Data Engineer Job Trends in the North West

Data Engineer
England > North West

The median Data Engineer salary in the North West is £66,778 per year, according to job vacancies posted during the 6 months leading to 3 October 2026.

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

6 months to
3 Oct 2026
Same period 2025 Same period 2024
Rank 66 174 111
Rank change year-on-year +108 -63 -12
Permanent jobs requiring a Data Engineer 269 63 141
As % of all permanent jobs in the North West 2.07% 1.20% 1.87%
As % of the Job Titles category 2.22% 1.37% 1.97%
Number of salaries quoted 200 56 125
10th Percentile £40,000 £45,250 £41,250
25th Percentile £50,000 £52,188 £46,250
Median annual salary (50th Percentile) £66,778 £60,000 £60,000
Median % change year-on-year +11.30% - +9.09%
75th Percentile £80,000 £70,000 £78,750
90th Percentile £90,000 £87,500 £92,500
England median annual salary £70,000 £70,000 £70,000
% change year-on-year - - -3.45%

All Permanent IT Job Roles
North West

For comparison with the information above, the following table provides summary statistics for all permanent IT job vacancies in the North West. 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 West with a recognized job title 12,128 4,599 7,165
% of permanent jobs with a recognized job title 93.51% 87.95% 95.24%
Number of salaries quoted 8,925 2,259 4,196
10th Percentile £30,000 £26,500 £30,000
25th Percentile £40,000 £35,000 £40,000
Median annual salary (50th Percentile) £55,000 £50,000 £50,000
Median % change year-on-year +10.00% - -9.09%
75th Percentile £75,000 £65,000 £65,000
90th Percentile £90,000 £80,000 £77,500
England median annual salary £59,250 £55,000 £55,000
% change year-on-year +7.73% - -8.33%

Data Engineer
Job Vacancy Trend in the North West

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 West.

Data Engineer job vacancy trend in the North West

Data Engineer
Salary Trend in the North West

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

Salary distribution trend for Data Engineer job vacancies in the North West

Data Engineer
Salary Histogram in the North West

Salary distribution for jobs citing Data Engineer in the North West over the 6 months to 3 October 2026.

Salary histogram for Data Engineer in the North West

Data Engineer
Job Locations in the North West

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 West region over the 6 months to 3 October 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
Manchester +37 160 £65,000 +4.00% 116
Lancashire +39 38 £62,500 +6.84% 49
Cheshire +41 35 £77,500 +82.35% 21
Merseyside +18 35 £75,000 +25.00% 27
Cumbria - 1 - - 6
Data Engineer
England

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

For the 6 months to 3 October 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 West region featuring Data Engineer in the job title.

1 100 (37.17%) SQL
2 95 (35.32%) Analytics
3 83 (30.86%) Python
4 78 (29.00%) Data Engineering
5 72 (26.77%) AWS
6 69 (25.65%) Data Pipeline
7 58 (21.56%) Azure
8 54 (20.07%) ETL
9 53 (19.70%) Data Quality
9 53 (19.70%) Decision-Making
10 47 (17.47%) AI
11 42 (15.61%) Agile
12 40 (14.87%) Data Warehouse
13 39 (14.50%) Data Modelling
14 35 (13.01%) CI/CD
14 35 (13.01%) GCP
15 32 (11.90%) Security Cleared
16 30 (11.15%) Machine Learning
17 28 (10.41%) Business Intelligence
17 28 (10.41%) Databricks
18 25 (9.29%) Data Transformation
18 25 (9.29%) Microsoft
18 25 (9.29%) Problem-Solving
18 25 (9.29%) Terraform
19 24 (8.92%) Mentoring
19 24 (8.92%) Platform Engineering
20 21 (7.81%) Data Governance
21 20 (7.43%) Amazon Redshift
21 20 (7.43%) Continuous Improvement
21 20 (7.43%) Data Architecture

Data Engineer Skill Set
Co-Occurring Skills & Capabilities in the North West 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 16 (5.95%) Apache Airflow
2 13 (4.83%) Apache
2 13 (4.83%) Apache Spark
3 1 (0.37%) Oracle Workflow
Applications
1 1 (0.37%) MS Visio
Business Applications
1 1 (0.37%) Academy Revenues and Benefits
Cloud Services
1 72 (26.77%) AWS
2 58 (21.56%) Azure
3 35 (13.01%) GCP
4 20 (7.43%) dbt
5 18 (6.69%) AWS Lambda
5 18 (6.69%) Serverless
5 18 (6.69%) Snowflake
6 17 (6.32%) Amazon S3
7 16 (5.95%) GitHub
7 16 (5.95%) Power Platform
8 9 (3.35%) Azure DevOps
8 9 (3.35%) GitHub Actions
9 7 (2.60%) Amazon EMR
10 6 (2.23%) Amazon Kinesis
11 5 (1.86%) Amazon EC2
11 5 (1.86%) Azure Data Factory
11 5 (1.86%) SaaS
12 4 (1.49%) AWS CloudFormation
12 4 (1.49%) AWS Step Functions
13 3 (1.12%) Google Analytics
Database & Business Intelligence
1 40 (14.87%) Data Warehouse
2 20 (7.43%) Amazon Redshift
3 19 (7.06%) SQL Server
4 16 (5.95%) Power BI
5 14 (5.20%) BigQuery
6 12 (4.46%) Data Lake
7 8 (2.97%) Amazon Athena
7 8 (2.97%) Big Data
7 8 (2.97%) Metadata
8 6 (2.23%) Delta Lake
8 6 (2.23%) NoSQL
9 5 (1.86%) DynamoDB
9 5 (1.86%) MongoDB
9 5 (1.86%) PostgreSQL
9 5 (1.86%) Spark SQL
10 4 (1.49%) Relational Database
11 3 (1.12%) Amazon RDS
11 3 (1.12%) Power Query
11 3 (1.12%) SQL Server Integration Services
12 2 (0.74%) Azure SQL Data Warehouse
Development Applications
1 15 (5.58%) Git
2 3 (1.12%) Bitbucket
2 3 (1.12%) Jenkins
2 3 (1.12%) Visual Studio Code
3 2 (0.74%) GitLab
General
1 41 (15.24%) Social Skills
2 23 (8.55%) Analytical Skills
3 19 (7.06%) Finance
4 16 (5.95%) Public Sector
5 14 (5.20%) Law
6 12 (4.46%) Retail
7 10 (3.72%) Health Technology
8 8 (2.97%) Inclusion and Diversity
9 4 (1.49%) Marketing
10 2 (0.74%) Advertising
10 2 (0.74%) Aerospace
10 2 (0.74%) Games
11 1 (0.37%) Banking
11 1 (0.37%) Documentation Skills
11 1 (0.37%) iGaming
11 1 (0.37%) Social Housing
Libraries, Frameworks & Software Standards
1 25 (9.29%) Terraform
2 18 (6.69%) PySpark
3 13 (4.83%) Kafka
4 4 (1.49%) .NET
5 3 (1.12%) AWS CDK
5 3 (1.12%) Pandas
6 2 (0.74%) Apache Avro
6 2 (0.74%) Great Expectations
6 2 (0.74%) JSON
7 1 (0.37%) Oracle Fusion
7 1 (0.37%) REST
7 1 (0.37%) scikit-learn
Miscellaneous
1 15 (5.58%) Cloud Native
2 12 (4.46%) Greenfield Project
3 9 (3.35%) Onboarding
4 6 (2.23%) Data Structures
4 6 (2.23%) Product Ownership
5 3 (1.12%) Replication
5 3 (1.12%) Self-Motivation
6 2 (0.74%) Algorithms
6 2 (0.74%) Hybrid Cloud
6 2 (0.74%) Legacy Systems
6 2 (0.74%) Sports Betting
7 1 (0.37%) AI Agents
7 1 (0.37%) Distributed Systems
7 1 (0.37%) Freedom of Information
7 1 (0.37%) Mobile App
7 1 (0.37%) Online Gambling
7 1 (0.37%) Public Cloud
7 1 (0.37%) Reference Data
Processes & Methodologies
1 95 (35.32%) Analytics
2 78 (29.00%) Data Engineering
3 69 (25.65%) Data Pipeline
4 54 (20.07%) ETL
5 53 (19.70%) Decision-Making
6 47 (17.47%) AI
7 42 (15.61%) Agile
8 39 (14.50%) Data Modelling
9 35 (13.01%) CI/CD
10 30 (11.15%) Machine Learning
11 28 (10.41%) Business Intelligence
12 25 (9.29%) Data Transformation
12 25 (9.29%) Problem-Solving
13 24 (8.92%) Mentoring
13 24 (8.92%) Platform Engineering
14 21 (7.81%) Data Governance
15 20 (7.43%) Continuous Improvement
15 20 (7.43%) Data Architecture
15 20 (7.43%) Lakehouse
16 19 (7.06%) Data Science
Programming Languages
1 100 (37.17%) SQL
2 83 (30.86%) Python
3 9 (3.35%) Bash
4 8 (2.97%) Java
4 8 (2.97%) Scala
5 5 (1.86%) JavaScript
6 4 (1.49%) C#
6 4 (1.49%) C++
7 3 (1.12%) Data Analysis Expressions
Qualifications
1 32 (11.90%) Security Cleared
2 15 (5.58%) DV Cleared
2 15 (5.58%) SC Cleared
3 10 (3.72%) Degree
4 4 (1.49%) Master's Degree
4 4 (1.49%) Microsoft Certification
5 3 (1.12%) BPSS Clearance
5 3 (1.12%) Computer Science Degree
6 2 (0.74%) AWS Certification
6 2 (0.74%) DBS Check
7 1 (0.37%) PMP
Quality Assurance & Compliance
1 53 (19.70%) Data Quality
2 6 (2.23%) Accessibility
3 4 (1.49%) QA
4 2 (0.74%) GDPR
System Software
1 13 (4.83%) Docker
Systems Management
1 2 (0.74%) Grafana
1 2 (0.74%) Kubernetes
1 2 (0.74%) Prometheus
Vendors
1 28 (10.41%) Databricks
2 25 (9.29%) Microsoft
3 8 (2.97%) Google
4 3 (1.12%) Salesforce
4 3 (1.12%) SAP
5 2 (0.74%) Alteryx
6 1 (0.37%) Informatica
6 1 (0.37%) Oracle
6 1 (0.37%) YouTube