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 17 January 2026.

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

6 months to
17 Jan 2026
Same period 2025 Same period 2024
Rank 92 77 121
Rank change year-on-year -15 +44 -2
Contract jobs requiring a Data Engineer 1,034 909 884
As % of all contract jobs in the UK 2.77% 2.86% 2.04%
As % of the Job Titles category 3.03% 3.08% 2.19%
Number of daily rates quoted 745 647 661
10th Percentile £359 £350 £371
25th Percentile £413 £431 £450
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £588 £613 £630
90th Percentile £698 £697 £688
UK excluding London median daily rate £480 £478 £505
% change year-on-year +0.37% -5.30% -3.81%
Number of hourly rates quoted 11 12 18
10th Percentile £26.00 £25.35 £35.00
25th Percentile £32.12 £26.30 £42.20
Median hourly rate £43.50 £53.75 £60.50
Median % change year-on-year -19.07% -11.16% -3.97%
75th Percentile £83.25 £94.69 £65.94
90th Percentile £110.00 £97.50 £67.65
UK excluding London median hourly rate £37.50 £26.50 £65.00
% change year-on-year +41.51% -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 34,093 29,528 40,309
% of contract IT jobs with a recognized job title 91.39% 92.82% 93.14%
Number of daily rates quoted 21,578 18,084 26,785
10th Percentile £300 £288 £279
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 1,999 895 1,806
10th Percentile £14.38 £15.68 £14.00
25th Percentile £18.50 £21.22 £18.00
Median hourly rate £27.50 £32.50 £41.37
Median % change year-on-year -15.38% -21.43% +18.19%
75th Percentile £60.00 £62.50 £64.52
90th Percentile £70.00 £73.75 £75.25
UK excluding London median hourly rate £25.15 £32.50 £44.20
% change year-on-year -22.62% -26.47% +52.41%

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 17 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 17 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 17 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 -12 876 £513 -2.38% 408
London +1 569 £525 -8.70% 143
Work from Home -8 322 £500 -4.76% 232
UK excluding London -51 317 £480 +0.37% 348
North of England -48 99 £463 +2.78% 61
Midlands -16 97 £520 +6.23% 33
West Midlands -18 84 £525 +6.06% 23
North West -25 54 £405 -8.99% 36
Scotland +4 44 £450 +1.98% 20
South West -3 43 £550 +22.22% 44
South East -53 33 £475 -11.63% 139
Yorkshire -41 32 £500 +5.26% 15
Wales -9 13 £418 -16.50% 11
North East -10 13 £450 -1.64% 12
East Midlands -22 13 £455 +24.91% 10
East of England -31 6 £625 +96.54% 42
Northern Ireland -3 1 £430 -13.57% 5

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

For the 6 months to 17 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.

1 626 (60.54%) Python
2 592 (57.25%) SQL
3 464 (44.87%) Azure
4 456 (44.10%) Data Pipeline
5 420 (40.62%) ETL
6 392 (37.91%) Data Engineering
7 360 (34.82%) Databricks
8 348 (33.66%) Data Modelling
9 347 (33.56%) Analytics
10 317 (30.66%) AWS
11 301 (29.11%) CI/CD
12 285 (27.56%) Data Quality
13 257 (24.85%) Security Cleared
14 239 (23.11%) Business Intelligence
15 229 (22.15%) SC Cleared
16 222 (21.47%) DevOps
17 215 (20.79%) Data Warehouse
18 202 (19.54%) Agile
18 202 (19.54%) PySpark
19 195 (18.86%) Azure Data Factory
19 195 (18.86%) Power Platform
20 191 (18.47%) Power BI
21 164 (15.86%) Problem-Solving
22 160 (15.47%) Data Science
23 148 (14.31%) Data Governance
24 142 (13.73%) Snowflake
25 139 (13.44%) Git
26 136 (13.15%) Data Lake
26 136 (13.15%) Microsoft
27 132 (12.77%) Data Integration

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
1 129 (12.48%) Apache Airflow
2 115 (11.12%) Apache Spark
3 79 (7.64%) Apache
4 25 (2.42%) SAS
5 23 (2.22%) Confluence
6 6 (0.58%) Apache Pig
6 6 (0.58%) Oracle Application Server
7 5 (0.48%) IIS
7 5 (0.48%) Jupyter
8 4 (0.39%) Microsoft Exchange
8 4 (0.39%) SharePoint
9 3 (0.29%) ArcGIS
9 3 (0.29%) Luigi
10 1 (0.097%) Apache Superset
10 1 (0.097%) Apache Synapse
10 1 (0.097%) Appian
10 1 (0.097%) nginx
10 1 (0.097%) Oracle SOA Suite
Applications
1 10 (0.97%) Microsoft Excel
2 2 (0.19%) Chatbot
3 1 (0.097%) Microsoft Office
3 1 (0.097%) Microsoft PowerPoint
3 1 (0.097%) MS Visio
3 1 (0.097%) SPSS
3 1 (0.097%) Stata
Business Applications
1 2 (0.19%) Aladdin
1 2 (0.19%) Maximo
1 2 (0.19%) SAP S/4HANA
2 1 (0.097%) Actimize
2 1 (0.097%) Dynamics CRM
2 1 (0.097%) Elite 3E
2 1 (0.097%) NetSuite
2 1 (0.097%) Oracle BPM
2 1 (0.097%) SAP ERP
Cloud Services
1 464 (44.87%) Azure
2 317 (30.66%) AWS
3 195 (18.86%) Azure Data Factory
3 195 (18.86%) Power Platform
4 142 (13.73%) Snowflake
5 122 (11.80%) Azure Synapse Analytics
6 115 (11.12%) GCP
7 107 (10.35%) dbt
8 104 (10.06%) Amazon S3
9 94 (9.09%) Serverless
10 89 (8.61%) GitHub
11 77 (7.45%) Azure DevOps
12 60 (5.80%) AWS Lambda
13 47 (4.55%) GitHub Actions
14 37 (3.58%) AWS CloudFormation
15 28 (2.71%) SaaS
16 24 (2.32%) Microsoft Purview
17 22 (2.13%) AWS Step Functions
18 20 (1.93%) Amazon Kinesis
19 18 (1.74%) Amazon EMR
Communications & Networking
1 5 (0.48%) BGP
1 5 (0.48%) DMZ
1 5 (0.48%) DNS
1 5 (0.48%) Multicast
1 5 (0.48%) VPN
2 4 (0.39%) Firewall
3 3 (0.29%) SAN
4 2 (0.19%) Internet
4 2 (0.19%) Structured Cabling
5 1 (0.097%) LAN
5 1 (0.097%) MQTT
5 1 (0.097%) Network Security
5 1 (0.097%) Software-Defined Networking
5 1 (0.097%) TCP/IP
5 1 (0.097%) WAN
5 1 (0.097%) Wi-Fi
Database & Business Intelligence
1 215 (20.79%) Data Warehouse
2 191 (18.47%) Power BI
3 136 (13.15%) Data Lake
4 91 (8.80%) SQL Server
5 71 (6.87%) Big Data
6 66 (6.38%) Azure SQL Database
6 66 (6.38%) PostgreSQL
7 64 (6.19%) NoSQL
8 60 (5.80%) Delta Lake
9 57 (5.51%) Amazon Redshift
10 56 (5.42%) BigQuery
11 54 (5.22%) Metadata
12 44 (4.26%) Hadoop
13 43 (4.16%) SQL Server Integration Services
14 39 (3.77%) Relational Database
15 36 (3.48%) Amazon Athena
16 35 (3.38%) Tableau
17 32 (3.09%) Pentaho
18 31 (3.00%) Snowflake Schema
19 28 (2.71%) Star Schema
Development Applications
1 139 (13.44%) Git
2 63 (6.09%) Jenkins
3 49 (4.74%) JIRA
4 45 (4.35%) GitLab
5 24 (2.32%) MLflow
6 6 (0.58%) DBeaver
7 4 (0.39%) Bitbucket
8 3 (0.29%) Cucumber
9 2 (0.19%) JMeter
9 2 (0.19%) Selenium
9 2 (0.19%) Visual Studio
9 2 (0.19%) Visual Studio Code
9 2 (0.19%) Zephyr
10 1 (0.097%) Deequ
10 1 (0.097%) ERwin
10 1 (0.097%) GoCD
10 1 (0.097%) Jaeger
10 1 (0.097%) Maven
10 1 (0.097%) Poetry
10 1 (0.097%) Terragrunt
General
1 182 (17.60%) Social Skills
2 165 (15.96%) Finance
3 111 (10.74%) Analytical Skills
4 77 (7.45%) Public Sector
5 48 (4.64%) Banking
6 33 (3.19%) Inclusion and Diversity
7 16 (1.55%) Investment Banking
8 15 (1.45%) Front Office
9 14 (1.35%) Pharmaceutical
10 11 (1.06%) Retail
11 10 (0.97%) Marketing
11 10 (0.97%) Telecoms
12 8 (0.77%) Documentation Skills
13 7 (0.68%) Military
14 6 (0.58%) Manufacturing
15 5 (0.48%) Health Technology
15 5 (0.48%) Law
15 5 (0.48%) Legal
16 4 (0.39%) Financial Institution
16 4 (0.39%) Tech for Good
Libraries, Frameworks & Software Standards
1 202 (19.54%) PySpark
2 102 (9.86%) Kafka
3 42 (4.06%) Pandas
4 31 (3.00%) REST
5 24 (2.32%) NumPy
6 19 (1.84%) RESTful
7 17 (1.64%) JSON
7 17 (1.64%) YAML
8 15 (1.45%) Apache NiFi
8 15 (1.45%) PyTorch
9 12 (1.16%) Keycloak
9 12 (1.16%) TensorFlow
9 12 (1.16%) XML
10 10 (0.97%) Node.js
11 9 (0.87%) Flask
11 9 (0.87%) HTML
11 9 (0.87%) Middleware
11 9 (0.87%) RabbitMQ
12 8 (0.77%) Great Expectations
12 8 (0.77%) pytest
Miscellaneous
1 67 (6.48%) Cloud Native
2 29 (2.80%) Data Structures
2 29 (2.80%) Legacy Systems
3 27 (2.61%) Product Ownership
4 20 (1.93%) Algorithms
4 20 (1.93%) Replication
5 16 (1.55%) Greenfield Project
5 16 (1.55%) Onboarding
5 16 (1.55%) Reinsurance
6 13 (1.26%) Hybrid Cloud
7 12 (1.16%) Data Protection Act
8 11 (1.06%) Distributed Systems
9 9 (0.87%) Life Science
10 8 (0.77%) Clustering
10 8 (0.77%) NHS
11 7 (0.68%) Distributed Computing
11 7 (0.68%) IoT
11 7 (0.68%) Management Information System
12 6 (0.58%) AI Agents
12 6 (0.58%) Virtual Team
Operating Systems
1 26 (2.51%) Linux
2 13 (1.26%) Unix
3 1 (0.097%) VMS
Processes & Methodologies
1 456 (44.10%) Data Pipeline
2 420 (40.62%) ETL
3 392 (37.91%) Data Engineering
4 348 (33.66%) Data Modelling
5 347 (33.56%) Analytics
6 301 (29.11%) CI/CD
7 239 (23.11%) Business Intelligence
8 222 (21.47%) DevOps
9 202 (19.54%) Agile
10 164 (15.86%) Problem-Solving
11 160 (15.47%) Data Science
12 148 (14.31%) Data Governance
13 132 (12.77%) Data Integration
14 131 (12.67%) AI
15 130 (12.57%) Machine Learning
16 125 (12.09%) Data Architecture
17 110 (10.64%) Infrastructure as Code
18 97 (9.38%) Data Transformation
18 97 (9.38%) Migration
19 89 (8.61%) Performance Tuning
Programming Languages
1 626 (60.54%) Python
2 592 (57.25%) SQL
3 88 (8.51%) Scala
4 74 (7.16%) Java
5 26 (2.51%) T-SQL
6 25 (2.42%) Data Analysis Expressions
6 25 (2.42%) PL/SQL
7 22 (2.13%) Bash
8 18 (1.74%) R
9 17 (1.64%) C#
10 16 (1.55%) Go
11 15 (1.45%) Bicep
12 14 (1.35%) JavaScript
13 11 (1.06%) Shell Script
14 9 (0.87%) PowerShell
15 7 (0.68%) TypeScript
16 4 (0.39%) Korn
17 3 (0.29%) C++
18 2 (0.19%) ABAP
18 2 (0.19%) VB
Qualifications
1 257 (24.85%) Security Cleared
2 229 (22.15%) SC Cleared
3 34 (3.29%) Azure Certification
4 28 (2.71%) Degree
5 20 (1.93%) AWS Certification
6 19 (1.84%) DV Cleared
7 15 (1.45%) Computer Science Degree
8 12 (1.16%) BPSS Clearance
9 6 (0.58%) Master's Degree
9 6 (0.58%) Microsoft Certification
10 4 (0.39%) CTC Cleared
10 4 (0.39%) DBS Check
11 2 (0.19%) MCP
11 2 (0.19%) SnowPro
12 1 (0.097%) AWS Certified Solutions Architect
12 1 (0.097%) HND
12 1 (0.097%) ITIL Certification
12 1 (0.097%) PhD
12 1 (0.097%) Tableau Certification
Quality Assurance & Compliance
1 285 (27.56%) Data Quality
2 45 (4.35%) GDPR
3 22 (2.13%) QA
4 11 (1.06%) Accessibility
5 5 (0.48%) HIPAA
6 4 (0.39%) ISO/IEC 27001
6 4 (0.39%) MiFID
7 2 (0.19%) Dodd-Frank
7 2 (0.19%) EMIR
7 2 (0.19%) EU AI Act
7 2 (0.19%) NIST
7 2 (0.19%) SLA
7 2 (0.19%) WCAG
8 1 (0.097%) Basel III
8 1 (0.097%) Disclosure Scotland
8 1 (0.097%) GRC
8 1 (0.097%) HL7
8 1 (0.097%) ISO 13485
8 1 (0.097%) NCSC
8 1 (0.097%) SOC 2
System Software
1 82 (7.93%) Docker
2 10 (0.97%) Virtual Machines
3 5 (0.48%) zsh
4 3 (0.29%) Active Directory
5 1 (0.097%) HDFS
Systems Management
1 123 (11.90%) Terraform
2 83 (8.03%) Kubernetes
3 13 (1.26%) Ansible
3 13 (1.26%) Grafana
4 9 (0.87%) NetBackup
5 6 (0.58%) Prometheus
6 5 (0.48%) Kibana
7 3 (0.29%) Kubeflow
7 3 (0.29%) logstash
7 3 (0.29%) Puppet
8 2 (0.19%) Control-M
8 2 (0.19%) EMC NetWorker
8 2 (0.19%) Tivoli Storage Manager
9 1 (0.097%) Ambari
9 1 (0.097%) Argo
9 1 (0.097%) Kustomize
9 1 (0.097%) ZABBIX
Vendors
1 360 (34.82%) Databricks
2 136 (13.15%) Microsoft
3 73 (7.06%) Oracle
4 42 (4.06%) Talend
5 38 (3.68%) Google
6 33 (3.19%) Informatica
7 25 (2.42%) Denodo
8 21 (2.03%) Foundry
8 21 (2.03%) Palantir
9 17 (1.64%) ServiceNow
10 16 (1.55%) IBM
11 14 (1.35%) SAP
12 12 (1.16%) Cloudera
13 11 (1.06%) Splunk
14 9 (0.87%) Cisco
14 9 (0.87%) Commvault
14 9 (0.87%) Red Hat
14 9 (0.87%) Veritas
15 8 (0.77%) Confluent
15 8 (0.77%) Salesforce