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 13 February 2026.

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

6 months to
13 Feb 2026
Same period 2025 Same period 2024
Rank 147 189 131
Rank change year-on-year +42 -58 +37
Permanent jobs requiring a Data Engineer 884 735 1,437
As % of all permanent jobs in England 1.50% 1.64% 2.18%
As % of the Job Titles category 1.65% 1.79% 2.30%
Number of salaries quoted 659 585 1,088
10th Percentile £46,000 £46,792 £35,000
25th Percentile £55,625 £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 £97,500 £85,000
90th Percentile £100,000 £115,000 £99,125
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 53,649 41,053 62,523
% of permanent jobs with a recognized job title 91.25% 91.52% 94.77%
Number of salaries quoted 34,515 21,746 49,940
10th Percentile £29,000 £33,500 £29,000
25th Percentile £37,658 £45,000 £39,800
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 13 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 13 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 +34 382 £80,000 -11.11% 157
North of England +32 138 £65,000 +4.00% 92
Midlands +55 127 £60,000 +9.09% 65
West Midlands +62 105 £60,000 +9.09% 50
South East +22 103 £65,000 -7.14% 112
North West +38 80 £65,000 +10.58% 53
South West +9 64 £62,500 +16.28% 37
East of England +38 52 £65,000 -1.89% 16
Yorkshire -24 47 £65,000 +4.00% 32
East Midlands -12 22 £65,000 +15.56% 15
North East -3 11 £65,000 +1.96% 9
Data Engineer
UK

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

For the 6 months to 13 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 (51.24%) SQL
2 432 (48.87%) Python
3 390 (44.12%) Data Engineering
4 372 (42.08%) Data Pipeline
5 336 (38.01%) ETL
6 324 (36.65%) Azure
7 318 (35.97%) Analytics
8 241 (27.26%) Data Modelling
9 215 (24.32%) AWS
10 196 (22.17%) Databricks
11 190 (21.49%) Data Warehouse
12 186 (21.04%) Business Intelligence
13 185 (20.93%) CI/CD
14 150 (16.97%) Data Quality
15 146 (16.52%) Agile
15 146 (16.52%) Power Platform
16 144 (16.29%) Power BI
17 141 (15.95%) AI
18 138 (15.61%) Data Science
19 135 (15.27%) Security Cleared
20 130 (14.71%) Data Governance
20 130 (14.71%) DevOps
21 129 (14.59%) Problem-Solving
22 125 (14.14%) Azure Data Factory
23 120 (13.57%) Decision-Making
24 119 (13.46%) Microsoft
25 118 (13.35%) Data Lake
26 110 (12.44%) Mentoring
27 107 (12.10%) Machine Learning
28 95 (10.75%) 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 (9.16%) Apache Airflow
2 72 (8.14%) Apache Spark
3 57 (6.45%) Apache
4 14 (1.58%) SAS
5 6 (0.68%) Confluence
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 (1.02%) Microsoft Office
2 8 (0.90%) 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 (36.65%) Azure
2 215 (24.32%) AWS
3 146 (16.52%) Power Platform
4 125 (14.14%) Azure Data Factory
5 95 (10.75%) GCP
6 83 (9.39%) Snowflake
7 77 (8.71%) Azure Synapse Analytics
8 70 (7.92%) dbt
9 57 (6.45%) Amazon S3
10 52 (5.88%) Azure DevOps
11 43 (4.86%) Serverless
12 37 (4.19%) AWS Lambda
13 33 (3.73%) SaaS
14 27 (3.05%) GitHub
15 23 (2.60%) Amazon Kinesis
16 20 (2.26%) AWS Step Functions
17 19 (2.15%) Fivetran
18 14 (1.58%) Matillion
19 13 (1.47%) Microsoft Purview
20 12 (1.36%) Amazon SageMaker
Communications & Networking
1 48 (5.43%) Structured Cabling
2 43 (4.86%) Wi-Fi
3 13 (1.47%) Broadband
4 5 (0.57%) DSLAM
5 3 (0.34%) Kerberos
6 1 (0.11%) DAB
6 1 (0.11%) LTE
6 1 (0.11%) Software-Defined Radio
6 1 (0.11%) Wireless
Database & Business Intelligence
1 190 (21.49%) Data Warehouse
2 144 (16.29%) Power BI
3 118 (13.35%) Data Lake
4 88 (9.95%) SQL Server
5 56 (6.33%) Amazon Redshift
6 53 (6.00%) Metadata
7 49 (5.54%) Big Data
8 42 (4.75%) Azure SQL Database
9 39 (4.41%) SQL Server Integration Services
10 38 (4.30%) Delta Lake
11 32 (3.62%) SQL Server Reporting Services
12 31 (3.51%) NoSQL
13 30 (3.39%) Relational Database
14 29 (3.28%) BigQuery
14 29 (3.28%) Tableau
15 27 (3.05%) Hadoop
16 26 (2.94%) MySQL
17 25 (2.83%) PostgreSQL
18 22 (2.49%) Amazon Athena
18 22 (2.49%) Apache Iceberg
Development Applications
1 58 (6.56%) Git
2 8 (0.90%) Jenkins
2 8 (0.90%) JIRA
2 8 (0.90%) MLflow
3 5 (0.57%) GitLab
4 4 (0.45%) 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
1 174 (19.68%) Finance
2 130 (14.71%) Social Skills
3 78 (8.82%) Analytical Skills
4 54 (6.11%) Public Sector
5 43 (4.86%) Legal
6 29 (3.28%) Law
6 29 (3.28%) Manufacturing
7 25 (2.83%) Telecoms
8 22 (2.49%) Marketing
9 18 (2.04%) Banking
9 18 (2.04%) Inclusion and Diversity
10 17 (1.92%) Retail
11 11 (1.24%) Automotive
11 11 (1.24%) Documentation Skills
11 11 (1.24%) Influencing Skills
12 10 (1.13%) Financial Institution
13 8 (0.90%) Aerospace
13 8 (0.90%) Organisational Skills
14 6 (0.68%) Front Office
14 6 (0.68%) Military
Libraries, Frameworks & Software Standards
1 88 (9.95%) PySpark
2 55 (6.22%) Kafka
3 17 (1.92%) LangChain
4 13 (1.47%) Pandas
4 13 (1.47%) PyTorch
5 12 (1.36%) TensorFlow
6 8 (0.90%) boto
6 8 (0.90%) HTML
6 8 (0.90%) REST
6 8 (0.90%) Spark Streaming
7 7 (0.79%) JSON
7 7 (0.79%) 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 (0.45%) gRPC
10 4 (0.45%) Node.js
Miscellaneous
1 39 (4.41%) Driving Licence
2 32 (3.62%) Onboarding
3 27 (3.05%) Cloud Native
4 23 (2.60%) Distributed Systems
5 22 (2.49%) Greenfield Project
6 19 (2.15%) Fibre Optics
7 17 (1.92%) Legacy Systems
8 15 (1.70%) Data Centre
9 12 (1.36%) Product Ownership
10 11 (1.24%) AI Agents
10 11 (1.24%) Self-Motivation
11 10 (1.13%) e-Learning
12 9 (1.02%) Data Structures
13 8 (0.90%) Distributed Computing
14 7 (0.79%) Video\Live Streaming
15 6 (0.68%) Over-the-Top Content
16 5 (0.57%) Algorithms
16 5 (0.57%) Management Information System
16 5 (0.57%) Replication
17 4 (0.45%) Equities
Operating Systems
1 11 (1.24%) Linux
2 5 (0.57%) Unix
3 1 (0.11%) Red Hat Enterprise Linux
3 1 (0.11%) Windows
Processes & Methodologies
1 390 (44.12%) Data Engineering
2 372 (42.08%) Data Pipeline
3 336 (38.01%) ETL
4 318 (35.97%) Analytics
5 241 (27.26%) Data Modelling
6 186 (21.04%) Business Intelligence
7 185 (20.93%) CI/CD
8 146 (16.52%) Agile
9 141 (15.95%) AI
10 138 (15.61%) Data Science
11 130 (14.71%) Data Governance
11 130 (14.71%) DevOps
12 129 (14.59%) Problem-Solving
13 120 (13.57%) Decision-Making
14 110 (12.44%) Mentoring
15 107 (12.10%) Machine Learning
16 72 (8.14%) Data Architecture
16 72 (8.14%) Data Integration
17 57 (6.45%) Visualisation
18 55 (6.22%) Migration
Programming Languages
1 453 (51.24%) SQL
2 432 (48.87%) Python
3 57 (6.45%) Scala
4 41 (4.64%) Java
5 34 (3.85%) T-SQL
6 20 (2.26%) Bash
7 17 (1.92%) C#
8 16 (1.81%) Data Analysis Expressions
9 12 (1.36%) PowerShell
9 12 (1.36%) R
10 6 (0.68%) Bicep
10 6 (0.68%) JavaScript
10 6 (0.68%) TypeScript
11 5 (0.57%) C++
11 5 (0.57%) Groovy
11 5 (0.57%) PHP
12 4 (0.45%) Go
13 3 (0.34%) Ruby
14 2 (0.23%) PL/SQL
14 2 (0.23%) Rust
Qualifications
1 135 (15.27%) Security Cleared
2 79 (8.94%) SC Cleared
3 53 (6.00%) Degree
4 22 (2.49%) Computer Science Degree
5 18 (2.04%) DV Cleared
6 16 (1.81%) Microsoft Certification
7 14 (1.58%) Azure Certification
8 12 (1.36%) CISSP
8 12 (1.36%) MCSE
8 12 (1.36%) OCP
8 12 (1.36%) Oracle Certification
9 10 (1.13%) Master's Degree
10 8 (0.90%) AWS Certification
11 7 (0.79%) BPSS Clearance
11 7 (0.79%) DBS Check
12 6 (0.68%) SnowPro
13 3 (0.34%) AWS Certified Solutions Architect
14 2 (0.23%) PhD
15 1 (0.11%) HNC
15 1 (0.11%) HND
Quality Assurance & Compliance
1 150 (16.97%) Data Quality
2 47 (5.32%) GDPR
3 11 (1.24%) Accessibility
4 9 (1.02%) SLA
5 8 (0.90%) ISO/IEC 27001
6 4 (0.45%) 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 (6.90%) Docker
2 9 (1.02%) HDFS
3 3 (0.34%) Active Directory
4 1 (0.11%) Apache ZooKeeper
Systems Management
1 63 (7.13%) Terraform
2 45 (5.09%) Kubernetes
3 4 (0.45%) Ansible
4 3 (0.34%) Argo
4 3 (0.34%) Control-M
4 3 (0.34%) Grafana
5 1 (0.11%) Ambari
5 1 (0.11%) Kubeflow
5 1 (0.11%) Prometheus
5 1 (0.11%) Puppet
5 1 (0.11%) ZABBIX
Vendors
1 196 (22.17%) Databricks
2 119 (13.46%) Microsoft
3 39 (4.41%) Oracle
4 18 (2.04%) Google
5 14 (1.58%) Informatica
5 14 (1.58%) Talend
6 9 (1.02%) OpenAI
7 8 (0.90%) Cloudera
7 8 (0.90%) Dataiku
7 8 (0.90%) Palantir
8 6 (0.68%) SAP
9 5 (0.57%) BT
9 5 (0.57%) Netezza
10 4 (0.45%) Dell
10 4 (0.45%) Foundry
10 4 (0.45%) IBM
10 4 (0.45%) Typelevel
11 3 (0.34%) BMC
11 3 (0.34%) Confluent
11 3 (0.34%) Red Hat