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 12 February 2026.

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

6 months to
12 Feb 2026
Same period 2025 Same period 2024
Rank 150 188 137
Rank change year-on-year +38 -51 +30
Permanent jobs requiring a Data Engineer 877 731 1,430
As % of all permanent jobs in England 1.50% 1.63% 2.18%
As % of the Job Titles category 1.64% 1.78% 2.30%
Number of salaries quoted 659 582 1,083
10th Percentile £46,000 £46,573 £35,000
25th Percentile £56,250 £53,750 £47,500
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% -7.14%
75th Percentile £85,000 £95,000 £85,000
90th Percentile £100,000 £115,000 £98,750
UK median annual salary £70,000 £70,000 £65,000
% change year-on-year - +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 53,516 41,112 62,181
% of permanent jobs with a recognized job title 91.26% 91.53% 94.78%
Number of salaries quoted 34,293 21,800 49,647
10th Percentile £29,000 £33,500 £28,940
25th Percentile £37,750 £45,000 £39,750
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -11.29%
75th Percentile £75,000 £80,000 £75,000
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 12 February 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 12 February 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 +27 381 £81,250 -5.52% 165
North of England +19 135 £65,000 +4.00% 92
Midlands +43 126 £60,000 +9.09% 57
West Midlands +64 104 £60,000 +9.09% 45
South East +12 101 £65,000 -7.14% 104
North West +40 79 £65,000 +10.58% 53
South West +9 64 £62,500 +19.05% 38
East of England +36 52 £65,000 -1.89% 15
Yorkshire -29 45 £65,000 +4.00% 29
East Midlands -14 22 £65,000 +15.56% 12
North East -3 11 £65,000 - 12
Data Engineer
UK

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

For the 6 months to 12 February 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.

1 453 (51.65%) SQL
2 431 (49.14%) Python
3 388 (44.24%) Data Engineering
4 370 (42.19%) Data Pipeline
5 338 (38.54%) ETL
6 324 (36.94%) Azure
7 317 (36.15%) Analytics
8 243 (27.71%) Data Modelling
9 216 (24.63%) AWS
10 196 (22.35%) Databricks
11 191 (21.78%) Data Warehouse
12 187 (21.32%) Business Intelligence
13 185 (21.09%) CI/CD
14 148 (16.88%) Agile
14 148 (16.88%) Data Quality
15 147 (16.76%) Power Platform
16 145 (16.53%) Power BI
17 143 (16.31%) AI
18 138 (15.74%) Data Science
19 130 (14.82%) Data Governance
19 130 (14.82%) DevOps
19 130 (14.82%) Security Cleared
20 125 (14.25%) Azure Data Factory
21 124 (14.14%) Problem-Solving
22 121 (13.80%) Decision-Making
22 121 (13.80%) Microsoft
23 118 (13.45%) Data Lake
24 111 (12.66%) Mentoring
25 110 (12.54%) Machine Learning
26 96 (10.95%) 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 81 (9.24%) Apache Airflow
2 74 (8.44%) Apache Spark
3 56 (6.39%) Apache
4 14 (1.60%) SAS
5 6 (0.68%) Confluence
6 3 (0.34%) Luigi
6 3 (0.34%) Palantir Foundry
7 2 (0.23%) Apache Qpid
8 1 (0.11%) Apache Solr
8 1 (0.11%) ArcGIS
8 1 (0.11%) GeoServer
8 1 (0.11%) IIS
8 1 (0.11%) Oracle Application Server
8 1 (0.11%) Oracle SOA Suite
Applications
1 9 (1.03%) Microsoft Office
2 8 (0.91%) Microsoft Excel
3 2 (0.23%) Chatbot
3 2 (0.23%) Microsoft PowerPoint
4 1 (0.11%) Notion
4 1 (0.11%) Spreadsheet
Business Applications
1 1 (0.11%) NetSuite
1 1 (0.11%) Oracle BPM
1 1 (0.11%) SAP ERP
1 1 (0.11%) SimCorp Dimension
Cloud Services
1 324 (36.94%) Azure
2 216 (24.63%) AWS
3 147 (16.76%) Power Platform
4 125 (14.25%) Azure Data Factory
5 96 (10.95%) GCP
6 83 (9.46%) Snowflake
7 76 (8.67%) Azure Synapse Analytics
8 69 (7.87%) dbt
9 58 (6.61%) Amazon S3
10 52 (5.93%) Azure DevOps
11 43 (4.90%) Serverless
12 37 (4.22%) AWS Lambda
13 33 (3.76%) SaaS
14 27 (3.08%) GitHub
15 23 (2.62%) Amazon Kinesis
16 20 (2.28%) AWS Step Functions
17 19 (2.17%) Fivetran
18 14 (1.60%) Matillion
19 13 (1.48%) Microsoft Purview
20 12 (1.37%) Amazon SageMaker
Communications & Networking
1 48 (5.47%) Structured Cabling
2 43 (4.90%) Wi-Fi
3 8 (0.91%) Broadband
4 3 (0.34%) Kerberos
5 1 (0.11%) DAB
5 1 (0.11%) LTE
5 1 (0.11%) Software-Defined Radio
5 1 (0.11%) Wireless
Database & Business Intelligence
1 191 (21.78%) Data Warehouse
2 145 (16.53%) Power BI
3 118 (13.45%) Data Lake
4 90 (10.26%) SQL Server
5 55 (6.27%) Amazon Redshift
6 53 (6.04%) Metadata
7 48 (5.47%) Big Data
8 42 (4.79%) Azure SQL Database
9 39 (4.45%) SQL Server Integration Services
10 38 (4.33%) Delta Lake
11 32 (3.65%) NoSQL
11 32 (3.65%) SQL Server Reporting Services
12 29 (3.31%) Hadoop
12 29 (3.31%) Relational Database
12 29 (3.31%) Tableau
13 28 (3.19%) BigQuery
14 27 (3.08%) PostgreSQL
15 25 (2.85%) MySQL
16 22 (2.51%) Amazon Athena
16 22 (2.51%) Apache Iceberg
Development Applications
1 57 (6.50%) Git
2 8 (0.91%) Jenkins
2 8 (0.91%) JIRA
2 8 (0.91%) MLflow
3 5 (0.57%) GitLab
4 4 (0.46%) LabVIEW
5 2 (0.23%) Deequ
5 2 (0.23%) TeamCity
6 1 (0.11%) Bitbucket
6 1 (0.11%) DBeaver
6 1 (0.11%) Robot Framework
6 1 (0.11%) Selenium
6 1 (0.11%) SQL Server Management Studio (SSMS)
6 1 (0.11%) Visual Studio
General
1 176 (20.07%) Finance
2 130 (14.82%) Social Skills
3 78 (8.89%) Analytical Skills
4 54 (6.16%) Public Sector
5 44 (5.02%) Legal
6 29 (3.31%) Law
6 29 (3.31%) Manufacturing
7 23 (2.62%) Marketing
8 20 (2.28%) Telecoms
9 19 (2.17%) Retail
10 18 (2.05%) Banking
10 18 (2.05%) Inclusion and Diversity
11 12 (1.37%) Influencing Skills
12 11 (1.25%) Automotive
12 11 (1.25%) Documentation Skills
13 10 (1.14%) Financial Institution
14 8 (0.91%) Aerospace
14 8 (0.91%) Organisational Skills
15 6 (0.68%) Front Office
15 6 (0.68%) Military
Libraries, Frameworks & Software Standards
1 88 (10.03%) PySpark
2 58 (6.61%) Kafka
3 17 (1.94%) LangChain
4 13 (1.48%) Pandas
4 13 (1.48%) PyTorch
5 12 (1.37%) TensorFlow
6 8 (0.91%) boto
6 8 (0.91%) HTML
6 8 (0.91%) REST
6 8 (0.91%) Spark Streaming
7 7 (0.80%) JSON
7 7 (0.80%) XML
8 6 (0.68%) Apache NiFi
9 5 (0.57%) NumPy
9 5 (0.57%) pytest
9 5 (0.57%) scikit-learn
9 5 (0.57%) Snowpark
9 5 (0.57%) Streamlit
10 4 (0.46%) gRPC
10 4 (0.46%) RabbitMQ
Miscellaneous
1 34 (3.88%) Driving Licence
2 32 (3.65%) Onboarding
3 27 (3.08%) Cloud Native
4 25 (2.85%) Distributed Systems
5 22 (2.51%) Greenfield Project
6 17 (1.94%) Legacy Systems
7 15 (1.71%) Data Centre
8 14 (1.60%) Fibre Optics
9 12 (1.37%) Product Ownership
10 11 (1.25%) Data Structures
10 11 (1.25%) Self-Motivation
11 10 (1.14%) AI Agents
11 10 (1.14%) e-Learning
12 9 (1.03%) Distributed Computing
13 7 (0.80%) Algorithms
13 7 (0.80%) Video\Live Streaming
14 6 (0.68%) Over-the-Top Content
15 5 (0.57%) Management Information System
15 5 (0.57%) Replication
16 4 (0.46%) Equities
Operating Systems
1 11 (1.25%) Linux
2 5 (0.57%) Unix
3 1 (0.11%) Red Hat Enterprise Linux
3 1 (0.11%) Windows
Processes & Methodologies
1 388 (44.24%) Data Engineering
2 370 (42.19%) Data Pipeline
3 338 (38.54%) ETL
4 317 (36.15%) Analytics
5 243 (27.71%) Data Modelling
6 187 (21.32%) Business Intelligence
7 185 (21.09%) CI/CD
8 148 (16.88%) Agile
9 143 (16.31%) AI
10 138 (15.74%) Data Science
11 130 (14.82%) Data Governance
11 130 (14.82%) DevOps
12 124 (14.14%) Problem-Solving
13 121 (13.80%) Decision-Making
14 111 (12.66%) Mentoring
15 110 (12.54%) Machine Learning
16 73 (8.32%) Data Architecture
16 73 (8.32%) Data Integration
17 57 (6.50%) Visualisation
18 55 (6.27%) Migration
Programming Languages
1 453 (51.65%) SQL
2 431 (49.14%) Python
3 60 (6.84%) Scala
4 42 (4.79%) Java
5 35 (3.99%) T-SQL
6 20 (2.28%) Bash
7 17 (1.94%) C#
7 17 (1.94%) Data Analysis Expressions
8 12 (1.37%) PowerShell
8 12 (1.37%) R
9 6 (0.68%) Bicep
9 6 (0.68%) JavaScript
9 6 (0.68%) TypeScript
10 5 (0.57%) C++
10 5 (0.57%) Groovy
10 5 (0.57%) PHP
11 4 (0.46%) Go
12 3 (0.34%) Ruby
13 2 (0.23%) PL/SQL
13 2 (0.23%) Rust
Qualifications
1 130 (14.82%) Security Cleared
2 74 (8.44%) SC Cleared
3 54 (6.16%) Degree
4 22 (2.51%) Computer Science Degree
5 18 (2.05%) DV Cleared
6 16 (1.82%) Microsoft Certification
7 14 (1.60%) Azure Certification
8 12 (1.37%) CISSP
8 12 (1.37%) MCSE
8 12 (1.37%) OCP
8 12 (1.37%) Oracle Certification
9 9 (1.03%) Master's Degree
10 8 (0.91%) AWS Certification
11 7 (0.80%) BPSS Clearance
12 6 (0.68%) SnowPro
13 3 (0.34%) AWS Certified Solutions Architect
14 2 (0.23%) DBS Check
14 2 (0.23%) PhD
15 1 (0.11%) HNC
15 1 (0.11%) HND
Quality Assurance & Compliance
1 148 (16.88%) Data Quality
2 48 (5.47%) GDPR
3 11 (1.25%) Accessibility
4 9 (1.03%) ISO/IEC 27001
5 8 (0.91%) SLA
6 4 (0.46%) QA
7 2 (0.23%) HIPAA
8 1 (0.11%) California Consumer Privacy Act
8 1 (0.11%) NIST
8 1 (0.11%) Sarbanes-Oxley
System Software
1 61 (6.96%) Docker
2 9 (1.03%) HDFS
3 3 (0.34%) Active Directory
4 1 (0.11%) Apache ZooKeeper
Systems Management
1 63 (7.18%) Terraform
2 45 (5.13%) Kubernetes
3 6 (0.68%) Ansible
4 3 (0.34%) Argo
4 3 (0.34%) Control-M
4 3 (0.34%) Grafana
4 3 (0.34%) Puppet
5 2 (0.23%) Progress Chef
6 1 (0.11%) Ambari
6 1 (0.11%) Kubeflow
6 1 (0.11%) Prometheus
6 1 (0.11%) ZABBIX
Vendors
1 196 (22.35%) Databricks
2 121 (13.80%) Microsoft
3 39 (4.45%) Oracle
4 17 (1.94%) Google
5 14 (1.60%) Informatica
5 14 (1.60%) Talend
6 9 (1.03%) OpenAI
7 8 (0.91%) Cloudera
7 8 (0.91%) Dataiku
7 8 (0.91%) Palantir
8 6 (0.68%) SAP
9 5 (0.57%) Netezza
10 4 (0.46%) Dell
10 4 (0.46%) Foundry
10 4 (0.46%) IBM
10 4 (0.46%) Typelevel
11 3 (0.34%) BMC
11 3 (0.34%) Confluent
11 3 (0.34%) Red Hat
12 2 (0.23%) Alteryx