Data Engineer Jobs

Data Engineer
UK

The median Data Engineer salary in the UK is £70,000 per year, according to job vacancies posted during the 6 months leading to 23 May 2025.

The table below provides salary benchmarking and summary statistics, comparing them to the same period in the previous two years.

6 months to
23 May 2025
Same period 2024 Same period 2023
Rank 252 151 163
Rank change year-on-year -101 +12 -5
Permanent jobs requiring a Data Engineer 684 1,926 2,265
As % of all permanent jobs advertised in the UK 1.25% 1.92% 2.30%
As % of the Job Titles category 1.39% 2.03% 2.51%
Number of salaries quoted 545 1,224 1,597
10th Percentile £46,600 £35,000 £46,250
25th Percentile £56,176 £48,000 £56,250
Median annual salary (50th Percentile) £70,000 £65,000 £70,000
Median % change year-on-year +7.69% -7.14% -
75th Percentile £97,500 £83,750 £92,500
90th Percentile £115,000 £97,500 £120,000
UK excluding London median annual salary £62,500 £57,500 £60,000
% change year-on-year +8.70% -4.17% -

All Permanent IT Job Vacancies
UK

For comparison with the information above, the following table provides 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 49,357 94,770 90,282
% of permanent jobs with a recognized job title 90.42% 94.70% 91.49%
Number of salaries quoted 25,605 67,694 56,964
10th Percentile £29,000 £28,500 £32,500
25th Percentile £41,250 £38,500 £45,000
Median annual salary (50th Percentile) £56,000 £52,500 £60,000
Median % change year-on-year +6.67% -12.50% -
75th Percentile £73,750 £70,622 £80,000
90th Percentile £96,250 £90,000 £100,000
UK excluding London median annual salary £51,645 £50,000 £53,438
% change year-on-year +3.29% -6.43% +6.88%

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 23 May 2025.

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 23 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 -78 646 £72,500 +11.54% 3,330
London +6 352 £91,250 +21.67% 709
UK excluding London -151 296 £62,500 +8.70% 3,047
Work from Home -43 291 £75,000 +15.38% 1,680
North of England -117 106 £60,000 +6.67% 725
South East +7 68 £70,000 +42.86% 850
North West -141 54 £63,876 +6.46% 358
Yorkshire +32 50 £60,000 +17.65% 267
Midlands -30 47 £60,000 +9.09% 511
South West +1 32 £55,000 -12.00% 373
East of England -3 27 £66,253 +17.78% 400
East Midlands +20 26 £61,250 +28.95% 198
West Midlands -22 21 £60,000 +4.35% 281
Scotland -64 14 £50,000 -23.08% 160
North East +2 6 £62,500 -13.19% 102
Northern Ireland +27 1 - - 39
Wales +23 1 £36,000 -21.96% 79

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

For the 6 months to 23 May 2025, 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.

1 487 (71.20%) Python
2 422 (61.70%) SQL
3 364 (53.22%) Azure
4 360 (52.63%) Data Engineering
5 296 (43.27%) ETL
6 288 (42.11%) AWS
7 251 (36.70%) Data Pipeline
8 237 (34.65%) Analytics
9 215 (31.43%) Data Modelling
9 215 (31.43%) Finance
10 213 (31.14%) CI/CD
11 206 (30.12%) Data Warehouse
11 206 (30.12%) Agile
12 201 (29.39%) Databricks
13 193 (28.22%) DevOps
14 190 (27.78%) Business Intelligence
15 178 (26.02%) PySpark
16 170 (24.85%) Problem-Solving
17 165 (24.12%) Azure Data Factory
18 159 (23.25%) Social Skills
19 154 (22.51%) Power Platform
20 150 (21.93%) Power BI
21 149 (21.78%) Java
22 146 (21.35%) Software Engineering
23 143 (20.91%) Data Quality
24 140 (20.47%) Apache Airflow
24 140 (20.47%) Apache Spark
25 139 (20.32%) Terraform
26 133 (19.44%) dbt
27 124 (18.13%) Data Lake

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
1 140 (20.47%) Apache Airflow
1 140 (20.47%) Apache Spark
2 110 (16.08%) Apache
3 9 (1.32%) Luigi
4 8 (1.17%) SAS
5 7 (1.02%) SharePoint
6 5 (0.73%) Confluence
7 1 (0.15%) Apache Pulsar
7 1 (0.15%) Oracle Application Server
Applications
1 13 (1.90%) Microsoft Excel
2 9 (1.32%) Chatbot
3 7 (1.02%) Microsoft Office
4 5 (0.73%) SPSS
5 3 (0.44%) Microsoft PowerPoint
6 1 (0.15%) Spreadsheet
Business Applications
1 2 (0.29%) Refinitiv Enterprise Platform
2 1 (0.15%) Aladdin
2 1 (0.15%) Oracle ERP
2 1 (0.15%) SAP FI
Cloud Services
1 364 (53.22%) Azure
2 288 (42.11%) AWS
3 165 (24.12%) Azure Data Factory
4 154 (22.51%) Power Platform
5 133 (19.44%) dbt
6 120 (17.54%) Serverless
7 103 (15.06%) GCP
8 102 (14.91%) AWS Lambda
9 99 (14.47%) Snowflake
10 89 (13.01%) Azure Synapse Analytics
11 69 (10.09%) OpenShift
12 64 (9.36%) Amazon ECS
13 56 (8.19%) Amazon S3
14 52 (7.60%) Azure DevOps
15 20 (2.92%) GitHub
16 19 (2.78%) SaaS
17 18 (2.63%) Amazon EC2
18 17 (2.49%) Amazon Kinesis
19 16 (2.34%) Azure Functions
19 16 (2.34%) Azure Logic Apps
Communications & Networking
1 6 (0.88%) Internet
2 4 (0.58%) Structured Cabling
3 2 (0.29%) Multicast
3 2 (0.29%) Network Security
4 1 (0.15%) PuTTY
Database & Business Intelligence
1 206 (30.12%) Data Warehouse
2 150 (21.93%) Power BI
3 124 (18.13%) Data Lake
4 101 (14.77%) Amazon Athena
5 86 (12.57%) Apache Iceberg
6 78 (11.40%) Dremio
7 64 (9.36%) SQL Server
8 63 (9.21%) Apache Arrow
8 63 (9.21%) Apache Ignite
9 59 (8.63%) Amazon Redshift
10 57 (8.33%) Big Data
11 42 (6.14%) Tableau
12 39 (5.70%) BigQuery
13 35 (5.12%) Hadoop
13 35 (5.12%) SQL Server Integration Services
14 31 (4.53%) Relational Database
15 30 (4.39%) NoSQL
16 28 (4.09%) Azure SQL Database
17 27 (3.95%) MySQL
18 23 (3.36%) Metadata
Development Applications
1 64 (9.36%) Artifactory
2 33 (4.82%) Git
3 19 (2.78%) Jenkins
4 9 (1.32%) JIRA
5 8 (1.17%) Bitbucket
6 6 (0.88%) Visual Studio
7 5 (0.73%) CircleCI
8 4 (0.58%) MLflow
9 3 (0.44%) Spinnaker
10 1 (0.15%) ERwin
10 1 (0.15%) GitLab
10 1 (0.15%) JUnit
10 1 (0.15%) kappa
10 1 (0.15%) Octopus Deploy
10 1 (0.15%) Oracle Forms
10 1 (0.15%) SpecFlow
10 1 (0.15%) Terragrunt
10 1 (0.15%) Toad
General
1 215 (31.43%) Finance
2 159 (23.25%) Social Skills
3 106 (15.50%) Analytical Skills
4 83 (12.13%) Front Office
5 51 (7.46%) Law
6 46 (6.73%) Banking
7 31 (4.53%) Public Sector
8 30 (4.39%) Marketing
9 23 (3.36%) Inclusion and Diversity
10 22 (3.22%) Retail
11 15 (2.19%) Advertising
11 15 (2.19%) Legal
12 13 (1.90%) Telecoms
13 10 (1.46%) Manufacturing
14 7 (1.02%) Electronics
15 6 (0.88%) Automotive
16 5 (0.73%) Influencing Skills
16 5 (0.73%) Tech for Good
17 4 (0.58%) Financial Institution
18 3 (0.44%) Health Technology
Libraries, Frameworks & Software Standards
1 178 (26.02%) PySpark
2 113 (16.52%) Kafka
3 63 (9.21%) J2EE
4 22 (3.22%) Pandas
5 21 (3.07%) .NET
6 19 (2.78%) NumPy
7 15 (2.19%) ARM Templates
8 14 (2.05%) SciPy
9 12 (1.75%) REST
10 11 (1.61%) JSON
11 10 (1.46%) pytest
12 9 (1.32%) Spark Streaming
12 9 (1.32%) XML
13 7 (1.02%) HTML
14 6 (0.88%) PyArrow
14 6 (0.88%) RESTful
15 5 (0.73%) Dask
15 5 (0.73%) OAuth
15 5 (0.73%) Spring
15 5 (0.73%) Spring Boot
Miscellaneous
1 35 (5.12%) Product Ownership
2 22 (3.22%) Cloud Native
3 16 (2.34%) Data Structures
4 13 (1.90%) Legacy Systems
5 12 (1.75%) Equities
5 12 (1.75%) Fixed Income
6 10 (1.46%) Greenfield Project
7 9 (1.32%) Algorithms
7 9 (1.32%) Management Information System
8 8 (1.17%) Distributed Computing
8 8 (1.17%) Fibre Optics
8 8 (1.17%) Replication
9 7 (1.02%) Distributed Systems
10 6 (0.88%) Public Cloud
11 5 (0.73%) Data Fabric
11 5 (0.73%) Distributed Applications
11 5 (0.73%) Driving Licence
11 5 (0.73%) Reference Data
12 4 (0.58%) Analytical Mindset
12 4 (0.58%) CCTV
Operating Systems
1 16 (2.34%) Linux
2 13 (1.90%) Unix
3 3 (0.44%) Windows
4 2 (0.29%) Ubuntu
5 1 (0.15%) Windows Server
Processes & Methodologies
1 360 (52.63%) Data Engineering
2 296 (43.27%) ETL
3 251 (36.70%) Data Pipeline
4 237 (34.65%) Analytics
5 215 (31.43%) Data Modelling
6 213 (31.14%) CI/CD
7 206 (30.12%) Agile
8 193 (28.22%) DevOps
9 190 (27.78%) Business Intelligence
10 170 (24.85%) Problem-Solving
11 146 (21.35%) Software Engineering
12 114 (16.67%) Data Science
13 103 (15.06%) Mentoring
14 100 (14.62%) Visualisation
15 91 (13.30%) Artificial Intelligence
16 83 (12.13%) Asset Management
17 82 (11.99%) Machine Learning
18 81 (11.84%) Data Governance
19 76 (11.11%) Open Source
20 75 (10.96%) Decision-Making
Programming Languages
1 487 (71.20%) Python
2 422 (61.70%) SQL
3 149 (21.78%) Java
4 69 (10.09%) Scala
5 65 (9.50%) Go
6 49 (7.16%) C#
7 38 (5.56%) T-SQL
8 32 (4.68%) Data Analysis Expressions
9 24 (3.51%) PowerShell
10 21 (3.07%) R
11 12 (1.75%) SPARQL
12 11 (1.61%) C++
13 10 (1.46%) JavaScript
14 6 (0.88%) TypeScript
15 5 (0.73%) Bash
15 5 (0.73%) MATLAB
15 5 (0.73%) PL/SQL
15 5 (0.73%) Shell Script
16 4 (0.58%) Bicep
17 3 (0.44%) Cypher
Qualifications
1 120 (17.54%) Degree
2 41 (5.99%) Computer Science Degree
2 41 (5.99%) Security Cleared
3 35 (5.12%) Azure Certification
3 35 (5.12%) SC Cleared
4 28 (4.09%) Master's Degree
5 12 (1.75%) AWS Certification
6 10 (1.46%) DBS Check
7 7 (1.02%) DV Cleared
8 6 (0.88%) SnowPro
9 5 (0.73%) Microsoft Certification
10 4 (0.58%) CISSP
10 4 (0.58%) PhD
11 3 (0.44%) (ISC)2 CCSP
11 3 (0.44%) CCSK
11 3 (0.44%) CCSP
11 3 (0.44%) Cisco Certification
11 3 (0.44%) HND
12 2 (0.29%) BPSS Clearance
12 2 (0.29%) HNC
Quality Assurance & Compliance
1 143 (20.91%) Data Quality
2 23 (3.36%) GDPR
3 18 (2.63%) Accessibility
4 12 (1.75%) QA
5 8 (1.17%) ISO/IEC 27001
6 3 (0.44%) SOC 2
7 2 (0.29%) Dublin Core
8 1 (0.15%) Cyber Essentials
8 1 (0.15%) Cyber Essentials PLUS
8 1 (0.15%) HIPAA
8 1 (0.15%) NIST
System Software
1 118 (17.25%) Docker
2 10 (1.46%) HDFS
3 6 (0.88%) Apache Flume
4 2 (0.29%) Active Directory
4 2 (0.29%) Virtual Machines
Systems Management
1 139 (20.32%) Terraform
2 117 (17.11%) Kubernetes
3 9 (1.32%) Oozie
4 6 (0.88%) Ansible
5 3 (0.44%) CASB
5 3 (0.44%) Microsoft Intune
6 2 (0.29%) Grafana
6 2 (0.29%) Hadoop YARN
6 2 (0.29%) Prometheus
7 1 (0.15%) Kibana
7 1 (0.15%) logstash
Vendors
1 201 (29.39%) Databricks
2 103 (15.06%) Microsoft
3 41 (5.99%) Google
4 22 (3.22%) Informatica
4 22 (3.22%) Oracle
5 16 (2.34%) SAP
6 10 (1.46%) Cloudera
7 9 (1.32%) Palantir
7 9 (1.32%) PayPal
7 9 (1.32%) Talend
8 8 (1.17%) Red Hat
9 7 (1.02%) Cognos
10 5 (0.73%) Vertica
11 4 (0.58%) Splunk
12 3 (0.44%) Refinitiv
12 3 (0.44%) Salesforce
12 3 (0.44%) Symantec
12 3 (0.44%) Zscaler
13 2 (0.29%) Dataiku
13 2 (0.29%) Salesforce Marketing Cloud