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 16 February 2026.

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

6 months to
16 Feb 2026
Same period 2025 Same period 2024
Rank 147 188 134
Rank change year-on-year +41 -54 +29
Permanent jobs requiring a Data Engineer 887 726 1,487
As % of all permanent jobs in England 1.50% 1.63% 2.23%
As % of the Job Titles category 1.64% 1.79% 2.36%
Number of salaries quoted 663 572 1,101
10th Percentile £46,000 £46,275 £35,000
25th Percentile £55,000 £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 £97,500
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 54,122 40,636 63,063
% of permanent jobs with a recognized job title 91.27% 91.44% 94.74%
Number of salaries quoted 34,857 21,382 50,354
10th Percentile £29,250 £33,500 £28,802
25th Percentile £38,000 £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 16 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 16 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 +31 382 £80,000 -11.11% 174
North of England +17 137 £65,000 +4.00% 98
Midlands +55 128 £60,000 +9.09% 67
South East +13 107 £60,000 -14.29% 116
West Midlands +63 105 £60,000 +9.09% 50
North West +38 80 £65,000 +12.93% 61
South West +15 63 £58,750 +11.90% 45
East of England +43 52 £65,000 -1.89% 17
Yorkshire -26 46 £65,000 +4.00% 32
East Midlands -11 23 £65,000 +15.56% 17
North East 0 11 £65,000 +4.00% 7
Data Engineer
UK

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

For the 6 months to 16 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 (51.07%) SQL
2 432 (48.70%) Python
3 388 (43.74%) Data Engineering
4 374 (42.16%) Data Pipeline
5 335 (37.77%) ETL
6 322 (36.30%) Azure
7 317 (35.74%) Analytics
8 240 (27.06%) Data Modelling
9 213 (24.01%) AWS
10 195 (21.98%) Databricks
11 187 (21.08%) Data Warehouse
12 183 (20.63%) CI/CD
13 181 (20.41%) Business Intelligence
14 152 (17.14%) Data Quality
15 146 (16.46%) Agile
16 143 (16.12%) AI
17 142 (16.01%) Power Platform
18 140 (15.78%) Power BI
19 138 (15.56%) Data Science
19 138 (15.56%) Security Cleared
20 130 (14.66%) Data Governance
21 129 (14.54%) Problem-Solving
22 128 (14.43%) DevOps
23 125 (14.09%) Azure Data Factory
24 120 (13.53%) Decision-Making
24 120 (13.53%) Microsoft
25 118 (13.30%) Data Lake
26 109 (12.29%) Machine Learning
27 107 (12.06%) Mentoring
28 94 (10.60%) 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 82 (9.24%) Apache Airflow
2 71 (8.00%) Apache Spark
3 57 (6.43%) 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 (1.01%) 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
1 322 (36.30%) Azure
2 213 (24.01%) AWS
3 142 (16.01%) Power Platform
4 125 (14.09%) Azure Data Factory
5 94 (10.60%) GCP
6 82 (9.24%) Snowflake
7 77 (8.68%) Azure Synapse Analytics
8 70 (7.89%) dbt
9 57 (6.43%) Amazon S3
10 53 (5.98%) Azure DevOps
11 41 (4.62%) Serverless
12 36 (4.06%) AWS Lambda
13 33 (3.72%) SaaS
14 27 (3.04%) GitHub
15 23 (2.59%) Amazon Kinesis
16 19 (2.14%) AWS Step Functions
16 19 (2.14%) Fivetran
17 13 (1.47%) Matillion
17 13 (1.47%) Microsoft Purview
18 12 (1.35%) Amazon SageMaker
Communications & Networking
1 49 (5.52%) Structured Cabling
2 43 (4.85%) Wi-Fi
3 13 (1.47%) Broadband
4 5 (0.56%) DSLAM
5 3 (0.34%) Kerberos
6 1 (0.11%) LTE
6 1 (0.11%) Software-Defined Radio
6 1 (0.11%) Wireless
Database & Business Intelligence
1 187 (21.08%) Data Warehouse
2 140 (15.78%) Power BI
3 118 (13.30%) Data Lake
4 87 (9.81%) SQL Server
5 55 (6.20%) Amazon Redshift
6 52 (5.86%) Metadata
7 48 (5.41%) Big Data
8 43 (4.85%) Azure SQL Database
9 39 (4.40%) Delta Lake
10 38 (4.28%) SQL Server Integration Services
11 32 (3.61%) NoSQL
11 32 (3.61%) SQL Server Reporting Services
12 30 (3.38%) Relational Database
13 29 (3.27%) Tableau
14 28 (3.16%) BigQuery
15 26 (2.93%) Hadoop
15 26 (2.93%) MySQL
15 26 (2.93%) PostgreSQL
16 22 (2.48%) Amazon Athena
16 22 (2.48%) MongoDB
Development Applications
1 58 (6.54%) Git
2 8 (0.90%) Jenkins
2 8 (0.90%) JIRA
2 8 (0.90%) MLflow
3 5 (0.56%) 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
1 176 (19.84%) Finance
2 131 (14.77%) Social Skills
3 78 (8.79%) Analytical Skills
4 54 (6.09%) Public Sector
5 43 (4.85%) Legal
6 29 (3.27%) Law
6 29 (3.27%) Manufacturing
7 25 (2.82%) Telecoms
8 21 (2.37%) Marketing
9 18 (2.03%) Banking
9 18 (2.03%) Inclusion and Diversity
10 17 (1.92%) Retail
11 11 (1.24%) Automotive
11 11 (1.24%) Documentation Skills
12 10 (1.13%) Influencing Skills
13 9 (1.01%) Financial Institution
14 8 (0.90%) Aerospace
14 8 (0.90%) Organisational Skills
15 7 (0.79%) Military
16 6 (0.68%) Front Office
Libraries, Frameworks & Software Standards
1 87 (9.81%) PySpark
2 55 (6.20%) Kafka
3 17 (1.92%) LangChain
4 13 (1.47%) Pandas
4 13 (1.47%) PyTorch
5 12 (1.35%) TensorFlow
6 8 (0.90%) HTML
6 8 (0.90%) REST
7 7 (0.79%) boto
7 7 (0.79%) JSON
7 7 (0.79%) Spark Streaming
7 7 (0.79%) XML
8 6 (0.68%) Apache NiFi
9 5 (0.56%) NumPy
9 5 (0.56%) pytest
9 5 (0.56%) scikit-learn
9 5 (0.56%) Snowpark
9 5 (0.56%) Streamlit
10 4 (0.45%) gRPC
10 4 (0.45%) Node.js
Miscellaneous
1 40 (4.51%) Driving Licence
2 32 (3.61%) Onboarding
3 27 (3.04%) Cloud Native
4 22 (2.48%) Distributed Systems
4 22 (2.48%) Greenfield Project
5 19 (2.14%) Fibre Optics
6 17 (1.92%) Legacy Systems
7 15 (1.69%) Data Centre
8 12 (1.35%) Product Ownership
9 11 (1.24%) AI Agents
9 11 (1.24%) Self-Motivation
10 9 (1.01%) Data Structures
10 9 (1.01%) e-Learning
11 8 (0.90%) Distributed Computing
12 7 (0.79%) Video\Live Streaming
13 6 (0.68%) Over-the-Top Content
14 5 (0.56%) Algorithms
14 5 (0.56%) Management Information System
14 5 (0.56%) Replication
15 4 (0.45%) Equities
Operating Systems
1 11 (1.24%) Linux
2 5 (0.56%) Unix
3 1 (0.11%) Red Hat Enterprise Linux
3 1 (0.11%) Windows
Processes & Methodologies
1 388 (43.74%) Data Engineering
2 374 (42.16%) Data Pipeline
3 335 (37.77%) ETL
4 317 (35.74%) Analytics
5 240 (27.06%) Data Modelling
6 183 (20.63%) CI/CD
7 181 (20.41%) Business Intelligence
8 146 (16.46%) Agile
9 143 (16.12%) AI
10 138 (15.56%) Data Science
11 130 (14.66%) Data Governance
12 129 (14.54%) Problem-Solving
13 128 (14.43%) DevOps
14 120 (13.53%) Decision-Making
15 109 (12.29%) Machine Learning
16 107 (12.06%) Mentoring
17 73 (8.23%) Data Integration
18 72 (8.12%) Data Architecture
19 57 (6.43%) Visualisation
20 56 (6.31%) Migration
Programming Languages
1 453 (51.07%) SQL
2 432 (48.70%) Python
3 55 (6.20%) Scala
4 40 (4.51%) Java
5 33 (3.72%) T-SQL
6 20 (2.25%) Bash
7 17 (1.92%) C#
8 15 (1.69%) Data Analysis Expressions
9 12 (1.35%) PowerShell
9 12 (1.35%) R
10 7 (0.79%) JavaScript
10 7 (0.79%) TypeScript
11 5 (0.56%) Bicep
11 5 (0.56%) C++
11 5 (0.56%) Groovy
11 5 (0.56%) PHP
12 4 (0.45%) Go
13 3 (0.34%) Ruby
14 2 (0.23%) PL/SQL
14 2 (0.23%) Rust
Qualifications
1 138 (15.56%) Security Cleared
2 80 (9.02%) SC Cleared
3 54 (6.09%) Degree
4 22 (2.48%) Computer Science Degree
5 18 (2.03%) DV Cleared
6 16 (1.80%) Microsoft Certification
7 14 (1.58%) Azure Certification
8 12 (1.35%) CISSP
8 12 (1.35%) MCSE
8 12 (1.35%) OCP
8 12 (1.35%) Oracle Certification
9 11 (1.24%) 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
1 152 (17.14%) Data Quality
2 45 (5.07%) GDPR
3 11 (1.24%) Accessibility
4 10 (1.13%) 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 62 (6.99%) Docker
2 8 (0.90%) HDFS
3 3 (0.34%) Active Directory
4 1 (0.11%) Apache ZooKeeper
Systems Management
1 63 (7.10%) Terraform
2 46 (5.19%) 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
1 195 (21.98%) Databricks
2 120 (13.53%) Microsoft
3 39 (4.40%) Oracle
4 19 (2.14%) Google
5 14 (1.58%) Informatica
5 14 (1.58%) Talend
6 9 (1.01%) OpenAI
7 8 (0.90%) Cloudera
7 8 (0.90%) Dataiku
7 8 (0.90%) Palantir
8 6 (0.68%) SAP
9 5 (0.56%) BT
9 5 (0.56%) Netezza
10 4 (0.45%) Confluent
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%) Red Hat