Data Engineer
UK

The median Data Engineer salary in the UK is £65,000 per year according to job vacancies posted during the 6 months to 3 May 2024.

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

6 months to
3 May 2024
Same period 2023 Same period 2022
Rank 151 160 159
Rank change year-on-year +9 -1 +33
Permanent jobs requiring a Data Engineer 1,938 2,372 4,026
As % of all permanent jobs advertised in the UK 1.97% 2.29% 2.57%
As % of the Job Titles category 2.08% 2.50% 2.68%
Number of salaries quoted 1,218 1,666 2,062
10th Percentile £35,000 £46,000 £43,750
25th Percentile £48,000 £56,250 £51,250
Median annual salary (50th Percentile) £65,000 £70,000 £69,500
Median % change year-on-year -7.14% +0.72% +15.83%
75th Percentile £83,000 £92,500 £85,000
90th Percentile £96,250 £120,000 £96,250
UK excluding London median annual salary £57,500 £60,000 £57,500
% change year-on-year -4.17% +4.35% +4.55%

All Permanent IT Job Vacancies
UK

The following table is for comparison with the above and includes summary statistics for all permanent 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 permanent jobs in our overall sample.

Permanent vacancies in the UK with a recognized job title 93,314 94,990 150,394
% of permanent jobs with a recognized job title 94.62% 91.53% 96.09%
Number of salaries quoted 66,914 59,752 85,367
10th Percentile £28,500 £32,500 £32,500
25th Percentile £38,500 £45,000 £42,500
Median annual salary (50th Percentile) £52,508 £60,000 £60,000
Median % change year-on-year -12.49% - +9.09%
75th Percentile £71,250 £81,250 £78,750
90th Percentile £90,000 £100,000 £96,250
UK excluding London median annual salary £50,000 £53,000 £50,000
% change year-on-year -5.66% +6.00% +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
Salary Trend

3-month moving average salary quoted in jobs citing Data Engineer.

Salary trend for Data Engineer in the UK

Data Engineer
Salary Histogram

Salary distribution for jobs citing Data Engineer over the 6 months to 3 May 2024.

Salary histogram for Data Engineer in the UK

Data Engineer
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Engineer within the UK over the 6 months to 3 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England -10 1,552 £65,000 -7.21% 378
UK excluding London +56 1,270 £57,500 -4.17% 204
Work from Home -56 630 £65,000 -6.40% 207
London -24 583 £75,000 -11.76% 200
North of England +86 392 £55,000 -8.33% 56
Scotland +74 308 £65,000 +8.33% 20
North West +85 252 £60,000 +15.38% 39
South East -48 165 £47,750 -23.60% 26
South West -32 152 £65,000 -1.45% 24
Midlands +7 150 £55,000 +1.62% 36
West Midlands +1 109 £57,500 +7.98% 23
Yorkshire +55 85 £51,000 -21.54% 15
East of England +40 76 £58,750 -6.00% 19
North East +7 55 £67,750 +4.23% 2
East Midlands +6 40 £46,250 -15.91% 13
Wales +1 16 £46,060 +3.12% 16
Northern Ireland +40 12 £60,000 - 8

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

For the 6 months to 3 May 2024, Data Engineer 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 permanent job ads featuring Data Engineer in the job title.

1 1,001 (51.65%) Python
2 951 (49.07%) SQL
3 727 (37.51%) Data Engineering
4 689 (35.55%) Data Pipeline
5 688 (35.50%) Agile
6 687 (35.45%) Azure
7 673 (34.73%) ETL
8 622 (32.09%) AWS
9 545 (28.12%) Data Modelling
10 494 (25.49%) Data Science
11 488 (25.18%) CI/CD
12 480 (24.77%) Analytics
13 474 (24.46%) Finance
14 466 (24.05%) Data Warehouse
15 442 (22.81%) GCP
16 413 (21.31%) DevOps
17 406 (20.95%) Problem-Solving
18 403 (20.79%) Databricks
19 370 (19.09%) Mentoring
20 356 (18.37%) Big Data
21 352 (18.16%) Inclusion and Diversity
22 349 (18.01%) Machine Learning
23 347 (17.91%) Data Lake
24 339 (17.49%) Apache Spark
25 338 (17.44%) Social Skills
26 321 (16.56%) Software Engineering
27 318 (16.41%) Business Intelligence
28 310 (16.00%) Data Quality
29 277 (14.29%) Analytical Skills
30 274 (14.14%) Power Platform

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
1 339 (17.49%) Apache Spark
2 187 (9.65%) Apache Airflow
3 116 (5.99%) Apache
4 18 (0.93%) nginx
5 17 (0.88%) Jupyter
6 13 (0.67%) Confluence
7 5 (0.26%) SharePoint
8 3 (0.15%) Luigi
8 3 (0.15%) SAS
9 2 (0.10%) Microsoft Exchange
10 1 (0.052%) Apache Pig
10 1 (0.052%) Apache Synapse
10 1 (0.052%) ArcGIS
Applications
1 24 (1.24%) Microsoft Excel
2 12 (0.62%) Microsoft Office
3 5 (0.26%) Microsoft PowerPoint
4 3 (0.15%) AutoCAD
5 2 (0.10%) MS Visio
Business Applications
1 2 (0.10%) Dynamics CRM
1 2 (0.10%) MIS ActiveH
1 2 (0.10%) NEC Housing
2 1 (0.052%) NetSuite
2 1 (0.052%) Salesforce CRM
2 1 (0.052%) SAP S/4HANA
2 1 (0.052%) Shopify
Cloud Services
1 687 (35.45%) Azure
2 622 (32.09%) AWS
3 442 (22.81%) GCP
4 274 (14.14%) Power Platform
5 197 (10.17%) Azure Data Factory
6 157 (8.10%) Snowflake
7 132 (6.81%) Azure Synapse Analytics
8 117 (6.04%) Azure DevOps
9 116 (5.99%) Amazon S3
10 105 (5.42%) dbt
11 89 (4.59%) Serverless
12 59 (3.04%) AWS Lambda
13 56 (2.89%) GitHub
14 52 (2.68%) Azure Cosmos DB
15 45 (2.32%) SaaS
16 36 (1.86%) Amazon Kinesis
17 34 (1.75%) Matillion
18 32 (1.65%) Amazon EMR
19 26 (1.34%) Cloud Computing
20 21 (1.08%) Fivetran
Communications & Networking
1 46 (2.37%) Structured Cabling
2 18 (0.93%) DSL
3 14 (0.72%) Wi-Fi
4 11 (0.57%) Wireless
5 9 (0.46%) Network Security
6 5 (0.26%) Firewall
6 5 (0.26%) LAN
7 4 (0.21%) Ethernet
7 4 (0.21%) FTP
7 4 (0.21%) WAN
8 2 (0.10%) WebEx
9 1 (0.052%) 5G
9 1 (0.052%) Cisco IOS
9 1 (0.052%) DMZ
9 1 (0.052%) NX-OS
9 1 (0.052%) PPP
9 1 (0.052%) SD-WAN
9 1 (0.052%) SMS
9 1 (0.052%) snoop
9 1 (0.052%) VPN
Database & Business Intelligence
1 466 (24.05%) Data Warehouse
2 356 (18.37%) Big Data
3 347 (17.91%) Data Lake
4 272 (14.04%) BigQuery
5 270 (13.93%) Power BI
6 267 (13.78%) SQL Server
7 193 (9.96%) Looker
8 149 (7.69%) Hadoop
9 124 (6.40%) NoSQL
10 112 (5.78%) Amazon Redshift
11 106 (5.47%) Tableau
12 96 (4.95%) SQL Server Integration Services
13 78 (4.02%) Relational Database
14 71 (3.66%) Azure SQL Database
15 69 (3.56%) Data Vault
16 67 (3.46%) Apache Hive
17 65 (3.35%) PostgreSQL
18 63 (3.25%) Delta Lake
19 44 (2.27%) Qlik Sense
19 44 (2.27%) Star Schema
Development Applications
1 108 (5.57%) Git
2 94 (4.85%) Jenkins
3 66 (3.41%) JIRA
4 48 (2.48%) GitLab
5 30 (1.55%) Bitbucket Server
6 17 (0.88%) Atlassian Bamboo
7 13 (0.67%) CircleCI
8 12 (0.62%) Spinnaker
9 11 (0.57%) MLflow
10 9 (0.46%) Visual Studio
11 8 (0.41%) SQL Server Management Studio (SSMS)
12 7 (0.36%) Bitbucket
13 6 (0.31%) RStudio
14 4 (0.21%) Octopus Deploy
14 4 (0.21%) Oracle Forms
14 4 (0.21%) Team Foundation Server
14 4 (0.21%) TeamCity
15 3 (0.15%) Deequ
15 3 (0.15%) JUnit
16 2 (0.10%) NUnit
General
1 474 (24.46%) Finance
2 352 (18.16%) Inclusion and Diversity
3 338 (17.44%) Social Skills
4 277 (14.29%) Analytical Skills
5 273 (14.09%) Law
6 216 (11.15%) Legal
7 109 (5.62%) Marketing
8 83 (4.28%) Banking
9 72 (3.72%) Retail
10 50 (2.58%) Public Sector
11 46 (2.37%) Games
12 41 (2.12%) Telecoms
13 23 (1.19%) Manufacturing
14 22 (1.14%) Investment Banking
15 21 (1.08%) Financial Institution
16 13 (0.67%) Influencing Skills
17 12 (0.62%) Aerospace
18 11 (0.57%) Retail Banking
19 10 (0.52%) Electronics
19 10 (0.52%) Pharmaceutical
Libraries, Frameworks & Software Standards
1 270 (13.93%) PySpark
2 133 (6.86%) Kafka
3 47 (2.43%) Pandas
4 46 (2.37%) Spring
5 45 (2.32%) Spring Boot
6 26 (1.34%) Apache Beam
7 23 (1.19%) JSON
7 23 (1.19%) RESTful
8 21 (1.08%) Apache NiFi
8 21 (1.08%) Elastic Stack
9 20 (1.03%) ActiveMQ
10 19 (0.98%) .NET
11 18 (0.93%) RabbitMQ
12 17 (0.88%) YAML
13 16 (0.83%) XML
14 15 (0.77%) PyTorch
14 15 (0.77%) REST
15 14 (0.72%) TensorFlow
16 13 (0.67%) GraphQL
17 12 (0.62%) AWS CDK
Miscellaneous
1 216 (11.15%) Self-Motivation
2 176 (9.08%) Algorithms
3 156 (8.05%) Cloud Native
4 134 (6.91%) Data Structures
5 93 (4.80%) Public Cloud
6 75 (3.87%) Onboarding
7 54 (2.79%) Product Ownership
8 50 (2.58%) Management Information System
9 48 (2.48%) Reinsurance
10 43 (2.22%) Legacy Code
11 35 (1.81%) Greenfield Project
12 27 (1.39%) Driving Licence
12 27 (1.39%) IoT
13 21 (1.08%) Client/Server
14 20 (1.03%) Distributed Systems
15 19 (0.98%) CCTV
16 17 (0.88%) Hybrid Cloud
16 17 (0.88%) SCADA
17 16 (0.83%) Operational Technology
18 15 (0.77%) Virtual Team
Operating Systems
1 61 (3.15%) Linux
2 52 (2.68%) Unix
3 29 (1.50%) Windows
4 22 (1.14%) Windows Server
5 4 (0.21%) Android
5 4 (0.21%) Apple iOS
5 4 (0.21%) CentOS
5 4 (0.21%) Solaris
5 4 (0.21%) Ubuntu
5 4 (0.21%) zOS
Processes & Methodologies
1 727 (37.51%) Data Engineering
2 689 (35.55%) Data Pipeline
3 688 (35.50%) Agile
4 673 (34.73%) ETL
5 545 (28.12%) Data Modelling
6 494 (25.49%) Data Science
7 488 (25.18%) CI/CD
8 480 (24.77%) Analytics
9 413 (21.31%) DevOps
10 406 (20.95%) Problem-Solving
11 370 (19.09%) Mentoring
12 349 (18.01%) Machine Learning
13 321 (16.56%) Software Engineering
14 318 (16.41%) Business Intelligence
15 272 (14.04%) Visualisation
16 252 (13.00%) Artificial Intelligence
17 236 (12.18%) Platform Engineering
18 229 (11.82%) SDLC
19 227 (11.71%) Data Integration
20 201 (10.37%) DataOps
Programming Languages
1 1,001 (51.65%) Python
2 951 (49.07%) SQL
3 217 (11.20%) Java
4 119 (6.14%) Scala
5 87 (4.49%) T-SQL
6 64 (3.30%) PL/SQL
7 52 (2.68%) C#
8 31 (1.60%) R
9 26 (1.34%) Data Analysis Expressions
10 21 (1.08%) Bash
11 20 (1.03%) PowerShell
12 19 (0.98%) JavaScript
12 19 (0.98%) Shell Script
13 9 (0.46%) Kusto Query Language
13 9 (0.46%) U-SQL
14 8 (0.41%) C
15 7 (0.36%) VB
16 6 (0.31%) Go
16 6 (0.31%) PHP
16 6 (0.31%) TypeScript
Qualifications
1 199 (10.27%) Degree
2 64 (3.30%) Computer Science Degree
3 61 (3.15%) Security Cleared
4 39 (2.01%) SC Cleared
5 36 (1.86%) Master's Degree
6 28 (1.44%) DV Cleared
7 24 (1.24%) DBS Check
8 21 (1.08%) Azure Certification
9 19 (0.98%) Microsoft Certification
10 8 (0.41%) Cisco Certification
11 7 (0.36%) CISSP
12 5 (0.26%) PhD
13 4 (0.21%) AWS Certification
13 4 (0.21%) BPSS Clearance
13 4 (0.21%) CCNA
13 4 (0.21%) CISM
13 4 (0.21%) Network+ Certification
14 3 (0.15%) (ISC)2 CCSP
14 3 (0.15%) CCSK
14 3 (0.15%) CCSP
Quality Assurance & Compliance
1 310 (16.00%) Data Quality
2 176 (9.08%) GDPR
3 35 (1.81%) SLA
4 25 (1.29%) QA
5 15 (0.77%) Accessibility
6 4 (0.21%) ISO/IEC 27001
6 4 (0.21%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 4 (0.21%) NIST
6 4 (0.21%) Solvency II
7 2 (0.10%) HIPAA
8 1 (0.052%) California Consumer Privacy Act
8 1 (0.052%) Def Stans
8 1 (0.052%) GMP
8 1 (0.052%) NCSC
System Software
1 91 (4.70%) Docker
2 40 (2.06%) HDFS
3 16 (0.83%) Hyper-V
3 16 (0.83%) VMware Infrastructure
4 3 (0.15%) Active Directory
5 1 (0.052%) Apache Flume
5 1 (0.052%) Apache ZooKeeper
5 1 (0.052%) Firmware
Systems Management
1 168 (8.67%) Terraform
2 161 (8.31%) Kubernetes
3 30 (1.55%) Ansible
4 18 (0.93%) Grafana
4 18 (0.93%) Prometheus
5 17 (0.88%) HAProxy
6 6 (0.31%) logstash
7 3 (0.15%) Argo
7 3 (0.15%) CASB
7 3 (0.15%) Kubeflow
8 2 (0.10%) Marathon
8 2 (0.10%) Mesos
9 1 (0.052%) Enterprise Manager Cloud Control
9 1 (0.052%) Kibana
9 1 (0.052%) Oozie
9 1 (0.052%) Oracle Enterprise Manager
9 1 (0.052%) Podman
Vendors
1 403 (20.79%) Databricks
2 273 (14.09%) Google
3 183 (9.44%) Microsoft
4 116 (5.99%) Informatica
5 100 (5.16%) Oracle
6 75 (3.87%) Alteryx
7 18 (0.93%) Cognos
7 18 (0.93%) Sybase
7 18 (0.93%) YouTube
8 17 (0.88%) Cloudera
9 16 (0.83%) VMware
10 14 (0.72%) Dataiku
11 13 (0.67%) Teradata
12 12 (0.62%) SAP
13 11 (0.57%) MuleSoft
14 9 (0.46%) Splunk
15 7 (0.36%) Atlassian
15 7 (0.36%) Talend
16 6 (0.31%) F5
17 5 (0.26%) SnapLogic