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 11 February 2026.

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

6 months to
11 Feb 2026
Same period 2025 Same period 2024
Rank 85 81 109
Rank change year-on-year -4 +28 +10
Contract jobs requiring a Data Engineer 1,168 923 937
As % of all contract jobs in the UK 2.94% 3.00% 2.10%
As % of the Job Titles category 3.21% 3.23% 2.26%
Number of daily rates quoted 842 664 726
10th Percentile £360 £356 £350
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £500 £523 £525
Median % change year-on-year -4.35% -0.43% -4.55%
75th Percentile £588 £613 £625
90th Percentile £688 £721 £688
UK excluding London median daily rate £475 £475 £500
% change year-on-year - -5.00% -2.44%
Number of hourly rates quoted 10 14 22
10th Percentile £29.96 £25.55 £35.82
25th Percentile £34.13 £26.37 £38.09
Median hourly rate £53.50 £65.00 £56.50
Median % change year-on-year -17.69% +15.04% -9.60%
75th Percentile £65.88 £93.75 £66.25
90th Percentile £82.10 £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 36,337 28,613 41,534
% of contract IT jobs with a recognized job title 91.55% 92.96% 93.16%
Number of daily rates quoted 22,892 17,630 27,389
10th Percentile £300 £290 £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 £719 £738 £738
UK excluding London median daily rate £475 £479 £489
% change year-on-year -0.84% -2.04% -2.20%
Number of hourly rates quoted 2,207 829 2,294
10th Percentile £14.57 £15.91 £13.15
25th Percentile £18.87 £21.25 £16.50
Median hourly rate £30.00 £33.54 £35.00
Median % change year-on-year -10.55% -4.17% -2.51%
75th Percentile £62.05 £63.75 £60.75
90th Percentile £72.20 £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 11 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 11 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 11 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 -7 985 £500 -4.76% 417
London +1 625 £522 -5.09% 161
UK excluding London -36 378 £475 - 340
Work from Home -6 362 £500 -5.12% 198
Midlands -14 120 £500 +4.82% 54
North of England -35 110 £463 - 93
West Midlands -13 105 £513 +4.59% 44
North West -17 63 £425 -2.86% 53
Scotland +14 53 £450 +1.41% 29
South East -51 50 £513 -2.38% 105
South West -11 46 £525 +5.00% 42
Yorkshire -41 34 £494 -3.66% 29
Wales -6 17 £410 -18.00% 6
East Midlands -19 15 £450 +20.00% 10
North East -14 13 £463 -11.90% 14
East of England -37 5 £510 +60.38% 15
Northern Ireland -2 1 £430 -21.82%

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

For the 6 months to 11 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.

1 681 (58.30%) Python
2 666 (57.02%) SQL
3 507 (43.41%) Azure
4 496 (42.47%) Data Pipeline
5 478 (40.92%) ETL
6 455 (38.96%) Data Engineering
7 417 (35.70%) Analytics
8 400 (34.25%) Data Modelling
9 385 (32.96%) Databricks
10 351 (30.05%) AWS
11 327 (28.00%) CI/CD
12 325 (27.83%) Data Quality
13 297 (25.43%) Security Cleared
14 267 (22.86%) Business Intelligence
15 263 (22.52%) SC Cleared
16 231 (19.78%) DevOps
17 227 (19.43%) Data Warehouse
17 227 (19.43%) Power Platform
18 226 (19.35%) PySpark
19 219 (18.75%) Power BI
20 217 (18.58%) Agile
21 211 (18.07%) Azure Data Factory
22 187 (16.01%) Problem-Solving
23 180 (15.41%) Data Governance
24 178 (15.24%) Data Science
25 155 (13.27%) Microsoft
25 155 (13.27%) Snowflake
26 154 (13.18%) Git
27 150 (12.84%) Data Lake
28 148 (12.67%) AI

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
1 138 (11.82%) Apache Airflow
2 127 (10.87%) Apache Spark
3 88 (7.53%) Apache
4 22 (1.88%) SAS
5 18 (1.54%) Confluence
5 18 (1.54%) Palantir Foundry
6 6 (0.51%) Apache Pig
6 6 (0.51%) Oracle Application Server
7 5 (0.43%) IIS
7 5 (0.43%) Jupyter
8 4 (0.34%) Microsoft Exchange
8 4 (0.34%) SharePoint
9 3 (0.26%) ArcGIS
10 2 (0.17%) Luigi
11 1 (0.086%) Apache Superset
11 1 (0.086%) Apache Synapse
11 1 (0.086%) Appian
11 1 (0.086%) Camunda
11 1 (0.086%) nginx
11 1 (0.086%) Oracle SOA Suite
Applications
1 12 (1.03%) Microsoft Excel
2 2 (0.17%) Chatbot
2 2 (0.17%) Microsoft Office
3 1 (0.086%) Microsoft PowerPoint
Business Applications
1 2 (0.17%) Dynamics CRM
1 2 (0.17%) Maximo
2 1 (0.086%) Actimize
2 1 (0.086%) Aladdin
2 1 (0.086%) Elite 3E
2 1 (0.086%) Oracle BPM
2 1 (0.086%) SAP ERP
Cloud Services
1 507 (43.41%) Azure
2 351 (30.05%) AWS
3 227 (19.43%) Power Platform
4 211 (18.07%) Azure Data Factory
5 155 (13.27%) Snowflake
6 133 (11.39%) Azure Synapse Analytics
7 128 (10.96%) GCP
8 121 (10.36%) Amazon S3
9 119 (10.19%) dbt
10 108 (9.25%) Serverless
11 104 (8.90%) GitHub
12 85 (7.28%) Azure DevOps
13 72 (6.16%) AWS Lambda
14 53 (4.54%) GitHub Actions
15 44 (3.77%) AWS CloudFormation
16 27 (2.31%) SaaS
17 25 (2.14%) Amazon EMR
17 25 (2.14%) AWS Step Functions
17 25 (2.14%) Microsoft Purview
18 22 (1.88%) Amazon Kinesis
Communications & Networking
1 11 (0.94%) DNS
2 10 (0.86%) BGP
2 10 (0.86%) DMZ
2 10 (0.86%) Multicast
2 10 (0.86%) VPN
3 4 (0.34%) Firewall
4 3 (0.26%) SAN
4 3 (0.26%) Structured Cabling
5 1 (0.086%) Internet
5 1 (0.086%) LAN
5 1 (0.086%) MQTT
5 1 (0.086%) Network Security
5 1 (0.086%) Software-Defined Networking
5 1 (0.086%) TCP/IP
5 1 (0.086%) WAN
5 1 (0.086%) Wi-Fi
Database & Business Intelligence
1 227 (19.43%) Data Warehouse
2 219 (18.75%) Power BI
3 150 (12.84%) Data Lake
4 97 (8.30%) SQL Server
5 73 (6.25%) Big Data
5 73 (6.25%) PostgreSQL
6 70 (5.99%) Azure SQL Database
6 70 (5.99%) Delta Lake
7 69 (5.91%) BigQuery
8 66 (5.65%) Amazon Redshift
9 65 (5.57%) NoSQL
10 61 (5.22%) Metadata
11 51 (4.37%) SQL Server Integration Services
12 42 (3.60%) Tableau
13 41 (3.51%) Amazon Athena
14 40 (3.42%) Snowflake Schema
15 39 (3.34%) Hadoop
15 39 (3.34%) Relational Database
16 34 (2.91%) Star Schema
17 31 (2.65%) Pentaho
Development Applications
1 154 (13.18%) Git
2 55 (4.71%) Jenkins
3 43 (3.68%) JIRA
4 42 (3.60%) GitLab
5 23 (1.97%) MLflow
6 6 (0.51%) DBeaver
7 4 (0.34%) Bitbucket
7 4 (0.34%) Visual Studio
8 3 (0.26%) Cucumber
8 3 (0.26%) 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 (0.086%) Deequ
10 1 (0.086%) Jaeger
10 1 (0.086%) Maven
10 1 (0.086%) Poetry
10 1 (0.086%) SQL Server Management Studio (SSMS)
10 1 (0.086%) Terragrunt
General
1 206 (17.64%) Social Skills
2 176 (15.07%) Finance
3 126 (10.79%) Analytical Skills
4 79 (6.76%) Public Sector
5 57 (4.88%) Banking
6 35 (3.00%) Inclusion and Diversity
7 16 (1.37%) Investment Banking
8 13 (1.11%) Documentation Skills
8 13 (1.11%) Retail
9 12 (1.03%) Front Office
9 12 (1.03%) Marketing
10 11 (0.94%) Pharmaceutical
11 9 (0.77%) Telecoms
12 8 (0.68%) Manufacturing
13 7 (0.60%) Military
14 5 (0.43%) Law
14 5 (0.43%) Publishing
15 4 (0.34%) Corporate Banking
15 4 (0.34%) Legal
15 4 (0.34%) Organisational Skills
Libraries, Frameworks & Software Standards
1 226 (19.35%) PySpark
2 121 (10.36%) Kafka
3 47 (4.02%) Pandas
4 32 (2.74%) REST
5 25 (2.14%) JSON
6 24 (2.05%) NumPy
7 21 (1.80%) YAML
8 16 (1.37%) PyTorch
8 16 (1.37%) XML
9 15 (1.28%) RESTful
10 14 (1.20%) Apache NiFi
11 12 (1.03%) Great Expectations
11 12 (1.03%) Keycloak
11 12 (1.03%) Node.js
11 12 (1.03%) TensorFlow
12 10 (0.86%) OpenTelemetry
12 10 (0.86%) pytest
12 10 (0.86%) scikit-learn
13 9 (0.77%) Flask
13 9 (0.77%) Matplotlib
Miscellaneous
1 87 (7.45%) Cloud Native
2 30 (2.57%) Data Structures
3 27 (2.31%) Legacy Systems
4 25 (2.14%) Product Ownership
5 21 (1.80%) Algorithms
5 21 (1.80%) Replication
6 19 (1.63%) Onboarding
7 18 (1.54%) Distributed Systems
7 18 (1.54%) Reinsurance
8 16 (1.37%) Data Protection Act
8 16 (1.37%) Hybrid Cloud
9 15 (1.28%) Clustering
10 14 (1.20%) Greenfield Project
11 11 (0.94%) Public Cloud
12 10 (0.86%) Distributed Computing
13 8 (0.68%) Life Science
13 8 (0.68%) Virtual Team
14 7 (0.60%) Management Information System
14 7 (0.60%) NHS
15 5 (0.43%) Linux Command Line
Operating Systems
1 26 (2.23%) Linux
2 17 (1.46%) Unix
3 1 (0.086%) VMS
3 1 (0.086%) Windows
Processes & Methodologies
1 496 (42.47%) Data Pipeline
2 478 (40.92%) ETL
3 455 (38.96%) Data Engineering
4 417 (35.70%) Analytics
5 400 (34.25%) Data Modelling
6 327 (28.00%) CI/CD
7 267 (22.86%) Business Intelligence
8 231 (19.78%) DevOps
9 217 (18.58%) Agile
10 187 (16.01%) Problem-Solving
11 180 (15.41%) Data Governance
12 178 (15.24%) Data Science
13 148 (12.67%) AI
14 136 (11.64%) Data Architecture
15 134 (11.47%) Machine Learning
16 133 (11.39%) Infrastructure as Code
17 130 (11.13%) Data Integration
18 119 (10.19%) Migration
19 116 (9.93%) Data Transformation
20 112 (9.59%) Performance Tuning
Programming Languages
1 681 (58.30%) Python
2 666 (57.02%) SQL
3 90 (7.71%) Scala
4 87 (7.45%) Java
5 31 (2.65%) Data Analysis Expressions
6 30 (2.57%) T-SQL
7 25 (2.14%) C#
7 25 (2.14%) PL/SQL
8 18 (1.54%) Bash
8 18 (1.54%) Bicep
9 17 (1.46%) R
10 16 (1.37%) Go
11 14 (1.20%) JavaScript
12 13 (1.11%) Shell Script
13 12 (1.03%) PowerShell
14 7 (0.60%) TypeScript
15 4 (0.34%) C++
15 4 (0.34%) Korn
16 2 (0.17%) C
16 2 (0.17%) VB
Qualifications
1 297 (25.43%) Security Cleared
2 263 (22.52%) SC Cleared
3 38 (3.25%) Degree
4 37 (3.17%) Azure Certification
5 24 (2.05%) AWS Certification
6 20 (1.71%) DV Cleared
7 17 (1.46%) Computer Science Degree
8 16 (1.37%) BPSS Clearance
9 9 (0.77%) Master's Degree
10 6 (0.51%) Microsoft Certification
11 5 (0.43%) DBS Check
12 4 (0.34%) CTC Cleared
13 3 (0.26%) IBM Certification
14 2 (0.17%) Microsoft Certified Professional
14 2 (0.17%) SnowPro
15 1 (0.086%) CCIE
15 1 (0.086%) CCNP
15 1 (0.086%) Cisco Certification
15 1 (0.086%) CISSP
15 1 (0.086%) Numerate Degree
Quality Assurance & Compliance
1 325 (27.83%) Data Quality
2 48 (4.11%) GDPR
3 27 (2.31%) QA
4 16 (1.37%) Accessibility
5 5 (0.43%) ISO/IEC 27001
6 4 (0.34%) HIPAA
7 3 (0.26%) FATCA
7 3 (0.26%) 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 (0.086%) Basel III
9 1 (0.086%) Disclosure Scotland
9 1 (0.086%) ISO 13485
9 1 (0.086%) NCSC
9 1 (0.086%) PMO
System Software
1 79 (6.76%) Docker
2 11 (0.94%) Virtual Machines
3 5 (0.43%) zsh
4 2 (0.17%) Active Directory
5 1 (0.086%) HDFS
Systems Management
1 146 (12.50%) Terraform
2 83 (7.11%) Kubernetes
3 15 (1.28%) Grafana
4 10 (0.86%) Prometheus
5 8 (0.68%) Ansible
6 5 (0.43%) Kibana
6 5 (0.43%) NetBackup
7 4 (0.34%) logstash
8 3 (0.26%) Control-M
8 3 (0.26%) Kubeflow
9 2 (0.17%) EMC NetWorker
9 2 (0.17%) Puppet
9 2 (0.17%) Tivoli Storage Manager
10 1 (0.086%) Ambari
10 1 (0.086%) Argo
10 1 (0.086%) Fluentd
10 1 (0.086%) Kustomize
10 1 (0.086%) QRadar
10 1 (0.086%) Rancher
10 1 (0.086%) ZABBIX
Vendors
1 385 (32.96%) Databricks
2 155 (13.27%) Microsoft
3 77 (6.59%) Oracle
4 45 (3.85%) Talend
5 42 (3.60%) Google
5 42 (3.60%) Informatica
6 23 (1.97%) Denodo
7 21 (1.80%) Foundry
7 21 (1.80%) Palantir
8 19 (1.63%) IBM
9 17 (1.46%) Splunk
10 16 (1.37%) ServiceNow
11 15 (1.28%) Cisco
12 11 (0.94%) Alteryx
12 11 (0.94%) Cloudera
12 11 (0.94%) F5
12 11 (0.94%) SAP
13 9 (0.77%) Confluent
14 7 (0.60%) Salesforce
14 7 (0.60%) Virgin Media