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 28 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
28 May 2024
Same period 2023 Same period 2022
Rank 152 157 158
Rank change year-on-year +5 +1 +32
Permanent jobs requiring a Data Engineer 1,929 2,251 4,450
As % of all permanent jobs advertised in the UK 1.88% 2.31% 2.67%
As % of the Job Titles category 1.98% 2.53% 2.77%
Number of salaries quoted 1,231 1,585 2,055
10th Percentile £35,000 £46,250 £43,050
25th Percentile £47,500 £57,000 £51,250
Median annual salary (50th Percentile) £65,000 £70,000 £70,000
Median % change year-on-year -7.14% - +12.00%
75th Percentile £83,375 £92,500 £85,000
90th Percentile £98,474 £120,000 £96,250
UK excluding London median annual salary £57,500 £60,000 £60,000
% change year-on-year -4.17% - +9.09%

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 97,260 88,990 160,374
% of permanent jobs with a recognized job title 94.78% 91.41% 96.06%
Number of salaries quoted 69,382 56,369 85,188
10th Percentile £28,500 £32,500 £32,500
25th Percentile £38,500 £45,000 £42,663
Median annual salary (50th Percentile) £52,500 £60,000 £60,000
Median % change year-on-year -12.50% - +9.09%
75th Percentile £70,000 £80,000 £78,750
90th Percentile £90,000 £100,000 £95,000
UK excluding London median annual salary £50,000 £53,500 £50,173
% change year-on-year -6.54% +6.63% +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 28 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 28 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 -14 1,542 £65,000 -10.34% 416
UK excluding London +58 1,263 £57,500 -4.17% 205
Work from Home -53 641 £65,000 -6.40% 194
London -30 588 £75,000 -11.76% 239
North of England +87 388 £56,250 -13.46% 67
Scotland +86 307 £65,000 +8.33% 26
North West +93 252 £60,000 +9.09% 48
South East -47 165 £47,750 -23.60% 24
Midlands +9 159 £55,000 +4.76% 29
South West -37 147 £61,250 -9.26% 37
West Midlands +4 114 £57,500 +9.52% 21
Yorkshire +66 84 £51,000 -23.96% 12
East of England +15 71 £55,000 -12.00% 10
North East +3 52 £72,000 +10.77% 7
East Midlands 0 43 £47,500 -13.64% 8
Northern Ireland +33 14 £57,500 - 9
Wales -5 13 £46,131 +3.28% 5

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

For the 6 months to 28 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.

1 981 (50.86%) Python
2 936 (48.52%) SQL
3 727 (37.69%) Data Engineering
4 712 (36.91%) Azure
5 687 (35.61%) Agile
6 669 (34.68%) Data Pipeline
7 639 (33.13%) ETL
8 591 (30.64%) AWS
9 533 (27.63%) Data Modelling
10 499 (25.87%) Analytics
11 486 (25.19%) Finance
12 481 (24.94%) CI/CD
13 474 (24.57%) Data Science
14 460 (23.85%) Data Warehouse
15 431 (22.34%) GCP
16 414 (21.46%) Databricks
17 399 (20.68%) Problem-Solving
18 390 (20.22%) DevOps
19 375 (19.44%) Mentoring
20 364 (18.87%) Inclusion and Diversity
21 359 (18.61%) Data Lake
22 348 (18.04%) Machine Learning
23 346 (17.94%) Big Data
24 337 (17.47%) Business Intelligence
25 330 (17.11%) Apache Spark
26 326 (16.90%) Data Quality
27 324 (16.80%) Social Skills
28 313 (16.23%) Software Engineering
29 292 (15.14%) Power Platform
30 289 (14.98%) PySpark

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
1 330 (17.11%) Apache Spark
2 190 (9.85%) Apache Airflow
3 112 (5.81%) Apache
4 18 (0.93%) nginx
5 17 (0.88%) Jupyter
6 13 (0.67%) Confluence
7 6 (0.31%) SharePoint
8 5 (0.26%) Luigi
8 5 (0.26%) 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 28 (1.45%) Microsoft Excel
2 13 (0.67%) 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
1 712 (36.91%) Azure
2 591 (30.64%) AWS
3 431 (22.34%) GCP
4 292 (15.14%) Power Platform
5 201 (10.42%) Azure Data Factory
6 157 (8.14%) Snowflake
7 151 (7.83%) Azure Synapse Analytics
8 113 (5.86%) Azure DevOps
9 111 (5.75%) dbt
10 101 (5.24%) Amazon S3
11 75 (3.89%) Serverless
12 55 (2.85%) Azure Cosmos DB
13 52 (2.70%) GitHub
14 48 (2.49%) SaaS
15 44 (2.28%) AWS Lambda
16 35 (1.81%) Amazon EMR
16 35 (1.81%) Matillion
17 31 (1.61%) Amazon Kinesis
18 27 (1.40%) Cloud Computing
19 22 (1.14%) Fivetran
Communications & Networking
1 48 (2.49%) Structured Cabling
2 17 (0.88%) DSL
3 15 (0.78%) Network Security
4 14 (0.73%) Wi-Fi
5 11 (0.57%) Wireless
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
1 460 (23.85%) Data Warehouse
2 359 (18.61%) Data Lake
3 346 (17.94%) Big Data
4 288 (14.93%) Power BI
5 273 (14.15%) SQL Server
6 260 (13.48%) BigQuery
7 191 (9.90%) Looker
8 143 (7.41%) Hadoop
9 116 (6.01%) NoSQL
10 102 (5.29%) SQL Server Integration Services
11 101 (5.24%) Amazon Redshift
12 99 (5.13%) Tableau
13 80 (4.15%) Relational Database
14 74 (3.84%) Azure SQL Database
15 71 (3.68%) Data Vault
16 68 (3.53%) PostgreSQL
17 63 (3.27%) Apache Hive
18 58 (3.01%) Delta Lake
19 44 (2.28%) Qlik Sense
20 43 (2.23%) SQL Server Reporting Services
Development Applications
1 108 (5.60%) Git
2 89 (4.61%) Jenkins
3 65 (3.37%) JIRA
4 46 (2.38%) GitLab
5 30 (1.56%) Bitbucket Server
6 17 (0.88%) Atlassian Bamboo
7 14 (0.73%) MLflow
8 12 (0.62%) CircleCI
9 11 (0.57%) Spinnaker
10 7 (0.36%) Bitbucket
11 6 (0.31%) RStudio
11 6 (0.31%) SQL Server Management Studio (SSMS)
11 6 (0.31%) Visual Studio
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%) NUnit
General
1 486 (25.19%) Finance
2 364 (18.87%) Inclusion and Diversity
3 324 (16.80%) Social Skills
4 286 (14.83%) Analytical Skills
5 270 (14.00%) Law
6 216 (11.20%) Legal
7 106 (5.50%) Marketing
8 81 (4.20%) Banking
9 71 (3.68%) Retail
10 43 (2.23%) Games
11 42 (2.18%) Public Sector
12 41 (2.13%) Telecoms
13 20 (1.04%) Investment Banking
13 20 (1.04%) Manufacturing
14 19 (0.98%) Financial Institution
15 17 (0.88%) Influencing Skills
16 12 (0.62%) Aerospace
16 12 (0.62%) Pharmaceutical
17 11 (0.57%) Publishing
18 10 (0.52%) Front Office
Libraries, Frameworks & Software Standards
1 289 (14.98%) PySpark
2 125 (6.48%) Kafka
3 46 (2.38%) Pandas
4 44 (2.28%) Spring
5 43 (2.23%) Spring Boot
6 22 (1.14%) Apache Beam
7 21 (1.09%) Apache NiFi
7 21 (1.09%) Elastic Stack
7 21 (1.09%) JSON
8 20 (1.04%) ActiveMQ
9 18 (0.93%) RabbitMQ
10 17 (0.88%) RESTful
10 17 (0.88%) YAML
11 14 (0.73%) PyTorch
11 14 (0.73%) REST
11 14 (0.73%) XML
12 13 (0.67%) HTML
13 12 (0.62%) AWS CDK
13 12 (0.62%) NumPy
13 12 (0.62%) TensorFlow
Miscellaneous
1 215 (11.15%) Self-Motivation
2 176 (9.12%) Algorithms
3 151 (7.83%) Cloud Native
4 136 (7.05%) Data Structures
5 85 (4.41%) Public Cloud
6 71 (3.68%) Onboarding
7 51 (2.64%) Management Information System
8 50 (2.59%) Product Ownership
9 49 (2.54%) Reinsurance
10 42 (2.18%) Legacy Code
11 36 (1.87%) Greenfield Project
12 28 (1.45%) Driving Licence
13 23 (1.19%) IoT
14 21 (1.09%) Client/Server
15 19 (0.98%) CCTV
16 17 (0.88%) Distributed Systems
16 17 (0.88%) Hybrid Cloud
16 17 (0.88%) NHS
16 17 (0.88%) SCADA
17 16 (0.83%) Operational Technology
Operating Systems
1 68 (3.53%) Linux
2 54 (2.80%) 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
1 727 (37.69%) Data Engineering
2 687 (35.61%) Agile
3 669 (34.68%) Data Pipeline
4 639 (33.13%) ETL
5 533 (27.63%) Data Modelling
6 499 (25.87%) Analytics
7 481 (24.94%) CI/CD
8 474 (24.57%) Data Science
9 399 (20.68%) Problem-Solving
10 390 (20.22%) DevOps
11 375 (19.44%) Mentoring
12 348 (18.04%) Machine Learning
13 337 (17.47%) Business Intelligence
14 313 (16.23%) Software Engineering
15 273 (14.15%) Visualisation
16 245 (12.70%) Artificial Intelligence
17 234 (12.13%) Platform Engineering
18 225 (11.66%) Data Integration
19 222 (11.51%) SDLC
20 203 (10.52%) DataOps
Programming Languages
1 981 (50.86%) Python
2 936 (48.52%) SQL
3 224 (11.61%) Java
4 113 (5.86%) Scala
5 88 (4.56%) T-SQL
6 60 (3.11%) PL/SQL
7 45 (2.33%) C#
8 32 (1.66%) R
9 30 (1.56%) Data Analysis Expressions
10 25 (1.30%) JavaScript
11 21 (1.09%) Bash
11 21 (1.09%) Shell Script
12 19 (0.98%) PowerShell
13 11 (0.57%) U-SQL
13 11 (0.57%) VBA
14 8 (0.41%) C
14 8 (0.41%) Go
14 8 (0.41%) Kusto Query Language
15 6 (0.31%) PHP
16 5 (0.26%) Rust
Qualifications
1 201 (10.42%) Degree
2 67 (3.47%) Computer Science Degree
3 56 (2.90%) Security Cleared
4 36 (1.87%) Master's Degree
4 36 (1.87%) SC Cleared
5 29 (1.50%) DBS Check
6 28 (1.45%) DV Cleared
7 21 (1.09%) Microsoft Certification
8 16 (0.83%) Azure Certification
9 8 (0.41%) Cisco Certification
10 7 (0.36%) CISSP
11 4 (0.21%) CCNA
11 4 (0.21%) CISM
11 4 (0.21%) Network+ Certification
11 4 (0.21%) PhD
12 3 (0.16%) (ISC)2 CCSP
12 3 (0.16%) BPSS Clearance
12 3 (0.16%) CCSK
12 3 (0.16%) CCSP
13 2 (0.10%) HNC
Quality Assurance & Compliance
1 326 (16.90%) Data Quality
2 178 (9.23%) GDPR
3 34 (1.76%) SLA
4 24 (1.24%) 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%) HIPAA
7 1 (0.052%) NCSC
7 1 (0.052%) PCI DSS
System Software
1 82 (4.25%) Docker
2 39 (2.02%) 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
1 158 (8.19%) Terraform
2 156 (8.09%) Kubernetes
3 31 (1.61%) 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%) CASB
8 2 (0.10%) Argo
8 2 (0.10%) 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 (21.46%) Databricks
2 264 (13.69%) Google
3 185 (9.59%) Microsoft
4 114 (5.91%) Informatica
5 96 (4.98%) Oracle
6 73 (3.78%) Alteryx
7 17 (0.88%) Cognos
7 17 (0.88%) Sybase
7 17 (0.88%) VMware
8 16 (0.83%) Cloudera
8 16 (0.83%) YouTube
9 13 (0.67%) Teradata
10 11 (0.57%) Dataiku
11 10 (0.52%) MuleSoft
11 10 (0.52%) SAP
11 10 (0.52%) Splunk
12 6 (0.31%) F5
12 6 (0.31%) Talend
13 4 (0.21%) Atlassian
13 4 (0.21%) Qualys