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 January 2026.

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

6 months to
14 Jan 2026
Same period 2025 Same period 2024
Rank 95 80 123
Rank change year-on-year -15 +43 -4
Contract jobs requiring a Data Engineer 993 902 866
As % of all contract jobs in the UK 2.69% 2.85% 2.04%
As % of the Job Titles category 2.94% 3.08% 2.19%
Number of daily rates quoted 713 643 646
10th Percentile £358 £356 £378
25th Percentile £413 £434 £450
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £588 £621 £638
90th Percentile £688 £700 £700
UK excluding London median daily rate £498 £480 £511
% change year-on-year +3.70% -6.16% -2.62%
Number of hourly rates quoted 10 12 18
10th Percentile £25.92 £25.35 £35.00
25th Percentile £34.13 £26.30 £42.20
Median hourly rate £54.00 £53.75 £60.50
Median % change year-on-year +0.47% -11.16% -9.02%
75th Percentile £85.38 £94.69 £65.94
90th Percentile £110.00 £97.50 £67.65
UK excluding London median hourly rate £51.00 £26.50 £65.00
% change year-on-year +92.45% -59.23% -1.89%

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 33,773 29,297 39,613
% of contract IT jobs with a recognized job title 91.35% 92.69% 93.19%
Number of daily rates quoted 21,365 17,961 26,425
10th Percentile £300 £288 £280
25th Percentile £405 £408 £413
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £618 £638 £638
90th Percentile £720 £738 £738
UK excluding London median daily rate £475 £477 £500
% change year-on-year -0.42% -4.60% -
Number of hourly rates quoted 1,972 883 1,665
10th Percentile £14.38 £15.51 £14.16
25th Percentile £18.25 £21.05 £18.93
Median hourly rate £26.30 £32.50 £42.50
Median % change year-on-year -19.08% -23.53% +25.00%
75th Percentile £60.00 £62.37 £65.00
90th Percentile £70.00 £73.75 £76.25
UK excluding London median hourly rate £25.15 £31.08 £45.00
% change year-on-year -19.08% -30.93% +55.17%

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 January 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 January 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 January 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 -20 841 £513 -2.38% 490
London -1 540 £525 -8.70% 170
Work from Home -10 308 £500 -4.76% 260
UK excluding London -46 304 £498 +3.70% 407
North of England -49 96 £463 +2.78% 76
Midlands -19 87 £525 +7.25% 38
West Midlands -18 74 £525 +7.14% 23
North West -30 50 £405 -8.99% 39
Scotland +2 44 £450 +3.45% 20
South West -8 42 £550 +22.22% 53
South East -56 34 £478 -11.16% 156
Yorkshire -38 33 £500 -2.44% 23
North East -11 13 £450 -1.64% 16
East Midlands -16 13 £450 +26.40% 15
Wales -14 12 £425 -15.00% 13
East of England -25 6 £625 +96.54% 53
Northern Ireland -5 1 £430 -13.57% 6

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

For the 6 months to 14 January 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.

1 608 (61.23%) Python
2 565 (56.90%) SQL
3 449 (45.22%) Azure
4 441 (44.41%) Data Pipeline
5 408 (41.09%) ETL
6 380 (38.27%) Data Engineering
7 342 (34.44%) Databricks
8 334 (33.64%) Data Modelling
9 327 (32.93%) Analytics
10 308 (31.02%) AWS
11 293 (29.51%) CI/CD
12 272 (27.39%) Data Quality
13 238 (23.97%) Security Cleared
14 229 (23.06%) Business Intelligence
15 217 (21.85%) Data Warehouse
16 216 (21.75%) DevOps
17 210 (21.15%) SC Cleared
18 197 (19.84%) PySpark
19 194 (19.54%) Azure Data Factory
20 190 (19.13%) Agile
21 187 (18.83%) Power Platform
22 183 (18.43%) Power BI
23 157 (15.81%) Data Science
24 149 (15.01%) Problem-Solving
25 136 (13.70%) Data Governance
25 136 (13.70%) Git
25 136 (13.70%) Snowflake
26 135 (13.60%) Microsoft
27 133 (13.39%) Data Lake
27 133 (13.39%) Machine Learning

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
1 131 (13.19%) Apache Airflow
2 117 (11.78%) Apache Spark
3 77 (7.75%) Apache
4 24 (2.42%) Confluence
5 20 (2.01%) SAS
6 6 (0.60%) Apache Pig
6 6 (0.60%) Oracle Application Server
7 5 (0.50%) IIS
7 5 (0.50%) Jupyter
8 3 (0.30%) ArcGIS
8 3 (0.30%) Luigi
8 3 (0.30%) SharePoint
9 2 (0.20%) Microsoft Exchange
9 2 (0.20%) Oracle SOA Suite
10 1 (0.10%) Apache Superset
10 1 (0.10%) Apache Synapse
10 1 (0.10%) Appian
10 1 (0.10%) nginx
Applications
1 9 (0.91%) Microsoft Excel
2 2 (0.20%) Chatbot
2 2 (0.20%) Microsoft PowerPoint
3 1 (0.10%) Microsoft Office
3 1 (0.10%) MS Visio
3 1 (0.10%) SPSS
3 1 (0.10%) Stata
Business Applications
1 2 (0.20%) Aladdin
1 2 (0.20%) Maximo
1 2 (0.20%) Oracle BPM
1 2 (0.20%) SAP S/4HANA
2 1 (0.10%) Actimize
2 1 (0.10%) Dynamics CRM
2 1 (0.10%) NetSuite
2 1 (0.10%) SAP ERP
Cloud Services
1 449 (45.22%) Azure
2 308 (31.02%) AWS
3 194 (19.54%) Azure Data Factory
4 187 (18.83%) Power Platform
5 136 (13.70%) Snowflake
6 120 (12.08%) Azure Synapse Analytics
7 116 (11.68%) GCP
8 109 (10.98%) Amazon S3
9 101 (10.17%) dbt
10 94 (9.47%) Serverless
11 90 (9.06%) GitHub
12 71 (7.15%) Azure DevOps
13 60 (6.04%) AWS Lambda
14 49 (4.93%) GitHub Actions
15 36 (3.63%) AWS CloudFormation
16 28 (2.82%) SaaS
17 23 (2.32%) Microsoft Purview
18 22 (2.22%) AWS Step Functions
19 20 (2.01%) Amazon Kinesis
20 18 (1.81%) Amazon EMR
Communications & Networking
1 5 (0.50%) DNS
2 4 (0.40%) BGP
2 4 (0.40%) DMZ
2 4 (0.40%) Firewall
2 4 (0.40%) Multicast
2 4 (0.40%) VPN
3 3 (0.30%) SAN
3 3 (0.30%) Structured Cabling
4 2 (0.20%) Internet
4 2 (0.20%) TCP/IP
4 2 (0.20%) Wi-Fi
5 1 (0.10%) LAN
5 1 (0.10%) MQTT
5 1 (0.10%) Network Security
5 1 (0.10%) Software-Defined Networking
5 1 (0.10%) SSH
5 1 (0.10%) SSL
5 1 (0.10%) WAN
Database & Business Intelligence
1 217 (21.85%) Data Warehouse
2 183 (18.43%) Power BI
3 133 (13.39%) Data Lake
4 82 (8.26%) SQL Server
5 74 (7.45%) Big Data
6 68 (6.85%) Azure SQL Database
7 65 (6.55%) PostgreSQL
8 62 (6.24%) NoSQL
9 57 (5.74%) Amazon Redshift
10 55 (5.54%) Delta Lake
11 54 (5.44%) BigQuery
12 47 (4.73%) Hadoop
12 47 (4.73%) Metadata
13 42 (4.23%) SQL Server Integration Services
14 40 (4.03%) Relational Database
15 37 (3.73%) Tableau
16 35 (3.52%) Amazon Athena
17 29 (2.92%) Snowflake Schema
18 27 (2.72%) Elasticsearch
18 27 (2.72%) Star Schema
Development Applications
1 136 (13.70%) Git
2 62 (6.24%) Jenkins
3 45 (4.53%) JIRA
4 40 (4.03%) GitLab
5 25 (2.52%) MLflow
6 6 (0.60%) DBeaver
7 5 (0.50%) Bitbucket
8 4 (0.40%) Visual Studio Code
9 3 (0.30%) Cucumber
9 3 (0.30%) Poetry
10 2 (0.20%) JMeter
10 2 (0.20%) PyCharm
10 2 (0.20%) Selenium
10 2 (0.20%) SonarQube
10 2 (0.20%) Visual Studio
10 2 (0.20%) Zephyr
11 1 (0.10%) ERwin
11 1 (0.10%) JUnit
11 1 (0.10%) Maven
11 1 (0.10%) TeamCity
General
1 173 (17.42%) Social Skills
2 156 (15.71%) Finance
3 106 (10.67%) Analytical Skills
4 75 (7.55%) Public Sector
5 47 (4.73%) Banking
6 28 (2.82%) Inclusion and Diversity
7 16 (1.61%) Investment Banking
8 14 (1.41%) Front Office
9 13 (1.31%) Pharmaceutical
10 11 (1.11%) Telecoms
11 10 (1.01%) Marketing
11 10 (1.01%) Retail
12 8 (0.81%) Documentation Skills
13 6 (0.60%) Military
14 5 (0.50%) Health Technology
14 5 (0.50%) Manufacturing
15 4 (0.40%) Back Office
15 4 (0.40%) Law
15 4 (0.40%) Legal
15 4 (0.40%) Tech for Good
Libraries, Frameworks & Software Standards
1 197 (19.84%) PySpark
2 101 (10.17%) Kafka
3 41 (4.13%) Pandas
4 29 (2.92%) REST
5 25 (2.52%) NumPy
6 19 (1.91%) RESTful
7 16 (1.61%) Apache NiFi
7 16 (1.61%) JSON
7 16 (1.61%) XML
8 15 (1.51%) PyTorch
9 14 (1.41%) YAML
10 12 (1.21%) Keycloak
10 12 (1.21%) TensorFlow
11 11 (1.11%) Flask
12 10 (1.01%) Node.js
12 10 (1.01%) RabbitMQ
13 9 (0.91%) HTML
13 9 (0.91%) Middleware
14 8 (0.81%) Great Expectations
14 8 (0.81%) pytest
Miscellaneous
1 64 (6.45%) Cloud Native
2 29 (2.92%) Legacy Systems
3 28 (2.82%) Data Structures
4 26 (2.62%) Product Ownership
5 20 (2.01%) Replication
6 19 (1.91%) Algorithms
7 16 (1.61%) Greenfield Project
7 16 (1.61%) Onboarding
8 13 (1.31%) Hybrid Cloud
9 11 (1.11%) Data Protection Act
9 11 (1.11%) Distributed Systems
10 10 (1.01%) Reinsurance
11 9 (0.91%) Life Science
12 8 (0.81%) Clustering
12 8 (0.81%) NHS
13 7 (0.70%) Distributed Computing
13 7 (0.70%) IoT
14 6 (0.60%) AI Agents
14 6 (0.60%) Self-Motivation
14 6 (0.60%) Virtual Team
Operating Systems
1 28 (2.82%) Linux
2 11 (1.11%) Unix
3 1 (0.10%) VMS
Processes & Methodologies
1 441 (44.41%) Data Pipeline
2 408 (41.09%) ETL
3 380 (38.27%) Data Engineering
4 334 (33.64%) Data Modelling
5 327 (32.93%) Analytics
6 293 (29.51%) CI/CD
7 229 (23.06%) Business Intelligence
8 216 (21.75%) DevOps
9 190 (19.13%) Agile
10 157 (15.81%) Data Science
11 149 (15.01%) Problem-Solving
12 136 (13.70%) Data Governance
13 133 (13.39%) Machine Learning
14 127 (12.79%) AI
15 123 (12.39%) Data Integration
16 119 (11.98%) Data Architecture
17 106 (10.67%) Infrastructure as Code
18 95 (9.57%) Migration
19 88 (8.86%) Data Transformation
20 86 (8.66%) Performance Tuning
Programming Languages
1 608 (61.23%) Python
2 565 (56.90%) SQL
3 87 (8.76%) Scala
4 74 (7.45%) Java
5 25 (2.52%) PL/SQL
5 25 (2.52%) T-SQL
6 24 (2.42%) Data Analysis Expressions
7 23 (2.32%) Bash
8 18 (1.81%) R
9 17 (1.71%) C#
10 16 (1.61%) Go
11 15 (1.51%) Bicep
12 14 (1.41%) JavaScript
13 9 (0.91%) PowerShell
13 9 (0.91%) Shell Script
14 8 (0.81%) TypeScript
15 4 (0.40%) Korn
16 3 (0.30%) C++
16 3 (0.30%) Groovy
17 2 (0.20%) VB
Qualifications
1 238 (23.97%) Security Cleared
2 210 (21.15%) SC Cleared
3 31 (3.12%) Azure Certification
4 26 (2.62%) Degree
5 23 (2.32%) AWS Certification
6 20 (2.01%) DV Cleared
7 14 (1.41%) Computer Science Degree
8 10 (1.01%) BPSS Clearance
9 6 (0.60%) Master's Degree
9 6 (0.60%) Microsoft Certification
10 4 (0.40%) CTC Cleared
10 4 (0.40%) DBS Check
11 2 (0.20%) MCP
11 2 (0.20%) SnowPro
12 1 (0.10%) AWS Certified Solutions Architect
12 1 (0.10%) HND
12 1 (0.10%) ITIL Certification
12 1 (0.10%) PhD
12 1 (0.10%) Tableau Certification
Quality Assurance & Compliance
1 272 (27.39%) Data Quality
2 44 (4.43%) GDPR
3 19 (1.91%) QA
4 12 (1.21%) Accessibility
5 5 (0.50%) HIPAA
6 4 (0.40%) ISO/IEC 27001
7 3 (0.30%) MiFID
8 2 (0.20%) Dodd-Frank
8 2 (0.20%) EMIR
8 2 (0.20%) EU AI Act
8 2 (0.20%) ISO/IEC 20000
8 2 (0.20%) NIST
8 2 (0.20%) SLA
8 2 (0.20%) WCAG
9 1 (0.10%) Basel III
9 1 (0.10%) Disclosure Scotland
9 1 (0.10%) HL7
9 1 (0.10%) NCSC
9 1 (0.10%) Sarbanes-Oxley
9 1 (0.10%) SOC 2
System Software
1 77 (7.75%) Docker
2 10 (1.01%) Virtual Machines
3 5 (0.50%) zsh
4 3 (0.30%) Active Directory
5 1 (0.10%) HDFS
Systems Management
1 118 (11.88%) Terraform
2 78 (7.85%) Kubernetes
3 13 (1.31%) Ansible
4 11 (1.11%) Grafana
5 9 (0.91%) NetBackup
6 6 (0.60%) Prometheus
7 5 (0.50%) Kibana
8 4 (0.40%) Puppet
9 3 (0.30%) Kubeflow
9 3 (0.30%) logstash
10 2 (0.20%) Ambari
10 2 (0.20%) Argo
10 2 (0.20%) Control-M
10 2 (0.20%) EMC NetWorker
10 2 (0.20%) Tivoli Storage Manager
10 2 (0.20%) ZABBIX
11 1 (0.10%) Istio
11 1 (0.10%) Kustomize
Vendors
1 342 (34.44%) Databricks
2 135 (13.60%) Microsoft
3 62 (6.24%) Oracle
4 40 (4.03%) Google
5 29 (2.92%) Talend
6 23 (2.32%) Foundry
6 23 (2.32%) Palantir
7 21 (2.11%) Informatica
8 20 (2.01%) Denodo
9 17 (1.71%) ServiceNow
10 16 (1.61%) IBM
11 14 (1.41%) Cloudera
11 14 (1.41%) SAP
12 11 (1.11%) Red Hat
12 11 (1.11%) Splunk
13 9 (0.91%) Commvault
13 9 (0.91%) Veritas
14 8 (0.81%) Cisco
14 8 (0.81%) Confluent
14 8 (0.81%) Salesforce