Data Engineer Job Trends in England

Data Engineer
UK > England

The median Data Engineer salary in England is £67,500 per year, according to job vacancies posted during the 6 months leading to 22 January 2026.

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

6 months to
22 Jan 2026
Same period 2025 Same period 2024
Rank 159 201 132
Rank change year-on-year +42 -69 +17
Permanent jobs requiring a Data Engineer 823 742 1,315
As % of all permanent jobs in England 1.51% 1.55% 2.37%
As % of the Job Titles category 1.66% 1.68% 2.49%
Number of salaries quoted 618 573 998
10th Percentile £46,000 £45,000 £40,000
25th Percentile £56,250 £53,000 £48,000
Median annual salary (50th Percentile) £67,500 £70,000 £65,000
Median % change year-on-year -3.57% +7.69% -7.14%
75th Percentile £85,000 £92,500 £85,000
90th Percentile £100,000 £115,000 £100,000
UK median annual salary £67,500 £70,000 £65,000
% change year-on-year -3.57% +7.69% -7.14%

All Permanent IT Job Roles
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 49,569 44,148 52,848
% of permanent jobs with a recognized job title 90.99% 92.27% 95.08%
Number of salaries quoted 31,460 23,079 41,799
10th Percentile £28,750 £33,500 £30,000
25th Percentile £37,500 £45,000 £40,988
Median annual salary (50th Percentile) £55,000 £60,000 £56,525
Median % change year-on-year -8.33% +6.15% -9.56%
75th Percentile £75,000 £80,000 £76,250
90th Percentile £95,000 £100,000 £95,000
UK median annual salary £55,000 £60,000 £55,000
% change year-on-year -8.33% +9.09% -8.33%

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 January 2026.

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 January 2026. 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 +28 363 £82,500 -2.94% 156
North of England +38 133 £65,000 +4.00% 67
Midlands +60 120 £60,000 +9.09% 45
West Midlands +69 99 £60,000 +9.09% 31
South East +9 85 £65,000 - 150
North West +36 71 £62,500 +2.04% 39
South West +21 59 £65,000 +18.18% 45
Yorkshire -2 50 £65,000 +4.00% 18
East of England +38 47 £65,000 +18.18% 39
East Midlands -3 21 £65,000 +8.79% 14
North East +1 12 £66,250 -3.64% 12
Data Engineer
UK

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

For the 6 months to 22 January 2026, 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.

1 440 (53.46%) SQL
2 417 (50.67%) Python
3 377 (45.81%) Data Engineering
4 358 (43.50%) Data Pipeline
5 335 (40.70%) Azure
6 330 (40.10%) ETL
7 308 (37.42%) Analytics
8 235 (28.55%) Data Modelling
9 206 (25.03%) Data Warehouse
10 203 (24.67%) AWS
11 189 (22.96%) Databricks
12 184 (22.36%) CI/CD
13 183 (22.24%) Business Intelligence
14 147 (17.86%) Data Quality
14 147 (17.86%) Power Platform
15 144 (17.50%) Power BI
16 142 (17.25%) Agile
17 140 (17.01%) AI
18 131 (15.92%) Data Science
18 131 (15.92%) DevOps
19 129 (15.67%) Azure Data Factory
20 124 (15.07%) Data Governance
20 124 (15.07%) Data Lake
21 121 (14.70%) Problem-Solving
22 120 (14.58%) Decision-Making
22 120 (14.58%) Microsoft
23 119 (14.46%) Security Cleared
24 110 (13.37%) Mentoring
25 104 (12.64%) Machine Learning
26 92 (11.18%) SQL Server

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 75 (9.11%) Apache Spark
2 67 (8.14%) Apache Airflow
3 57 (6.93%) Apache
4 10 (1.22%) SAS
5 6 (0.73%) Confluence
6 3 (0.36%) Luigi
7 2 (0.24%) Apache Qpid
8 1 (0.12%) Apache Solr
8 1 (0.12%) Apache Superset
8 1 (0.12%) ArcGIS
8 1 (0.12%) GeoServer
8 1 (0.12%) IIS
8 1 (0.12%) Oracle Application Server
8 1 (0.12%) Oracle SOA Suite
Applications
1 7 (0.85%) Microsoft Excel
2 6 (0.73%) Microsoft Office
3 2 (0.24%) Chatbot
3 2 (0.24%) Microsoft PowerPoint
4 1 (0.12%) Notion
4 1 (0.12%) Spreadsheet
Business Applications
1 1 (0.12%) Aladdin
1 1 (0.12%) NetSuite
1 1 (0.12%) Oracle BPM
1 1 (0.12%) SAP ERP
1 1 (0.12%) SimCorp Dimension
Cloud Services
1 335 (40.70%) Azure
2 203 (24.67%) AWS
3 147 (17.86%) Power Platform
4 129 (15.67%) Azure Data Factory
5 85 (10.33%) GCP
6 81 (9.84%) Azure Synapse Analytics
7 78 (9.48%) Snowflake
8 61 (7.41%) Amazon S3
9 51 (6.20%) Azure DevOps
10 49 (5.95%) dbt
11 45 (5.47%) Serverless
12 38 (4.62%) AWS Lambda
13 34 (4.13%) SaaS
14 29 (3.52%) GitHub
15 22 (2.67%) AWS Step Functions
16 21 (2.55%) Amazon Kinesis
17 18 (2.19%) Microsoft Purview
18 17 (2.07%) Fivetran
19 15 (1.82%) Matillion
20 12 (1.46%) Amazon EMR
Communications & Networking
1 44 (5.35%) Structured Cabling
2 40 (4.86%) Wi-Fi
3 3 (0.36%) Broadband
3 3 (0.36%) Kerberos
4 1 (0.12%) DAB
4 1 (0.12%) LTE
4 1 (0.12%) Software-Defined Radio
4 1 (0.12%) Wireless
Database & Business Intelligence
1 206 (25.03%) Data Warehouse
2 144 (17.50%) Power BI
3 124 (15.07%) Data Lake
4 92 (11.18%) SQL Server
5 60 (7.29%) Metadata
6 58 (7.05%) Amazon Redshift
7 47 (5.71%) Big Data
8 41 (4.98%) Azure SQL Database
8 41 (4.98%) Delta Lake
9 40 (4.86%) SQL Server Integration Services
10 33 (4.01%) SQL Server Reporting Services
11 31 (3.77%) Hadoop
11 31 (3.77%) NoSQL
12 26 (3.16%) MySQL
12 26 (3.16%) Relational Database
12 26 (3.16%) Tableau
13 25 (3.04%) BigQuery
13 25 (3.04%) PostgreSQL
14 22 (2.67%) Amazon Athena
15 21 (2.55%) Apache Iceberg
Development Applications
1 53 (6.44%) Git
2 15 (1.82%) JIRA
3 11 (1.34%) Jenkins
4 7 (0.85%) MLflow
5 5 (0.61%) GitLab
6 4 (0.49%) LabVIEW
7 2 (0.24%) CircleCI
7 2 (0.24%) Deequ
7 2 (0.24%) TeamCity
8 1 (0.12%) Bitbucket
8 1 (0.12%) DBeaver
8 1 (0.12%) Robot Framework
8 1 (0.12%) Selenium
8 1 (0.12%) SQL Server Management Studio (SSMS)
General
1 177 (21.51%) Finance
2 133 (16.16%) Social Skills
3 74 (8.99%) Analytical Skills
4 49 (5.95%) Public Sector
5 46 (5.59%) Legal
6 28 (3.40%) Manufacturing
7 27 (3.28%) Retail
8 26 (3.16%) Law
9 25 (3.04%) Marketing
10 19 (2.31%) Inclusion and Diversity
11 18 (2.19%) Telecoms
12 17 (2.07%) Banking
13 13 (1.58%) Automotive
14 12 (1.46%) Influencing Skills
15 11 (1.34%) Financial Institution
16 9 (1.09%) Documentation Skills
17 8 (0.97%) Aerospace
18 7 (0.85%) Organisational Skills
19 6 (0.73%) Front Office
19 6 (0.73%) Tech for Good
Libraries, Frameworks & Software Standards
1 86 (10.45%) PySpark
2 52 (6.32%) Kafka
3 16 (1.94%) LangChain
4 14 (1.70%) PyTorch
5 13 (1.58%) Pandas
6 12 (1.46%) TensorFlow
7 10 (1.22%) Spark Streaming
7 10 (1.22%) XML
8 9 (1.09%) JSON
8 9 (1.09%) REST
9 8 (0.97%) boto
9 8 (0.97%) HTML
10 6 (0.73%) Apache NiFi
11 5 (0.61%) NumPy
11 5 (0.61%) pytest
11 5 (0.61%) scikit-learn
11 5 (0.61%) Snowpark
12 4 (0.49%) CSS
12 4 (0.49%) Node.js
12 4 (0.49%) Streamlit
Miscellaneous
1 33 (4.01%) Driving Licence
2 31 (3.77%) Onboarding
3 24 (2.92%) Distributed Systems
4 23 (2.79%) Cloud Native
4 23 (2.79%) Greenfield Project
5 18 (2.19%) Legacy Systems
6 13 (1.58%) Data Structures
7 12 (1.46%) Data Centre
7 12 (1.46%) e-Learning
8 11 (1.34%) Fibre Optics
9 10 (1.22%) Distributed Computing
9 10 (1.22%) Product Ownership
9 10 (1.22%) Self-Motivation
10 8 (0.97%) AI Agents
10 8 (0.97%) Algorithms
11 5 (0.61%) Low-Code
11 5 (0.61%) Management Information System
11 5 (0.61%) Virtual Team
12 4 (0.49%) Analytical Mindset
12 4 (0.49%) Equities
Operating Systems
1 8 (0.97%) Linux
2 6 (0.73%) Unix
3 1 (0.12%) Red Hat Enterprise Linux
3 1 (0.12%) Windows
Processes & Methodologies
1 377 (45.81%) Data Engineering
2 358 (43.50%) Data Pipeline
3 330 (40.10%) ETL
4 308 (37.42%) Analytics
5 235 (28.55%) Data Modelling
6 184 (22.36%) CI/CD
7 183 (22.24%) Business Intelligence
8 142 (17.25%) Agile
9 140 (17.01%) AI
10 131 (15.92%) Data Science
10 131 (15.92%) DevOps
11 124 (15.07%) Data Governance
12 121 (14.70%) Problem-Solving
13 120 (14.58%) Decision-Making
14 110 (13.37%) Mentoring
15 104 (12.64%) Machine Learning
16 73 (8.87%) Data Architecture
17 64 (7.78%) Data Integration
18 61 (7.41%) Migration
19 55 (6.68%) Data Security
Programming Languages
1 440 (53.46%) SQL
2 417 (50.67%) Python
3 64 (7.78%) Scala
4 42 (5.10%) Java
5 36 (4.37%) T-SQL
6 19 (2.31%) Data Analysis Expressions
7 17 (2.07%) Bash
7 17 (2.07%) C#
8 13 (1.58%) PowerShell
9 12 (1.46%) R
10 6 (0.73%) Bicep
10 6 (0.73%) TypeScript
11 5 (0.61%) Groovy
11 5 (0.61%) JavaScript
11 5 (0.61%) PHP
12 4 (0.49%) C++
13 3 (0.36%) PL/SQL
13 3 (0.36%) Ruby
14 2 (0.24%) Rust
15 1 (0.12%) Korn
Qualifications
1 119 (14.46%) Security Cleared
2 66 (8.02%) SC Cleared
3 50 (6.08%) Degree
4 19 (2.31%) Computer Science Degree
5 17 (2.07%) DV Cleared
5 17 (2.07%) Microsoft Certification
6 13 (1.58%) Azure Certification
7 12 (1.46%) CISSP
7 12 (1.46%) MCSE
7 12 (1.46%) OCP
7 12 (1.46%) Oracle Certification
8 10 (1.22%) AWS Certification
9 9 (1.09%) Master's Degree
10 8 (0.97%) SnowPro
11 7 (0.85%) BPSS Clearance
12 4 (0.49%) ISTQB
13 2 (0.24%) AWS Certified Solutions Architect
13 2 (0.24%) PhD
14 1 (0.12%) CITP
14 1 (0.12%) HNC
Quality Assurance & Compliance
1 147 (17.86%) Data Quality
2 46 (5.59%) GDPR
3 11 (1.34%) Accessibility
4 8 (0.97%) ISO/IEC 27001
5 6 (0.73%) SLA
6 5 (0.61%) QA
7 3 (0.36%) HIPAA
8 1 (0.12%) California Consumer Privacy Act
8 1 (0.12%) NIST
8 1 (0.12%) Sarbanes-Oxley
System Software
1 51 (6.20%) Docker
2 9 (1.09%) HDFS
3 3 (0.36%) Active Directory
4 1 (0.12%) Apache ZooKeeper
Systems Management
1 54 (6.56%) Terraform
2 42 (5.10%) Kubernetes
3 6 (0.73%) Ansible
4 3 (0.36%) Argo
4 3 (0.36%) Control-M
4 3 (0.36%) Puppet
5 2 (0.24%) Grafana
5 2 (0.24%) Progress Chef
6 1 (0.12%) Ambari
6 1 (0.12%) ZABBIX
Vendors
1 189 (22.96%) Databricks
2 120 (14.58%) Microsoft
3 39 (4.74%) Oracle
4 14 (1.70%) Google
5 13 (1.58%) Talend
6 10 (1.22%) Informatica
7 9 (1.09%) OpenAI
7 9 (1.09%) Palantir
8 8 (0.97%) Dataiku
9 7 (0.85%) Cloudera
9 7 (0.85%) SAP
10 5 (0.61%) Netezza
11 4 (0.49%) Dell
11 4 (0.49%) Foundry
11 4 (0.49%) IBM
12 3 (0.36%) BMC
12 3 (0.36%) Red Hat
13 2 (0.24%) Alteryx
13 2 (0.24%) Bloomberg
13 2 (0.24%) MuleSoft