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 16 May 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
16 May 2024
Same period 2023 Same period 2022
Rank 102 113 114
Rank change year-on-year +11 +1 +5
Contract jobs requiring a Data Engineer 924 1,278 2,117
As % of all contract jobs advertised in the UK 2.17% 2.24% 2.42%
As % of the Job Titles category 2.34% 2.37% 2.54%
Number of daily rates quoted 714 968 1,523
10th Percentile £199 £413 £406
25th Percentile £411 £475 £475
Median daily rate (50th Percentile) £500 £550 £550
Median % change year-on-year -9.09% - +4.76%
75th Percentile £598 £650 £650
90th Percentile £675 £730 £738
UK excluding London median daily rate £450 £513 £500
% change year-on-year -12.32% +2.65% +5.26%
Number of hourly rates quoted 45 5 15
10th Percentile £31.25 - £22.27
25th Percentile £49.25 £62.00 £44.63
Median hourly rate £65.00 £75.50 £45.20
Median % change year-on-year -13.91% +67.04% +20.53%
75th Percentile £80.00 £82.50 £55.75
90th Percentile - £87.00 £64.16
UK excluding London median hourly rate £75.00 £75.50 £45.00
% change year-on-year -0.66% +67.78% +83.67%

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 39,484 53,902 83,447
% of contract IT jobs with a recognized job title 92.78% 94.62% 95.41%
Number of daily rates quoted 25,682 37,660 58,636
10th Percentile £280 £313 £313
25th Percentile £410 £425 £425
Median daily rate (50th Percentile) £525 £543 £525
Median % change year-on-year -3.23% +3.33% +10.53%
75th Percentile £638 £650 £638
90th Percentile £750 £750 £738
UK excluding London median daily rate £490 £500 £475
% change year-on-year -2.00% +5.26% +11.76%
Number of hourly rates quoted 2,662 1,503 2,044
10th Percentile £12.82 £14.25 £12.50
25th Percentile £16.30 £19.38 £15.76
Median hourly rate £36.58 £45.00 £24.00
Median % change year-on-year -18.72% +87.50% +6.67%
75th Percentile £61.30 £65.75 £49.25
90th Percentile £73.44 £76.20 £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 16 May 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 16 May 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 16 May 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 +12 802 £500 -9.09% 381
London +12 485 £525 -8.70% 209
UK excluding London +17 313 £450 -12.32% 194
Work from Home -18 313 £525 -4.55% 196
North of England +6 79 £445 -15.24% 52
South West +12 65 £500 -9.09% 33
North West +1 49 £425 -17.07% 36
South East -20 46 £463 -7.50% 24
Midlands +27 41 £450 -18.18% 34
East of England +32 37 £185 -65.58% 17
Scotland +1 32 £453 -7.55% 12
West Midlands +21 31 £513 -6.82% 26
Yorkshire +13 30 £475 -9.52% 11
East Midlands +19 10 £425 -5.56% 8
Wales +19 7 £200 -61.63% 9
Northern Ireland +6 6 £175 -65.00% 14

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

For the 6 months to 16 May 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.

1 439 (47.51%) SQL
2 432 (46.75%) Python
3 356 (38.53%) Azure
4 314 (33.98%) ETL
5 274 (29.65%) AWS
6 270 (29.22%) Data Pipeline
7 259 (28.03%) Data Modelling
8 244 (26.41%) Data Engineering
9 210 (22.73%) Analytics
10 200 (21.65%) Data Warehouse
11 188 (20.35%) Databricks
12 163 (17.64%) Security Cleared
13 161 (17.42%) Business Intelligence
14 151 (16.34%) Azure Data Factory
15 143 (15.48%) Social Skills
16 140 (15.15%) DevOps
17 136 (14.72%) SC Cleared
18 134 (14.50%) Data Lake
19 132 (14.29%) Agile
20 125 (13.53%) Power BI
20 125 (13.53%) Power Platform
21 122 (13.20%) PySpark
22 121 (13.10%) Finance
23 120 (12.99%) Data Quality
24 117 (12.66%) Migration
24 117 (12.66%) CI/CD
25 114 (12.34%) Serverless
26 103 (11.15%) Analytical Skills
27 91 (9.85%) Public Sector
28 90 (9.74%) Java

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 (8.44%) Apache Spark
2 71 (7.68%) Apache Airflow
3 61 (6.60%) Apache
4 9 (0.97%) Confluence
5 6 (0.65%) SharePoint
6 4 (0.43%) Luigi
7 3 (0.32%) ArcGIS
7 3 (0.32%) Jupyter
8 2 (0.22%) SAS
9 1 (0.11%) Apache Pulsar
9 1 (0.11%) OpenStack
9 1 (0.11%) Oracle Coherence
Applications
1 8 (0.87%) Microsoft Excel
2 2 (0.22%) Microsoft PowerPoint
2 2 (0.22%) MS Visio
3 1 (0.11%) Spreadsheet
Business Applications
1 3 (0.32%) Dynamics CRM
1 3 (0.32%) ENOVIA
1 3 (0.32%) SAP PLM
1 3 (0.32%) Teamcenter
2 2 (0.22%) MIS ActiveH
2 2 (0.22%) NEC Housing
2 2 (0.22%) NetSuite
3 1 (0.11%) Aladdin
3 1 (0.11%) Oracle 11i
3 1 (0.11%) Shopify
3 1 (0.11%) SimCorp Dimension
Cloud Services
1 356 (38.53%) Azure
2 274 (29.65%) AWS
3 151 (16.34%) Azure Data Factory
4 125 (13.53%) Power Platform
5 114 (12.34%) Serverless
6 84 (9.09%) AWS Lambda
7 79 (8.55%) Amazon S3
8 76 (8.23%) GCP
9 69 (7.47%) Azure Synapse Analytics
9 69 (7.47%) Snowflake
10 49 (5.30%) dbt
11 43 (4.65%) Azure DevOps
12 41 (4.44%) Amazon Kinesis
13 35 (3.79%) AWS Step Functions
14 31 (3.35%) GitHub
15 28 (3.03%) Amazon EC2
16 24 (2.60%) Amazon CloudWatch
16 24 (2.60%) Amazon EMR
16 24 (2.60%) AWS CloudFormation
17 20 (2.16%) Amazon MSK
Communications & Networking
1 28 (3.03%) Structured Cabling
2 6 (0.65%) Internet
3 5 (0.54%) Firewall
3 5 (0.54%) FTP
3 5 (0.54%) VLAN
3 5 (0.54%) Wireless
4 4 (0.43%) Cisco Nexus
5 3 (0.32%) BGP
5 3 (0.32%) DMZ
5 3 (0.32%) Network Security
5 3 (0.32%) VPN
6 2 (0.22%) 3G
6 2 (0.22%) 4G
6 2 (0.22%) Cisco ISE
6 2 (0.22%) DHCP
6 2 (0.22%) DNS
6 2 (0.22%) EIGRP
6 2 (0.22%) LAN
6 2 (0.22%) OSPF
6 2 (0.22%) WAN
Database & Business Intelligence
1 200 (21.65%) Data Warehouse
2 134 (14.50%) Data Lake
3 125 (13.53%) Power BI
4 89 (9.63%) Big Data
5 85 (9.20%) SQL Server
6 68 (7.36%) Amazon Redshift
7 54 (5.84%) Tableau
8 47 (5.09%) Azure SQL Database
9 45 (4.87%) Amazon Athena
10 44 (4.76%) BigQuery
11 42 (4.55%) Relational Database
12 39 (4.22%) PostgreSQL
13 38 (4.11%) SQL Server Integration Services
14 37 (4.00%) NoSQL
15 36 (3.90%) Amazon RDS
16 30 (3.25%) Flink
17 29 (3.14%) Parquet
18 27 (2.92%) Metadata
19 22 (2.38%) DynamoDB
20 19 (2.06%) Spark SQL
Development Applications
1 54 (5.84%) Git
2 32 (3.46%) JIRA
3 21 (2.27%) GitLab
4 8 (0.87%) Bitbucket
4 8 (0.87%) Jenkins
4 8 (0.87%) MLflow
5 4 (0.43%) Deequ
6 3 (0.32%) Gradle
6 3 (0.32%) Mercurial
7 2 (0.22%) Ant
7 2 (0.22%) JUnit
7 2 (0.22%) Maven
7 2 (0.22%) RStudio
7 2 (0.22%) Terragrunt
7 2 (0.22%) Travis CI
7 2 (0.22%) Zephyr
8 1 (0.11%) CA Release Automation
8 1 (0.11%) ERwin
8 1 (0.11%) kappa
8 1 (0.11%) Visual Studio
General
1 143 (15.48%) Social Skills
2 121 (13.10%) Finance
3 103 (11.15%) Analytical Skills
4 91 (9.85%) Public Sector
5 40 (4.33%) Banking
6 15 (1.62%) Investment Banking
7 13 (1.41%) Manufacturing
8 12 (1.30%) Retail
8 12 (1.30%) Telecoms
9 11 (1.19%) Aerospace
9 11 (1.19%) Marketing
9 11 (1.19%) Pharmaceutical
9 11 (1.19%) Presentation Skills
10 10 (1.08%) Front Office
11 4 (0.43%) Aviation
11 4 (0.43%) Electronics
11 4 (0.43%) Financial Institution
11 4 (0.43%) Local Government
12 3 (0.32%) Law
12 3 (0.32%) Police
Libraries, Frameworks & Software Standards
1 122 (13.20%) PySpark
2 86 (9.31%) Kafka
3 32 (3.46%) JSON
4 26 (2.81%) Apache Avro
5 23 (2.49%) Pandas
6 21 (2.27%) REST
7 14 (1.52%) NumPy
8 13 (1.41%) AWS CDK
8 13 (1.41%) XML
9 9 (0.97%) .NET
9 9 (0.97%) ARM Templates
9 9 (0.97%) YAML
10 8 (0.87%) TensorFlow
11 6 (0.65%) ODBC
11 6 (0.65%) PostGIS
11 6 (0.65%) pytest
11 6 (0.65%) PyTorch
11 6 (0.65%) SOAP
11 6 (0.65%) Spark Streaming
11 6 (0.65%) Web Services
Miscellaneous
1 19 (2.06%) Algorithms
1 19 (2.06%) Data Structures
2 15 (1.62%) Product Ownership
3 14 (1.52%) Distributed Systems
3 14 (1.52%) Fibre Optics
3 14 (1.52%) Onboarding
4 11 (1.19%) Replication
5 10 (1.08%) Greenfield Project
5 10 (1.08%) Legacy Systems
6 9 (0.97%) Cloud Native
6 9 (0.97%) Data Centre
6 9 (0.97%) Management Information System
7 8 (0.87%) Self-Motivation
8 7 (0.76%) Social Media
9 6 (0.65%) Derivative
10 5 (0.54%) Data Protection Act
10 5 (0.54%) NHS
10 5 (0.54%) Smart Meter
11 4 (0.43%) Blockchain
11 4 (0.43%) Hedge funds
Operating Systems
1 30 (3.25%) Linux
2 16 (1.73%) Unix
2 16 (1.73%) Windows
3 2 (0.22%) Red Hat Enterprise Linux
4 1 (0.11%) Android
4 1 (0.11%) zOS
Processes & Methodologies
1 314 (33.98%) ETL
2 270 (29.22%) Data Pipeline
3 259 (28.03%) Data Modelling
4 244 (26.41%) Data Engineering
5 210 (22.73%) Analytics
6 161 (17.42%) Business Intelligence
7 140 (15.15%) DevOps
8 132 (14.29%) Agile
9 117 (12.66%) CI/CD
9 117 (12.66%) Migration
10 85 (9.20%) Data Integration
11 84 (9.09%) Data Migration
12 82 (8.87%) Problem-Solving
13 68 (7.36%) Data Governance
14 64 (6.93%) Data Transformation
15 62 (6.71%) Data Science
16 61 (6.60%) Data Management
17 58 (6.28%) Visualisation
18 55 (5.95%) Data Ingestion
19 49 (5.30%) Scrum
Programming Languages
1 439 (47.51%) SQL
2 432 (46.75%) Python
3 90 (9.74%) Java
4 70 (7.58%) Scala
5 35 (3.79%) T-SQL
6 34 (3.68%) C#
7 14 (1.52%) PowerShell
8 13 (1.41%) JavaScript
8 13 (1.41%) R
9 10 (1.08%) Bash
10 9 (0.97%) Bicep
11 8 (0.87%) C++
12 7 (0.76%) Perl
12 7 (0.76%) PL/SQL
13 6 (0.65%) Data Analysis Expressions
13 6 (0.65%) TypeScript
14 5 (0.54%) Shell Script
15 4 (0.43%) Go
16 3 (0.32%) C
17 2 (0.22%) Kusto Query Language
Qualifications
1 163 (17.64%) Security Cleared
2 136 (14.72%) SC Cleared
3 46 (4.98%) Degree
4 29 (3.14%) Computer Science Degree
5 15 (1.62%) BPSS Clearance
6 12 (1.30%) AWS Certification
6 12 (1.30%) Master's Degree
7 10 (1.08%) DV Cleared
8 8 (0.87%) Azure Certification
9 7 (0.76%) Microsoft Certification
10 5 (0.54%) AWS Certified Solutions Architect
11 3 (0.32%) AWS Certified Developer
11 3 (0.32%) AWS Certified DevOps Engineer
11 3 (0.32%) CISSP
12 2 (0.22%) Cisco Certification
12 2 (0.22%) CompTIA Security+
12 2 (0.22%) IBM Certification
12 2 (0.22%) Numerate Degree
13 1 (0.11%) ITIL Certification
13 1 (0.11%) MBCS
Quality Assurance & Compliance
1 120 (12.99%) Data Quality
2 27 (2.92%) QA
3 9 (0.97%) GDPR
3 9 (0.97%) SLA
4 4 (0.43%) Accessibility
5 2 (0.22%) Disclosure Scotland
5 2 (0.22%) IFRS
5 2 (0.22%) IFRS 17
5 2 (0.22%) ISO/IEC 20000
5 2 (0.22%) Solvency II
6 1 (0.11%) California Consumer Privacy Act
6 1 (0.11%) Government Security Classifications
6 1 (0.11%) GxP
6 1 (0.11%) ISO/IEC 27001
6 1 (0.11%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 1 (0.11%) NIST
System Software
1 35 (3.79%) Docker
2 3 (0.32%) HDFS
3 1 (0.11%) Apache Flume
3 1 (0.11%) Oracle RAC
3 1 (0.11%) Virtual Machines
Systems Management
1 76 (8.23%) Terraform
2 42 (4.55%) Kubernetes
3 15 (1.62%) Ansible
4 11 (1.19%) Grafana
5 6 (0.65%) Puppet
6 5 (0.54%) NetBackup
7 4 (0.43%) Argo
8 3 (0.32%) Jamf Pro
9 2 (0.22%) Podman
9 2 (0.22%) Progress Chef
9 2 (0.22%) Prometheus
10 1 (0.11%) Ganglia
10 1 (0.11%) Kubeflow
10 1 (0.11%) Matomo
10 1 (0.11%) NetMRI
Vendors
1 188 (20.35%) Databricks
2 71 (7.68%) Microsoft
3 46 (4.98%) Oracle
4 37 (4.00%) Micro Focus
5 29 (3.14%) Google
5 29 (3.14%) Informatica
6 14 (1.52%) SAP
7 12 (1.30%) Splunk
7 12 (1.30%) Talend
8 6 (0.65%) Adobe
8 6 (0.65%) Twitter
8 6 (0.65%) Veritas
9 5 (0.54%) Ab Initio
9 5 (0.54%) Cisco
10 4 (0.43%) OpenAI
10 4 (0.43%) Sage
10 4 (0.43%) Salesforce
11 3 (0.32%) Cloudera
11 3 (0.32%) Nexthink
11 3 (0.32%) Palantir