Data Engineer Job Trends in the North of England

Data Engineer
England > North of England

The median Data Engineer salary in the North of England is £65,000 per year, according to job vacancies posted during the 6 months leading to 14 January 2026.

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

6 months to
14 Jan 2026
Same period 2025 Same period 2024
Rank 146 176 99
Rank change year-on-year +30 -77 +77
Permanent jobs requiring a Data Engineer 134 106 243
As % of all permanent jobs in the North of England 1.24% 1.17% 2.86%
As % of the Job Titles category 1.40% 1.24% 2.98%
Number of salaries quoted 111 81 162
10th Percentile £47,500 £42,500 £35,000
25th Percentile £56,250 £51,250 £42,500
Median annual salary (50th Percentile) £65,000 £62,500 £55,000
Median % change year-on-year +4.00% +13.64% -12.00%
75th Percentile £75,625 £77,500 £72,500
90th Percentile £92,500 £98,474 £92,500
England median annual salary £67,500 £70,000 £67,500
% change year-on-year -3.57% +3.70% -3.57%

All Permanent IT Job Roles
North of England

For comparison with the information above, the following table provides summary statistics for all permanent IT job vacancies in the North of 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 the North of England with a recognized job title 9,556 8,552 8,148
% of permanent jobs with a recognized job title 88.69% 94.06% 95.76%
Number of salaries quoted 5,571 4,030 6,496
10th Percentile £28,000 £31,250 £28,500
25th Percentile £33,000 £40,000 £37,500
Median annual salary (50th Percentile) £50,000 £50,309 £50,000
Median % change year-on-year -0.61% +0.62% -4.76%
75th Percentile £67,500 £67,500 £66,778
90th Percentile £82,500 £80,000 £80,435
England median annual salary £55,000 £60,000 £57,500
% change year-on-year -8.33% +4.35% -6.50%

Data Engineer
Job Vacancy Trend in the North of 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 the North of England.

Data Engineer job vacancy trend in the North of England

Data Engineer
Salary Trend in the North of England

Salary distribution trend for Data Engineer job vacancies in the North of England.

Salary distribution trend for Data Engineer job vacancies in the North of England

Data Engineer
Salary Histogram in the North of England

Salary distribution for jobs citing Data Engineer in the North of England over the 6 months to 14 January 2026.

Salary histogram for Data Engineer in the North of England

Data Engineer
Job Locations in the North of 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 North of England region over the 6 months to 14 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
North West +31 71 £62,500 +4.17% 39
Yorkshire +4 51 £65,000 +4.00% 23
North East +7 12 £67,500 -1.82% 16
Data Engineer
England

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

For the 6 months to 14 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 North of England region featuring Data Engineer in the job title.

1 93 (69.40%) SQL
2 68 (50.75%) Data Engineering
3 67 (50.00%) Python
4 60 (44.78%) Data Pipeline
5 53 (39.55%) Data Warehouse
6 50 (37.31%) Azure
7 43 (32.09%) Analytics
7 43 (32.09%) ETL
8 42 (31.34%) Data Modelling
9 39 (29.10%) Agile
10 37 (27.61%) CI/CD
11 36 (26.87%) Data Lake
12 35 (26.12%) Databricks
13 34 (25.37%) AWS
14 29 (21.64%) Mentoring
15 28 (20.90%) Data Science
16 25 (18.66%) Business Intelligence
17 23 (17.16%) Microsoft
18 22 (16.42%) Migration
19 21 (15.67%) Machine Learning
20 19 (14.18%) Apache Spark
20 19 (14.18%) Problem-Solving
21 18 (13.43%) AI
21 18 (13.43%) Data Security
21 18 (13.43%) Stakeholder Management
22 17 (12.69%) Data Quality
23 16 (11.94%) Coaching
23 16 (11.94%) Data Governance
24 15 (11.19%) Amazon Redshift
24 15 (11.19%) Apache

Data Engineer Skill Set
Co-Occurring Skills & Capabilities in the North of 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 19 (14.18%) Apache Spark
2 15 (11.19%) Apache
3 11 (8.21%) Apache Airflow
4 1 (0.75%) Apache Solr
4 1 (0.75%) Confluence
4 1 (0.75%) SAS
Business Applications
1 1 (0.75%) NetSuite
Cloud Services
1 50 (37.31%) Azure
2 34 (25.37%) AWS
3 15 (11.19%) Power Platform
4 14 (10.45%) Azure Data Factory
5 13 (9.70%) GCP
6 12 (8.96%) Amazon S3
6 12 (8.96%) SaaS
7 10 (7.46%) AWS Lambda
7 10 (7.46%) Serverless
8 8 (5.97%) Azure Synapse Analytics
9 7 (5.22%) dbt
9 7 (5.22%) Microsoft Purview
10 6 (4.48%) GitHub
11 5 (3.73%) AWS Step Functions
11 5 (3.73%) Snowflake
12 4 (2.99%) AWS CloudFormation
13 3 (2.24%) Amazon EMR
13 3 (2.24%) Amazon SQS
13 3 (2.24%) Azure App Service
13 3 (2.24%) GitHub Actions
Communications & Networking
1 1 (0.75%) DAB
Database & Business Intelligence
1 53 (39.55%) Data Warehouse
2 36 (26.87%) Data Lake
3 15 (11.19%) Amazon Redshift
3 15 (11.19%) Power BI
4 13 (9.70%) SQL Server
5 10 (7.46%) MongoDB
6 9 (6.72%) Metadata
7 8 (5.97%) SQL Server Integration Services
8 7 (5.22%) BigQuery
8 7 (5.22%) NoSQL
9 6 (4.48%) SQL Server Reporting Services
10 5 (3.73%) Apache Iceberg
10 5 (3.73%) Azure SQL Database
10 5 (3.73%) Big Data
10 5 (3.73%) MySQL
10 5 (3.73%) Semantic Layer
11 4 (2.99%) Spark SQL
11 4 (2.99%) SQL Server Analysis Services
12 3 (2.24%) Neo4j
12 3 (2.24%) Tableau
Development Applications
1 1 (0.75%) JIRA
1 1 (0.75%) SQL Server Management Studio (SSMS)
General
1 27 (20.15%) Social Skills
2 20 (14.93%) Retail
3 12 (8.96%) Finance
4 10 (7.46%) Analytical Skills
4 10 (7.46%) Public Sector
5 7 (5.22%) Law
6 6 (4.48%) Legal
7 5 (3.73%) Tech for Good
8 3 (2.24%) Manufacturing
8 3 (2.24%) Marketing
9 1 (0.75%) Documentation Skills
9 1 (0.75%) Inclusion and Diversity
9 1 (0.75%) Organisational Skills
9 1 (0.75%) Social Housing
Libraries, Frameworks & Software Standards
1 15 (11.19%) PySpark
2 3 (2.24%) Pandas
2 3 (2.24%) REST
3 2 (1.49%) Kafka
4 1 (0.75%) Apache NiFi
4 1 (0.75%) JSON
4 1 (0.75%) XML
Miscellaneous
1 6 (4.48%) Cloud Native
2 5 (3.73%) Low-Code
3 4 (2.99%) Legacy Systems
3 4 (2.99%) Virtual Team
4 3 (2.24%) Enterprise Cloud
4 3 (2.24%) Greenfield Project
5 2 (1.49%) Client/Server
5 2 (1.49%) Data Structures
5 2 (1.49%) Onboarding
5 2 (1.49%) Product Ownership
6 1 (0.75%) Distributed Computing
6 1 (0.75%) EPoS
6 1 (0.75%) Hybrid Cloud
6 1 (0.75%) Legacy Code
6 1 (0.75%) Management Information System
6 1 (0.75%) Operational Technology
6 1 (0.75%) SCADA
Processes & Methodologies
1 68 (50.75%) Data Engineering
2 60 (44.78%) Data Pipeline
3 43 (32.09%) Analytics
3 43 (32.09%) ETL
4 42 (31.34%) Data Modelling
5 39 (29.10%) Agile
6 37 (27.61%) CI/CD
7 29 (21.64%) Mentoring
8 28 (20.90%) Data Science
9 25 (18.66%) Business Intelligence
10 22 (16.42%) Migration
11 21 (15.67%) Machine Learning
12 19 (14.18%) Problem-Solving
13 18 (13.43%) AI
13 18 (13.43%) Data Security
13 18 (13.43%) Stakeholder Management
14 16 (11.94%) Coaching
14 16 (11.94%) Data Governance
15 15 (11.19%) Data Integration
15 15 (11.19%) Decision-Making
Programming Languages
1 93 (69.40%) SQL
2 67 (50.00%) Python
3 6 (4.48%) Scala
3 6 (4.48%) T-SQL
4 5 (3.73%) Java
5 3 (2.24%) Bash
5 3 (2.24%) PowerShell
6 2 (1.49%) Data Analysis Expressions
7 1 (0.75%) Groovy
7 1 (0.75%) Shell Script
Qualifications
1 5 (3.73%) Security Cleared
2 4 (2.99%) SC Cleared
3 2 (1.49%) Degree
4 1 (0.75%) AWS Certification
4 1 (0.75%) BPSS Clearance
4 1 (0.75%) DV Cleared
4 1 (0.75%) HNC
4 1 (0.75%) HND
4 1 (0.75%) Master's Degree
4 1 (0.75%) Microsoft Certification
Quality Assurance & Compliance
1 17 (12.69%) Data Quality
2 2 (1.49%) QA
System Software
1 7 (5.22%) Docker
Systems Management
1 4 (2.99%) Kubernetes
1 4 (2.99%) Terraform
2 1 (0.75%) Grafana
Vendors
1 35 (26.12%) Databricks
2 23 (17.16%) Microsoft
3 7 (5.22%) Google
3 7 (5.22%) Oracle
4 5 (3.73%) Palantir
5 2 (1.49%) Alteryx
6 1 (0.75%) Cloudera
6 1 (0.75%) Informatica
6 1 (0.75%) Talend