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 17 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
17 May 2024
Same period 2023 Same period 2022
Rank 103 115 113
Rank change year-on-year +12 -2 +8
Contract jobs requiring a Data Engineer 924 1,276 2,115
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% 2.53%
Number of daily rates quoted 712 966 1,520
10th Percentile £199 £413 £407
25th Percentile £406 £475 £475
Median daily rate (50th Percentile) £500 £550 £550
Median % change year-on-year -9.09% - +4.76%
75th Percentile £595 £650 £650
90th Percentile £675 £730 £738
UK excluding London median daily rate £450 £515 £500
% change year-on-year -12.54% +2.90% +5.26%
Number of hourly rates quoted 45 5 16
10th Percentile £31.25 - £23.19
25th Percentile £49.25 £62.00 £44.81
Median hourly rate £65.00 £75.50 £45.35
Median % change year-on-year -13.91% +66.48% +20.93%
75th Percentile £80.00 £82.50 £59.25
90th Percentile - £87.00 £63.76
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 39,532 53,805 83,473
% of contract IT jobs with a recognized job title 92.79% 94.61% 95.40%
Number of daily rates quoted 25,714 37,580 58,666
10th Percentile £280 £313 £313
25th Percentile £410 £425 £425
Median daily rate (50th Percentile) £525 £540 £525
Median % change year-on-year -2.82% +2.90% +9.38%
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 2,672 1,503 2,037
10th Percentile £12.82 £14.25 £12.50
25th Percentile £16.29 £19.30 £15.75
Median hourly rate £36.50 £45.00 £23.91
Median % change year-on-year -18.89% +88.21% +6.27%
75th Percentile £61.30 £65.75 £49.25
90th Percentile £72.90 £76.00 £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 17 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 17 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 17 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 +14 804 £500 -9.09% 454
London +10 486 £525 -8.70% 277
UK excluding London +27 315 £450 -12.54% 263
Work from Home -14 313 £525 -4.55% 213
North of England +9 79 £445 -15.24% 57
South West +6 65 £500 -9.09% 33
North West -1 49 £425 -19.05% 35
South East -17 47 £463 -7.50% 85
Midlands +29 41 £425 -22.73% 32
East of England +32 37 £185 -65.58% 19
West Midlands +19 32 £500 -9.09% 26
Scotland +14 32 £453 -7.55% 14
Yorkshire +13 30 £475 -19.15% 14
East Midlands +18 9 £413 -8.33% 6
Wales +23 8 £200 -61.63% 9
Northern Ireland +5 6 £175 -65.00% 15

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

For the 6 months to 17 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
2 431 (46.65%) Python
3 355 (38.42%) Azure
4 312 (33.77%) ETL
5 273 (29.55%) AWS
6 269 (29.11%) Data Pipeline
7 258 (27.92%) Data Modelling
8 242 (26.19%) Data Engineering
9 209 (22.62%) Analytics
10 201 (21.75%) Data Warehouse
11 188 (20.35%) Databricks
12 162 (17.53%) Security Cleared
13 160 (17.32%) Business Intelligence
14 151 (16.34%) Azure Data Factory
15 143 (15.48%) Social Skills
16 140 (15.15%) DevOps
17 135 (14.61%) SC Cleared
18 133 (14.39%) Data Lake
19 132 (14.29%) Agile
20 125 (13.53%) Power BI
20 125 (13.53%) Power Platform
21 121 (13.10%) PySpark
21 121 (13.10%) Finance
22 120 (12.99%) Data Quality
23 118 (12.77%) CI/CD
24 116 (12.55%) Migration
25 113 (12.23%) Serverless
26 102 (11.04%) Analytical Skills
27 90 (9.74%) Public Sector
28 89 (9.63%) Big Data

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 79 (8.55%) Apache Spark
2 71 (7.68%) Apache Airflow
3 62 (6.71%) Apache
4 10 (1.08%) Confluence
5 5 (0.54%) 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 9 (0.97%) 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
2 2 (0.22%) Shopify
3 1 (0.11%) Aladdin
3 1 (0.11%) Oracle 11i
3 1 (0.11%) SimCorp Dimension
Cloud Services
1 355 (38.42%) Azure
2 273 (29.55%) AWS
3 151 (16.34%) Azure Data Factory
4 125 (13.53%) Power Platform
5 113 (12.23%) Serverless
6 84 (9.09%) AWS Lambda
7 79 (8.55%) Amazon S3
8 77 (8.33%) GCP
9 69 (7.47%) Azure Synapse Analytics
10 68 (7.36%) Snowflake
11 50 (5.41%) dbt
12 43 (4.65%) Azure DevOps
13 41 (4.44%) Amazon Kinesis
14 35 (3.79%) AWS Step Functions
15 31 (3.35%) GitHub
16 28 (3.03%) Amazon EC2
17 24 (2.60%) Amazon CloudWatch
17 24 (2.60%) Amazon EMR
17 24 (2.60%) AWS CloudFormation
18 20 (2.16%) Amazon MSK
Communications & Networking
1 28 (3.03%) Structured Cabling
2 6 (0.65%) Firewall
2 6 (0.65%) Internet
3 5 (0.54%) Cisco Nexus
3 5 (0.54%) FTP
3 5 (0.54%) VLAN
3 5 (0.54%) Wireless
4 4 (0.43%) DMZ
4 4 (0.43%) VPN
5 3 (0.32%) BGP
5 3 (0.32%) Network Security
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
1 201 (21.75%) Data Warehouse
2 133 (14.39%) 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 46 (4.98%) Azure SQL Database
9 45 (4.87%) Amazon Athena
9 45 (4.87%) BigQuery
10 42 (4.55%) Relational Database
11 39 (4.22%) PostgreSQL
11 39 (4.22%) SQL Server Integration Services
12 37 (4.00%) NoSQL
13 36 (3.90%) Amazon RDS
14 30 (3.25%) Flink
15 29 (3.14%) Parquet
16 26 (2.81%) Metadata
17 22 (2.38%) DynamoDB
18 19 (2.06%) Spark SQL
Development Applications
1 54 (5.84%) Git
2 33 (3.57%) 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
3 102 (11.04%) Analytical Skills
4 90 (9.74%) Public Sector
5 40 (4.33%) Banking
6 16 (1.73%) Investment Banking
7 14 (1.52%) Retail
8 13 (1.41%) Manufacturing
9 12 (1.30%) Marketing
9 12 (1.30%) Presentation Skills
9 12 (1.30%) Telecoms
10 11 (1.19%) Aerospace
10 11 (1.19%) Pharmaceutical
11 10 (1.08%) Front Office
12 4 (0.43%) Aviation
12 4 (0.43%) Electronics
12 4 (0.43%) Financial Institution
12 4 (0.43%) Local Government
13 3 (0.32%) Japanese Language
13 3 (0.32%) Police
Libraries, Frameworks & Software Standards
1 121 (13.10%) PySpark
2 87 (9.42%) 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 12 (1.30%) 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%) Hedge funds
11 4 (0.43%) Renewable Energy
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
1 312 (33.77%) ETL
2 269 (29.11%) Data Pipeline
3 258 (27.92%) Data Modelling
4 242 (26.19%) Data Engineering
5 209 (22.62%) Analytics
6 160 (17.32%) Business Intelligence
7 140 (15.15%) DevOps
8 132 (14.29%) Agile
9 118 (12.77%) CI/CD
10 116 (12.55%) Migration
11 84 (9.09%) Data Integration
12 83 (8.98%) Data Migration
13 82 (8.87%) Problem-Solving
14 67 (7.25%) Data Governance
15 64 (6.93%) Data Transformation
16 63 (6.82%) Data Science
17 61 (6.60%) Data Management
18 56 (6.06%) Visualisation
19 55 (5.95%) Data Ingestion
20 48 (5.19%) Machine Learning
Programming Languages
1 439 (47.51%) SQL
2 431 (46.65%) Python
3 89 (9.63%) Java
4 69 (7.47%) 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%) PHP
Qualifications
1 162 (17.53%) Security Cleared
2 135 (14.61%) 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 34 (3.68%) 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 77 (8.33%) Terraform
2 41 (4.44%) 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 30 (3.25%) Google
6 28 (3.03%) Informatica
7 15 (1.62%) SAP
8 12 (1.30%) Splunk
9 11 (1.19%) Talend
10 7 (0.76%) Adobe
11 6 (0.65%) Cisco
11 6 (0.65%) Twitter
11 6 (0.65%) Veritas
12 5 (0.54%) Ab Initio
12 5 (0.54%) Salesforce
13 4 (0.43%) OpenAI
13 4 (0.43%) Sage
14 3 (0.32%) CheckPoint
14 3 (0.32%) JD Edwards
14 3 (0.32%) Nexthink