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 16 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
16 May 2024
Same period 2023 Same period 2022
Rank 146 163 162
Rank change year-on-year +17 -1 +29
Permanent jobs requiring a Data Engineer 1,927 2,272 4,193
As % of all permanent jobs advertised in the UK 1.93% 2.28% 2.62%
As % of the Job Titles category 2.04% 2.49% 2.73%
Number of salaries quoted 1,223 1,596 2,042
10th Percentile £35,000 £46,000 £42,500
25th Percentile £47,750 £56,250 £51,250
Median annual salary (50th Percentile) £65,000 £70,000 £70,000
Median % change year-on-year -7.14% - +12.00%
75th Percentile £83,250 £92,500 £85,000
90th Percentile £97,500 £120,000 £96,250
UK excluding London median annual salary £57,500 £60,000 £59,000
% change year-on-year -4.17% +1.69% +7.27%

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 94,378 91,115 153,780
% of permanent jobs with a recognized job title 94.69% 91.48% 96.09%
Number of salaries quoted 67,475 57,415 84,334
10th Percentile £28,500 £32,500 £32,500
25th Percentile £38,500 £45,000 £42,521
Median annual salary (50th Percentile) £52,500 £60,000 £60,000
Median % change year-on-year -12.50% - +9.09%
75th Percentile £71,000 £80,000 £78,750
90th Percentile £90,000 £100,000 £95,000
UK excluding London median annual salary £50,000 £53,000 £50,173
% change year-on-year -5.66% +5.64% +5.63%

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
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 16 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 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England -12 1,541 £65,000 -10.34% 384
UK excluding London +59 1,256 £57,500 -4.17% 197
Work from Home -50 641 £65,000 -6.40% 203
London -27 591 £75,000 -11.76% 211
North of England +86 386 £55,000 -8.33% 52
Scotland +70 308 £65,000 +8.33% 13
North West +89 252 £60,000 +15.38% 33
South East -54 160 £49,000 -21.60% 26
Midlands +10 157 £55,750 +6.19% 34
South West -35 149 £62,500 -5.24% 31
West Midlands +8 113 £57,500 +9.52% 26
Yorkshire +58 82 £51,000 -21.54% 12
East of England +20 69 £57,500 -8.00% 19
North East 0 52 £72,000 +10.77% 7
East Midlands +7 42 £47,500 -13.64% 8
Wales +1 15 £46,096 +3.20% 9
Northern Ireland +38 13 £60,000 - 15

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

For the 6 months to 16 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.

1 999 (51.84%) Python
2 955 (49.56%) SQL
3 723 (37.52%) Data Engineering
4 705 (36.59%) Azure
5 694 (36.01%) Agile
6 676 (35.08%) Data Pipeline
7 663 (34.41%) ETL
8 608 (31.55%) AWS
9 544 (28.23%) Data Modelling
10 493 (25.58%) Finance
11 488 (25.32%) Analytics
11 488 (25.32%) CI/CD
12 482 (25.01%) Data Science
13 473 (24.55%) Data Warehouse
14 436 (22.63%) GCP
15 414 (21.48%) Databricks
16 400 (20.76%) Problem-Solving
16 400 (20.76%) DevOps
17 371 (19.25%) Mentoring
18 364 (18.89%) Inclusion and Diversity
19 354 (18.37%) Data Lake
19 354 (18.37%) Big Data
20 349 (18.11%) Machine Learning
21 339 (17.59%) Business Intelligence
22 337 (17.49%) Apache Spark
23 325 (16.87%) Social Skills
24 320 (16.61%) Data Quality
25 313 (16.24%) Software Engineering
26 290 (15.05%) Power Platform
27 286 (14.84%) Power BI

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
1 337 (17.49%) Apache Spark
2 189 (9.81%) Apache Airflow
3 112 (5.81%) Apache
4 18 (0.93%) nginx
5 17 (0.88%) Jupyter
6 14 (0.73%) Confluence
7 5 (0.26%) SharePoint
8 4 (0.21%) Luigi
8 4 (0.21%) 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 29 (1.50%) Microsoft Excel
2 14 (0.73%) Microsoft Office
3 5 (0.26%) Microsoft PowerPoint
4 3 (0.16%) AutoCAD
5 2 (0.10%) MS Visio
Business Applications
1 2 (0.10%) MIS ActiveH
1 2 (0.10%) NEC Housing
2 1 (0.052%) Dynamics CRM
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
1 705 (36.59%) Azure
2 608 (31.55%) AWS
3 436 (22.63%) GCP
4 290 (15.05%) Power Platform
5 200 (10.38%) Azure Data Factory
6 155 (8.04%) Snowflake
7 141 (7.32%) Azure Synapse Analytics
8 115 (5.97%) Azure DevOps
9 108 (5.60%) Amazon S3
10 104 (5.40%) dbt
11 79 (4.10%) Serverless
12 57 (2.96%) GitHub
13 54 (2.80%) Azure Cosmos DB
14 50 (2.59%) AWS Lambda
15 47 (2.44%) SaaS
16 35 (1.82%) Matillion
17 34 (1.76%) Amazon EMR
18 32 (1.66%) Amazon Kinesis
19 28 (1.45%) Cloud Computing
20 21 (1.09%) Fivetran
Communications & Networking
1 47 (2.44%) Structured Cabling
2 18 (0.93%) DSL
3 14 (0.73%) Wi-Fi
4 11 (0.57%) Wireless
5 10 (0.52%) 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%) 5G
8 2 (0.10%) PPP
8 2 (0.10%) WebEx
9 1 (0.052%) 3GPP
9 1 (0.052%) Cisco IOS
9 1 (0.052%) DMZ
9 1 (0.052%) NX-OS
9 1 (0.052%) SD-WAN
9 1 (0.052%) snoop
9 1 (0.052%) VPN
Database & Business Intelligence
1 473 (24.55%) Data Warehouse
2 354 (18.37%) Big Data
2 354 (18.37%) Data Lake
3 286 (14.84%) Power BI
4 269 (13.96%) SQL Server
5 267 (13.86%) BigQuery
6 192 (9.96%) Looker
7 144 (7.47%) Hadoop
8 122 (6.33%) NoSQL
9 105 (5.45%) Amazon Redshift
10 101 (5.24%) SQL Server Integration Services
10 101 (5.24%) Tableau
11 79 (4.10%) Relational Database
12 72 (3.74%) Azure SQL Database
13 70 (3.63%) Data Vault
14 67 (3.48%) PostgreSQL
15 65 (3.37%) Apache Hive
16 60 (3.11%) Delta Lake
17 46 (2.39%) Metadata
18 44 (2.28%) Qlik Sense
Development Applications
1 107 (5.55%) Git
2 94 (4.88%) Jenkins
3 67 (3.48%) JIRA
4 48 (2.49%) GitLab
5 30 (1.56%) Bitbucket Server
6 17 (0.88%) Atlassian Bamboo
7 13 (0.67%) CircleCI
7 13 (0.67%) Spinnaker
8 12 (0.62%) MLflow
9 9 (0.47%) Visual Studio
10 7 (0.36%) Bitbucket
11 6 (0.31%) RStudio
11 6 (0.31%) SQL Server Management Studio (SSMS)
12 4 (0.21%) Octopus Deploy
12 4 (0.21%) Oracle Forms
12 4 (0.21%) Team Foundation Server
13 3 (0.16%) Deequ
13 3 (0.16%) JUnit
13 3 (0.16%) TeamCity
14 2 (0.10%) MSTest
General
1 493 (25.58%) Finance
2 364 (18.89%) Inclusion and Diversity
3 325 (16.87%) Social Skills
4 285 (14.79%) Analytical Skills
5 276 (14.32%) Law
6 217 (11.26%) Legal
7 109 (5.66%) Marketing
8 81 (4.20%) Banking
9 72 (3.74%) Retail
10 47 (2.44%) Public Sector
11 45 (2.34%) Games
12 42 (2.18%) Telecoms
13 22 (1.14%) Manufacturing
14 21 (1.09%) Investment Banking
15 19 (0.99%) Financial Institution
16 17 (0.88%) Influencing Skills
17 12 (0.62%) Aerospace
18 11 (0.57%) Pharmaceutical
19 10 (0.52%) Electronics
19 10 (0.52%) Retail Banking
Libraries, Frameworks & Software Standards
1 280 (14.53%) PySpark
2 131 (6.80%) Kafka
3 45 (2.34%) Spring
4 44 (2.28%) Spring Boot
5 43 (2.23%) Pandas
6 24 (1.25%) Apache Beam
7 23 (1.19%) JSON
8 21 (1.09%) Apache NiFi
8 21 (1.09%) Elastic Stack
9 20 (1.04%) ActiveMQ
10 19 (0.99%) RESTful
11 18 (0.93%) RabbitMQ
12 17 (0.88%) .NET
12 17 (0.88%) YAML
13 16 (0.83%) REST
13 16 (0.83%) XML
14 13 (0.67%) PyTorch
15 12 (0.62%) AWS CDK
15 12 (0.62%) TensorFlow
16 11 (0.57%) GraphQL
Miscellaneous
1 215 (11.16%) Self-Motivation
2 177 (9.19%) Algorithms
3 157 (8.15%) Cloud Native
4 136 (7.06%) Data Structures
5 89 (4.62%) Public Cloud
6 74 (3.84%) Onboarding
7 55 (2.85%) Product Ownership
8 51 (2.65%) Management Information System
9 48 (2.49%) Reinsurance
10 43 (2.23%) Legacy Code
11 39 (2.02%) Greenfield Project
12 28 (1.45%) Driving Licence
13 25 (1.30%) IoT
14 21 (1.09%) Client/Server
15 19 (0.99%) CCTV
16 18 (0.93%) Distributed Systems
17 17 (0.88%) Hybrid Cloud
17 17 (0.88%) SCADA
18 16 (0.83%) NHS
18 16 (0.83%) Operational Technology
Operating Systems
1 66 (3.43%) Linux
2 53 (2.75%) Unix
3 31 (1.61%) Windows
4 23 (1.19%) 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
1 723 (37.52%) Data Engineering
2 694 (36.01%) Agile
3 676 (35.08%) Data Pipeline
4 663 (34.41%) ETL
5 544 (28.23%) Data Modelling
6 488 (25.32%) Analytics
6 488 (25.32%) CI/CD
7 482 (25.01%) Data Science
8 400 (20.76%) DevOps
8 400 (20.76%) Problem-Solving
9 371 (19.25%) Mentoring
10 349 (18.11%) Machine Learning
11 339 (17.59%) Business Intelligence
12 313 (16.24%) Software Engineering
13 273 (14.17%) Visualisation
14 247 (12.82%) Artificial Intelligence
15 237 (12.30%) Platform Engineering
16 227 (11.78%) SDLC
17 226 (11.73%) Data Integration
18 201 (10.43%) DataOps
Programming Languages
1 999 (51.84%) Python
2 955 (49.56%) SQL
3 220 (11.42%) Java
4 114 (5.92%) Scala
5 89 (4.62%) T-SQL
6 63 (3.27%) PL/SQL
7 50 (2.59%) C#
8 32 (1.66%) R
9 28 (1.45%) Data Analysis Expressions
10 21 (1.09%) Bash
11 20 (1.04%) JavaScript
11 20 (1.04%) PowerShell
11 20 (1.04%) Shell Script
12 10 (0.52%) U-SQL
13 9 (0.47%) VBA
14 8 (0.42%) C
14 8 (0.42%) Kusto Query Language
15 7 (0.36%) Go
16 6 (0.31%) PHP
16 6 (0.31%) VB
Qualifications
1 197 (10.22%) Degree
2 62 (3.22%) Computer Science Degree
3 57 (2.96%) Security Cleared
4 36 (1.87%) SC Cleared
5 34 (1.76%) Master's Degree
6 28 (1.45%) DBS Check
6 28 (1.45%) DV Cleared
7 21 (1.09%) Microsoft Certification
8 20 (1.04%) Azure Certification
9 8 (0.42%) Cisco Certification
10 7 (0.36%) CISSP
11 5 (0.26%) PhD
12 4 (0.21%) CCNA
12 4 (0.21%) CISM
12 4 (0.21%) Network+ Certification
13 3 (0.16%) (ISC)2 CCSP
13 3 (0.16%) AWS Certification
13 3 (0.16%) BPSS Clearance
13 3 (0.16%) CCSK
13 3 (0.16%) CCSP
Quality Assurance & Compliance
1 320 (16.61%) Data Quality
2 177 (9.19%) GDPR
3 35 (1.82%) SLA
4 24 (1.25%) QA
5 15 (0.78%) 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 1 (0.052%) California Consumer Privacy Act
7 1 (0.052%) Def Stans
7 1 (0.052%) GMP
7 1 (0.052%) HIPAA
7 1 (0.052%) NCSC
System Software
1 87 (4.51%) Docker
2 40 (2.08%) HDFS
3 16 (0.83%) Hyper-V
3 16 (0.83%) VMware Infrastructure
4 3 (0.16%) Active Directory
5 1 (0.052%) Apache Flume
5 1 (0.052%) Apache ZooKeeper
5 1 (0.052%) Firmware
Systems Management
1 164 (8.51%) Terraform
2 161 (8.35%) Kubernetes
3 30 (1.56%) Ansible
4 18 (0.93%) Grafana
5 17 (0.88%) HAProxy
5 17 (0.88%) Prometheus
6 6 (0.31%) logstash
7 3 (0.16%) Argo
7 3 (0.16%) CASB
7 3 (0.16%) Kubeflow
8 2 (0.10%) Marathon
8 2 (0.10%) Mesos
9 1 (0.052%) Kibana
9 1 (0.052%) Oozie
9 1 (0.052%) Podman
Vendors
1 414 (21.48%) Databricks
2 269 (13.96%) Google
3 187 (9.70%) Microsoft
4 115 (5.97%) Informatica
5 98 (5.09%) Oracle
6 75 (3.89%) Alteryx
7 18 (0.93%) Cognos
7 18 (0.93%) Sybase
7 18 (0.93%) YouTube
8 17 (0.88%) Cloudera
8 17 (0.88%) VMware
9 13 (0.67%) Teradata
10 12 (0.62%) Dataiku
11 11 (0.57%) MuleSoft
11 11 (0.57%) SAP
12 8 (0.42%) Splunk
13 6 (0.31%) Atlassian
13 6 (0.31%) F5
13 6 (0.31%) Talend
14 5 (0.26%) SnapLogic