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 29 April 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
29 Apr 2024
Same period 2023 Same period 2022
Rank 102 113 109
Rank change year-on-year +11 -4 +9
Contract jobs requiring a Data Engineer 963 1,354 2,195
As % of all contract jobs advertised in the UK 2.21% 2.27% 2.47%
As % of the Job Titles category 2.38% 2.40% 2.59%
Number of daily rates quoted 747 1,015 1,567
10th Percentile £263 £414 £410
25th Percentile £413 £475 £475
Median daily rate (50th Percentile) £500 £550 £550
Median % change year-on-year -9.09% - +5.77%
75th Percentile £600 £650 £650
90th Percentile £688 £725 £735
UK excluding London median daily rate £453 £515 £500
% change year-on-year -12.04% +3.00% +6.10%
Number of hourly rates quoted 45 8 16
10th Percentile £31.25 £35.70 £18.56
25th Percentile £49.25 £41.63 £40.13
Median hourly rate £65.00 £64.00 £45.10
Median % change year-on-year +1.56% +41.91% +18.68%
75th Percentile £80.00 £77.44 £59.50
90th Percentile - £84.75 £67.89
UK excluding London median hourly rate £75.00 £43.50 £45.00
% change year-on-year +72.41% -3.33% +73.08%

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 40,448 56,471 84,729
% of contract IT jobs with a recognized job title 92.78% 94.61% 95.48%
Number of daily rates quoted 26,348 39,474 59,497
10th Percentile £275 £313 £313
25th Percentile £409 £425 £425
Median daily rate (50th Percentile) £525 £540 £525
Median % change year-on-year -2.78% +2.86% +10.53%
75th Percentile £638 £650 £638
90th Percentile £750 £750 £734
UK excluding London median daily rate £492 £500 £475
% change year-on-year -1.60% +5.26% +11.76%
Number of hourly rates quoted 2,658 1,569 2,098
10th Percentile £12.86 £14.29 £12.50
25th Percentile £16.30 £19.50 £15.50
Median hourly rate £36.00 £45.00 £23.46
Median % change year-on-year -20.00% +91.86% +3.42%
75th Percentile £60.75 £65.75 £48.94
90th Percentile £72.50 £75.75 £63.36
UK excluding London median hourly rate £38.50 £42.50 £19.50
% change year-on-year -9.41% +117.95% +2.63%

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 29 April 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 29 April 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 29 April 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 +16 844 £510 -7.27% 389
London +12 506 £525 -8.70% 214
Work from Home -16 331 £524 -4.77% 212
UK excluding London +16 327 £453 -12.04% 193
North of England +9 77 £450 -14.29% 59
South West +18 65 £513 -2.38% 23
South East -23 58 £513 -2.38% 26
North West +4 46 £425 -15.00% 40
Midlands +28 44 £463 -15.91% 30
East of England +34 40 £185 -63.90% 17
Scotland +3 31 £453 -7.55% 20
Yorkshire +20 30 £475 -26.92% 16
West Midlands +19 30 £513 -6.82% 17
East Midlands +32 14 £450 - 13
Wales +13 6 £200 -60.10% 13
Northern Ireland +10 6 £175 -65.00% 7
North East +13 1 £477 -20.50% 3

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

For the 6 months to 29 April 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.

1 469 (48.70%) SQL
2 448 (46.52%) Python
3 357 (37.07%) Azure
4 335 (34.79%) ETL
5 306 (31.78%) AWS
6 279 (28.97%) Data Pipeline
7 275 (28.56%) Data Modelling
8 261 (27.10%) Data Engineering
9 221 (22.95%) Analytics
10 213 (22.12%) Data Warehouse
11 197 (20.46%) Security Cleared
12 187 (19.42%) Databricks
13 177 (18.38%) Business Intelligence
14 168 (17.45%) SC Cleared
15 154 (15.99%) Social Skills
16 152 (15.78%) Azure Data Factory
17 143 (14.85%) Agile
18 141 (14.64%) Data Lake
19 133 (13.81%) DevOps
20 127 (13.19%) Data Quality
21 126 (13.08%) Serverless
22 122 (12.67%) Power BI
22 122 (12.67%) Power Platform
22 122 (12.67%) Finance
23 121 (12.56%) PySpark
24 120 (12.46%) Migration
25 112 (11.63%) CI/CD
26 108 (11.21%) Analytical Skills
27 103 (10.70%) Public Sector
28 98 (10.18%) AWS Lambda

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 80 (8.31%) Apache Spark
2 74 (7.68%) Apache Airflow
3 66 (6.85%) Apache
4 11 (1.14%) Confluence
5 7 (0.73%) SharePoint
6 4 (0.42%) Luigi
7 3 (0.31%) ArcGIS
7 3 (0.31%) SAS
8 1 (0.10%) Apache Pulsar
8 1 (0.10%) Jupyter
8 1 (0.10%) OpenStack
Applications
1 6 (0.62%) Microsoft Excel
2 3 (0.31%) MS Visio
3 2 (0.21%) Microsoft PowerPoint
3 2 (0.21%) Spreadsheet
4 1 (0.10%) Microsoft Office
Business Applications
1 3 (0.31%) Dynamics CRM
1 3 (0.31%) ENOVIA
1 3 (0.31%) SAP PLM
1 3 (0.31%) Teamcenter
2 2 (0.21%) MIS ActiveH
2 2 (0.21%) NEC Housing
2 2 (0.21%) NetSuite
3 1 (0.10%) Aladdin
3 1 (0.10%) Oracle 11i
3 1 (0.10%) Oracle Utilities
3 1 (0.10%) Shopify
Cloud Services
1 357 (37.07%) Azure
2 306 (31.78%) AWS
3 152 (15.78%) Azure Data Factory
4 126 (13.08%) Serverless
5 122 (12.67%) Power Platform
6 98 (10.18%) AWS Lambda
7 89 (9.24%) Amazon S3
8 80 (8.31%) GCP
9 75 (7.79%) Snowflake
10 67 (6.96%) Azure Synapse Analytics
11 50 (5.19%) dbt
12 43 (4.47%) Amazon Kinesis
13 42 (4.36%) AWS Step Functions
14 41 (4.26%) Azure DevOps
15 29 (3.01%) Amazon EMR
15 29 (3.01%) GitHub
16 28 (2.91%) Amazon EC2
17 24 (2.49%) Amazon CloudWatch
18 22 (2.28%) AWS CloudFormation
19 19 (1.97%) Amazon MSK
Communications & Networking
1 18 (1.87%) Structured Cabling
2 7 (0.73%) Internet
3 5 (0.52%) FTP
3 5 (0.52%) VLAN
4 4 (0.42%) Wireless
5 3 (0.31%) Firewall
6 2 (0.21%) 3G
6 2 (0.21%) 4G
6 2 (0.21%) Network Security
7 1 (0.10%) 2G
7 1 (0.10%) 5G
7 1 (0.10%) BGP
7 1 (0.10%) Cisco ISE
7 1 (0.10%) Cisco Nexus
7 1 (0.10%) EIGRP
7 1 (0.10%) OSPF
7 1 (0.10%) VoLTE
7 1 (0.10%) VoWiFi
7 1 (0.10%) VXLAN
7 1 (0.10%) Wi-Fi
Database & Business Intelligence
1 213 (22.12%) Data Warehouse
2 141 (14.64%) Data Lake
3 122 (12.67%) Power BI
4 90 (9.35%) Big Data
5 87 (9.03%) SQL Server
6 84 (8.72%) Amazon Redshift
7 56 (5.82%) Tableau
8 48 (4.98%) Amazon Athena
9 47 (4.88%) Relational Database
10 43 (4.47%) Azure SQL Database
11 42 (4.36%) BigQuery
12 41 (4.26%) PostgreSQL
13 37 (3.84%) SQL Server Integration Services
14 36 (3.74%) Amazon RDS
15 35 (3.63%) NoSQL
16 30 (3.12%) Flink
17 28 (2.91%) Metadata
18 27 (2.80%) Parquet
19 24 (2.49%) DynamoDB
20 20 (2.08%) Spark SQL
Development Applications
1 55 (5.71%) Git
2 43 (4.47%) JIRA
3 19 (1.97%) GitLab
4 10 (1.04%) Jenkins
5 8 (0.83%) MLflow
6 7 (0.73%) Bitbucket
7 4 (0.42%) Deequ
7 4 (0.42%) Maven
8 3 (0.31%) Gradle
8 3 (0.31%) Mercurial
8 3 (0.31%) Visual Studio
9 2 (0.21%) Ant
9 2 (0.21%) JUnit
9 2 (0.21%) RStudio
9 2 (0.21%) Terragrunt
9 2 (0.21%) Travis CI
9 2 (0.21%) Zephyr
10 1 (0.10%) CA Release Automation
10 1 (0.10%) kappa
10 1 (0.10%) SQL Server Management Studio (SSMS)
General
1 154 (15.99%) Social Skills
2 122 (12.67%) Finance
3 108 (11.21%) Analytical Skills
4 103 (10.70%) Public Sector
5 33 (3.43%) Banking
6 15 (1.56%) Manufacturing
7 14 (1.45%) Telecoms
8 13 (1.35%) Investment Banking
8 13 (1.35%) Presentation Skills
9 12 (1.25%) Front Office
9 12 (1.25%) Marketing
9 12 (1.25%) Pharmaceutical
9 12 (1.25%) Retail
10 10 (1.04%) Aerospace
11 6 (0.62%) Electronics
11 6 (0.62%) Law
12 5 (0.52%) Police
13 4 (0.42%) Aviation
13 4 (0.42%) Local Government
13 4 (0.42%) Military
Libraries, Frameworks & Software Standards
1 121 (12.56%) PySpark
2 93 (9.66%) Kafka
3 34 (3.53%) JSON
4 27 (2.80%) Pandas
5 25 (2.60%) Apache Avro
6 21 (2.18%) REST
7 18 (1.87%) NumPy
8 14 (1.45%) XML
9 13 (1.35%) AWS CDK
10 9 (0.93%) YAML
11 8 (0.83%) .NET
11 8 (0.83%) ARM Templates
11 8 (0.83%) ODBC
12 7 (0.73%) Lambda Expressions
12 7 (0.73%) Oracle Fusion
13 6 (0.62%) PostGIS
13 6 (0.62%) PyTorch
13 6 (0.62%) SOAP
13 6 (0.62%) TensorFlow
14 5 (0.52%) GraphQL
Miscellaneous
1 22 (2.28%) Algorithms
2 19 (1.97%) Data Structures
3 17 (1.77%) Onboarding
4 16 (1.66%) Product Ownership
5 14 (1.45%) Distributed Systems
5 14 (1.45%) Fibre Optics
6 12 (1.25%) Replication
7 11 (1.14%) Greenfield Project
8 9 (0.93%) Management Information System
9 8 (0.83%) Cloud Native
9 8 (0.83%) Data Centre
9 8 (0.83%) Data Protection Act
10 7 (0.73%) Legacy Systems
10 7 (0.73%) Self-Motivation
10 7 (0.73%) Social Media
11 6 (0.62%) Derivative
12 5 (0.52%) NHS
13 4 (0.42%) Blockchain
13 4 (0.42%) Distributed Computing
13 4 (0.42%) Smart Meter
Operating Systems
1 27 (2.80%) Linux
2 15 (1.56%) Unix
2 15 (1.56%) Windows
3 2 (0.21%) Red Hat Enterprise Linux
4 1 (0.10%) Android
Processes & Methodologies
1 335 (34.79%) ETL
2 279 (28.97%) Data Pipeline
3 275 (28.56%) Data Modelling
4 261 (27.10%) Data Engineering
5 221 (22.95%) Analytics
6 177 (18.38%) Business Intelligence
7 143 (14.85%) Agile
8 133 (13.81%) DevOps
9 120 (12.46%) Migration
10 112 (11.63%) CI/CD
11 96 (9.97%) Data Integration
12 89 (9.24%) Data Migration
13 88 (9.14%) Problem-Solving
14 73 (7.58%) Data Governance
15 69 (7.17%) Data Science
16 67 (6.96%) Data Transformation
17 64 (6.65%) Visualisation
18 62 (6.44%) Data Analysis
19 59 (6.13%) Data Management
20 54 (5.61%) Scrum
Programming Languages
1 469 (48.70%) SQL
2 448 (46.52%) Python
3 92 (9.55%) Java
4 75 (7.79%) Scala
5 38 (3.95%) T-SQL
6 33 (3.43%) C#
7 19 (1.97%) R
8 13 (1.35%) JavaScript
9 12 (1.25%) PowerShell
10 9 (0.93%) Bicep
10 9 (0.93%) PL/SQL
11 8 (0.83%) Bash
12 7 (0.73%) Perl
12 7 (0.73%) TypeScript
13 6 (0.62%) C++
13 6 (0.62%) Data Analysis Expressions
13 6 (0.62%) Shell Script
14 3 (0.31%) C
15 2 (0.21%) MATLAB
15 2 (0.21%) PHP
Qualifications
1 197 (20.46%) Security Cleared
2 168 (17.45%) SC Cleared
3 45 (4.67%) Degree
4 27 (2.80%) Computer Science Degree
5 16 (1.66%) BPSS Clearance
6 14 (1.45%) AWS Certification
7 13 (1.35%) DV Cleared
8 11 (1.14%) Master's Degree
9 7 (0.73%) Azure Certification
10 6 (0.62%) AWS Certified Solutions Architect
11 4 (0.42%) Microsoft Certification
12 3 (0.31%) AWS Certified Developer
12 3 (0.31%) AWS Certified DevOps Engineer
12 3 (0.31%) CISSP
13 2 (0.21%) CompTIA Security+
13 2 (0.21%) IBM Certification
13 2 (0.21%) Numerate Degree
14 1 (0.10%) AWS Certified Cloud Practitioner
14 1 (0.10%) ITIL Certification
14 1 (0.10%) MBCS
Quality Assurance & Compliance
1 127 (13.19%) Data Quality
2 29 (3.01%) QA
3 10 (1.04%) SLA
4 8 (0.83%) GDPR
5 4 (0.42%) Accessibility
6 3 (0.31%) Disclosure Scotland
6 3 (0.31%) ISO/IEC 20000
7 2 (0.21%) IFRS
7 2 (0.21%) IFRS 17
7 2 (0.21%) Solvency II
8 1 (0.10%) California Consumer Privacy Act
8 1 (0.10%) Government Security Classifications
8 1 (0.10%) GxP
8 1 (0.10%) PCI DSS
System Software
1 33 (3.43%) Docker
2 4 (0.42%) HDFS
3 1 (0.10%) Apache Flume
3 1 (0.10%) Apache ZooKeeper
3 1 (0.10%) Virtual Machines
Systems Management
1 77 (8.00%) Terraform
2 36 (3.74%) Kubernetes
3 15 (1.56%) Ansible
4 9 (0.93%) Grafana
5 6 (0.62%) Puppet
6 5 (0.52%) NetBackup
7 4 (0.42%) Argo
8 2 (0.21%) Progress Chef
8 2 (0.21%) Prometheus
9 1 (0.10%) Ganglia
9 1 (0.10%) Hadoop YARN
9 1 (0.10%) Jamf Pro
9 1 (0.10%) Kubeflow
9 1 (0.10%) Matomo
9 1 (0.10%) NetMRI
9 1 (0.10%) Podman
Vendors
1 187 (19.42%) Databricks
2 74 (7.68%) Microsoft
3 60 (6.23%) Oracle
4 37 (3.84%) Micro Focus
5 36 (3.74%) Informatica
6 32 (3.32%) Google
7 20 (2.08%) Talend
8 17 (1.77%) SAP
9 10 (1.04%) Veritas
10 9 (0.93%) Splunk
11 8 (0.83%) Adobe
12 6 (0.62%) Twitter
13 5 (0.52%) Ab Initio
13 5 (0.52%) Cloudera
13 5 (0.52%) Salesforce
14 4 (0.42%) Bloomberg
14 4 (0.42%) OpenAI
14 4 (0.42%) Sage
15 3 (0.31%) Palantir
15 3 (0.31%) Red Hat