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 3 March 2026.

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

6 months to
3 Mar 2026
Same period 2025 Same period 2024
Rank 80 78 101
Rank change year-on-year -2 +23 +20
Contract jobs requiring a Data Engineer 1,315 916 972
As % of all contract jobs in the UK 3.15% 3.07% 2.18%
As % of the Job Titles category 3.43% 3.31% 2.35%
Number of daily rates quoted 957 663 759
10th Percentile £363 £357 £325
25th Percentile £413 £425 £425
Median daily rate (50th Percentile) £500 £500 £513
Median % change year-on-year - -2.44% -6.82%
75th Percentile £588 £600 £612
90th Percentile £663 £700 £688
UK excluding London median daily rate £470 £475 £475
% change year-on-year -1.05% - -9.52%
Number of hourly rates quoted 15 13 33
10th Percentile £40.25 £25.12 £36.00
25th Percentile £50.00 £26.25 £46.75
Median hourly rate £55.00 £42.50 £62.36
Median % change year-on-year +29.41% -31.84% -1.42%
75th Percentile £73.25 £77.50 £72.50
90th Percentile £77.40 £93.75 £80.00
UK excluding London median hourly rate £53.75 £26.50 £65.00
% change year-on-year +102.83% -59.23% +4.00%

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 38,312 27,714 41,419
% of contract IT jobs with a recognized job title 91.84% 92.81% 92.95%
Number of daily rates quoted 24,044 17,552 27,221
10th Percentile £310 £290 £275
25th Percentile £409 £406 £406
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £613 £638 £638
90th Percentile £723 £738 £738
UK excluding London median daily rate £481 £475 £487
% change year-on-year +1.32% -2.46% -2.60%
Number of hourly rates quoted 2,352 838 2,415
10th Percentile £14.83 £16.25 £13.05
25th Percentile £18.87 £21.46 £16.25
Median hourly rate £33.50 £34.31 £34.08
Median % change year-on-year -2.35% +0.66% -15.85%
75th Percentile £64.03 £64.74 £60.00
90th Percentile £75.00 £75.33 £71.90
UK excluding London median hourly rate £32.50 £32.50 £35.00
% change year-on-year - -7.14% -9.68%

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 3 March 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 3 March 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 3 March 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 0 1,127 £500 -3.85% 497
London +1 670 £520 -5.45% 166
UK excluding London -12 478 £470 -1.05% 403
Work from Home -8 407 £500 -4.76% 202
Midlands +6 182 £492 +3.58% 71
West Midlands +8 164 £499 +1.99% 48
North of England -22 138 £450 -2.70% 106
North West -14 84 £425 -4.23% 60
South East -25 56 £506 +3.85% 133
Scotland +15 55 £414 -5.49% 22
South West -1 47 £538 +8.86% 54
Yorkshire -35 40 £484 -0.77% 35
Wales -8 20 £418 -16.50% 6
East Midlands -22 18 £450 +20.00% 22
North East -12 14 £450 -14.29% 12
East of England -39 9 £565 +77.67% 19
Northern Ireland - 1 £430 - 1

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

For the 6 months to 3 March 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.

1 751 (57.11%) SQL
2 713 (54.22%) Python
3 577 (43.88%) Data Pipeline
4 550 (41.83%) Azure
4 550 (41.83%) ETL
5 510 (38.78%) Data Engineering
6 489 (37.19%) Analytics
7 458 (34.83%) Data Modelling
8 398 (30.27%) Databricks
9 379 (28.82%) Data Quality
10 371 (28.21%) AWS
11 367 (27.91%) CI/CD
12 356 (27.07%) Security Cleared
13 314 (23.88%) SC Cleared
14 306 (23.27%) Business Intelligence
15 269 (20.46%) DevOps
16 264 (20.08%) Agile
17 260 (19.77%) Data Warehouse
18 245 (18.63%) Power Platform
19 238 (18.10%) PySpark
20 230 (17.49%) Power BI
21 227 (17.26%) Azure Data Factory
22 216 (16.43%) Problem-Solving
23 209 (15.89%) Data Governance
24 188 (14.30%) Data Science
25 181 (13.76%) Microsoft
26 178 (13.54%) Git
27 160 (12.17%) Snowflake
28 156 (11.86%) Data Lake
28 156 (11.86%) 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
1 135 (10.27%) Apache Spark
2 133 (10.11%) Apache Airflow
3 85 (6.46%) Apache
4 49 (3.73%) SAS
5 26 (1.98%) Confluence
6 15 (1.14%) Palantir Foundry
7 5 (0.38%) Jupyter
7 5 (0.38%) Microsoft Exchange
8 4 (0.30%) Oracle Application Server
9 3 (0.23%) ArcGIS
9 3 (0.23%) SharePoint
10 2 (0.15%) Luigi
11 1 (0.076%) Apache Pig
11 1 (0.076%) Apache Superset
11 1 (0.076%) Apache Synapse
11 1 (0.076%) Appian
11 1 (0.076%) Camunda
11 1 (0.076%) IIS
11 1 (0.076%) Oracle SOA Suite
Applications
1 11 (0.84%) Microsoft Excel
2 2 (0.15%) Chatbot
2 2 (0.15%) Microsoft Office
3 1 (0.076%) Microsoft PowerPoint
Business Applications
1 3 (0.23%) Dynamics CRM
2 2 (0.15%) Maximo
2 2 (0.15%) SAP BPC
3 1 (0.076%) Actimize
3 1 (0.076%) Aladdin
3 1 (0.076%) Elite 3E
3 1 (0.076%) iTrent
3 1 (0.076%) NEC Housing
3 1 (0.076%) Oracle BPM
3 1 (0.076%) SAP Business ByDesign
Cloud Services
1 550 (41.83%) Azure
2 371 (28.21%) AWS
3 245 (18.63%) Power Platform
4 227 (17.26%) Azure Data Factory
5 160 (12.17%) Snowflake
6 145 (11.03%) GCP
7 144 (10.95%) Azure Synapse Analytics
8 119 (9.05%) dbt
9 116 (8.82%) Amazon S3
10 114 (8.67%) Serverless
11 100 (7.60%) GitHub
12 96 (7.30%) Azure DevOps
13 77 (5.86%) AWS Lambda
14 46 (3.50%) GitHub Actions
15 45 (3.42%) AWS CloudFormation
16 29 (2.21%) AWS Step Functions
17 26 (1.98%) Amazon EMR
17 26 (1.98%) Matillion
17 26 (1.98%) Microsoft Purview
18 24 (1.83%) SaaS
Communications & Networking
1 17 (1.29%) DNS
2 16 (1.22%) BGP
2 16 (1.22%) DMZ
2 16 (1.22%) Multicast
2 16 (1.22%) VPN
3 4 (0.30%) Firewall
4 3 (0.23%) SAN
4 3 (0.23%) Structured Cabling
5 1 (0.076%) 4G
5 1 (0.076%) 5G
5 1 (0.076%) Internet
5 1 (0.076%) LAN
5 1 (0.076%) MQTT
5 1 (0.076%) Network Security
5 1 (0.076%) Software-Defined Networking
5 1 (0.076%) TCP/IP
5 1 (0.076%) WAN
5 1 (0.076%) Wi-Fi
Database & Business Intelligence
1 260 (19.77%) Data Warehouse
2 230 (17.49%) Power BI
3 156 (11.86%) Data Lake
4 103 (7.83%) SQL Server
5 80 (6.08%) BigQuery
5 80 (6.08%) Delta Lake
6 74 (5.63%) Azure SQL Database
7 71 (5.40%) Big Data
7 71 (5.40%) PostgreSQL
8 70 (5.32%) Metadata
9 66 (5.02%) Amazon Redshift
10 64 (4.87%) SQL Server Integration Services
11 63 (4.79%) NoSQL
12 57 (4.33%) Pentaho
13 46 (3.50%) Snowflake Schema
13 46 (3.50%) Tableau
14 43 (3.27%) Amazon Athena
15 42 (3.19%) Hadoop
15 42 (3.19%) Relational Database
16 25 (1.90%) Star Schema
Development Applications
1 178 (13.54%) Git
2 67 (5.10%) Jenkins
3 62 (4.71%) JIRA
4 59 (4.49%) GitLab
5 23 (1.75%) MLflow
6 7 (0.53%) Bitbucket
7 4 (0.30%) DBeaver
7 4 (0.30%) Visual Studio
8 3 (0.23%) Cucumber
8 3 (0.23%) Selenium
9 2 (0.15%) JMeter
9 2 (0.15%) JUnit
9 2 (0.15%) SonarQube
9 2 (0.15%) Visual Studio Code
9 2 (0.15%) Zephyr
10 1 (0.076%) Deequ
10 1 (0.076%) Jaeger
10 1 (0.076%) Maven
10 1 (0.076%) TeamCity
10 1 (0.076%) Terragrunt
General
1 230 (17.49%) Social Skills
2 194 (14.75%) Finance
3 136 (10.34%) Analytical Skills
4 115 (8.75%) Public Sector
5 64 (4.87%) Banking
6 35 (2.66%) Inclusion and Diversity
7 19 (1.44%) Investment Banking
8 16 (1.22%) Documentation Skills
9 15 (1.14%) Retail
10 13 (0.99%) Front Office
11 12 (0.91%) Pharmaceutical
12 11 (0.84%) Marketing
13 10 (0.76%) Telecoms
14 8 (0.61%) Manufacturing
14 8 (0.61%) Publishing
15 7 (0.53%) Military
16 6 (0.46%) Law
17 4 (0.30%) Back Office
17 4 (0.30%) Corporate Banking
17 4 (0.30%) Health Technology
Libraries, Frameworks & Software Standards
1 238 (18.10%) PySpark
2 128 (9.73%) Kafka
3 49 (3.73%) Pandas
4 29 (2.21%) REST
5 26 (1.98%) JSON
6 24 (1.83%) YAML
7 21 (1.60%) NumPy
8 16 (1.22%) PyTorch
8 16 (1.22%) XML
9 14 (1.06%) Apache NiFi
9 14 (1.06%) Great Expectations
9 14 (1.06%) Node.js
9 14 (1.06%) scikit-learn
10 13 (0.99%) pytest
11 12 (0.91%) Keycloak
11 12 (0.91%) Matplotlib
11 12 (0.91%) RESTful
11 12 (0.91%) TensorFlow
12 9 (0.68%) Apache Beam
12 9 (0.68%) React
Miscellaneous
1 98 (7.45%) Cloud Native
2 36 (2.74%) Data Structures
3 30 (2.28%) Legacy Systems
4 28 (2.13%) Product Ownership
5 25 (1.90%) Distributed Systems
6 19 (1.44%) Onboarding
7 18 (1.37%) Clustering
7 18 (1.37%) Hybrid Cloud
7 18 (1.37%) Replication
8 17 (1.29%) Reinsurance
9 16 (1.22%) Data Protection Act
10 15 (1.14%) Greenfield Project
11 13 (0.99%) Algorithms
12 12 (0.91%) Public Cloud
13 10 (0.76%) NHS
14 9 (0.68%) Distributed Computing
15 8 (0.61%) Life Science
16 7 (0.53%) Management Information System
16 7 (0.53%) Virtual Team
17 6 (0.46%) Analytical Mindset
Operating Systems
1 22 (1.67%) Linux
2 21 (1.60%) Unix
3 1 (0.076%) VMS
3 1 (0.076%) Windows
Processes & Methodologies
1 577 (43.88%) Data Pipeline
2 550 (41.83%) ETL
3 510 (38.78%) Data Engineering
4 489 (37.19%) Analytics
5 458 (34.83%) Data Modelling
6 367 (27.91%) CI/CD
7 306 (23.27%) Business Intelligence
8 269 (20.46%) DevOps
9 264 (20.08%) Agile
10 216 (16.43%) Problem-Solving
11 209 (15.89%) Data Governance
12 188 (14.30%) Data Science
13 154 (11.71%) AI
14 150 (11.41%) Data Integration
15 141 (10.72%) Migration
16 139 (10.57%) Data Architecture
17 137 (10.42%) Machine Learning
18 134 (10.19%) Infrastructure as Code
19 132 (10.04%) Data Transformation
20 124 (9.43%) Performance Tuning
Programming Languages
1 751 (57.11%) SQL
2 713 (54.22%) Python
3 86 (6.54%) Java
4 80 (6.08%) Scala
5 37 (2.81%) T-SQL
6 34 (2.59%) Data Analysis Expressions
7 29 (2.21%) C#
8 28 (2.13%) PL/SQL
9 24 (1.83%) Bash
10 21 (1.60%) Bicep
11 18 (1.37%) R
12 17 (1.29%) PowerShell
13 15 (1.14%) Go
13 15 (1.14%) JavaScript
14 14 (1.06%) Shell Script
15 6 (0.46%) TypeScript
16 3 (0.23%) C++
16 3 (0.23%) Korn
17 2 (0.15%) C
17 2 (0.15%) Ruby
Qualifications
1 356 (27.07%) Security Cleared
2 314 (23.88%) SC Cleared
3 39 (2.97%) Degree
4 38 (2.89%) Azure Certification
5 27 (2.05%) BPSS Clearance
6 23 (1.75%) AWS Certification
7 19 (1.44%) DV Cleared
8 16 (1.22%) Computer Science Degree
9 8 (0.61%) Master's Degree
10 5 (0.38%) DBS Check
10 5 (0.38%) Microsoft Certification
11 4 (0.30%) CTC Cleared
12 3 (0.23%) IBM Certification
13 2 (0.15%) CISSP
13 2 (0.15%) Microsoft Certified Professional
13 2 (0.15%) SnowPro
14 1 (0.076%) AWS Certified Solutions Architect
14 1 (0.076%) CCIE
14 1 (0.076%) CompTIA Security+
14 1 (0.076%) Numerate Degree
Quality Assurance & Compliance
1 379 (28.82%) Data Quality
2 51 (3.88%) GDPR
3 33 (2.51%) QA
4 18 (1.37%) Accessibility
5 5 (0.38%) HIPAA
5 5 (0.38%) ISO/IEC 27001
6 3 (0.23%) FATCA
6 3 (0.23%) GMP
6 3 (0.23%) MiFID
6 3 (0.23%) NIST
6 3 (0.23%) SLA
7 2 (0.15%) Dodd-Frank
7 2 (0.15%) EMIR
7 2 (0.15%) EU AI Act
7 2 (0.15%) GRC
7 2 (0.15%) SOC 2
7 2 (0.15%) WCAG
8 1 (0.076%) Disclosure Scotland
8 1 (0.076%) ISO 13485
8 1 (0.076%) Sarbanes-Oxley
System Software
1 97 (7.38%) Docker
2 7 (0.53%) Virtual Machines
3 3 (0.23%) HDFS
3 3 (0.23%) zsh
4 2 (0.15%) Active Directory
Systems Management
1 156 (11.86%) Terraform
2 102 (7.76%) Kubernetes
3 16 (1.22%) Grafana
4 13 (0.99%) Prometheus
5 10 (0.76%) Ansible
6 5 (0.38%) Kibana
6 5 (0.38%) NetBackup
7 4 (0.30%) Kubeflow
7 4 (0.30%) logstash
8 3 (0.23%) Control-M
8 3 (0.23%) Puppet
8 3 (0.23%) Rancher
9 2 (0.15%) EMC NetWorker
9 2 (0.15%) Tivoli Storage Manager
10 1 (0.076%) Ambari
10 1 (0.076%) Argo
10 1 (0.076%) Fluentd
10 1 (0.076%) QRadar
10 1 (0.076%) ZABBIX
Vendors
1 398 (30.27%) Databricks
2 181 (13.76%) Microsoft
3 104 (7.91%) Oracle
4 78 (5.93%) Talend
5 71 (5.40%) Informatica
6 52 (3.95%) Google
7 35 (2.66%) Denodo
8 22 (1.67%) SAP
9 21 (1.60%) Cisco
10 20 (1.52%) Foundry
10 20 (1.52%) ServiceNow
11 19 (1.44%) Palantir
12 18 (1.37%) Splunk
13 17 (1.29%) F5
14 16 (1.22%) IBM
15 14 (1.06%) Cloudera
16 11 (0.84%) Alteryx
17 6 (0.46%) Confluent
17 6 (0.46%) MuleSoft
17 6 (0.46%) Virgin Media