Data Engineering Jobs

Data Engineering
UK

The table below provides summary statistics for permanent job vacancies requiring Data Engineering skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Engineering over the 6 months leading up to 28 May 2025, comparing them to the same period in the previous two years.

6 months to
28 May 2025
Same period 2024 Same period 2023
Rank 185 186 128
Rank change year-on-year +1 -58 +38
Permanent jobs citing Data Engineering 982 1,586 2,675
As % of all permanent jobs advertised in the UK 1.80% 1.55% 2.73%
As % of the Processes & Methodologies category 1.92% 1.84% 2.86%
Number of salaries quoted 488 907 1,152
10th Percentile £46,250 £42,060 £46,525
25th Percentile £56,250 £55,000 £57,500
Median annual salary (50th Percentile) £77,500 £70,000 £75,000
Median % change year-on-year +10.71% -6.67% -
75th Percentile £105,625 £90,000 £96,750
90th Percentile £136,250 £105,000 £130,000
UK excluding London median annual salary £66,367 £65,000 £60,875
% change year-on-year +2.10% +6.78% -6.35%

All Process and Methodology Skills
UK

Data Engineering falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 51,242 86,144 93,565
As % of all permanent jobs advertised in the UK 93.71% 84.33% 95.55%
Number of salaries quoted 25,211 60,433 55,406
10th Percentile £29,000 £29,250 £34,000
25th Percentile £41,250 £40,000 £45,000
Median annual salary (50th Percentile) £57,500 £55,000 £61,000
Median % change year-on-year +4.55% -9.84% +1.67%
75th Percentile £75,000 £72,500 £81,250
90th Percentile £97,500 £92,500 £100,000
UK excluding London median annual salary £51,645 £50,000 £55,000
% change year-on-year +3.29% -9.09% +4.76%

Data Engineering
Job Vacancy Trend

Job postings citing Data Engineering as a proportion of all IT jobs advertised.

Job vacancy trend for Data Engineering in the UK

Data Engineering
Salary Trend

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

Salary trend for Data Engineering in the UK

Data Engineering
Salary Histogram

Salary distribution for jobs citing Data Engineering over the 6 months to 28 May 2025.

Salary histogram for Data Engineering in the UK

Data Engineering
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 Engineering within the UK over the 6 months to 28 May 2025. 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 +2 930 £78,750 +12.50% 3,795
UK excluding London +7 605 £66,367 +2.10% 3,454
Work from Home +42 450 £85,000 +21.43% 2,015
London +35 339 £96,750 +17.27% 844
North of England +15 276 £65,000 +8.33% 767
North West +3 222 £60,000 +9.09% 349
South East +55 175 £70,000 +3.70% 1,008
Yorkshire +25 46 £68,750 +5.66% 315
Midlands -65 45 £58,750 +2.17% 625
South West +17 37 £95,000 +26.67% 380
East of England +34 35 £50,000 -31.03% 464
Scotland +37 29 £48,750 -30.36% 197
West Midlands -22 26 £57,500 -3.04% 340
East Midlands -9 19 £65,000 +44.44% 244
North East +2 8 £51,250 -31.67% 105
Wales +36 7 £80,000 -17.95% 87
Northern Ireland +35 1 - - 52

Data Engineering
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
1 128 (13.03%) Apache Spark
2 124 (12.63%) Apache Airflow
3 86 (8.76%) Apache
4 36 (3.67%) SharePoint
5 23 (2.34%) IBM Domino
6 8 (0.81%) Confluence
7 5 (0.51%) SAS
8 3 (0.31%) Luigi
9 1 (0.10%) Jupyter
9 1 (0.10%) Microsoft Exchange
9 1 (0.10%) Oracle Workflow
Applications
1 16 (1.63%) Microsoft Excel
2 5 (0.51%) Microsoft Office
2 5 (0.51%) Microsoft PowerPoint
3 4 (0.41%) Microsoft Project
4 3 (0.31%) Spreadsheet
5 2 (0.20%) Trello
6 1 (0.10%) SPSS
Business Applications
1 2 (0.20%) Dynamics AX
2 1 (0.10%) Aladdin
2 1 (0.10%) Dynamics CRM
2 1 (0.10%) Payment Gateway
2 1 (0.10%) SAP FI
Cloud Services
1 606 (61.71%) Azure
2 518 (52.75%) AWS
3 345 (35.13%) GCP
4 165 (16.80%) Power Platform
5 126 (12.83%) Snowflake
6 116 (11.81%) dbt
7 109 (11.10%) Azure Data Factory
8 100 (10.18%) Azure Synapse Analytics
9 97 (9.88%) Serverless
10 81 (8.25%) AWS Lambda
11 65 (6.62%) OpenShift
12 61 (6.21%) Amazon ECS
13 56 (5.70%) Azure DevOps
14 44 (4.48%) Power Automate
15 37 (3.77%) Amazon S3
15 37 (3.77%) GitHub
15 37 (3.77%) PowerApps
16 20 (2.04%) GitHub Actions
17 16 (1.63%) Amazon Kinesis
17 16 (1.63%) SaaS
Communications & Networking
1 4 (0.41%) 5G
1 4 (0.41%) Broadband
2 3 (0.31%) Internet
3 2 (0.20%) ADSL2
3 2 (0.20%) Firewall
3 2 (0.20%) VPN
4 1 (0.10%) DNS
4 1 (0.10%) Intrusion Detection
4 1 (0.10%) Network Security
4 1 (0.10%) PuTTY
Database & Business Intelligence
1 240 (24.44%) Data Warehouse
2 165 (16.80%) Power BI
3 154 (15.68%) Data Lake
4 90 (9.16%) Amazon Athena
5 88 (8.96%) Big Data
6 79 (8.04%) Apache Iceberg
7 73 (7.43%) Dremio
8 64 (6.52%) Tableau
9 63 (6.42%) Metadata
10 62 (6.31%) NoSQL
11 59 (6.01%) Apache Arrow
11 59 (6.01%) Apache Ignite
12 48 (4.89%) BigQuery
12 48 (4.89%) SQL Server
13 43 (4.38%) Hadoop
14 42 (4.28%) Amazon Redshift
15 40 (4.07%) SQL Server Integration Services
16 39 (3.97%) Relational Database
17 32 (3.26%) Azure SQL Database
18 31 (3.16%) Data Mining
Development Applications
1 62 (6.31%) Artifactory
2 38 (3.87%) Git
3 20 (2.04%) JIRA
4 13 (1.32%) Jenkins
5 8 (0.81%) CircleCI
6 7 (0.71%) Bitbucket
7 5 (0.51%) MLflow
8 4 (0.41%) Cypress.io
9 2 (0.20%) ER Studio
9 2 (0.20%) GitLab
9 2 (0.20%) Spinnaker
10 1 (0.10%) ERwin
10 1 (0.10%) kappa
10 1 (0.10%) Octopus Deploy
10 1 (0.10%) SpecFlow
10 1 (0.10%) SQL Server Management Studio (SSMS)
10 1 (0.10%) Subversion
10 1 (0.10%) Toad
10 1 (0.10%) Visual Studio
General
1 281 (28.62%) Finance
2 237 (24.13%) Social Skills
3 202 (20.57%) Inclusion and Diversity
4 153 (15.58%) Analytical Skills
5 128 (13.03%) Law
6 86 (8.76%) Banking
7 79 (8.04%) Front Office
8 56 (5.70%) Retail
9 39 (3.97%) Public Sector
10 30 (3.05%) Manufacturing
11 29 (2.95%) Marketing
12 20 (2.04%) Legal
13 13 (1.32%) Retail Banking
14 11 (1.12%) Investment Banking
14 11 (1.12%) Pharmaceutical
15 9 (0.92%) Telecoms
16 8 (0.81%) Presentation Skills
17 7 (0.71%) Advertising
18 6 (0.61%) Electronics
18 6 (0.61%) Private Banking
Job Titles
1 360 (36.66%) Senior
2 354 (36.05%) Data Engineer
3 222 (22.61%) Software Engineer
4 205 (20.88%) Lead
5 189 (19.25%) Senior Software Engineer
6 96 (9.78%) Senior Data Engineer
7 91 (9.27%) Python Engineer
8 75 (7.64%) AWS Engineer
9 73 (7.43%) DevOps Engineer
10 62 (6.31%) AWS DevOps
10 62 (6.31%) AWS DevOps Engineer
11 48 (4.89%) Lead Data Engineer
12 42 (4.28%) Data Manager
13 41 (4.18%) Azure Engineer
14 30 (3.05%) Azure Data Engineer
15 29 (2.95%) Architect
16 27 (2.75%) Python Data Engineer
17 26 (2.65%) Developer
18 22 (2.24%) Data Architect
19 21 (2.14%) Analyst
Libraries, Frameworks & Software Standards
1 199 (20.26%) .NET
2 183 (18.64%) Node.js
3 147 (14.97%) PySpark
4 128 (13.03%) Kafka
5 59 (6.01%) J2EE
6 26 (2.65%) NumPy
7 24 (2.44%) Pandas
8 16 (1.63%) React
9 13 (1.32%) PyTorch
9 13 (1.32%) RESTful
9 13 (1.32%) scikit-learn
9 13 (1.32%) TensorFlow
10 11 (1.12%) GraphQL
10 11 (1.12%) REST
10 11 (1.12%) SciPy
11 10 (1.02%) Middleware
12 9 (0.92%) AngularJS
12 9 (0.92%) Keras
13 8 (0.81%) Plotly
13 8 (0.81%) pytest
Miscellaneous
1 181 (18.43%) Linux Command Line
1 181 (18.43%) Self-Motivation
2 178 (18.13%) Cyberattack
3 62 (6.31%) Product Ownership
4 58 (5.91%) Algorithms
5 53 (5.40%) Cloud Native
6 34 (3.46%) Management Information System
7 27 (2.75%) Data Structures
8 16 (1.63%) Greenfield Project
9 13 (1.32%) Legacy Systems
10 12 (1.22%) FMCG
11 10 (1.02%) Equities
11 10 (1.02%) Fixed Income
12 8 (0.81%) Reinsurance
13 6 (0.61%) Distributed Computing
13 6 (0.61%) Distributed Systems
13 6 (0.61%) Enterprise Software
13 6 (0.61%) Low-Code
14 5 (0.51%) Credit Risk
14 5 (0.51%) Data Fabric
Operating Systems
1 191 (19.45%) Linux
2 9 (0.92%) Unix
3 4 (0.41%) Windows
4 2 (0.20%) VMS
5 1 (0.10%) Ubuntu
Processes & Methodologies
1 447 (45.52%) Agile
2 377 (38.39%) Analytics
3 369 (37.58%) Software Engineering
4 364 (37.07%) Machine Learning
5 334 (34.01%) Mentoring
6 280 (28.51%) DevOps
7 267 (27.19%) Data Pipeline
8 258 (26.27%) ETL
9 252 (25.66%) Site Reliability Engineering
10 250 (25.46%) CI/CD
11 245 (24.95%) Data Modelling
12 226 (23.01%) Business Intelligence
13 222 (22.61%) Data Science
14 211 (21.49%) Scrum
15 208 (21.18%) Microservices
16 194 (19.76%) User Experience
17 186 (18.94%) Data Governance
18 184 (18.74%) Cloud Security
19 181 (18.43%) Problem-Solving
20 174 (17.72%) Artificial Intelligence
Programming Languages
1 666 (67.82%) Python
2 427 (43.48%) SQL
3 340 (34.62%) Java
4 242 (24.64%) Go
5 196 (19.96%) JavaScript
6 191 (19.45%) C++
7 180 (18.33%) Rust
8 58 (5.91%) C#
9 49 (4.99%) Scala
10 45 (4.58%) T-SQL
11 31 (3.16%) Data Analysis Expressions
12 21 (2.14%) R
13 18 (1.83%) PowerShell
14 10 (1.02%) Bash
14 10 (1.02%) TypeScript
15 7 (0.71%) Shell Script
16 6 (0.61%) SPARQL
17 4 (0.41%) Bicep
18 3 (0.31%) Cypher
19 2 (0.20%) Kusto Query Language
Qualifications
1 221 (22.51%) Security Cleared
2 204 (20.77%) AWS Certification
3 184 (18.74%) AWS Certified Solutions Architect
4 183 (18.64%) DV Cleared
5 178 (18.13%) AWS Certified Developer
6 174 (17.72%) Degree
7 39 (3.97%) Computer Science Degree
8 36 (3.67%) Master's Degree
8 36 (3.67%) SC Cleared
9 35 (3.56%) Azure Certification
10 18 (1.83%) PhD
11 7 (0.71%) DBS Check
12 5 (0.51%) BPSS Clearance
12 5 (0.51%) Microsoft Certification
12 5 (0.51%) PMI Certification
12 5 (0.51%) PMP
13 4 (0.41%) Numerate Degree
13 4 (0.41%) SAP Certification
14 2 (0.20%) AWS Certified Cloud Practitioner
14 2 (0.20%) SnowPro
Quality Assurance & Compliance
1 191 (19.45%) Data Quality
2 53 (5.40%) QA
3 49 (4.99%) Accessibility
4 37 (3.77%) GDPR
5 9 (0.92%) California Consumer Privacy Act
6 7 (0.71%) ISO/IEC 27001
7 5 (0.51%) NIST
8 2 (0.20%) Actionable Recommendations
8 2 (0.20%) Dublin Core
9 1 (0.10%) COBIT
9 1 (0.10%) Cyber Essentials
9 1 (0.10%) Cyber Essentials PLUS
9 1 (0.10%) GRC
9 1 (0.10%) PMO
9 1 (0.10%) SLA
System Software
1 117 (11.91%) Docker
2 9 (0.92%) HDFS
3 6 (0.61%) Apache Flume
4 5 (0.51%) Active Directory
5 2 (0.20%) Virtual Machines
6 1 (0.10%) Slurm Workload Manager
Systems Management
1 133 (13.54%) Terraform
2 110 (11.20%) Kubernetes
3 9 (0.92%) Grafana
4 8 (0.81%) Prometheus
5 6 (0.61%) Oozie
6 3 (0.31%) Packer
7 2 (0.20%) Ansible
8 1 (0.10%) Kibana
8 1 (0.10%) logstash
Vendors
1 197 (20.06%) Databricks
2 170 (17.31%) Microsoft
3 74 (7.54%) Google
4 28 (2.85%) Informatica
5 27 (2.75%) ServiceNow
6 20 (2.04%) Oracle
7 16 (1.63%) OpenAI
7 16 (1.63%) SAP
8 12 (1.22%) Palantir
9 8 (0.81%) Cloudera
10 7 (0.71%) Foundry
10 7 (0.71%) Red Hat
11 6 (0.61%) Talend
12 5 (0.51%) Teradata
13 4 (0.41%) Splunk
13 4 (0.41%) StreamSets
14 3 (0.31%) Atlassian
14 3 (0.31%) Cribl.io
14 3 (0.31%) Snowplow
14 3 (0.31%) YouTube