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 27 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
27 Apr 2024
Same period 2023 Same period 2022
Rank 102 110 111
Rank change year-on-year +8 +1 +6
Contract jobs requiring a Data Engineer 956 1,358 2,213
As % of all contract jobs advertised in the UK 2.21% 2.27% 2.49%
As % of the Job Titles category 2.38% 2.40% 2.61%
Number of daily rates quoted 744 1,017 1,577
10th Percentile £263 £415 £411
25th Percentile £413 £475 £475
Median daily rate (50th Percentile) £500 £550 £550
Median % change year-on-year -9.09% - +5.26%
75th Percentile £600 £650 £650
90th Percentile £688 £725 £725
UK excluding London median daily rate £453 £515 £500
% change year-on-year -12.04% +3.00% +11.11%
Number of hourly rates quoted 45 8 15
10th Percentile £31.25 £35.70 £22.27
25th Percentile £49.25 £41.63 £44.63
Median hourly rate £65.00 £64.00 £45.20
Median % change year-on-year +1.56% +41.59% -5.34%
75th Percentile £80.00 £77.44 £60.25
90th Percentile - £84.75 £68.31
UK excluding London median hourly rate £75.00 £43.50 £45.00
% change year-on-year +72.41% -3.33% +63.64%

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 40,172 56,583 84,829
% of contract IT jobs with a recognized job title 92.78% 94.61% 95.49%
Number of daily rates quoted 26,161 39,538 59,512
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 £731
UK excluding London median daily rate £490 £500 £475
% change year-on-year -1.93% +5.26% +11.76%
Number of hourly rates quoted 2,642 1,585 2,099
10th Percentile £12.86 £14.27 £12.50
25th Percentile £16.30 £19.50 £15.50
Median hourly rate £35.83 £45.00 £23.00
Median % change year-on-year -20.38% +95.65% -
75th Percentile £60.00 £65.75 £48.75
90th Percentile £72.50 £76.00 £63.00
UK excluding London median hourly rate £37.50 £42.50 £19.50
% change year-on-year -11.76% +117.95% +2.55%

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 27 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 27 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 27 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 +17 837 £510 -7.27% 357
London +15 501 £525 -8.70% 193
Work from Home -11 330 £524 -4.77% 190
UK excluding London +16 326 £453 -12.04% 181
North of England +8 77 £450 -14.29% 56
South West +27 65 £513 -2.38% 20
South East -16 58 £513 -2.38% 27
North West -3 46 £425 -15.00% 35
Midlands +22 43 £481 -12.50% 25
East of England +37 40 £185 -63.90% 17
Scotland +2 31 £453 -7.55% 20
West Midlands +21 30 £513 -6.82% 12
Yorkshire +16 30 £475 -26.92% 17
East Midlands +27 13 £456 +1.39% 13
Wales +15 6 £200 -60.10% 13
Northern Ireland +9 6 £175 -65.00% 6
North East +13 1 £477 -20.50% 4

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

For the 6 months to 27 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.

1 465 (48.64%) SQL
2 444 (46.44%) Python
3 351 (36.72%) Azure
4 332 (34.73%) ETL
5 306 (32.01%) AWS
6 276 (28.87%) Data Pipeline
7 272 (28.45%) Data Modelling
8 257 (26.88%) Data Engineering
9 218 (22.80%) Analytics
10 211 (22.07%) Data Warehouse
11 196 (20.50%) Security Cleared
12 182 (19.04%) Databricks
13 175 (18.31%) Business Intelligence
14 167 (17.47%) SC Cleared
15 150 (15.69%) Social Skills
16 148 (15.48%) Azure Data Factory
17 141 (14.75%) Agile
18 137 (14.33%) Data Lake
19 130 (13.60%) DevOps
20 125 (13.08%) Data Quality
20 125 (13.08%) Serverless
21 122 (12.76%) Finance
22 121 (12.66%) Power BI
22 121 (12.66%) Power Platform
23 119 (12.45%) Migration
24 117 (12.24%) PySpark
25 107 (11.19%) CI/CD
26 106 (11.09%) Analytical Skills
27 102 (10.67%) Public Sector
28 98 (10.25%) 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 78 (8.16%) Apache Spark
2 74 (7.74%) Apache Airflow
3 65 (6.80%) Apache
4 11 (1.15%) 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 (0.63%) 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
1 351 (36.72%) Azure
2 306 (32.01%) AWS
3 148 (15.48%) Azure Data Factory
4 125 (13.08%) Serverless
5 121 (12.66%) Power Platform
6 98 (10.25%) AWS Lambda
7 89 (9.31%) Amazon S3
8 80 (8.37%) GCP
9 75 (7.85%) Snowflake
10 65 (6.80%) Azure Synapse Analytics
11 49 (5.13%) dbt
12 43 (4.50%) Amazon Kinesis
13 42 (4.39%) AWS Step Functions
14 40 (4.18%) Azure DevOps
15 29 (3.03%) Amazon EMR
15 29 (3.03%) GitHub
16 28 (2.93%) Amazon EC2
17 24 (2.51%) Amazon CloudWatch
18 22 (2.30%) AWS CloudFormation
19 19 (1.99%) Amazon MSK
Communications & Networking
1 18 (1.88%) 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%) BGP
7 1 (0.10%) Cisco ISE
7 1 (0.10%) Cisco Nexus
7 1 (0.10%) DHCP
7 1 (0.10%) DNS
7 1 (0.10%) EIGRP
7 1 (0.10%) GPRS
7 1 (0.10%) LAN
7 1 (0.10%) OSPF
7 1 (0.10%) VoLTE
7 1 (0.10%) WAN
Database & Business Intelligence
1 211 (22.07%) Data Warehouse
2 137 (14.33%) Data Lake
3 121 (12.66%) Power BI
4 88 (9.21%) Big Data
5 85 (8.89%) SQL Server
6 84 (8.79%) Amazon Redshift
7 56 (5.86%) Tableau
8 48 (5.02%) Amazon Athena
9 44 (4.60%) Relational Database
10 42 (4.39%) Azure SQL Database
10 42 (4.39%) BigQuery
11 41 (4.29%) PostgreSQL
12 37 (3.87%) SQL Server Integration Services
13 36 (3.77%) Amazon RDS
14 34 (3.56%) NoSQL
15 30 (3.14%) Flink
16 27 (2.82%) Metadata
17 26 (2.72%) Parquet
18 24 (2.51%) DynamoDB
19 20 (2.09%) Spark SQL
Development Applications
1 54 (5.65%) Git
2 43 (4.50%) JIRA
3 19 (1.99%) GitLab
4 10 (1.05%) Jenkins
5 8 (0.84%) MLflow
6 7 (0.73%) Bitbucket
7 4 (0.42%) Maven
8 3 (0.31%) Deequ
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%) ERwin
10 1 (0.10%) SQL Server Management Studio (SSMS)
General
1 150 (15.69%) Social Skills
2 122 (12.76%) Finance
3 106 (11.09%) Analytical Skills
4 102 (10.67%) Public Sector
5 33 (3.45%) Banking
6 15 (1.57%) Manufacturing
7 14 (1.46%) Telecoms
8 13 (1.36%) Investment Banking
8 13 (1.36%) Presentation Skills
9 12 (1.26%) Front Office
9 12 (1.26%) Marketing
9 12 (1.26%) Retail
10 11 (1.15%) Pharmaceutical
11 10 (1.05%) Aerospace
12 6 (0.63%) Electronics
12 6 (0.63%) Law
13 5 (0.52%) Police
14 4 (0.42%) Aviation
14 4 (0.42%) Local Government
14 4 (0.42%) Military
Libraries, Frameworks & Software Standards
1 117 (12.24%) PySpark
2 93 (9.73%) Kafka
3 33 (3.45%) JSON
4 27 (2.82%) Pandas
5 24 (2.51%) Apache Avro
6 21 (2.20%) REST
7 18 (1.88%) NumPy
8 14 (1.46%) XML
9 13 (1.36%) AWS CDK
10 9 (0.94%) YAML
11 8 (0.84%) .NET
11 8 (0.84%) ODBC
12 7 (0.73%) ARM Templates
12 7 (0.73%) Lambda Expressions
12 7 (0.73%) Oracle Fusion
13 6 (0.63%) PostGIS
13 6 (0.63%) PyTorch
13 6 (0.63%) SOAP
13 6 (0.63%) TensorFlow
14 5 (0.52%) Flask
Miscellaneous
1 22 (2.30%) Algorithms
2 19 (1.99%) Data Structures
3 17 (1.78%) Onboarding
4 16 (1.67%) Product Ownership
5 14 (1.46%) Distributed Systems
5 14 (1.46%) Fibre Optics
6 12 (1.26%) Replication
7 11 (1.15%) Greenfield Project
8 9 (0.94%) Management Information System
9 8 (0.84%) Cloud Native
9 8 (0.84%) Data Centre
9 8 (0.84%) Data Protection Act
10 7 (0.73%) Legacy Systems
10 7 (0.73%) Self-Motivation
10 7 (0.73%) Social Media
11 6 (0.63%) 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 (2.82%) Linux
2 15 (1.57%) Unix
2 15 (1.57%) Windows
3 2 (0.21%) Red Hat Enterprise Linux
4 1 (0.10%) Android
Processes & Methodologies
1 332 (34.73%) ETL
2 276 (28.87%) Data Pipeline
3 272 (28.45%) Data Modelling
4 257 (26.88%) Data Engineering
5 218 (22.80%) Analytics
6 175 (18.31%) Business Intelligence
7 141 (14.75%) Agile
8 130 (13.60%) DevOps
9 119 (12.45%) Migration
10 107 (11.19%) CI/CD
11 96 (10.04%) Data Integration
12 88 (9.21%) Data Migration
13 86 (9.00%) Problem-Solving
14 72 (7.53%) Data Governance
15 68 (7.11%) Data Science
16 67 (7.01%) Data Transformation
17 64 (6.69%) Visualisation
18 61 (6.38%) Data Analysis
19 58 (6.07%) Data Management
20 53 (5.54%) Scrum
Programming Languages
1 465 (48.64%) SQL
2 444 (46.44%) Python
3 92 (9.62%) Java
4 74 (7.74%) Scala
5 37 (3.87%) T-SQL
6 33 (3.45%) C#
7 18 (1.88%) R
8 13 (1.36%) JavaScript
9 12 (1.26%) PowerShell
10 9 (0.94%) Bicep
10 9 (0.94%) PL/SQL
11 8 (0.84%) Bash
12 7 (0.73%) Perl
12 7 (0.73%) TypeScript
13 6 (0.63%) C++
13 6 (0.63%) Data Analysis Expressions
13 6 (0.63%) Shell Script
14 3 (0.31%) C
15 2 (0.21%) PHP
15 2 (0.21%) XQuery
Qualifications
1 196 (20.50%) Security Cleared
2 167 (17.47%) SC Cleared
3 45 (4.71%) Degree
4 27 (2.82%) Computer Science Degree
5 16 (1.67%) BPSS Clearance
6 14 (1.46%) AWS Certification
7 13 (1.36%) DV Cleared
8 11 (1.15%) Master's Degree
9 7 (0.73%) Azure Certification
10 6 (0.63%) 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%) Cisco Certification
14 1 (0.10%) ITIL Certification
14 1 (0.10%) MBCS
Quality Assurance & Compliance
1 125 (13.08%) Data Quality
2 29 (3.03%) QA
3 10 (1.05%) SLA
4 8 (0.84%) 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 (3.45%) 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 76 (7.95%) Terraform
2 36 (3.77%) Kubernetes
3 15 (1.57%) Ansible
4 9 (0.94%) Grafana
5 6 (0.63%) 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%) Kubeflow
9 1 (0.10%) Matomo
9 1 (0.10%) NetMRI
9 1 (0.10%) Podman
Vendors
1 182 (19.04%) Databricks
2 73 (7.64%) Microsoft
3 59 (6.17%) Oracle
4 37 (3.87%) Micro Focus
5 36 (3.77%) Informatica
6 32 (3.35%) Google
7 20 (2.09%) Talend
8 17 (1.78%) SAP
9 10 (1.05%) Veritas
10 9 (0.94%) Splunk
11 8 (0.84%) Adobe
12 6 (0.63%) 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%) Sage
15 3 (0.31%) JD Edwards
15 3 (0.31%) Palantir
15 3 (0.31%) Red Hat