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 27 April 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
27 Apr 2024
Same period 2023 Same period 2022
Rank 148 166 163
Rank change year-on-year +18 -3 +29
Permanent jobs requiring a Data Engineer 1,930 2,400 3,899
As % of all permanent jobs advertised in the UK 1.97% 2.29% 2.53%
As % of the Job Titles category 2.08% 2.50% 2.63%
Number of salaries quoted 1,214 1,687 2,047
10th Percentile £35,000 £45,759 £43,200
25th Percentile £48,000 £56,151 £51,250
Median annual salary (50th Percentile) £65,000 £70,000 £68,823
Median % change year-on-year -7.14% +1.71% +14.71%
75th Percentile £82,500 £92,500 £85,000
90th Percentile £95,000 £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 92,756 95,826 148,057
% of permanent jobs with a recognized job title 94.61% 91.56% 96.06%
Number of salaries quoted 66,592 60,202 85,221
10th Percentile £28,500 £32,500 £32,500
25th Percentile £38,500 £45,000 £42,500
Median annual salary (50th Percentile) £52,550 £60,000 £60,000
Median % change year-on-year -12.42% - +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 £52,500 £50,000
% change year-on-year -4.76% +5.00% +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 27 April 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 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England -5 1,550 £65,000 -7.28% 357
UK excluding London +55 1,263 £57,500 -4.17% 181
Work from Home -59 620 £65,000 -6.40% 190
London -27 585 £75,000 -11.76% 193
North of England +94 391 £55,000 -8.33% 56
Scotland +77 302 £65,000 +8.33% 20
North West +97 252 £60,000 +15.38% 35
South East -32 167 £49,000 -18.33% 27
South West -24 153 £66,250 +0.45% 20
Midlands -6 145 £55,000 +3.29% 25
West Midlands +5 104 £58,750 +10.33% 12
Yorkshire +63 86 £51,000 -21.54% 17
East of England +40 77 £60,000 +11.63% 17
North East +7 53 £67,750 +4.23% 4
East Midlands -5 40 £47,500 -13.64% 13
Wales +8 17 £46,096 +3.20% 13
Northern Ireland +42 12 £60,000 - 6

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

For the 6 months to 27 April 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 1,000 (51.81%) Python
2 952 (49.33%) SQL
3 718 (37.20%) Data Engineering
4 685 (35.49%) Agile
5 679 (35.18%) Data Pipeline
6 677 (35.08%) Azure
7 668 (34.61%) ETL
8 623 (32.28%) AWS
9 541 (28.03%) Data Modelling
10 496 (25.70%) Data Science
11 480 (24.87%) CI/CD
12 475 (24.61%) Analytics
13 473 (24.51%) Finance
14 463 (23.99%) Data Warehouse
15 439 (22.75%) GCP
16 407 (21.09%) DevOps
17 406 (21.04%) Problem-Solving
18 400 (20.73%) Databricks
19 364 (18.86%) Mentoring
20 356 (18.45%) Big Data
21 345 (17.88%) Machine Learning
22 344 (17.82%) Inclusion and Diversity
23 342 (17.72%) Data Lake
24 338 (17.51%) Social Skills
25 336 (17.41%) Apache Spark
26 314 (16.27%) Software Engineering
27 311 (16.11%) Business Intelligence
28 306 (15.85%) Data Quality
29 276 (14.30%) Analytical Skills
30 272 (14.09%) BigQuery

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
1 336 (17.41%) Apache Spark
2 188 (9.74%) Apache Airflow
3 119 (6.17%) Apache
4 18 (0.93%) nginx
5 17 (0.88%) Jupyter
6 12 (0.62%) Confluence
7 5 (0.26%) SharePoint
8 3 (0.16%) Luigi
8 3 (0.16%) 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 (0.16%) 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
1 677 (35.08%) Azure
2 623 (32.28%) AWS
3 439 (22.75%) GCP
4 270 (13.99%) Power Platform
5 195 (10.10%) Azure Data Factory
6 163 (8.45%) Snowflake
7 129 (6.68%) Azure Synapse Analytics
8 120 (6.22%) Amazon S3
9 113 (5.85%) Azure DevOps
10 108 (5.60%) dbt
11 93 (4.82%) Serverless
12 62 (3.21%) AWS Lambda
13 53 (2.75%) GitHub
14 51 (2.64%) Azure Cosmos DB
15 43 (2.23%) SaaS
16 37 (1.92%) Amazon Kinesis
17 35 (1.81%) Matillion
18 33 (1.71%) Amazon EMR
19 25 (1.30%) Cloud Computing
20 21 (1.09%) Fivetran
Communications & Networking
1 46 (2.38%) Structured Cabling
2 18 (0.93%) DSL
3 14 (0.73%) Wi-Fi
4 11 (0.57%) Wireless
5 9 (0.47%) 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%) 3GPP
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%) VPN
Database & Business Intelligence
1 463 (23.99%) Data Warehouse
2 356 (18.45%) Big Data
3 342 (17.72%) Data Lake
4 272 (14.09%) BigQuery
5 266 (13.78%) Power BI
6 262 (13.58%) SQL Server
7 191 (9.90%) Looker
8 150 (7.77%) Hadoop
9 124 (6.42%) NoSQL
10 113 (5.85%) Amazon Redshift
11 102 (5.28%) Tableau
12 96 (4.97%) SQL Server Integration Services
13 74 (3.83%) Relational Database
14 71 (3.68%) Data Vault
15 69 (3.58%) Azure SQL Database
16 67 (3.47%) Apache Hive
17 66 (3.42%) Delta Lake
18 62 (3.21%) PostgreSQL
19 44 (2.28%) Star Schema
20 42 (2.18%) Qlik Sense
Development Applications
1 107 (5.54%) Git
2 93 (4.82%) Jenkins
3 65 (3.37%) JIRA
4 44 (2.28%) GitLab
5 30 (1.55%) Bitbucket Server
6 17 (0.88%) Atlassian Bamboo
7 12 (0.62%) CircleCI
8 11 (0.57%) Spinnaker
9 10 (0.52%) MLflow
10 9 (0.47%) 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 (0.16%) Deequ
15 3 (0.16%) JUnit
16 2 (0.10%) NUnit
General
1 473 (24.51%) Finance
2 344 (17.82%) Inclusion and Diversity
3 338 (17.51%) Social Skills
4 276 (14.30%) Analytical Skills
5 268 (13.89%) Law
6 213 (11.04%) Legal
7 108 (5.60%) Marketing
8 86 (4.46%) Banking
9 71 (3.68%) Retail
10 50 (2.59%) Public Sector
11 46 (2.38%) Games
12 41 (2.12%) Telecoms
13 24 (1.24%) Investment Banking
14 23 (1.19%) Manufacturing
15 21 (1.09%) Financial Institution
16 12 (0.62%) Aerospace
17 11 (0.57%) Influencing Skills
17 11 (0.57%) Retail Banking
18 10 (0.52%) Electronics
19 9 (0.47%) Front Office
Libraries, Frameworks & Software Standards
1 266 (13.78%) PySpark
2 135 (6.99%) Kafka
3 51 (2.64%) Pandas
4 45 (2.33%) Spring
4 45 (2.33%) Spring Boot
5 27 (1.40%) Apache Beam
6 25 (1.30%) JSON
7 23 (1.19%) RESTful
8 21 (1.09%) Apache NiFi
8 21 (1.09%) Elastic Stack
9 20 (1.04%) .NET
10 19 (0.98%) ActiveMQ
10 19 (0.98%) XML
11 18 (0.93%) RabbitMQ
12 17 (0.88%) YAML
13 15 (0.78%) PyTorch
13 15 (0.78%) REST
14 14 (0.73%) TensorFlow
15 13 (0.67%) GraphQL
16 12 (0.62%) AWS CDK
Miscellaneous
1 217 (11.24%) Self-Motivation
2 174 (9.02%) Algorithms
3 156 (8.08%) Cloud Native
4 131 (6.79%) Data Structures
5 92 (4.77%) Public Cloud
6 73 (3.78%) Onboarding
7 55 (2.85%) Product Ownership
8 50 (2.59%) Management Information System
9 49 (2.54%) Reinsurance
10 43 (2.23%) Legacy Code
11 36 (1.87%) Greenfield Project
12 27 (1.40%) Driving Licence
13 26 (1.35%) IoT
14 21 (1.09%) Client/Server
15 20 (1.04%) Distributed Systems
16 19 (0.98%) CCTV
17 17 (0.88%) Hybrid Cloud
17 17 (0.88%) SCADA
18 16 (0.83%) Operational Technology
19 15 (0.78%) Virtual Team
Operating Systems
1 59 (3.06%) Linux
2 51 (2.64%) 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
1 718 (37.20%) Data Engineering
2 685 (35.49%) Agile
3 679 (35.18%) Data Pipeline
4 668 (34.61%) ETL
5 541 (28.03%) Data Modelling
6 496 (25.70%) Data Science
7 480 (24.87%) CI/CD
8 475 (24.61%) Analytics
9 407 (21.09%) DevOps
10 406 (21.04%) Problem-Solving
11 364 (18.86%) Mentoring
12 345 (17.88%) Machine Learning
13 314 (16.27%) Software Engineering
14 311 (16.11%) Business Intelligence
15 267 (13.83%) Visualisation
16 245 (12.69%) Artificial Intelligence
17 234 (12.12%) Platform Engineering
18 229 (11.87%) Data Integration
19 225 (11.66%) SDLC
20 201 (10.41%) DataOps
Programming Languages
1 1,000 (51.81%) Python
2 952 (49.33%) SQL
3 211 (10.93%) Java
4 121 (6.27%) Scala
5 85 (4.40%) T-SQL
6 64 (3.32%) PL/SQL
7 55 (2.85%) C#
8 31 (1.61%) R
9 26 (1.35%) Data Analysis Expressions
10 22 (1.14%) Bash
11 20 (1.04%) JavaScript
12 19 (0.98%) PowerShell
12 19 (0.98%) Shell Script
13 9 (0.47%) Kusto Query Language
13 9 (0.47%) U-SQL
14 8 (0.41%) C
14 8 (0.41%) TypeScript
14 8 (0.41%) VB
15 6 (0.31%) PHP
16 5 (0.26%) Go
Qualifications
1 199 (10.31%) Degree
2 66 (3.42%) Computer Science Degree
3 61 (3.16%) Security Cleared
4 39 (2.02%) SC Cleared
5 38 (1.97%) Master's Degree
6 28 (1.45%) DV Cleared
7 21 (1.09%) Azure Certification
7 21 (1.09%) DBS Check
8 20 (1.04%) Microsoft Certification
9 8 (0.41%) Cisco Certification
10 7 (0.36%) CISSP
11 5 (0.26%) PhD
12 4 (0.21%) AWS Certification
12 4 (0.21%) BPSS Clearance
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%) CCSK
13 3 (0.16%) CCSP
Quality Assurance & Compliance
1 306 (15.85%) Data Quality
2 174 (9.02%) GDPR
3 35 (1.81%) SLA
4 25 (1.30%) 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 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 92 (4.77%) Docker
2 40 (2.07%) 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
1 163 (8.45%) Terraform
2 154 (7.98%) Kubernetes
3 27 (1.40%) Ansible
4 18 (0.93%) Grafana
4 18 (0.93%) Prometheus
5 17 (0.88%) HAProxy
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%) 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
1 400 (20.73%) Databricks
2 269 (13.94%) Google
3 182 (9.43%) Microsoft
4 117 (6.06%) Informatica
5 98 (5.08%) Oracle
6 73 (3.78%) Alteryx
7 18 (0.93%) Cloudera
7 18 (0.93%) Cognos
7 18 (0.93%) Sybase
7 18 (0.93%) YouTube
8 16 (0.83%) VMware
9 14 (0.73%) Dataiku
9 14 (0.73%) Teradata
10 12 (0.62%) SAP
11 10 (0.52%) MuleSoft
12 9 (0.47%) Splunk
13 8 (0.41%) Atlassian
14 7 (0.36%) Talend
15 6 (0.31%) F5
16 5 (0.26%) SnapLogic