Data Engineer Contracts

Data Engineer
UK

The median Data Engineer daily rate in the UK is £525, according to job vacancies posted in the 6 months leading up to 12 October 2024.

The table below provides contractor rate benchmarking and summary statistics, comparing them to the same period in the previous two years.

6 months to
12 Oct 2024
Same period 2023 Same period 2022
Rank 96 134 130
Rank change year-on-year +38 -4 -25
Contract jobs requiring a Data Engineer 889 926 1,721
As % of all contract jobs advertised in the UK 2.37% 1.94% 2.09%
As % of the Job Titles category 2.55% 2.06% 2.19%
Number of daily rates quoted 619 693 1,238
10th Percentile £363 £407 £425
25th Percentile £450 £475 £494
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - +3.77%
75th Percentile £625 £650 £660
90th Percentile £688 £718 £738
UK excluding London median daily rate £500 £525 £525
% change year-on-year -4.76% - +5.00%
Number of hourly rates quoted 5 12 30
10th Percentile £53.55 £35.06 £16.50
25th Percentile £60.00 £38.79 £27.38
Median hourly rate £95.00 £61.75 £54.00
Median % change year-on-year +53.85% +14.35% +66.15%
75th Percentile £97.50 £68.44 £63.56
90th Percentile - £78.75 £80.21
UK excluding London median hourly rate £60.00 £57.00 £55.00
% change year-on-year +5.26% +3.64% +98.34%

All Contract IT Job Vacancies
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 34,853 44,903 78,425
% of contract IT jobs with a recognized job title 92.94% 94.00% 95.27%
Number of daily rates quoted 21,022 30,697 55,029
10th Percentile £300 £300 £323
25th Percentile £413 £413 £433
Median daily rate (50th Percentile) £525 £528 £550
Median % change year-on-year -0.47% -4.09% +10.00%
75th Percentile £638 £650 £650
90th Percentile £738 £745 £750
UK excluding London median daily rate £490 £500 £500
% change year-on-year -2.00% - +11.11%
Number of hourly rates quoted 1,438 1,521 1,723
10th Percentile £15.00 £14.65 £13.00
25th Percentile £20.30 £19.06 £16.25
Median hourly rate £41.27 £45.00 £26.50
Median % change year-on-year -8.30% +69.81% +32.50%
75th Percentile £65.00 £65.00 £59.19
90th Percentile £73.75 £77.50 £71.35
UK excluding London median hourly rate £42.50 £44.50 £22.50
% change year-on-year -4.49% +97.78% +25.00%

Data Engineer
Job Vacancy Trend

Job postings that featured Data Engineer in the job title as a proportion of all IT jobs advertised.

Job vacancy trend for Data Engineer in the UK

Data Engineer
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing Data Engineer.

Daily rate trend for Data Engineer in the UK

Data Engineer
Daily Rate Histogram

Daily rate distribution for jobs citing Data Engineer over the 6 months to 12 October 2024.

Daily rate histogram for Data Engineer in the UK

Data Engineer
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing Data Engineer.

Hourly rate trend for Data Engineer in the UK

Data Engineer
Hourly Rate Histogram

Hourly rate distribution of jobs citing Data Engineer over the 6 months to 12 October 2024.

Hourly rate histogram for Data Engineer in the UK

Data Engineer
Top 17 Contract 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 12 October 2024. 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 +27 758 £550 - 309
London +11 461 £570 -0.87% 137
Work from Home +36 333 £513 -2.38% 356
UK excluding London +59 303 £500 -4.76% 201
South East +39 75 £550 +4.76% 38
North of England +37 74 £493 -6.19% 67
Midlands +17 59 £448 -22.17% 21
West Midlands +14 44 £490 -14.78% 15
North West +38 42 £488 -9.30% 30
South West +5 32 £538 +3.61% 26
Yorkshire +24 29 £485 -7.62% 15
Wales +28 24 £500 -2.44% 10
Scotland +14 22 £500 - 10
East of England +26 17 £375 -28.57% 14
East Midlands - 15 £375 - 6
North East -13 3 £585 +20.62% 22
Northern Ireland - 2 £498 - 16

Data Engineer Skill Set
Top 30 Co-occurring Skills and Capabilities

For the 6 months to 12 October 2024, Data Engineer contract job roles required the following skills and capabilities in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads featuring Data Engineer in the job title.

1 451 (50.73%) Python
2 433 (48.71%) SQL
3 347 (39.03%) Azure
4 272 (30.60%) ETL
5 256 (28.80%) AWS
6 250 (28.12%) Data Pipeline
7 220 (24.75%) Data Engineering
8 215 (24.18%) Data Modelling
9 207 (23.28%) Analytics
10 198 (22.27%) Databricks
11 196 (22.05%) Data Warehouse
12 165 (18.56%) PySpark
13 147 (16.54%) Agile
14 146 (16.42%) Social Skills
14 146 (16.42%) CI/CD
15 143 (16.09%) Business Intelligence
16 138 (15.52%) Finance
16 138 (15.52%) Azure Data Factory
17 130 (14.62%) DevOps
18 128 (14.40%) Data Lake
19 124 (13.95%) Data Quality
20 115 (12.94%) dbt
21 114 (12.82%) Snowflake
22 113 (12.71%) Analytical Skills
23 112 (12.60%) Power Platform
24 111 (12.49%) Power BI
25 110 (12.37%) Apache Spark
26 106 (11.92%) Java
27 102 (11.47%) Big Data
27 102 (11.47%) Security Cleared

Data Engineer Skill Set
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 110 (12.37%) Apache Spark
2 97 (10.91%) Apache Airflow
3 64 (7.20%) Apache
4 15 (1.69%) Confluence
5 5 (0.56%) Jupyter
5 5 (0.56%) SAS
6 3 (0.34%) ArcGIS
6 3 (0.34%) Tomcat
6 3 (0.34%) WebSphere
7 2 (0.22%) IIS
7 2 (0.22%) Oracle Workflow
7 2 (0.22%) SharePoint
8 1 (0.11%) Apache Synapse
8 1 (0.11%) Luigi
8 1 (0.11%) MTS
8 1 (0.11%) Oracle Coherence
Applications
1 9 (1.01%) Microsoft Excel
2 3 (0.34%) Spreadsheet
3 1 (0.11%) Microsoft Office
Business Applications
1 4 (0.45%) Aladdin
1 4 (0.45%) NEC Housing
2 2 (0.22%) Maximo
2 2 (0.22%) MIS ActiveH
2 2 (0.22%) OPENHousing
2 2 (0.22%) SAP S/4HANA
3 1 (0.11%) Adobe Campaign
3 1 (0.11%) Dynamics CRM
3 1 (0.11%) Oracle 11i
3 1 (0.11%) SAP BPC
3 1 (0.11%) SAP ERP
3 1 (0.11%) SAP Oil and Gas
3 1 (0.11%) Shopify
3 1 (0.11%) SimCorp Dimension
Cloud Services
1 347 (39.03%) Azure
2 256 (28.80%) AWS
3 138 (15.52%) Azure Data Factory
4 115 (12.94%) dbt
5 114 (12.82%) Snowflake
6 112 (12.60%) Power Platform
7 92 (10.35%) GCP
8 76 (8.55%) Azure Synapse Analytics
9 72 (8.10%) Amazon S3
10 62 (6.97%) Azure DevOps
11 54 (6.07%) Serverless
12 50 (5.62%) GitHub
13 31 (3.49%) AWS Lambda
14 20 (2.25%) Dagster
15 19 (2.14%) Amazon EMR
15 19 (2.14%) Azure Functions
16 18 (2.02%) Amazon EC2
16 18 (2.02%) Azure Logic Apps
17 17 (1.91%) Amazon Kinesis
17 17 (1.91%) Azure Cosmos DB
Communications & Networking
1 18 (2.02%) VPN
2 17 (1.91%) Firewall
3 15 (1.69%) Cisco Nexus
3 15 (1.69%) DMZ
3 15 (1.69%) Structured Cabling
4 14 (1.57%) BGP
5 11 (1.24%) Network Security
6 7 (0.79%) Multicast
6 7 (0.79%) OSPF
7 6 (0.67%) DNS
7 6 (0.67%) LAN
7 6 (0.67%) Wireless
8 5 (0.56%) DAB
8 5 (0.56%) VXLAN
9 4 (0.45%) Cisco ISE
9 4 (0.45%) DHCP
9 4 (0.45%) EIGRP
9 4 (0.45%) FTP
9 4 (0.45%) WAN
10 3 (0.34%) Cisco IOS
Database & Business Intelligence
1 196 (22.05%) Data Warehouse
2 128 (14.40%) Data Lake
3 111 (12.49%) Power BI
4 102 (11.47%) Big Data
5 81 (9.11%) SQL Server
6 56 (6.30%) Amazon Athena
7 49 (5.51%) Azure SQL Database
8 47 (5.29%) Tableau
9 44 (4.95%) PostgreSQL
10 43 (4.84%) NoSQL
11 41 (4.61%) Amazon Redshift
12 38 (4.27%) Hadoop
13 36 (4.05%) BigQuery
14 29 (3.26%) Relational Database
15 27 (3.04%) SQL Server Integration Services
16 25 (2.81%) Delta Lake
17 19 (2.14%) Dremio
18 17 (1.91%) MongoDB
18 17 (1.91%) MySQL
18 17 (1.91%) Spark SQL
Development Applications
1 54 (6.07%) Git
2 23 (2.59%) JIRA
3 22 (2.47%) Jenkins
4 12 (1.35%) GitLab
5 4 (0.45%) Deequ
5 4 (0.45%) Selenium
6 3 (0.34%) CircleCI
7 2 (0.22%) Cypress.io
7 2 (0.22%) kappa
7 2 (0.22%) Maven
7 2 (0.22%) Poetry
8 1 (0.11%) Bitbucket
8 1 (0.11%) Gradle
8 1 (0.11%) IntelliJ
8 1 (0.11%) Mocha
8 1 (0.11%) Mockito
8 1 (0.11%) PEAR
8 1 (0.11%) Subversion
8 1 (0.11%) TeamCity
8 1 (0.11%) Visual Studio
General
1 146 (16.42%) Social Skills
2 138 (15.52%) Finance
3 113 (12.71%) Analytical Skills
4 85 (9.56%) Banking
5 39 (4.39%) Public Sector
6 24 (2.70%) Front Office
6 24 (2.70%) Retail
7 18 (2.02%) Investment Banking
8 11 (1.24%) Marketing
9 9 (1.01%) Financial Institution
9 9 (1.01%) Law
9 9 (1.01%) Presentation Skills
9 9 (1.01%) Retail Banking
10 8 (0.90%) Manufacturing
10 8 (0.90%) Telecoms
11 7 (0.79%) Pharmaceutical
12 5 (0.56%) Inclusion and Diversity
12 5 (0.56%) Police
13 4 (0.45%) Aerospace
14 3 (0.34%) Military
Libraries, Frameworks & Software Standards
1 165 (18.56%) PySpark
2 72 (8.10%) Kafka
3 35 (3.94%) Pandas
4 27 (3.04%) NumPy
5 17 (1.91%) SciPy
6 12 (1.35%) JSON
7 10 (1.12%) React
8 9 (1.01%) .NET
9 8 (0.90%) pytest
9 8 (0.90%) REST
10 7 (0.79%) Apache Avro
10 7 (0.79%) Django
10 7 (0.79%) Flask
10 7 (0.79%) Jinja
11 6 (0.67%) Great Expectations
12 5 (0.56%) Apache Beam
12 5 (0.56%) ARM Templates
12 5 (0.56%) Elastic Stack
12 5 (0.56%) GraphQL
12 5 (0.56%) RESTful
Miscellaneous
1 44 (4.95%) Data Structures
2 24 (2.70%) Data Centre
2 24 (2.70%) Data Protection Act
2 24 (2.70%) Legacy Systems
3 19 (2.14%) Algorithms
4 16 (1.80%) Smartphone
5 13 (1.46%) Onboarding
6 12 (1.35%) Greenfield Project
7 11 (1.24%) Cloud Native
7 11 (1.24%) Distributed Systems
8 9 (1.01%) Product Ownership
9 7 (0.79%) Management Information System
9 7 (0.79%) Public Cloud
9 7 (0.79%) Self-Motivation
10 6 (0.67%) Hedge funds
10 6 (0.67%) Life Science
10 6 (0.67%) Mobile App
11 5 (0.56%) Distributed Computing
11 5 (0.56%) Reference Data
12 4 (0.45%) Renewable Energy
Operating Systems
1 18 (2.02%) Linux
2 13 (1.46%) Windows
3 6 (0.67%) Unix
4 3 (0.34%) VMS
4 3 (0.34%) zOS
5 2 (0.22%) Windows Server
6 1 (0.11%) pSOS
Processes & Methodologies
1 272 (30.60%) ETL
2 250 (28.12%) Data Pipeline
3 220 (24.75%) Data Engineering
4 215 (24.18%) Data Modelling
5 207 (23.28%) Analytics
6 147 (16.54%) Agile
7 146 (16.42%) CI/CD
8 143 (16.09%) Business Intelligence
9 130 (14.62%) DevOps
10 102 (11.47%) Problem-Solving
11 100 (11.25%) Migration
12 81 (9.11%) Data Science
13 75 (8.44%) Data Integration
14 74 (8.32%) Data Governance
15 64 (7.20%) Data Migration
16 62 (6.97%) Machine Learning
17 57 (6.41%) Data Analysis
18 55 (6.19%) Data Management
19 53 (5.96%) Software Engineering
20 50 (5.62%) Visualisation
Programming Languages
1 451 (50.73%) Python
2 433 (48.71%) SQL
3 106 (11.92%) Java
4 50 (5.62%) Scala
5 35 (3.94%) T-SQL
6 25 (2.81%) JavaScript
7 24 (2.70%) R
8 20 (2.25%) PowerShell
9 18 (2.02%) C#
10 16 (1.80%) Bash
11 15 (1.69%) PL/SQL
12 14 (1.57%) Shell Script
13 7 (0.79%) TypeScript
14 6 (0.67%) C++
14 6 (0.67%) Data Analysis Expressions
14 6 (0.67%) Go
15 3 (0.34%) Perl
16 2 (0.22%) C
16 2 (0.22%) PyPy
16 2 (0.22%) VBA
Qualifications
1 102 (11.47%) Security Cleared
2 81 (9.11%) SC Cleared
3 54 (6.07%) Degree
4 31 (3.49%) Computer Science Degree
5 21 (2.36%) DV Cleared
6 8 (0.90%) Azure Certification
7 7 (0.79%) AWS Certification
7 7 (0.79%) Master's Degree
8 6 (0.67%) Microsoft Certification
9 5 (0.56%) Cisco Certification
10 4 (0.45%) SnowPro
11 3 (0.34%) JNCIP
12 2 (0.22%) ITIL Certification
12 2 (0.22%) JNCIA
12 2 (0.22%) JNCIS
13 1 (0.11%) CCNA
13 1 (0.11%) CCNP
13 1 (0.11%) CISSP
13 1 (0.11%) PhD
13 1 (0.11%) SAS Certification
Quality Assurance & Compliance
1 124 (13.95%) Data Quality
2 12 (1.35%) QA
3 7 (0.79%) GDPR
4 5 (0.56%) Accessibility
5 4 (0.45%) ISO/IEC 27001
5 4 (0.45%) NIST
5 4 (0.45%) SLA
6 3 (0.34%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 2 (0.22%) GxP
8 1 (0.11%) Actionable Recommendations
8 1 (0.11%) HL7
8 1 (0.11%) IFRS
8 1 (0.11%) IFRS 17
8 1 (0.11%) MiFID
8 1 (0.11%) Sarbanes-Oxley
8 1 (0.11%) Solvency II
System Software
1 25 (2.81%) Docker
2 4 (0.45%) VMware Infrastructure
2 4 (0.45%) VMware NSX
3 3 (0.34%) Active Directory
3 3 (0.34%) Virtual Machines
4 2 (0.22%) HDFS
5 1 (0.11%) Apache Flume
5 1 (0.11%) LXC
5 1 (0.11%) Oracle RAC
Systems Management
1 90 (10.12%) Terraform
2 50 (5.62%) Kubernetes
3 7 (0.79%) Ansible
4 5 (0.56%) Grafana
5 4 (0.45%) Control-M
5 4 (0.45%) Kibana
6 3 (0.34%) Jamf Pro
6 3 (0.34%) logstash
6 3 (0.34%) NetBackup
6 3 (0.34%) Oozie
6 3 (0.34%) Puppet
7 2 (0.22%) Prometheus
8 1 (0.11%) Ganglia
8 1 (0.11%) Matomo
8 1 (0.11%) Packer
8 1 (0.11%) Podman
8 1 (0.11%) Progress Chef
Vendors
1 198 (22.27%) Databricks
2 64 (7.20%) Microsoft
3 39 (4.39%) Oracle
4 36 (4.05%) Google
5 27 (3.04%) Cisco
6 18 (2.02%) Informatica
7 17 (1.91%) SAP
8 16 (1.80%) Palantir
9 13 (1.46%) F5
10 12 (1.35%) Juniper
11 11 (1.24%) CheckPoint
11 11 (1.24%) Fortinet
11 11 (1.24%) Splunk
12 10 (1.12%) Cloudera
12 10 (1.12%) ServiceNow
13 8 (0.90%) Foundry
14 7 (0.79%) Aruba
14 7 (0.79%) Salesforce
15 6 (0.67%) Blue Coat
15 6 (0.67%) VMware