (1.01%) BGP
2 12 (1.01%) DMZ
2 12 (1.01%) Multicast
2 12 (1.01%) VPN
3 4 (0.34%) Firewall
4 3 (0.25%) SAN
4 3 (0.25%) Structured Cabling
5 1 (0.084%) Internet
5 1 (0.084%) LAN
5 1 (0.084%) MQTT
5 1 (0.084%) Network Security
5 1 (0.084%) Software-Defined Networking
5 1 (0.084%) TCP/IP
5 1 (0.084%) WAN
5 1 (0.084%) Wi-Fi
Database & Business Intelligence
1 235 (19.68%) Data Warehouse
2 230 (19.26%) Power BI
3 152 (12.73%) Data Lake
4 102 (8.54%) SQL Server
5 76 (6.37%) Delta Lake
6 72 (6.03%) PostgreSQL
7 71 (5.95%) Big Data
7 71 (5.95%) BigQuery
8 69 (5.78%) Azure SQL Database
9 66 (5.53%) Amazon Redshift
10 65 (5.44%) NoSQL
11 63 (5.28%) Metadata
12 55 (4.61%) SQL Server Integration Services
13 43 (3.60%) Amazon Athena
14 42 (3.52%) Tableau
15 41 (3.43%) Relational Database
15 41 (3.43%) Snowflake Schema
16 39 (3.27%) Hadoop
17 31 (2.60%) Pentaho
18 26 (2.18%) Star Schema
Development Applications
1 157 (13.15%) Git
2 55 (4.61%) Jenkins
3 47 (3.94%) JIRA
4 45 (3.77%) GitLab
5 23 (1.93%) MLflow
6 6 (0.50%) DBeaver
7 4 (0.34%) Bitbucket
7 4 (0.34%) Visual Studio
8 3 (0.25%) Cucumber
8 3 (0.25%) 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 (0.084%) Artifactory
10 1 (0.084%) Gradle
10 1 (0.084%) Maven
10 1 (0.084%) Mockito
10 1 (0.084%) Team Foundation Server
10 1 (0.084%) TeamCity
General
1 214 (17.92%) Social Skills
2 177 (14.82%) Finance
3 131 (10.97%) Analytical Skills
4 86 (7.20%) Public Sector
5 58 (4.86%) Banking
6 35 (2.93%) Inclusion and Diversity
7 18 (1.51%) Investment Banking
8 14 (1.17%) Documentation Skills
8 14 (1.17%) Retail
9 12 (1.01%) Front Office
10 11 (0.92%) Marketing
10 11 (0.92%) Pharmaceutical
11 9 (0.75%) Telecoms
12 8 (0.67%) Manufacturing
13 7 (0.59%) Military
13 7 (0.59%) Publishing
14 5 (0.42%) Law
15 4 (0.34%) Back Office
15 4 (0.34%) Legal
15 4 (0.34%) Organisational Skills
Libraries, Frameworks & Software Standards
1 234 (19.60%) PySpark
2 122 (10.22%) Kafka
3 50 (4.19%) Pandas
4 32 (2.68%) REST
5 29 (2.43%) JSON
6 24 (2.01%) NumPy
6 24 (2.01%) YAML
7 18 (1.51%) XML
8 17 (1.42%) PyTorch
9 15 (1.26%) RESTful
10 14 (1.17%) Apache NiFi
11 13 (1.09%) OpenTelemetry
12 12 (1.01%) Great Expectations
12 12 (1.01%) Keycloak
12 12 (1.01%) Node.js
12 12 (1.01%) scikit-learn
12 12 (1.01%) TensorFlow
13 11 (0.92%) Matplotlib
14 10 (0.84%) pytest
15 9 (0.75%) Flask
Miscellaneous
1 88 (7.37%) Cloud Native
2 31 (2.60%) Data Structures
3 27 (2.26%) Legacy Systems
4 25 (2.09%) Product Ownership
5 21 (1.76%) Algorithms
5 21 (1.76%) Replication
6 20 (1.68%) Distributed Systems
7 19 (1.59%) Onboarding
8 18 (1.51%) Hybrid Cloud
8 18 (1.51%) Reinsurance
9 16 (1.34%) Clustering
10 15 (1.26%) Data Protection Act
10 15 (1.26%) Greenfield Project
11 11 (0.92%) Public Cloud
12 9 (0.75%) Distributed Computing
13 8 (0.67%) Life Science
13 8 (0.67%) NHS
14 7 (0.59%) Management Information System
14 7 (0.59%) Virtual Team
15 5 (0.42%) Linux Command Line
Operating Systems
1 26 (2.18%) Linux
2 16 (1.34%) Unix
3 1 (0.084%) VMS
3 1 (0.084%) Windows
Processes & Methodologies
1 506 (42.38%) Data Pipeline
2 491 (41.12%) ETL
3 468 (39.20%) Data Engineering
4 425 (35.59%) Analytics
5 407 (34.09%) Data Modelling
6 328 (27.47%) CI/CD
7 281 (23.53%) Business Intelligence
8 237 (19.85%) DevOps
9 224 (18.76%) Agile
10 194 (16.25%) Problem-Solving
11 184 (15.41%) Data Science
12 181 (15.16%) Data Governance
13 145 (12.14%) AI
14 137 (11.47%) Infrastructure as Code
15 136 (11.39%) Machine Learning
16 134 (11.22%) Data Architecture
17 133 (11.14%) Data Integration
18 126 (10.55%) Migration
19 119 (9.97%) Data Transformation
20 118 (9.88%) Performance Tuning
Programming Languages
1 693 (58.04%) Python
2 675 (56.53%) SQL
3 90 (7.54%) Scala
4 87 (7.29%) Java
5 34 (2.85%) Data Analysis Expressions
5 34 (2.85%) T-SQL
6 28 (2.35%) C#
7 26 (2.18%) PL/SQL
8 21 (1.76%) Bicep
9 19 (1.59%) Bash
10 18 (1.51%) R
11 16 (1.34%) Go
12 15 (1.26%) PowerShell
13 14 (1.17%) JavaScript
14 13 (1.09%) Shell Script
15 7 (0.59%) TypeScript
16 4 (0.34%) C++
16 4 (0.34%) Korn
17 2 (0.17%) C
17 2 (0.17%) VB
Qualifications
1 302 (25.29%) Security Cleared
2 264 (22.11%) SC Cleared
3 38 (3.18%) Degree
4 37 (3.10%) Azure Certification
5 24 (2.01%) AWS Certification
5 24 (2.01%) BPSS Clearance
6 20 (1.68%) DV Cleared
7 17 (1.42%) Computer Science Degree
8 9 (0.75%) Master's Degree
9 5 (0.42%) DBS Check
9 5 (0.42%) Microsoft Certification
10 4 (0.34%) CTC Cleared
11 3 (0.25%) IBM Certification
12 2 (0.17%) Microsoft Certified Professional
12 2 (0.17%) SnowPro
13 1 (0.084%) CCIE
13 1 (0.084%) CCNP
13 1 (0.084%) Cisco Certification
13 1 (0.084%) CISSP
13 1 (0.084%) Numerate Degree
Quality Assurance & Compliance
1 333 (27.89%) Data Quality
2 49 (4.10%) GDPR
3 30 (2.51%) QA
4 16 (1.34%) Accessibility
5 5 (0.42%) ISO/IEC 27001
6 4 (0.34%) HIPAA
7 3 (0.25%) FATCA
7 3 (0.25%) 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 (0.084%) Basel III
9 1 (0.084%) Disclosure Scotland
9 1 (0.084%) ISO 13485
9 1 (0.084%) NCSC
9 1 (0.084%) PMO
System Software
1 77 (6.45%) Docker
2 11 (0.92%) Virtual Machines
3 5 (0.42%) zsh
4 2 (0.17%) Active Directory
5 1 (0.084%) HDFS
Systems Management
1 152 (12.73%) Terraform
2 84 (7.04%) Kubernetes
3 17 (1.42%) Grafana
4 15 (1.26%) Prometheus
5 8 (0.67%) Ansible
6 5 (0.42%) Kibana
6 5 (0.42%) NetBackup
7 4 (0.34%) logstash
8 3 (0.25%) Control-M
8 3 (0.25%) Kubeflow
8 3 (0.25%) Puppet
9 2 (0.17%) EMC NetWorker
9 2 (0.17%) Tivoli Storage Manager
10 1 (0.084%) Ambari
10 1 (0.084%) Argo
10 1 (0.084%) Fluentd
10 1 (0.084%) Kustomize
10 1 (0.084%) QRadar
10 1 (0.084%) Rancher
10 1 (0.084%) ZABBIX
Vendors
1 385 (32.24%) Databricks
2 164 (13.74%) Microsoft
3 77 (6.45%) Oracle
4 45 (3.77%) Talend
5 44 (3.69%) Google
6 43 (3.60%) Informatica
7 23 (1.93%) Denodo
8 21 (1.76%) Foundry
8 21 (1.76%) Palantir
9 20 (1.68%) Splunk
10 19 (1.59%) IBM
11 17 (1.42%) Cisco
11 17 (1.42%) ServiceNow
12 13 (1.09%) F5
13 12 (1.01%) SAP
14 11 (0.92%) Alteryx
14 11 (0.92%) Cloudera
15 9 (0.75%) Confluent
16 7 (0.59%) Salesforce
16 7 (0.59%) Virgin Media