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 19 June 2025.

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

6 months to
19 Jun 2025
Same period 2024 Same period 2023
Rank 265 149 173
Rank change year-on-year -116 +24 -10
Permanent jobs requiring a Data Engineer 671 2,038 1,916
As % of all permanent jobs advertised in the UK 1.20% 1.83% 2.09%
As % of the Job Titles category 1.33% 1.93% 2.29%
Number of salaries quoted 519 1,358 1,557
10th Percentile £46,250 £35,000 £46,250
25th Percentile £55,000 £47,500 £56,250
Median annual salary (50th Percentile) £70,000 £65,000 £70,000
Median % change year-on-year +7.69% -7.14% -
75th Percentile £95,000 £84,875 £92,500
90th Percentile £115,000 £100,000 £120,000
UK excluding London median annual salary £62,500 £57,500 £62,000
% change year-on-year +8.70% -7.26% +1.64%

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 50,413 105,630 83,521
% of permanent jobs with a recognized job title 89.88% 94.81% 91.17%
Number of salaries quoted 26,637 74,686 54,530
10th Percentile £27,500 £28,500 £32,500
25th Percentile £39,000 £38,734 £45,000
Median annual salary (50th Percentile) £55,000 £52,500 £60,000
Median % change year-on-year +4.76% -12.50% -
75th Percentile £73,750 £70,000 £80,000
90th Percentile £95,000 £90,000 £100,000
UK excluding London median annual salary £50,055 £50,000 £53,500
% change year-on-year +0.11% -6.54% +7.00%

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 19 June 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 19 June 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 -95 638 £72,500 +11.54% 2,544
London +8 365 £90,000 +20.00% 1,182
UK excluding London -169 279 £62,500 +8.70% 1,554
Work from Home -68 269 £75,000 +15.38% 1,169
North of England -133 103 £60,000 +0.42% 440
South East -23 56 £70,000 +43.59% 334
North West -144 50 £61,938 +3.23% 218
Yorkshire +9 48 £60,000 +17.65% 159
Midlands -11 47 £60,000 +6.19% 206
South West -1 33 £55,000 -8.33% 218
East Midlands +38 27 £65,000 +36.84% 95
East of England -5 26 £66,253 +20.46% 154
West Midlands -30 20 £58,250 +1.30% 111
Scotland -72 12 £52,500 -21.05% 135
North East -5 7 £62,500 -15.25% 63
Wales +30 2 £43,062 -6.65% 43
Northern Ireland +29 1 - - 28

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

For the 6 months to 19 June 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.

1 484 (72.13%) Python
2 424 (63.19%) SQL
3 354 (52.76%) Data Engineering
4 347 (51.71%) Azure
5 310 (46.20%) ETL
6 284 (42.32%) AWS
7 258 (38.45%) Data Pipeline
8 222 (33.08%) Analytics
9 212 (31.59%) Finance
10 208 (31.00%) Data Modelling
11 201 (29.96%) Data Warehouse
12 199 (29.66%) Agile
13 194 (28.91%) CI/CD
14 188 (28.02%) Databricks
15 180 (26.83%) Business Intelligence
16 175 (26.08%) DevOps
17 166 (24.74%) Problem-Solving
18 163 (24.29%) PySpark
19 152 (22.65%) Social Skills
20 150 (22.35%) Azure Data Factory
21 148 (22.06%) Power Platform
22 143 (21.31%) Power BI
23 139 (20.72%) Data Quality
24 138 (20.57%) Java
25 135 (20.12%) Software Engineering
26 133 (19.82%) Terraform
27 128 (19.08%) Apache Spark
28 127 (18.93%) Data Science
29 119 (17.73%) Apache Airflow
30 112 (16.69%) 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
1 128 (19.08%) Apache Spark
2 119 (17.73%) Apache Airflow
3 99 (14.75%) Apache
4 7 (1.04%) SAS
5 6 (0.89%) Confluence
5 6 (0.89%) Luigi
6 5 (0.75%) SharePoint
7 4 (0.60%) Apache Pulsar
8 1 (0.15%) Appian
8 1 (0.15%) GeoServer
8 1 (0.15%) Oracle Application Server
Applications
1 8 (1.19%) Chatbot
1 8 (1.19%) Microsoft Excel
2 4 (0.60%) SPSS
3 2 (0.30%) Microsoft Office
3 2 (0.30%) Spreadsheet
Business Applications
1 2 (0.30%) Refinitiv Enterprise Platform
2 1 (0.15%) Aladdin
2 1 (0.15%) Loan IQ
2 1 (0.15%) Oracle ERP
2 1 (0.15%) SAP FI
Cloud Services
1 347 (51.71%) Azure
2 284 (42.32%) AWS
3 150 (22.35%) Azure Data Factory
4 148 (22.06%) Power Platform
5 112 (16.69%) Serverless
6 108 (16.10%) dbt
7 105 (15.65%) GCP
8 102 (15.20%) Snowflake
9 93 (13.86%) AWS Lambda
10 84 (12.52%) Azure Synapse Analytics
11 65 (9.69%) Amazon S3
12 54 (8.05%) OpenShift
13 53 (7.90%) Azure DevOps
14 52 (7.75%) Amazon ECS
15 20 (2.98%) Azure Logic Apps
16 19 (2.83%) Amazon EC2
16 19 (2.83%) SaaS
17 17 (2.53%) Azure Functions
17 17 (2.53%) GitHub
18 15 (2.24%) Power Automate
Communications & Networking
1 5 (0.75%) Internet
2 4 (0.60%) Structured Cabling
3 3 (0.45%) PuTTY
4 2 (0.30%) Multicast
4 2 (0.30%) Network Security
Database & Business Intelligence
1 201 (29.96%) Data Warehouse
2 143 (21.31%) Power BI
3 112 (16.69%) Data Lake
4 86 (12.82%) Amazon Athena
5 68 (10.13%) Apache Iceberg
6 63 (9.39%) SQL Server
7 57 (8.49%) Dremio
8 53 (7.90%) Amazon Redshift
9 51 (7.60%) Big Data
10 48 (7.15%) Apache Arrow
10 48 (7.15%) Apache Ignite
11 43 (6.41%) Tableau
12 40 (5.96%) BigQuery
13 33 (4.92%) Hadoop
13 33 (4.92%) SQL Server Integration Services
14 32 (4.77%) NoSQL
15 30 (4.47%) Relational Database
16 26 (3.87%) Azure SQL Database
17 25 (3.73%) MySQL
18 21 (3.13%) PostgreSQL
Development Applications
1 49 (7.30%) Artifactory
2 31 (4.62%) Git
3 18 (2.68%) Jenkins
4 7 (1.04%) Bitbucket
5 6 (0.89%) JIRA
5 6 (0.89%) Visual Studio
6 5 (0.75%) CircleCI
6 5 (0.75%) Spinnaker
7 4 (0.60%) Terragrunt
8 3 (0.45%) MLflow
9 1 (0.15%) ERwin
9 1 (0.15%) JUnit
9 1 (0.15%) kappa
9 1 (0.15%) Mercurial
9 1 (0.15%) Octopus Deploy
9 1 (0.15%) Oracle Forms
9 1 (0.15%) Selenium
9 1 (0.15%) SpecFlow
9 1 (0.15%) SQL Server Management Studio (SSMS)
9 1 (0.15%) Toad
General
1 212 (31.59%) Finance
2 152 (22.65%) Social Skills
3 107 (15.95%) Analytical Skills
4 67 (9.99%) Law
5 63 (9.39%) Front Office
6 44 (6.56%) Banking
7 43 (6.41%) Marketing
8 41 (6.11%) Public Sector
9 38 (5.66%) Inclusion and Diversity
10 22 (3.28%) Retail
11 15 (2.24%) Advertising
11 15 (2.24%) Legal
12 12 (1.79%) Telecoms
13 9 (1.34%) Manufacturing
14 8 (1.19%) Electronics
15 5 (0.75%) Tech for Good
16 4 (0.60%) Automotive
16 4 (0.60%) Financial Institution
16 4 (0.60%) Influencing Skills
16 4 (0.60%) Music Industry
Libraries, Frameworks & Software Standards
1 163 (24.29%) PySpark
2 102 (15.20%) Kafka
3 48 (7.15%) J2EE
4 19 (2.83%) .NET
5 16 (2.38%) Pandas
6 15 (2.24%) ARM Templates
7 11 (1.64%) JSON
7 11 (1.64%) NumPy
8 10 (1.49%) pytest
8 10 (1.49%) REST
9 9 (1.34%) RESTful
9 9 (1.34%) Spark Streaming
9 9 (1.34%) XML
10 8 (1.19%) SciPy
11 6 (0.89%) Apache NiFi
11 6 (0.89%) HTML
11 6 (0.89%) PyArrow
11 6 (0.89%) RabbitMQ
12 5 (0.75%) Dask
12 5 (0.75%) Great Expectations
Miscellaneous
1 27 (4.02%) Product Ownership
2 25 (3.73%) Data Structures
3 22 (3.28%) Cloud Native
4 16 (2.38%) Legacy Systems
5 10 (1.49%) Greenfield Project
6 9 (1.34%) Algorithms
6 9 (1.34%) Distributed Systems
6 9 (1.34%) Equities
7 8 (1.19%) Fixed Income
7 8 (1.19%) Replication
8 7 (1.04%) Reference Data
9 6 (0.89%) Fibre Optics
9 6 (0.89%) Management Information System
10 5 (0.75%) Data Fabric
10 5 (0.75%) Distributed Applications
10 5 (0.75%) Distributed Computing
11 4 (0.60%) CCTV
11 4 (0.60%) IoT
11 4 (0.60%) Mobile Banking
12 3 (0.45%) Hedge funds
Operating Systems
1 12 (1.79%) Unix
2 11 (1.64%) Linux
3 1 (0.15%) Windows
3 1 (0.15%) Windows Server
Processes & Methodologies
1 354 (52.76%) Data Engineering
2 310 (46.20%) ETL
3 258 (38.45%) Data Pipeline
4 222 (33.08%) Analytics
5 208 (31.00%) Data Modelling
6 199 (29.66%) Agile
7 194 (28.91%) CI/CD
8 180 (26.83%) Business Intelligence
9 175 (26.08%) DevOps
10 166 (24.74%) Problem-Solving
11 135 (20.12%) Software Engineering
12 127 (18.93%) Data Science
13 110 (16.39%) Mentoring
14 98 (14.61%) Artificial Intelligence
15 96 (14.31%) Visualisation
16 80 (11.92%) Data Governance
17 73 (10.88%) Machine Learning
18 68 (10.13%) Computer Science
18 68 (10.13%) Data Transformation
19 66 (9.84%) Decision-Making
Programming Languages
1 484 (72.13%) Python
2 424 (63.19%) SQL
3 138 (20.57%) Java
4 62 (9.24%) Scala
5 50 (7.45%) Go
6 45 (6.71%) C#
7 34 (5.07%) T-SQL
8 28 (4.17%) Data Analysis Expressions
9 25 (3.73%) R
10 17 (2.53%) PowerShell
11 14 (2.09%) C++
12 12 (1.79%) JavaScript
12 12 (1.79%) SPARQL
13 10 (1.49%) TypeScript
14 6 (0.89%) Bash
15 5 (0.75%) Shell Script
16 4 (0.60%) Bicep
16 4 (0.60%) Kotlin
16 4 (0.60%) MATLAB
17 3 (0.45%) Cypher
Qualifications
1 105 (15.65%) Degree
2 46 (6.86%) Computer Science Degree
3 40 (5.96%) Security Cleared
4 35 (5.22%) SC Cleared
5 31 (4.62%) Azure Certification
6 27 (4.02%) Master's Degree
7 14 (2.09%) AWS Certification
8 9 (1.34%) DBS Check
9 8 (1.19%) SnowPro
10 6 (0.89%) DV Cleared
10 6 (0.89%) Microsoft Certification
11 4 (0.60%) CISSP
12 3 (0.45%) (ISC)2 CCSP
12 3 (0.45%) CCSK
12 3 (0.45%) CCSP
12 3 (0.45%) Cisco Certification
13 2 (0.30%) PhD
14 1 (0.15%) Numerate Degree
14 1 (0.15%) NVQ Level 3
14 1 (0.15%) Six Sigma Yellow Belt
Quality Assurance & Compliance
1 139 (20.72%) Data Quality
2 26 (3.87%) GDPR
3 17 (2.53%) Accessibility
3 17 (2.53%) QA
4 9 (1.34%) ISO/IEC 27001
5 4 (0.60%) NIST
6 3 (0.45%) SOC 2
7 2 (0.30%) Dublin Core
7 2 (0.30%) GAAP
7 2 (0.30%) GRC
7 2 (0.30%) IFRS
7 2 (0.30%) IFRS 17
7 2 (0.30%) Solvency II
8 1 (0.15%) Cyber Essentials
8 1 (0.15%) Cyber Essentials PLUS
8 1 (0.15%) HIPAA
System Software
1 111 (16.54%) Docker
2 12 (1.79%) HDFS
3 8 (1.19%) Apache Flume
4 2 (0.30%) Active Directory
4 2 (0.30%) Virtual Machines
Systems Management
1 133 (19.82%) Terraform
2 109 (16.24%) Kubernetes
3 8 (1.19%) Ansible
3 8 (1.19%) Oozie
4 5 (0.75%) Grafana
4 5 (0.75%) Prometheus
5 3 (0.45%) CASB
5 3 (0.45%) Kibana
5 3 (0.45%) logstash
5 3 (0.45%) Microsoft Intune
6 2 (0.30%) Hadoop YARN
Vendors
1 188 (28.02%) Databricks
2 99 (14.75%) Microsoft
3 41 (6.11%) Google
4 25 (3.73%) Informatica
5 22 (3.28%) Oracle
6 20 (2.98%) SAP
7 17 (2.53%) Palantir
8 12 (1.79%) Talend
9 11 (1.64%) Cloudera
10 9 (1.34%) Cognos
10 9 (1.34%) Foundry
11 8 (1.19%) PayPal
12 7 (1.04%) Splunk
13 6 (0.89%) Red Hat
14 4 (0.60%) MicroStrategy
14 4 (0.60%) Vertica
15 3 (0.45%) Refinitiv
15 3 (0.45%) Salesforce
15 3 (0.45%) Symantec
15 3 (0.45%) Zscaler