Data Engineer Job Trends in England

Data Engineer
UK > England

The median Data Engineer salary in England is £70,000 per year, according to job vacancies posted during the 6 months leading to 22 November 2025.

The table below compares current salary benchmarking and summary statistics with the previous two years.

6 months to
22 Nov 2025
Same period 2024 Same period 2023
Rank 191 190 137
Rank change year-on-year -1 -53 +40
Permanent jobs requiring a Data Engineer 671 903 1,155
As % of all permanent jobs in England 1.45% 1.47% 2.47%
As % of the Job Titles category 1.60% 1.56% 2.59%
Number of salaries quoted 497 725 904
10th Percentile £46,250 £40,100 £45,000
25th Percentile £57,500 £52,500 £52,500
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
75th Percentile £85,000 £92,500 £87,500
90th Percentile £95,500 £110,000 £100,000
UK median annual salary £70,000 £70,000 £70,000

All Permanent IT Job Vacancies
England

For comparison with the information above, the following table provides summary statistics for all permanent IT job vacancies in England. 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 England with a recognized job title 41,993 57,862 44,541
% of permanent jobs with a recognized job title 90.64% 94.39% 95.31%
Number of salaries quoted 27,075 32,736 34,532
10th Percentile £28,250 £31,750 £32,000
25th Percentile £35,750 £42,500 £43,750
Median annual salary (50th Percentile) £54,500 £57,500 £60,000
Median % change year-on-year -5.22% -4.17% -
75th Percentile £75,000 £77,000 £80,000
90th Percentile £93,750 £95,000 £100,000
UK median annual salary £53,500 £57,500 £60,000
% change year-on-year -6.96% -4.17% -

Data Engineer
Job Vacancy Trend in England

Historical trend showing the proportion of permanent IT job postings featuring 'Data Engineer' in the job title relative to all permanent IT jobs advertised in England.

Data Engineer job vacancy trend in England

Data Engineer
Salary Trend in England

Salary distribution trend for Data Engineer job vacancies in England.

Salary distribution trend for Data Engineer job vacancies in England

Data Engineer
Salary Histogram in England

Salary distribution for jobs citing Data Engineer in England over the 6 months to 22 November 2025.

Salary histogram for Data Engineer in England

Data Engineer
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Engineer within the England region over the 6 months to 22 November 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
London +23 323 £80,000 -5.88% 402
North of England -7 128 £65,000 - 67
Midlands +83 104 £65,000 +18.18% 57
West Midlands +58 75 £62,500 +13.64% 49
North West 0 65 £60,000 -7.69% 37
Yorkshire +3 51 £67,500 +8.00% 21
South East -15 50 £60,000 +0.84% 106
South West +10 41 £72,500 +26.09% 29
East Midlands +45 29 £67,500 +22.73% 8
East of England +3 13 £52,500 +31.25% 24
North East -1 12 £67,500 -8.47% 9
Data Engineer
UK

Data Engineer Skill Set
Top 30 Co-Occurring Skills & Capabilities in England

For the 6 months to 22 November 2025, Data Engineer job roles required the following skills and capabilities in order of popularity. The figures indicate the absolute number of co-occurrences and as a proportion of all permanent job ads across the England region featuring Data Engineer in the job title.

1 452 (67.36%) SQL
2 439 (65.42%) Python
3 347 (51.71%) Data Engineering
4 339 (50.52%) Azure
5 305 (45.45%) Data Pipeline
6 301 (44.86%) ETL
7 244 (36.36%) Analytics
8 229 (34.13%) Data Modelling
9 224 (33.38%) Data Warehouse
10 202 (30.10%) AWS
11 183 (27.27%) CI/CD
11 183 (27.27%) Databricks
12 173 (25.78%) Business Intelligence
13 158 (23.55%) Power Platform
14 153 (22.80%) Power BI
15 148 (22.06%) Agile
16 134 (19.97%) Problem-Solving
17 132 (19.67%) DevOps
18 130 (19.37%) Microsoft
19 125 (18.63%) Mentoring
20 124 (18.48%) AI
21 117 (17.44%) Azure Data Factory
22 112 (16.69%) Decision-Making
23 111 (16.54%) Data Science
24 108 (16.10%) Data Quality
25 107 (15.95%) Data Lake
26 101 (15.05%) Data Governance
27 100 (14.90%) SQL Server
28 96 (14.31%) Machine Learning
29 83 (12.37%) GCP

Data Engineer Skill Set
Co-Occurring Skills & Capabilities in England by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 78 (11.62%) Apache Spark
2 56 (8.35%) Apache Airflow
3 40 (5.96%) Apache
4 11 (1.64%) SAS
5 3 (0.45%) Apache Pulsar
5 3 (0.45%) Confluence
5 3 (0.45%) Luigi
6 2 (0.30%) GeoServer
7 1 (0.15%) Apache Solr
7 1 (0.15%) Apache Superset
7 1 (0.15%) Appian
7 1 (0.15%) ArcGIS
7 1 (0.15%) IIS
7 1 (0.15%) Oracle SOA Suite
7 1 (0.15%) Oracle Workflow
Applications
1 7 (1.04%) Microsoft Excel
2 5 (0.75%) Microsoft Office
3 2 (0.30%) Microsoft PowerPoint
3 2 (0.30%) Spreadsheet
4 1 (0.15%) Notion
Business Applications
1 2 (0.30%) Aladdin
2 1 (0.15%) Loan IQ
2 1 (0.15%) Oracle BPM
2 1 (0.15%) SAP ERP
2 1 (0.15%) SimCorp Dimension
Cloud Services
1 339 (50.52%) Azure
2 202 (30.10%) AWS
3 158 (23.55%) Power Platform
4 117 (17.44%) Azure Data Factory
5 83 (12.37%) GCP
6 79 (11.77%) Snowflake
7 77 (11.48%) Azure Synapse Analytics
8 57 (8.49%) Serverless
9 53 (7.90%) Azure DevOps
10 52 (7.75%) Amazon S3
10 52 (7.75%) dbt
11 45 (6.71%) AWS Lambda
12 36 (5.37%) SaaS
13 23 (3.43%) AWS Step Functions
14 22 (3.28%) GitHub
15 17 (2.53%) Microsoft Purview
16 16 (2.38%) Fivetran
17 15 (2.24%) Amazon EC2
18 14 (2.09%) AWS CloudFormation
18 14 (2.09%) Matillion
Communications & Networking
1 32 (4.77%) Structured Cabling
2 30 (4.47%) Wi-Fi
3 3 (0.45%) Kerberos
4 2 (0.30%) PuTTY
5 1 (0.15%) DAB
Database & Business Intelligence
1 224 (33.38%) Data Warehouse
2 153 (22.80%) Power BI
3 107 (15.95%) Data Lake
4 100 (14.90%) SQL Server
5 51 (7.60%) Amazon Redshift
6 49 (7.30%) Big Data
7 43 (6.41%) Metadata
8 38 (5.66%) SQL Server Integration Services
9 37 (5.51%) Hadoop
10 34 (5.07%) Azure SQL Database
11 32 (4.77%) Delta Lake
11 32 (4.77%) NoSQL
12 30 (4.47%) PostgreSQL
12 30 (4.47%) SQL Server Reporting Services
13 27 (4.02%) Relational Database
14 26 (3.87%) Tableau
15 23 (3.43%) MySQL
16 22 (3.28%) Amazon RDS
16 22 (3.28%) SQL Server Analysis Services
17 20 (2.98%) Amazon Athena
Development Applications
1 36 (5.37%) Git
2 13 (1.94%) JIRA
3 11 (1.64%) Jenkins
4 4 (0.60%) GitLab
5 3 (0.45%) MLflow
5 3 (0.45%) Spinnaker
5 3 (0.45%) Terragrunt
6 2 (0.30%) CircleCI
6 2 (0.30%) Selenium
7 1 (0.15%) Bitbucket
7 1 (0.15%) Deequ
7 1 (0.15%) LabVIEW
7 1 (0.15%) SQL Server Management Studio (SSMS)
General
1 170 (25.34%) Finance
2 149 (22.21%) Social Skills
3 85 (12.67%) Analytical Skills
4 50 (7.45%) Retail
5 46 (6.86%) Legal
6 45 (6.71%) Law
7 40 (5.96%) Marketing
8 32 (4.77%) Inclusion and Diversity
9 31 (4.62%) Public Sector
10 18 (2.68%) Manufacturing
11 16 (2.38%) Banking
12 12 (1.79%) Influencing Skills
13 11 (1.64%) Financial Institution
14 9 (1.34%) Tech for Good
15 8 (1.19%) Front Office
16 7 (1.04%) Games
17 6 (0.89%) Automotive
18 5 (0.75%) Aerospace
18 5 (0.75%) Telecoms
19 4 (0.60%) Electronics
Libraries, Frameworks & Software Standards
1 80 (11.92%) PySpark
2 51 (7.60%) Kafka
3 13 (1.94%) XML
4 12 (1.79%) JSON
5 10 (1.49%) Pandas
5 10 (1.49%) REST
5 10 (1.49%) Spark Streaming
6 8 (1.19%) .NET
6 8 (1.19%) boto
6 8 (1.19%) React
7 7 (1.04%) PyTorch
7 7 (1.04%) TensorFlow
8 6 (0.89%) Apache NiFi
8 6 (0.89%) AWS CDK
8 6 (0.89%) LangChain
8 6 (0.89%) RabbitMQ
9 5 (0.75%) Django
9 5 (0.75%) HTML
9 5 (0.75%) Snowpark
10 4 (0.60%) ADO
Miscellaneous
1 31 (4.62%) Onboarding
2 30 (4.47%) Driving Licence
3 27 (4.02%) Cloud Native
4 25 (3.73%) Distributed Systems
4 25 (3.73%) Greenfield Project
5 24 (3.58%) Data Structures
6 20 (2.98%) Legacy Systems
7 12 (1.79%) e-Learning
8 9 (1.34%) Algorithms
9 6 (0.89%) Distributed Computing
9 6 (0.89%) Product Ownership
9 6 (0.89%) Reference Data
10 5 (0.75%) Analytical Mindset
10 5 (0.75%) Equities
10 5 (0.75%) Low-Code
11 4 (0.60%) Hedge funds
11 4 (0.60%) Hybrid Cloud
11 4 (0.60%) IoT
11 4 (0.60%) Management Information System
11 4 (0.60%) Virtual Team
Operating Systems
1 8 (1.19%) Unix
2 4 (0.60%) Linux
3 1 (0.15%) Red Hat Enterprise Linux
3 1 (0.15%) Windows
Processes & Methodologies
1 347 (51.71%) Data Engineering
2 305 (45.45%) Data Pipeline
3 301 (44.86%) ETL
4 244 (36.36%) Analytics
5 229 (34.13%) Data Modelling
6 183 (27.27%) CI/CD
7 173 (25.78%) Business Intelligence
8 148 (22.06%) Agile
9 134 (19.97%) Problem-Solving
10 132 (19.67%) DevOps
11 125 (18.63%) Mentoring
12 124 (18.48%) AI
13 112 (16.69%) Decision-Making
14 111 (16.54%) Data Science
15 101 (15.05%) Data Governance
16 96 (14.31%) Machine Learning
17 72 (10.73%) Data Architecture
18 65 (9.69%) Migration
19 58 (8.64%) Visualisation
20 57 (8.49%) Data Integration
Programming Languages
1 452 (67.36%) SQL
2 439 (65.42%) Python
3 61 (9.09%) Java
4 50 (7.45%) Scala
5 42 (6.26%) T-SQL
6 21 (3.13%) C#
7 19 (2.83%) Data Analysis Expressions
8 16 (2.38%) R
9 14 (2.09%) TypeScript
10 10 (1.49%) PowerShell
11 9 (1.34%) Bash
11 9 (1.34%) JavaScript
12 7 (1.04%) C++
12 7 (1.04%) PL/SQL
13 5 (0.75%) Bicep
14 3 (0.45%) Fortran
14 3 (0.45%) Kotlin
14 3 (0.45%) Ruby
15 2 (0.30%) PHP
15 2 (0.30%) PROC SQL
Qualifications
1 70 (10.43%) Security Cleared
2 52 (7.75%) Degree
3 30 (4.47%) SC Cleared
4 20 (2.98%) Computer Science Degree
5 18 (2.68%) Microsoft Certification
6 13 (1.94%) AWS Certification
6 13 (1.94%) Azure Certification
7 12 (1.79%) CISSP
7 12 (1.79%) MCSE
7 12 (1.79%) OCP
7 12 (1.79%) Oracle Certification
8 11 (1.64%) SnowPro
9 10 (1.49%) DV Cleared
10 7 (1.04%) Master's Degree
11 4 (0.60%) BPSS Clearance
11 4 (0.60%) ISTQB
12 1 (0.15%) HNC
12 1 (0.15%) HND
12 1 (0.15%) PhD
12 1 (0.15%) Six Sigma Yellow Belt
Quality Assurance & Compliance
1 108 (16.10%) Data Quality
2 43 (6.41%) GDPR
3 11 (1.64%) QA
4 8 (1.19%) Accessibility
5 6 (0.89%) ISO/IEC 27001
6 3 (0.45%) NIST
6 3 (0.45%) SLA
7 2 (0.30%) GAAP
7 2 (0.30%) GRC
7 2 (0.30%) HIPAA
7 2 (0.30%) IFRS
7 2 (0.30%) IFRS 17
7 2 (0.30%) Solvency II
8 1 (0.15%) California Consumer Privacy Act
8 1 (0.15%) ISO 19650
System Software
1 53 (7.90%) Docker
2 11 (1.64%) HDFS
3 3 (0.45%) Active Directory
4 2 (0.30%) Apache Flume
5 1 (0.15%) Apache ZooKeeper
Systems Management
1 51 (7.60%) Terraform
2 42 (6.26%) Kubernetes
3 9 (1.34%) Ansible
4 5 (0.75%) Grafana
5 3 (0.45%) Argo
5 3 (0.45%) Kibana
5 3 (0.45%) Prometheus
5 3 (0.45%) Puppet
6 2 (0.30%) logstash
6 2 (0.30%) Oozie
6 2 (0.30%) Progress Chef
7 1 (0.15%) Ambari
7 1 (0.15%) ZABBIX
Vendors
1 183 (27.27%) Databricks
2 130 (19.37%) Microsoft
3 39 (5.81%) Oracle
4 15 (2.24%) Palantir
5 14 (2.09%) Informatica
6 11 (1.64%) Google
6 11 (1.64%) SAP
7 10 (1.49%) Foundry
7 10 (1.49%) Talend
8 8 (1.19%) Dataiku
9 7 (1.04%) Cloudera
10 4 (0.60%) Dell
10 4 (0.60%) OpenAI
10 4 (0.60%) Splunk
11 3 (0.45%) Alteryx
11 3 (0.45%) IBM
11 3 (0.45%) Red Hat
12 2 (0.30%) Bloomberg
12 2 (0.30%) MicroStrategy
13 1 (0.15%) NetApp