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 18 February 2026.

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

6 months to
18 Feb 2026
Same period 2025 Same period 2024
Rank 85 77 108
Rank change year-on-year -8 +31 +14
Contract jobs requiring a Data Engineer 1,219 924 941
As % of all contract jobs in the UK 3.01% 3.01% 2.12%
As % of the Job Titles category 3.28% 3.24% 2.28%
Number of daily rates quoted 874 665 732
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 £600 £625
90th Percentile £675 £715 £688
UK excluding London median daily rate £475 £475 £500
% change year-on-year - -5.00% -4.76%
Number of hourly rates quoted 12 14 26
10th Percentile £30.82 £25.14 £35.32
25th Percentile £34.88 £26.27 £39.81
Median hourly rate £53.50 £53.75 £60.50
Median % change year-on-year -0.47% -11.16% -5.47%
75th Percentile £64.56 £89.69 £67.19
90th Percentile £78.03 £96.38 £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 37,174 28,501 41,310
% of contract IT jobs with a recognized job title 91.66% 92.92% 93.10%
Number of daily rates quoted 23,390 17,648 27,150
10th Percentile £305 £288 £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 £613 £638 £638
90th Percentile £720 £738 £738
UK excluding London median daily rate £478 £475 £488
% change year-on-year +0.53% -2.56% -2.50%
Number of hourly rates quoted 2,257 809 2,323
10th Percentile £14.57 £16.25 £13.15
25th Percentile £18.82 £21.46 £16.50
Median hourly rate £30.00 £34.11 £35.00
Median % change year-on-year -12.05% -2.54% -9.09%
75th Percentile £61.84 £63.75 £61.25
90th Percentile £72.52 £75.00 £72.50
UK excluding London median hourly rate £29.60 £32.50 £35.58
% change year-on-year -8.92% -8.64% +1.64%

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 18 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 18 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 18 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 -11 1,037 £500 -4.76% 456
London +3 652 £513 -6.82% 170
UK excluding London -26 404 £475 - 365
Work from Home -4 371 £500 -4.76% 197
Midlands -12 131 £500 +4.82% 71
North of England -26 121 £450 - 99
West Midlands -9 117 £510 +3.03% 54
North West -12 71 £425 -2.86% 63
Scotland +12 55 £438 -1.41% 25
South East -42 52 £513 -2.38% 119
South West -7 47 £538 +7.50% 37
Yorkshire -30 36 £481 +1.32% 30
Wales -10 17 £410 -18.00% 3
North East -12 14 £450 -14.29% 7
East Midlands -20 14 £431 +15.00% 17
East of England -41 6 £520 +63.52% 17
Northern Ireland -2 1 £430 -21.82%

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

For the 6 months to 18 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.

1 704 (57.75%) Python
2 690 (56.60%) SQL
3 531 (43.56%) Azure
4 523 (42.90%) Data Pipeline
5 505 (41.43%) ETL
6 482 (39.54%) Data Engineering
7 434 (35.60%) Analytics
8 416 (34.13%) Data Modelling
9 391 (32.08%) Databricks
10 353 (28.96%) AWS
11 343 (28.14%) Data Quality
12 334 (27.40%) CI/CD
13 312 (25.59%) Security Cleared
14 280 (22.97%) Business Intelligence
15 273 (22.40%) SC Cleared
16 242 (19.85%) DevOps
17 240 (19.69%) Data Warehouse
18 237 (19.44%) Power Platform
19 236 (19.36%) PySpark
20 227 (18.62%) Agile
21 225 (18.46%) Power BI
22 218 (17.88%) Azure Data Factory
23 200 (16.41%) Problem-Solving
24 190 (15.59%) Data Science
25 184 (15.09%) Data Governance
26 168 (13.78%) Microsoft
27 159 (13.04%) Git
28 155 (12.72%) Terraform
29 154 (12.63%) Snowflake
30 152 (12.47%) 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
1 126 (10.34%) Apache Airflow
1 126 (10.34%) Apache Spark
2 87 (7.14%) Apache
3 28 (2.30%) SAS
4 23 (1.89%) Confluence
5 18 (1.48%) Palantir Foundry
6 6 (0.49%) Jupyter
7 5 (0.41%) Apache Pig
7 5 (0.41%) IIS
7 5 (0.41%) Oracle Application Server
8 4 (0.33%) Microsoft Exchange
9 3 (0.25%) ArcGIS
9 3 (0.25%) SharePoint
10 2 (0.16%) Luigi
11 1 (0.082%) Apache Superset
11 1 (0.082%) Apache Synapse
11 1 (0.082%) Appian
11 1 (0.082%) Camunda
11 1 (0.082%) nginx
11 1 (0.082%) Oracle SOA Suite
Applications
1 12 (0.98%) Microsoft Excel
2 2 (0.16%) Chatbot
2 2 (0.16%) Microsoft Office
3 1 (0.082%) Microsoft PowerPoint
Business Applications
1 2 (0.16%) Dynamics CRM
1 2 (0.16%) Maximo
2 1 (0.082%) Actimize
2 1 (0.082%) Aladdin
2 1 (0.082%) Elite 3E
2 1 (0.082%) iTrent
2 1 (0.082%) NEC Housing
2 1 (0.082%) Oracle BPM
2 1 (0.082%) SAP Business ByDesign
2 1 (0.082%) SAP ERP
Cloud Services
1 531 (43.56%) Azure
2 353 (28.96%) AWS
3 237 (19.44%) Power Platform
4 218 (17.88%) Azure Data Factory
5 154 (12.63%) Snowflake
6 141 (11.57%) Azure Synapse Analytics
7 133 (10.91%) GCP
8 115 (9.43%) Amazon S3
8 115 (9.43%) Serverless
9 114 (9.35%) dbt
10 95 (7.79%) GitHub
11 88 (7.22%) Azure DevOps
12 78 (6.40%) AWS Lambda
13 45 (3.69%) AWS CloudFormation
13 45 (3.69%) GitHub Actions
14 30 (2.46%) AWS Step Functions
15 28 (2.30%) SaaS
16 27 (2.21%) Amazon EMR
17 25 (2.05%) Microsoft Purview
18 22 (1.80%) Matillion
Communications & Networking
1 13 (1.07%) DNS
2 12 (0.98%) BGP
2 12 (0.98%) DMZ
2 12 (0.98%) Multicast
2 12 (0.98%) VPN
3 4 (0.33%) Firewall
4 3 (0.25%) SAN
4 3 (0.25%) Structured Cabling
5 1 (0.082%) 4G
5 1 (0.082%) 5G
5 1 (0.082%) Internet
5 1 (0.082%) LAN
5 1 (0.082%) MQTT
5 1 (0.082%) Network Security
5 1 (0.082%) Software-Defined Networking
5 1 (0.082%) TCP/IP
5 1 (0.082%) WAN
5 1 (0.082%) Wi-Fi
Database & Business Intelligence
1 240 (19.69%) Data Warehouse
2 225 (18.46%) Power BI
3 152 (12.47%) Data Lake
4 103 (8.45%) SQL Server
5 78 (6.40%) Delta Lake
6 72 (5.91%) BigQuery
7 71 (5.82%) Big Data
8 70 (5.74%) Azure SQL Database
9 69 (5.66%) PostgreSQL
10 66 (5.41%) Amazon Redshift
11 65 (5.33%) Metadata
12 63 (5.17%) NoSQL
13 57 (4.68%) SQL Server Integration Services
14 45 (3.69%) Amazon Athena
15 42 (3.45%) Snowflake Schema
15 42 (3.45%) Tableau
16 41 (3.36%) Relational Database
17 37 (3.04%) Hadoop
18 36 (2.95%) Pentaho
19 24 (1.97%) Star Schema
Development Applications
1 159 (13.04%) Git
2 57 (4.68%) Jenkins
3 49 (4.02%) JIRA
4 45 (3.69%) GitLab
5 24 (1.97%) MLflow
6 5 (0.41%) DBeaver
7 4 (0.33%) Bitbucket
7 4 (0.33%) Visual Studio
8 3 (0.25%) Cucumber
8 3 (0.25%) Selenium
9 2 (0.16%) JMeter
9 2 (0.16%) JUnit
9 2 (0.16%) Visual Studio Code
9 2 (0.16%) Zephyr
10 1 (0.082%) Deequ
10 1 (0.082%) Jaeger
10 1 (0.082%) Maven
10 1 (0.082%) Poetry
10 1 (0.082%) TeamCity
10 1 (0.082%) Terragrunt
General
1 219 (17.97%) Social Skills
2 185 (15.18%) Finance
3 133 (10.91%) Analytical Skills
4 92 (7.55%) Public Sector
5 59 (4.84%) Banking
6 35 (2.87%) Inclusion and Diversity
7 18 (1.48%) Investment Banking
8 15 (1.23%) Documentation Skills
9 14 (1.15%) Retail
10 13 (1.07%) Front Office
11 12 (0.98%) Marketing
12 11 (0.90%) Pharmaceutical
13 10 (0.82%) Telecoms
14 9 (0.74%) Manufacturing
15 8 (0.66%) Publishing
16 7 (0.57%) Military
17 6 (0.49%) Law
18 4 (0.33%) Back Office
18 4 (0.33%) Legal
18 4 (0.33%) Organisational Skills
Libraries, Frameworks & Software Standards
1 236 (19.36%) PySpark
2 124 (10.17%) Kafka
3 51 (4.18%) Pandas
4 31 (2.54%) REST
5 29 (2.38%) JSON
6 24 (1.97%) NumPy
6 24 (1.97%) YAML
7 18 (1.48%) XML
8 17 (1.39%) PyTorch
9 14 (1.15%) Apache NiFi
9 14 (1.15%) RESTful
10 13 (1.07%) Great Expectations
10 13 (1.07%) OpenTelemetry
10 13 (1.07%) scikit-learn
10 13 (1.07%) TensorFlow
11 12 (0.98%) Keycloak
11 12 (0.98%) Matplotlib
11 12 (0.98%) Node.js
12 10 (0.82%) pytest
13 9 (0.74%) Flask
Miscellaneous
1 89 (7.30%) Cloud Native
2 32 (2.63%) Data Structures
3 27 (2.21%) Legacy Systems
3 27 (2.21%) Product Ownership
4 21 (1.72%) Distributed Systems
5 20 (1.64%) Algorithms
5 20 (1.64%) Replication
6 19 (1.56%) Onboarding
6 19 (1.56%) Reinsurance
7 18 (1.48%) Hybrid Cloud
8 16 (1.31%) Clustering
9 15 (1.23%) Data Protection Act
9 15 (1.23%) Greenfield Project
10 11 (0.90%) Public Cloud
11 9 (0.74%) Distributed Computing
11 9 (0.74%) NHS
12 8 (0.66%) Life Science
13 7 (0.57%) Management Information System
13 7 (0.57%) Virtual Team
14 6 (0.49%) Wiki
Operating Systems
1 26 (2.13%) Linux
2 16 (1.31%) Unix
3 1 (0.082%) VMS
3 1 (0.082%) Windows
Processes & Methodologies
1 523 (42.90%) Data Pipeline
2 505 (41.43%) ETL
3 482 (39.54%) Data Engineering
4 434 (35.60%) Analytics
5 416 (34.13%) Data Modelling
6 334 (27.40%) CI/CD
7 280 (22.97%) Business Intelligence
8 242 (19.85%) DevOps
9 227 (18.62%) Agile
10 200 (16.41%) Problem-Solving
11 190 (15.59%) Data Science
12 184 (15.09%) Data Governance
13 147 (12.06%) AI
14 140 (11.48%) Machine Learning
15 138 (11.32%) Infrastructure as Code
16 136 (11.16%) Data Architecture
17 135 (11.07%) Data Integration
18 131 (10.75%) Migration
19 122 (10.01%) Data Transformation
20 120 (9.84%) Performance Tuning
Programming Languages
1 704 (57.75%) Python
2 690 (56.60%) SQL
3 89 (7.30%) Java
3 89 (7.30%) Scala
4 35 (2.87%) T-SQL
5 33 (2.71%) Data Analysis Expressions
6 28 (2.30%) C#
7 26 (2.13%) PL/SQL
8 23 (1.89%) Bash
9 21 (1.72%) Bicep
10 18 (1.48%) R
11 16 (1.31%) PowerShell
12 14 (1.15%) Go
12 14 (1.15%) JavaScript
13 13 (1.07%) Shell Script
14 6 (0.49%) TypeScript
15 4 (0.33%) C++
15 4 (0.33%) Korn
16 2 (0.16%) C
16 2 (0.16%) VB
Qualifications
1 312 (25.59%) Security Cleared
2 273 (22.40%) SC Cleared
3 40 (3.28%) Degree
4 37 (3.04%) Azure Certification
5 25 (2.05%) BPSS Clearance
6 24 (1.97%) AWS Certification
7 20 (1.64%) DV Cleared
8 18 (1.48%) Computer Science Degree
9 9 (0.74%) Master's Degree
10 5 (0.41%) DBS Check
10 5 (0.41%) Microsoft Certification
11 4 (0.33%) CTC Cleared
12 3 (0.25%) IBM Certification
13 2 (0.16%) Microsoft Certified Professional
13 2 (0.16%) SnowPro
14 1 (0.082%) AWS Certified Solutions Architect
14 1 (0.082%) CCIE
14 1 (0.082%) CCNP
14 1 (0.082%) CompTIA Security+
14 1 (0.082%) Numerate Degree
Quality Assurance & Compliance
1 343 (28.14%) Data Quality
2 49 (4.02%) GDPR
3 32 (2.63%) QA
4 16 (1.31%) Accessibility
5 5 (0.41%) ISO/IEC 27001
6 4 (0.33%) HIPAA
7 3 (0.25%) FATCA
7 3 (0.25%) MiFID
8 2 (0.16%) Dodd-Frank
8 2 (0.16%) EMIR
8 2 (0.16%) EU AI Act
8 2 (0.16%) GMP
8 2 (0.16%) GRC
8 2 (0.16%) NIST
8 2 (0.16%) SOC 2
8 2 (0.16%) WCAG
9 1 (0.082%) Disclosure Scotland
9 1 (0.082%) ISO 13485
9 1 (0.082%) Sarbanes-Oxley
9 1 (0.082%) SLA
System Software
1 80 (6.56%) Docker
2 11 (0.90%) Virtual Machines
3 5 (0.41%) zsh
4 2 (0.16%) Active Directory
5 1 (0.082%) HDFS
Systems Management
1 155 (12.72%) Terraform
2 85 (6.97%) Kubernetes
3 17 (1.39%) Grafana
4 15 (1.23%) Prometheus
5 8 (0.66%) Ansible
6 5 (0.41%) Kibana
6 5 (0.41%) NetBackup
7 4 (0.33%) logstash
8 3 (0.25%) Control-M
8 3 (0.25%) Kubeflow
8 3 (0.25%) Puppet
9 2 (0.16%) EMC NetWorker
9 2 (0.16%) Tivoli Storage Manager
10 1 (0.082%) Ambari
10 1 (0.082%) Argo
10 1 (0.082%) Fluentd
10 1 (0.082%) Kustomize
10 1 (0.082%) QRadar
10 1 (0.082%) Rancher
10 1 (0.082%) ZABBIX
Vendors
1 391 (32.08%) Databricks
2 168 (13.78%) Microsoft
3 80 (6.56%) Oracle
4 51 (4.18%) Talend
5 48 (3.94%) Informatica
6 44 (3.61%) Google
7 24 (1.97%) Denodo
8 21 (1.72%) Foundry
8 21 (1.72%) Palantir
9 19 (1.56%) IBM
9 19 (1.56%) Splunk
10 17 (1.39%) Cisco
10 17 (1.39%) ServiceNow
11 15 (1.23%) Cloudera
12 14 (1.15%) SAP
13 13 (1.07%) F5
14 11 (0.90%) Alteryx
15 9 (0.74%) Confluent
16 7 (0.57%) Virgin Media
17 5 (0.41%) Commvault