Data Engineer Contracts

Data Engineer
UK

The median Data Engineer daily rate in the UK is £500 according to job vacancies posted during the 6 months to 1 June 2024.

The first table below provides contractor rate benchmarking and summary statistics including a comparison to same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 103 119 114
Rank change year-on-year +16 -5 +4
Contract jobs requiring a Data Engineer 952 1,216 2,058
As % of all contract jobs advertised in the UK 2.21% 2.17% 2.35%
As % of the Job Titles category 2.38% 2.29% 2.46%
Number of daily rates quoted 733 918 1,483
10th Percentile £199 £413 £407
25th Percentile £410 £475 £475
Median daily rate (50th Percentile) £500 £550 £550
Median % change year-on-year -9.09% - +4.76%
75th Percentile £594 £650 £650
90th Percentile £685 £730 £750
UK excluding London median daily rate £450 £525 £525
% change year-on-year -14.29% +0.10% +10.42%
Number of hourly rates quoted 43 5 21
10th Percentile £32.50 - £18.50
25th Percentile £49.25 £62.00 £18.62
Median hourly rate £67.50 £75.50 £45.00
Median % change year-on-year -10.60% +67.78% +55.17%
75th Percentile £80.00 £82.50 £50.00
90th Percentile - £87.00 £61.75
UK excluding London median hourly rate £75.00 £75.50 £45.00
% change year-on-year -0.66% +67.78% +78.22%

All Contract IT Job Vacancies
UK

The following table is for comparison with the above and includes 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 39,969 53,015 83,520
% of contract IT jobs with a recognized job title 92.83% 94.58% 95.35%
Number of daily rates quoted 25,870 37,031 58,844
10th Percentile £280 £313 £315
25th Percentile £409 £425 £425
Median daily rate (50th Percentile) £525 £540 £525
Median % change year-on-year -2.78% +2.86% +7.69%
75th Percentile £638 £650 £638
90th Percentile £750 £750 £738
UK excluding London median daily rate £488 £500 £475
% change year-on-year -2.50% +5.26% +10.21%
Number of hourly rates quoted 2,841 1,476 1,963
10th Percentile £12.86 £14.25 £12.50
25th Percentile £16.30 £19.06 £15.90
Median hourly rate £37.50 £45.00 £24.50
Median % change year-on-year -16.67% +83.67% +12.28%
75th Percentile £61.60 £65.75 £49.33
90th Percentile £73.75 £76.13 £65.00
UK excluding London median hourly rate £40.00 £42.50 £20.00
% change year-on-year -5.88% +112.50% +5.26%

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 1 June 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 1 June 2024.

Hourly rate histogram for Data Engineer in the UK

Data Engineer
Top 16 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 1 June 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 +16 821 £500 -9.09% 433
London +17 499 £525 -8.70% 226
UK excluding London +19 325 £450 -14.29% 237
Work from Home -6 325 £500 -9.09% 204
North of England +12 81 £463 -22.92% 96
South West +16 66 £513 -2.38% 33
North West +6 50 £425 -19.05% 66
South East -24 46 £463 -7.50% 30
Midlands +12 42 £425 -26.09% 34
East of England +25 37 £185 -64.76% 8
Scotland +16 35 £453 -9.40% 26
Yorkshire +20 31 £475 -26.92% 20
West Midlands -5 30 £469 -18.48% 26
Wales +25 12 £400 -23.08% 5
East Midlands +20 12 £400 -11.11% 8
Northern Ireland +6 6 £175 -65.00% 6

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

For the 6 months to 1 June 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.

1 444 (46.64%) SQL
2 428 (44.96%) Python
3 367 (38.55%) Azure
4 304 (31.93%) ETL
5 272 (28.57%) Data Pipeline
6 271 (28.47%) AWS
7 263 (27.63%) Data Modelling
8 238 (25.00%) Data Engineering
9 215 (22.58%) Analytics
10 203 (21.32%) Data Warehouse
11 189 (19.85%) Databricks
12 157 (16.49%) Security Cleared
13 154 (16.18%) Business Intelligence
14 149 (15.65%) Social Skills
15 148 (15.55%) Azure Data Factory
16 145 (15.23%) DevOps
17 135 (14.18%) PySpark
18 133 (13.97%) Data Lake
19 130 (13.66%) Agile
20 127 (13.34%) SC Cleared
21 123 (12.92%) CI/CD
22 122 (12.82%) Data Quality
23 121 (12.71%) Finance
23 121 (12.71%) Power BI
23 121 (12.71%) Power Platform
24 117 (12.29%) Migration
25 107 (11.24%) Serverless
26 106 (11.13%) Analytical Skills
27 96 (10.08%) Big Data
28 95 (9.98%) SQL Server

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 88 (9.24%) Apache Spark
2 85 (8.93%) Apache Airflow
3 66 (6.93%) Apache
4 9 (0.95%) Confluence
5 4 (0.42%) Luigi
6 3 (0.32%) ArcGIS
6 3 (0.32%) Jupyter
6 3 (0.32%) SharePoint
7 2 (0.21%) SAS
8 1 (0.11%) Apache Pulsar
8 1 (0.11%) IIS
8 1 (0.11%) OpenStack
8 1 (0.11%) Oracle Coherence
Applications
1 9 (0.95%) Microsoft Excel
2 2 (0.21%) Microsoft PowerPoint
2 2 (0.21%) MS Visio
3 1 (0.11%) Spreadsheet
Business Applications
1 4 (0.42%) MIS ActiveH
1 4 (0.42%) NEC Housing
2 3 (0.32%) Dynamics CRM
2 3 (0.32%) ENOVIA
2 3 (0.32%) SAP PLM
2 3 (0.32%) Teamcenter
3 2 (0.21%) NetSuite
3 2 (0.21%) OPENHousing
3 2 (0.21%) Shopify
4 1 (0.11%) Aladdin
4 1 (0.11%) Oracle 11i
4 1 (0.11%) SimCorp Dimension
Cloud Services
1 367 (38.55%) Azure
2 271 (28.47%) AWS
3 148 (15.55%) Azure Data Factory
4 121 (12.71%) Power Platform
5 107 (11.24%) Serverless
6 81 (8.51%) Amazon S3
6 81 (8.51%) GCP
7 80 (8.40%) Snowflake
8 77 (8.09%) AWS Lambda
9 71 (7.46%) Azure Synapse Analytics
10 58 (6.09%) dbt
11 47 (4.94%) Azure DevOps
12 40 (4.20%) GitHub
13 35 (3.68%) AWS Step Functions
14 34 (3.57%) Amazon Kinesis
15 26 (2.73%) Amazon EC2
16 23 (2.42%) Amazon EMR
17 22 (2.31%) AWS CloudFormation
18 21 (2.21%) Amazon MSK
18 21 (2.21%) Azure Logic Apps
Communications & Networking
1 28 (2.94%) Structured Cabling
2 6 (0.63%) Cisco Nexus
2 6 (0.63%) Firewall
2 6 (0.63%) Internet
2 6 (0.63%) Wireless
3 5 (0.53%) BGP
3 5 (0.53%) DMZ
3 5 (0.53%) FTP
3 5 (0.53%) VLAN
3 5 (0.53%) VPN
4 4 (0.42%) Network Security
5 3 (0.32%) Cisco ISE
5 3 (0.32%) DHCP
5 3 (0.32%) DNS
5 3 (0.32%) EIGRP
5 3 (0.32%) LAN
5 3 (0.32%) OSPF
5 3 (0.32%) VXLAN
5 3 (0.32%) WAN
5 3 (0.32%) Wi-Fi
Database & Business Intelligence
1 203 (21.32%) Data Warehouse
2 133 (13.97%) Data Lake
3 121 (12.71%) Power BI
4 96 (10.08%) Big Data
5 95 (9.98%) SQL Server
6 70 (7.35%) Amazon Redshift
7 59 (6.20%) Tableau
8 50 (5.25%) Azure SQL Database
8 50 (5.25%) BigQuery
9 44 (4.62%) Amazon Athena
10 42 (4.41%) PostgreSQL
10 42 (4.41%) Relational Database
11 40 (4.20%) SQL Server Integration Services
12 39 (4.10%) NoSQL
13 35 (3.68%) Amazon RDS
14 29 (3.05%) Flink
15 28 (2.94%) Metadata
15 28 (2.94%) Parquet
16 25 (2.63%) Spark SQL
17 21 (2.21%) DynamoDB
Development Applications
1 55 (5.78%) Git
2 32 (3.36%) JIRA
3 20 (2.10%) GitLab
4 15 (1.58%) Jenkins
5 8 (0.84%) MLflow
6 7 (0.74%) Bitbucket
7 4 (0.42%) Deequ
8 3 (0.32%) Gradle
8 3 (0.32%) Mercurial
9 2 (0.21%) Ant
9 2 (0.21%) Cypress.io
9 2 (0.21%) JUnit
9 2 (0.21%) Maven
9 2 (0.21%) RStudio
9 2 (0.21%) Selenium
9 2 (0.21%) Terragrunt
9 2 (0.21%) Travis CI
9 2 (0.21%) Zephyr
10 1 (0.11%) CA Release Automation
10 1 (0.11%) kappa
General
1 149 (15.65%) Social Skills
2 121 (12.71%) Finance
3 106 (11.13%) Analytical Skills
4 89 (9.35%) Public Sector
5 50 (5.25%) Banking
6 18 (1.89%) Investment Banking
7 16 (1.68%) Retail
8 12 (1.26%) Manufacturing
8 12 (1.26%) Marketing
8 12 (1.26%) Pharmaceutical
8 12 (1.26%) Presentation Skills
8 12 (1.26%) Telecoms
9 11 (1.16%) Aerospace
10 10 (1.05%) Front Office
11 6 (0.63%) Financial Institution
12 4 (0.42%) Aviation
12 4 (0.42%) Electronics
12 4 (0.42%) Local Government
12 4 (0.42%) Police
13 3 (0.32%) Japanese Language
Libraries, Frameworks & Software Standards
1 135 (14.18%) PySpark
2 93 (9.77%) Kafka
3 31 (3.26%) JSON
4 26 (2.73%) Apache Avro
5 25 (2.63%) Pandas
6 20 (2.10%) REST
7 16 (1.68%) NumPy
8 14 (1.47%) AWS CDK
9 13 (1.37%) XML
10 11 (1.16%) .NET
10 11 (1.16%) pytest
11 9 (0.95%) ARM Templates
12 8 (0.84%) TensorFlow
12 8 (0.84%) YAML
13 7 (0.74%) Spark Streaming
14 6 (0.63%) .NET Core
14 6 (0.63%) PostGIS
14 6 (0.63%) PyTorch
14 6 (0.63%) SOAP
14 6 (0.63%) Web Services
Miscellaneous
1 20 (2.10%) Data Structures
2 17 (1.79%) Algorithms
3 15 (1.58%) Onboarding
4 14 (1.47%) Distributed Systems
4 14 (1.47%) Fibre Optics
5 13 (1.37%) Legacy Systems
5 13 (1.37%) Product Ownership
5 13 (1.37%) Replication
6 11 (1.16%) Cloud Native
6 11 (1.16%) Management Information System
7 10 (1.05%) Greenfield Project
8 9 (0.95%) Data Centre
9 8 (0.84%) Self-Motivation
9 8 (0.84%) Smart Meter
10 6 (0.63%) Derivative
10 6 (0.63%) Social Media
11 5 (0.53%) Data Protection Act
11 5 (0.53%) Hedge funds
11 5 (0.53%) NHS
12 4 (0.42%) Life Science
Operating Systems
1 35 (3.68%) Linux
2 17 (1.79%) Unix
2 17 (1.79%) Windows
3 2 (0.21%) Red Hat Enterprise Linux
3 2 (0.21%) VMS
3 2 (0.21%) zOS
4 1 (0.11%) Android
4 1 (0.11%) pSOS
Processes & Methodologies
1 304 (31.93%) ETL
2 272 (28.57%) Data Pipeline
3 263 (27.63%) Data Modelling
4 238 (25.00%) Data Engineering
5 215 (22.58%) Analytics
6 154 (16.18%) Business Intelligence
7 145 (15.23%) DevOps
8 130 (13.66%) Agile
9 123 (12.92%) CI/CD
10 117 (12.29%) Migration
11 85 (8.93%) Problem-Solving
12 82 (8.61%) Data Migration
13 81 (8.51%) Data Integration
14 69 (7.25%) Data Governance
15 66 (6.93%) Data Transformation
16 65 (6.83%) Data Science
17 59 (6.20%) Data Ingestion
18 57 (5.99%) Data Management
19 49 (5.15%) Computer Science
20 48 (5.04%) Scrum
Programming Languages
1 444 (46.64%) SQL
2 428 (44.96%) Python
3 90 (9.45%) Java
4 63 (6.62%) Scala
5 35 (3.68%) T-SQL
6 34 (3.57%) C#
7 16 (1.68%) PowerShell
8 14 (1.47%) JavaScript
9 12 (1.26%) Bash
10 10 (1.05%) PL/SQL
11 9 (0.95%) Bicep
11 9 (0.95%) C++
11 9 (0.95%) Perl
11 9 (0.95%) R
12 6 (0.63%) Data Analysis Expressions
12 6 (0.63%) Go
13 5 (0.53%) Shell Script
13 5 (0.53%) TypeScript
14 3 (0.32%) C
15 2 (0.21%) PHP
Qualifications
1 157 (16.49%) Security Cleared
2 127 (13.34%) SC Cleared
3 47 (4.94%) Degree
4 29 (3.05%) Computer Science Degree
5 15 (1.58%) BPSS Clearance
6 13 (1.37%) DV Cleared
6 13 (1.37%) Master's Degree
7 9 (0.95%) Azure Certification
8 8 (0.84%) AWS Certification
8 8 (0.84%) Microsoft Certification
9 3 (0.32%) AWS Certified Solutions Architect
9 3 (0.32%) Cisco Certification
9 3 (0.32%) CISSP
10 2 (0.21%) AWS Certified Developer
10 2 (0.21%) AWS Certified DevOps Engineer
10 2 (0.21%) CompTIA Security+
10 2 (0.21%) IBM Certification
10 2 (0.21%) Numerate Degree
11 1 (0.11%) ITIL Certification
11 1 (0.11%) SAS Certification
Quality Assurance & Compliance
1 122 (12.82%) Data Quality
2 27 (2.84%) QA
3 10 (1.05%) GDPR
4 8 (0.84%) SLA
5 5 (0.53%) Accessibility
6 2 (0.21%) Disclosure Scotland
6 2 (0.21%) IFRS
6 2 (0.21%) IFRS 17
6 2 (0.21%) ISO/IEC 27001
6 2 (0.21%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 2 (0.21%) NIST
6 2 (0.21%) Solvency II
7 1 (0.11%) California Consumer Privacy Act
7 1 (0.11%) Government Security Classifications
7 1 (0.11%) ISO/IEC 20000
System Software
1 42 (4.41%) Docker
2 3 (0.32%) HDFS
3 1 (0.11%) Active Directory
3 1 (0.11%) Apache Flume
3 1 (0.11%) Oracle RAC
3 1 (0.11%) Virtual Machines
Systems Management
1 82 (8.61%) Terraform
2 51 (5.36%) Kubernetes
3 15 (1.58%) Ansible
4 11 (1.16%) Grafana
5 6 (0.63%) Puppet
6 5 (0.53%) NetBackup
7 4 (0.42%) Argo
8 3 (0.32%) Jamf Pro
9 2 (0.21%) Progress Chef
9 2 (0.21%) Prometheus
10 1 (0.11%) Ganglia
10 1 (0.11%) Kubeflow
10 1 (0.11%) Matomo
10 1 (0.11%) NetMRI
10 1 (0.11%) Packer
10 1 (0.11%) Podman
Vendors
1 189 (19.85%) Databricks
2 69 (7.25%) Microsoft
3 45 (4.73%) Oracle
4 39 (4.10%) Google
5 37 (3.89%) Micro Focus
6 27 (2.84%) Informatica
7 17 (1.79%) SAP
8 12 (1.26%) Splunk
9 10 (1.05%) Salesforce
10 9 (0.95%) Talend
11 8 (0.84%) Cisco
12 6 (0.63%) Adobe
12 6 (0.63%) Twitter
13 5 (0.53%) Ab Initio
13 5 (0.53%) Cloudera
13 5 (0.53%) Veritas
14 4 (0.42%) CheckPoint
14 4 (0.42%) Fortinet
14 4 (0.42%) NEC
14 4 (0.42%) Palantir