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 4 March 2026.

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

6 months to
4 Mar 2026
Same period 2025 Same period 2024
Rank 82 76 101
Rank change year-on-year -6 +25 +17
Contract jobs requiring a Data Engineer 1,326 919 966
As % of all contract jobs in the UK 3.15% 3.06% 2.18%
As % of the Job Titles category 3.43% 3.30% 2.35%
Number of daily rates quoted 964 666 755
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 38,703 27,889 41,142
% of contract IT jobs with a recognized job title 91.84% 92.83% 92.94%
Number of daily rates quoted 24,288 17,682 27,029
10th Percentile £310 £288 £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 £725 £738 £738
UK excluding London median daily rate £481 £475 £488
% change year-on-year +1.32% -2.56% -2.50%
Number of hourly rates quoted 2,374 845 2,408
10th Percentile £14.64 £16.25 £13.05
25th Percentile £18.87 £21.46 £16.25
Median hourly rate £33.50 £34.00 £34.00
Median % change year-on-year -1.47% - -16.05%
75th Percentile £64.00 £64.75 £60.00
90th Percentile £75.00 £75.40 £71.90
UK excluding London median hourly rate £32.50 £32.50 £35.00
% change year-on-year - -7.14% -10.88%

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 4 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 4 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 4 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 -4 1,138 £500 -3.85% 530
London +1 678 £520 -5.45% 162
UK excluding London -9 481 £470 -1.05% 436
Work from Home -5 411 £500 -4.76% 200
Midlands +8 185 £492 +3.58% 75
West Midlands +6 166 £499 +1.99% 46
North of England -23 138 £450 -2.70% 106
North West -16 84 £425 -4.23% 57
South East -27 56 £506 +3.85% 147
Scotland +9 55 £414 -5.49% 18
South West -12 47 £538 +8.86% 60
Yorkshire -35 40 £484 -0.77% 38
Wales -7 20 £418 -16.50% 7
East Midlands -21 19 £450 +20.00% 28
North East -13 14 £450 -14.29% 11
East of England -38 9 £565 +77.67% 28
Northern Ireland - 1 £430 - 2

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

For the 6 months to 4 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.

1 755 (56.94%) SQL
2 717 (54.07%) Python
3 581 (43.82%) Data Pipeline
4 555 (41.86%) ETL
5 553 (41.70%) Azure
6 513 (38.69%) Data Engineering
7 493 (37.18%) Analytics
8 461 (34.77%) Data Modelling
9 400 (30.17%) Databricks
10 381 (28.73%) Data Quality
11 373 (28.13%) AWS
12 370 (27.90%) CI/CD
13 358 (27.00%) Security Cleared
14 316 (23.83%) SC Cleared
15 310 (23.38%) Business Intelligence
16 273 (20.59%) DevOps
17 266 (20.06%) Agile
18 262 (19.76%) Data Warehouse
19 248 (18.70%) Power Platform
20 238 (17.95%) PySpark
21 233 (17.57%) Power BI
22 229 (17.27%) Azure Data Factory
23 218 (16.44%) Problem-Solving
24 211 (15.91%) Data Governance
25 188 (14.18%) Data Science
26 182 (13.73%) Git
26 182 (13.73%) Microsoft
27 161 (12.14%) Snowflake
28 158 (11.92%) Data Lake
29 157 (11.84%) 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
1 136 (10.26%) Apache Spark
2 134 (10.11%) Apache Airflow
3 86 (6.49%) Apache
4 50 (3.77%) SAS
5 26 (1.96%) Confluence
6 15 (1.13%) 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 (0.075%) Apache Pig
11 1 (0.075%) Apache Superset
11 1 (0.075%) Apache Synapse
11 1 (0.075%) Appian
11 1 (0.075%) Camunda
11 1 (0.075%) IIS
11 1 (0.075%) Oracle SOA Suite
Applications
1 11 (0.83%) Microsoft Excel
2 2 (0.15%) Chatbot
2 2 (0.15%) Microsoft Office
3 1 (0.075%) Microsoft PowerPoint
Business Applications
1 3 (0.23%) Dynamics CRM
2 2 (0.15%) Maximo
2 2 (0.15%) SAP BPC
3 1 (0.075%) Actimize
3 1 (0.075%) Aladdin
3 1 (0.075%) Elite 3E
3 1 (0.075%) iTrent
3 1 (0.075%) NEC Housing
3 1 (0.075%) Oracle BPM
3 1 (0.075%) SAP Business ByDesign
Cloud Services
1 553 (41.70%) Azure
2 373 (28.13%) AWS
3 248 (18.70%) Power Platform
4 229 (17.27%) Azure Data Factory
5 161 (12.14%) Snowflake
6 146 (11.01%) Azure Synapse Analytics
6 146 (11.01%) GCP
7 119 (8.97%) dbt
8 117 (8.82%) Amazon S3
9 114 (8.60%) Serverless
10 100 (7.54%) GitHub
11 97 (7.32%) Azure DevOps
12 77 (5.81%) AWS Lambda
13 46 (3.47%) AWS CloudFormation
13 46 (3.47%) GitHub Actions
14 29 (2.19%) AWS Step Functions
15 26 (1.96%) Amazon EMR
15 26 (1.96%) Matillion
15 26 (1.96%) Microsoft Purview
16 24 (1.81%) SaaS
Communications & Networking
1 17 (1.28%) DNS
2 16 (1.21%) BGP
2 16 (1.21%) DMZ
2 16 (1.21%) Multicast
2 16 (1.21%) VPN
3 4 (0.30%) Firewall
4 3 (0.23%) SAN
4 3 (0.23%) Structured Cabling
5 1 (0.075%) 4G
5 1 (0.075%) 5G
5 1 (0.075%) Internet
5 1 (0.075%) LAN
5 1 (0.075%) MQTT
5 1 (0.075%) Network Security
5 1 (0.075%) Software-Defined Networking
5 1 (0.075%) TCP/IP
5 1 (0.075%) WAN
5 1 (0.075%) Wi-Fi
Database & Business Intelligence
1 262 (19.76%) Data Warehouse
2 233 (17.57%) Power BI
3 158 (11.92%) Data Lake
4 104 (7.84%) SQL Server
5 81 (6.11%) BigQuery
6 80 (6.03%) Delta Lake
7 74 (5.58%) Azure SQL Database
8 72 (5.43%) PostgreSQL
9 71 (5.35%) Big Data
10 70 (5.28%) Metadata
11 67 (5.05%) Amazon Redshift
12 65 (4.90%) SQL Server Integration Services
13 63 (4.75%) NoSQL
14 59 (4.45%) Pentaho
15 47 (3.54%) Snowflake Schema
16 46 (3.47%) Tableau
17 44 (3.32%) Amazon Athena
18 42 (3.17%) Hadoop
18 42 (3.17%) Relational Database
19 26 (1.96%) Star Schema
Development Applications
1 182 (13.73%) Git
2 68 (5.13%) Jenkins
3 62 (4.68%) JIRA
4 59 (4.45%) GitLab
5 23 (1.73%) 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 (0.075%) Deequ
10 1 (0.075%) Jaeger
10 1 (0.075%) Maven
10 1 (0.075%) TeamCity
10 1 (0.075%) Terragrunt
General
1 230 (17.35%) Social Skills
2 195 (14.71%) Finance
3 138 (10.41%) Analytical Skills
4 115 (8.67%) Public Sector
5 66 (4.98%) Banking
6 36 (2.71%) Inclusion and Diversity
7 19 (1.43%) Investment Banking
8 16 (1.21%) Documentation Skills
9 15 (1.13%) Retail
10 14 (1.06%) Front Office
11 12 (0.90%) Marketing
11 12 (0.90%) Pharmaceutical
12 10 (0.75%) Telecoms
13 8 (0.60%) Manufacturing
13 8 (0.60%) Publishing
14 7 (0.53%) Military
15 6 (0.45%) Law
16 4 (0.30%) Back Office
16 4 (0.30%) Corporate Banking
16 4 (0.30%) Organisational Skills
Libraries, Frameworks & Software Standards
1 238 (17.95%) PySpark
2 130 (9.80%) Kafka
3 49 (3.70%) Pandas
4 29 (2.19%) REST
5 26 (1.96%) JSON
6 25 (1.89%) YAML
7 21 (1.58%) NumPy
8 16 (1.21%) PyTorch
8 16 (1.21%) XML
9 15 (1.13%) Great Expectations
10 14 (1.06%) Apache NiFi
10 14 (1.06%) Node.js
10 14 (1.06%) scikit-learn
11 13 (0.98%) pytest
12 12 (0.90%) Keycloak
12 12 (0.90%) Matplotlib
12 12 (0.90%) RESTful
12 12 (0.90%) TensorFlow
13 9 (0.68%) Apache Beam
13 9 (0.68%) React
Miscellaneous
1 99 (7.47%) Cloud Native
2 36 (2.71%) Data Structures
3 31 (2.34%) Legacy Systems
4 28 (2.11%) Product Ownership
5 26 (1.96%) Distributed Systems
6 19 (1.43%) Onboarding
7 18 (1.36%) Clustering
7 18 (1.36%) Hybrid Cloud
7 18 (1.36%) Replication
8 17 (1.28%) Reinsurance
9 16 (1.21%) Data Protection Act
10 15 (1.13%) Greenfield Project
11 13 (0.98%) Algorithms
12 12 (0.90%) Public Cloud
13 10 (0.75%) NHS
14 9 (0.68%) Distributed Computing
15 8 (0.60%) Life Science
16 7 (0.53%) Management Information System
16 7 (0.53%) Virtual Team
17 6 (0.45%) Analytical Mindset
Operating Systems
1 23 (1.73%) Linux
2 21 (1.58%) Unix
3 1 (0.075%) VMS
3 1 (0.075%) Windows
Processes & Methodologies
1 581 (43.82%) Data Pipeline
2 555 (41.86%) ETL
3 513 (38.69%) Data Engineering
4 493 (37.18%) Analytics
5 461 (34.77%) Data Modelling
6 370 (27.90%) CI/CD
7 310 (23.38%) Business Intelligence
8 273 (20.59%) DevOps
9 266 (20.06%) Agile
10 218 (16.44%) Problem-Solving
11 211 (15.91%) Data Governance
12 188 (14.18%) Data Science
13 155 (11.69%) AI
14 152 (11.46%) Data Integration
15 142 (10.71%) Migration
16 141 (10.63%) Data Architecture
17 138 (10.41%) Machine Learning
18 135 (10.18%) Infrastructure as Code
19 132 (9.95%) Data Transformation
20 125 (9.43%) Performance Tuning
Programming Languages
1 755 (56.94%) SQL
2 717 (54.07%) Python
3 87 (6.56%) Java
4 80 (6.03%) Scala
5 37 (2.79%) T-SQL
6 36 (2.71%) Data Analysis Expressions
7 30 (2.26%) C#
8 28 (2.11%) PL/SQL
9 24 (1.81%) Bash
10 21 (1.58%) Bicep
11 18 (1.36%) R
12 17 (1.28%) PowerShell
13 15 (1.13%) Go
13 15 (1.13%) JavaScript
14 14 (1.06%) Shell Script
15 6 (0.45%) TypeScript
16 3 (0.23%) C++
16 3 (0.23%) Korn
17 2 (0.15%) C
17 2 (0.15%) Ruby
Qualifications
1 358 (27.00%) Security Cleared
2 316 (23.83%) SC Cleared
3 40 (3.02%) Degree
4 38 (2.87%) Azure Certification
5 27 (2.04%) BPSS Clearance
6 23 (1.73%) AWS Certification
7 19 (1.43%) DV Cleared
8 16 (1.21%) Computer Science Degree
9 8 (0.60%) 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 (0.075%) AWS Certified Solutions Architect
14 1 (0.075%) CCIE
14 1 (0.075%) CompTIA Security+
14 1 (0.075%) Numerate Degree
Quality Assurance & Compliance
1 381 (28.73%) Data Quality
2 52 (3.92%) GDPR
3 33 (2.49%) QA
4 18 (1.36%) 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 (0.075%) Basel III
8 1 (0.075%) PMO
8 1 (0.075%) Sarbanes-Oxley
System Software
1 98 (7.39%) 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
1 157 (11.84%) Terraform
2 103 (7.77%) Kubernetes
3 17 (1.28%) Grafana
4 13 (0.98%) Prometheus
5 10 (0.75%) 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 (0.075%) Ambari
10 1 (0.075%) Argo
10 1 (0.075%) Fluentd
10 1 (0.075%) QRadar
10 1 (0.075%) ZABBIX
Vendors
1 400 (30.17%) Databricks
2 182 (13.73%) Microsoft
3 104 (7.84%) Oracle
4 80 (6.03%) Talend
5 71 (5.35%) Informatica
6 53 (4.00%) Google
7 37 (2.79%) Denodo
8 22 (1.66%) SAP
9 21 (1.58%) Cisco
10 20 (1.51%) Foundry
10 20 (1.51%) ServiceNow
11 19 (1.43%) Palantir
12 18 (1.36%) Splunk
13 17 (1.28%) F5
13 17 (1.28%) IBM
14 14 (1.06%) Cloudera
15 11 (0.83%) Alteryx
16 6 (0.45%) Confluent
16 6 (0.45%) MuleSoft
16 6 (0.45%) Virgin Media