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 5 February 2026.

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

6 months to
5 Feb 2026
Same period 2025 Same period 2024
Rank 87 82 119
Rank change year-on-year -5 +37 +1
Contract jobs requiring a Data Engineer 1,129 930 903
As % of all contract jobs in the UK 2.88% 2.99% 2.03%
As % of the Job Titles category 3.15% 3.21% 2.18%
Number of daily rates quoted 806 662 695
10th Percentile £360 £356 £350
25th Percentile £413 £426 £428
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £588 £613 £625
90th Percentile £700 £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 35,817 28,937 41,417
% of contract IT jobs with a recognized job title 91.49% 92.92% 93.13%
Number of daily rates quoted 22,569 17,745 27,379
10th Percentile £300 £292 £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 £477 £490
% change year-on-year -0.42% -2.65% -2.00%
Number of hourly rates quoted 2,156 846 2,282
10th Percentile £14.50 £15.92 £13.15
25th Percentile £18.57 £21.25 £16.54
Median hourly rate £30.00 £33.00 £35.00
Median % change year-on-year -9.09% -5.71% -
75th Percentile £61.31 £62.50 £61.52
90th Percentile £71.25 £75.00 £72.88
UK excluding London median hourly rate £28.00 £32.13 £35.98
% change year-on-year -12.85% -10.69% +10.69%

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 5 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 5 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 5 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 -9 953 £510 -2.86% 467
London -4 599 £525 -4.55% 214
UK excluding London -35 368 £475 -1.04% 348
Work from Home -8 345 £500 -4.76% 203
Midlands -14 118 £513 +4.70% 45
North of England -39 106 £456 -1.35% 87
West Midlands -11 103 £515 +3.00% 36
North West -18 61 £415 -5.14% 55
South West +2 51 £550 +10.00% 39
Scotland +13 49 £450 +1.41% 31
South East -46 45 £496 -5.48% 126
Yorkshire -42 32 £500 -2.44% 26
Wales -4 16 £410 -18.00% 3
East Midlands -16 15 £450 +20.81% 9
North East -13 13 £450 -14.29% 8
East of England -35 5 £563 +76.76% 19
Northern Ireland -2 1 £430 -21.82% 1

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

For the 6 months to 5 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.

1 650 (57.57%) Python
2 633 (56.07%) SQL
3 491 (43.49%) Azure
4 479 (42.43%) Data Pipeline
5 461 (40.83%) ETL
6 434 (38.44%) Data Engineering
7 397 (35.16%) Analytics
8 388 (34.37%) Data Modelling
9 373 (33.04%) Databricks
10 342 (30.29%) AWS
11 324 (28.70%) CI/CD
12 313 (27.72%) Data Quality
13 293 (25.95%) Security Cleared
14 261 (23.12%) SC Cleared
15 257 (22.76%) Business Intelligence
16 227 (20.11%) DevOps
17 223 (19.75%) Data Warehouse
18 216 (19.13%) Power Platform
19 214 (18.95%) PySpark
20 211 (18.69%) Agile
21 210 (18.60%) Power BI
22 201 (17.80%) Azure Data Factory
23 178 (15.77%) Problem-Solving
24 173 (15.32%) Data Science
25 165 (14.61%) Data Governance
26 151 (13.37%) Snowflake
27 150 (13.29%) Microsoft
28 149 (13.20%) Git
29 148 (13.11%) AI
30 145 (12.84%) 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
1 135 (11.96%) Apache Airflow
2 123 (10.89%) Apache Spark
3 81 (7.17%) Apache
4 25 (2.21%) SAS
5 19 (1.68%) Confluence
6 18 (1.59%) 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 (0.27%) ArcGIS
11 2 (0.18%) Luigi
12 1 (0.089%) Apache Superset
12 1 (0.089%) Apache Synapse
12 1 (0.089%) Appian
12 1 (0.089%) Camunda
12 1 (0.089%) nginx
12 1 (0.089%) Oracle SOA Suite
Applications
1 12 (1.06%) Microsoft Excel
2 2 (0.18%) Chatbot
2 2 (0.18%) Microsoft Office
3 1 (0.089%) Microsoft PowerPoint
Business Applications
1 2 (0.18%) Maximo
2 1 (0.089%) Actimize
2 1 (0.089%) Aladdin
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
1 491 (43.49%) Azure
2 342 (30.29%) AWS
3 216 (19.13%) Power Platform
4 201 (17.80%) Azure Data Factory
5 151 (13.37%) Snowflake
6 129 (11.43%) Azure Synapse Analytics
7 126 (11.16%) GCP
8 118 (10.45%) Amazon S3
9 115 (10.19%) dbt
10 109 (9.65%) Serverless
11 100 (8.86%) GitHub
12 84 (7.44%) Azure DevOps
13 71 (6.29%) AWS Lambda
14 51 (4.52%) GitHub Actions
15 43 (3.81%) AWS CloudFormation
16 27 (2.39%) SaaS
17 24 (2.13%) AWS Step Functions
18 23 (2.04%) Microsoft Purview
19 21 (1.86%) Amazon EMR
19 21 (1.86%) 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 (0.35%) 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
1 223 (19.75%) Data Warehouse
2 210 (18.60%) Power BI
3 145 (12.84%) Data Lake
4 97 (8.59%) SQL Server
5 74 (6.55%) Big Data
6 69 (6.11%) PostgreSQL
7 67 (5.93%) Azure SQL Database
8 65 (5.76%) Amazon Redshift
8 65 (5.76%) Delta Lake
8 65 (5.76%) NoSQL
9 63 (5.58%) BigQuery
10 58 (5.14%) Metadata
11 48 (4.25%) SQL Server Integration Services
12 40 (3.54%) Amazon Athena
13 39 (3.45%) Hadoop
13 39 (3.45%) Relational Database
14 38 (3.37%) Tableau
15 36 (3.19%) Snowflake Schema
16 34 (3.01%) Pentaho
17 33 (2.92%) Star Schema
Development Applications
1 149 (13.20%) Git
2 58 (5.14%) Jenkins
3 47 (4.16%) JIRA
4 42 (3.72%) GitLab
5 24 (2.13%) MLflow
6 6 (0.53%) DBeaver
7 4 (0.35%) Bitbucket
7 4 (0.35%) 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%) Deequ
10 1 (0.089%) Jaeger
10 1 (0.089%) Maven
10 1 (0.089%) Poetry
10 1 (0.089%) SQL Server Management Studio (SSMS)
10 1 (0.089%) Terragrunt
General
1 194 (17.18%) Social Skills
2 165 (14.61%) Finance
3 121 (10.72%) Analytical Skills
4 82 (7.26%) Public Sector
5 54 (4.78%) Banking
6 34 (3.01%) Inclusion and Diversity
7 17 (1.51%) Investment Banking
8 15 (1.33%) Front Office
9 12 (1.06%) Pharmaceutical
9 12 (1.06%) Retail
10 10 (0.89%) Marketing
11 9 (0.80%) Documentation Skills
12 7 (0.62%) Manufacturing
12 7 (0.62%) Military
12 7 (0.62%) Telecoms
13 5 (0.44%) Law
14 4 (0.35%) Back Office
14 4 (0.35%) Financial Institution
14 4 (0.35%) Health Technology
14 4 (0.35%) Legal
Libraries, Frameworks & Software Standards
1 214 (18.95%) PySpark
2 109 (9.65%) Kafka
3 42 (3.72%) Pandas
4 31 (2.75%) REST
5 23 (2.04%) NumPy
6 21 (1.86%) JSON
7 19 (1.68%) YAML
8 18 (1.59%) PyTorch
9 15 (1.33%) RESTful
10 14 (1.24%) Apache NiFi
10 14 (1.24%) XML
11 13 (1.15%) TensorFlow
12 12 (1.06%) Keycloak
12 12 (1.06%) Node.js
13 11 (0.97%) Great Expectations
14 10 (0.89%) pytest
15 9 (0.80%) Flask
15 9 (0.80%) HTML
15 9 (0.80%) Middleware
16 8 (0.71%) RabbitMQ
Miscellaneous
1 84 (7.44%) Cloud Native
2 30 (2.66%) Data Structures
3 27 (2.39%) Legacy Systems
4 26 (2.30%) Product Ownership
5 21 (1.86%) Replication
6 20 (1.77%) Algorithms
7 18 (1.59%) Data Protection Act
7 18 (1.59%) Onboarding
8 17 (1.51%) Reinsurance
9 16 (1.42%) Greenfield Project
10 14 (1.24%) Distributed Systems
10 14 (1.24%) Hybrid Cloud
11 11 (0.97%) Clustering
11 11 (0.97%) Public Cloud
12 10 (0.89%) Distributed Computing
13 9 (0.80%) Life Science
14 8 (0.71%) Virtual Team
15 7 (0.62%) AI Agents
15 7 (0.62%) Management Information System
15 7 (0.62%) NHS
Operating Systems
1 25 (2.21%) Linux
2 17 (1.51%) Unix
3 1 (0.089%) VMS
3 1 (0.089%) Windows
Processes & Methodologies
1 479 (42.43%) Data Pipeline
2 461 (40.83%) ETL
3 434 (38.44%) Data Engineering
4 397 (35.16%) Analytics
5 388 (34.37%) Data Modelling
6 324 (28.70%) CI/CD
7 257 (22.76%) Business Intelligence
8 227 (20.11%) DevOps
9 211 (18.69%) Agile
10 178 (15.77%) Problem-Solving
11 173 (15.32%) Data Science
12 165 (14.61%) Data Governance
13 148 (13.11%) AI
14 134 (11.87%) Machine Learning
15 131 (11.60%) Data Architecture
16 129 (11.43%) Data Integration
17 127 (11.25%) Infrastructure as Code
18 109 (9.65%) Data Transformation
19 106 (9.39%) Migration
20 102 (9.03%) Performance Tuning
Programming Languages
1 650 (57.57%) Python
2 633 (56.07%) SQL
3 92 (8.15%) Scala
4 82 (7.26%) Java
5 28 (2.48%) T-SQL
6 26 (2.30%) Data Analysis Expressions
7 25 (2.21%) PL/SQL
8 22 (1.95%) C#
9 19 (1.68%) Bash
10 16 (1.42%) Bicep
10 16 (1.42%) Go
10 16 (1.42%) R
11 14 (1.24%) JavaScript
12 13 (1.15%) Shell Script
13 10 (0.89%) PowerShell
14 8 (0.71%) TypeScript
15 4 (0.35%) C++
15 4 (0.35%) Korn
16 2 (0.18%) C
16 2 (0.18%) VB
Qualifications
1 293 (25.95%) Security Cleared
2 261 (23.12%) SC Cleared
3 37 (3.28%) Azure Certification
4 33 (2.92%) Degree
5 22 (1.95%) AWS Certification
6 20 (1.77%) DV Cleared
7 16 (1.42%) Computer Science Degree
8 13 (1.15%) BPSS Clearance
9 10 (0.89%) Master's Degree
10 6 (0.53%) Microsoft Certification
11 4 (0.35%) CTC Cleared
11 4 (0.35%) 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%) CompTIA Security+
14 1 (0.089%) Numerate Degree
14 1 (0.089%) PhD
14 1 (0.089%) Tableau Certification
Quality Assurance & Compliance
1 313 (27.72%) Data Quality
2 46 (4.07%) GDPR
3 24 (2.13%) QA
4 14 (1.24%) Accessibility
5 5 (0.44%) ISO/IEC 27001
6 4 (0.35%) HIPAA
7 3 (0.27%) FATCA
7 3 (0.27%) 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 (0.089%) Basel III
9 1 (0.089%) ISO 13485
9 1 (0.089%) NCSC
9 1 (0.089%) Sarbanes-Oxley
System Software
1 82 (7.26%) Docker
2 11 (0.97%) Virtual Machines
3 5 (0.44%) zsh
4 3 (0.27%) Active Directory
5 1 (0.089%) HDFS
Systems Management
1 137 (12.13%) Terraform
2 83 (7.35%) Kubernetes
3 14 (1.24%) Grafana
4 9 (0.80%) Ansible
5 7 (0.62%) Prometheus
6 6 (0.53%) NetBackup
7 5 (0.44%) Kibana
8 4 (0.35%) logstash
9 3 (0.27%) Control-M
9 3 (0.27%) Kubeflow
10 2 (0.18%) EMC NetWorker
10 2 (0.18%) Puppet
10 2 (0.18%) Tivoli Storage Manager
11 1 (0.089%) Ambari
11 1 (0.089%) Argo
11 1 (0.089%) Fluentd
11 1 (0.089%) Kustomize
11 1 (0.089%) QRadar
11 1 (0.089%) Rancher
11 1 (0.089%) ZABBIX
Vendors
1 373 (33.04%) Databricks
2 150 (13.29%) Microsoft
3 79 (7.00%) Oracle
4 47 (4.16%) Talend
5 40 (3.54%) Google
6 38 (3.37%) Informatica
7 26 (2.30%) Denodo
8 21 (1.86%) Foundry
8 21 (1.86%) Palantir
9 19 (1.68%) IBM
10 16 (1.42%) ServiceNow
11 15 (1.33%) Splunk
12 13 (1.15%) Cisco
13 11 (0.97%) Alteryx
13 11 (0.97%) Cloudera
14 10 (0.89%) SAP
15 9 (0.80%) F5
16 8 (0.71%) Confluent
17 7 (0.62%) Salesforce
17 7 (0.62%) Virgin Media