Data Engineer Job Trends in the North West

Data Engineer
England > North West

The median Data Engineer salary in the North West is £66,750 per year, according to job vacancies posted during the 6 months leading to 11 October 2026.

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

6 months to
11 Oct 2026
Same period 2025 Same period 2024
Rank 68 175 112
Rank change year-on-year +107 -63 -19
Permanent jobs requiring a Data Engineer 260 64 135
As % of all permanent jobs in the North West 2.02% 1.23% 1.85%
As % of the Job Titles category 2.17% 1.40% 1.94%
Number of salaries quoted 193 57 119
10th Percentile £40,000 £45,250 £41,250
25th Percentile £50,000 £51,250 £46,250
Median annual salary (50th Percentile) £66,750 £60,000 £60,000
Median % change year-on-year +11.25% - +9.09%
75th Percentile £80,000 £70,000 £79,375
90th Percentile £90,000 £87,500 £93,000
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 11,988 4,577 6,949
% of permanent jobs with a recognized job title 93.10% 87.95% 95.22%
Number of salaries quoted 8,786 2,290 3,974
10th Percentile £30,000 £26,500 £31,250
25th Percentile £40,000 £34,000 £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 £59,000 £55,000 £56,000
% change year-on-year +7.27% -1.79% -6.67%

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 11 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 11 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 +32 152 £65,000 +4.00% 100
Lancashire +40 39 £64,653 +10.52% 18
Cheshire +49 37 £65,000 +52.94% 17
Merseyside +8 31 £75,000 +25.00% 12
Cumbria - 1 - -
Data Engineer
England

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

For the 6 months to 11 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 (38.46%) SQL
2 97 (37.31%) Analytics
3 80 (30.77%) Python
4 77 (29.62%) Data Engineering
5 71 (27.31%) AWS
6 69 (26.54%) Data Pipeline
7 57 (21.92%) Azure
7 57 (21.92%) Data Quality
8 54 (20.77%) Decision-Making
9 51 (19.62%) ETL
10 50 (19.23%) AI
11 43 (16.54%) Data Warehouse
12 42 (16.15%) Data Modelling
13 41 (15.77%) Agile
14 37 (14.23%) CI/CD
15 34 (13.08%) Business Intelligence
16 32 (12.31%) Machine Learning
16 32 (12.31%) Security Cleared
17 31 (11.92%) GCP
18 28 (10.77%) Databricks
18 28 (10.77%) Problem-Solving
19 27 (10.38%) Data Transformation
19 27 (10.38%) Terraform
20 26 (10.00%) Mentoring
21 25 (9.62%) Platform Engineering
22 23 (8.85%) Microsoft
23 22 (8.46%) Data Governance
23 22 (8.46%) dbt
23 22 (8.46%) Lakehouse
24 21 (8.08%) Data Science

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 15 (5.77%) Apache Airflow
1 15 (5.77%) Apache Spark
2 14 (5.38%) Apache
3 1 (0.38%) Oracle Workflow
Applications
1 1 (0.38%) MS Visio
Business Applications
1 1 (0.38%) Academy Revenues and Benefits
Cloud Services
1 71 (27.31%) AWS
2 57 (21.92%) Azure
3 31 (11.92%) GCP
4 22 (8.46%) dbt
5 20 (7.69%) Power Platform
6 19 (7.31%) AWS Lambda
6 19 (7.31%) Serverless
7 18 (6.92%) Amazon S3
7 18 (6.92%) Snowflake
8 17 (6.54%) GitHub
9 9 (3.46%) Azure DevOps
9 9 (3.46%) GitHub Actions
10 8 (3.08%) Amazon EMR
10 8 (3.08%) Amazon Kinesis
11 5 (1.92%) Amazon EC2
11 5 (1.92%) AWS CloudFormation
11 5 (1.92%) AWS Step Functions
11 5 (1.92%) Azure Data Factory
12 4 (1.54%) Amazon CloudWatch
12 4 (1.54%) SaaS
Database & Business Intelligence
1 43 (16.54%) Data Warehouse
2 20 (7.69%) Amazon Redshift
2 20 (7.69%) Power BI
3 17 (6.54%) SQL Server
4 14 (5.38%) BigQuery
5 11 (4.23%) Data Lake
6 10 (3.85%) Amazon Athena
7 9 (3.46%) Metadata
8 8 (3.08%) Big Data
9 6 (2.31%) Delta Lake
10 5 (1.92%) Amazon RDS
10 5 (1.92%) Spark SQL
11 4 (1.54%) NoSQL
11 4 (1.54%) Power Query
11 4 (1.54%) SQL Server Integration Services
12 3 (1.15%) Azure SQL Data Warehouse
12 3 (1.15%) DynamoDB
12 3 (1.15%) Flink
12 3 (1.15%) MongoDB
12 3 (1.15%) PostgreSQL
Development Applications
1 17 (6.54%) Git
2 3 (1.15%) Bitbucket
2 3 (1.15%) GitLab
2 3 (1.15%) Jenkins
2 3 (1.15%) Visual Studio Code
3 1 (0.38%) Claude Code
General
1 42 (16.15%) Social Skills
2 24 (9.23%) Analytical Skills
3 21 (8.08%) Finance
4 15 (5.77%) Public Sector
5 14 (5.38%) Law
6 9 (3.46%) Retail
7 8 (3.08%) Health Technology
7 8 (3.08%) Inclusion and Diversity
8 4 (1.54%) Marketing
9 2 (0.77%) Advertising
9 2 (0.77%) Aerospace
9 2 (0.77%) Games
10 1 (0.38%) Banking
10 1 (0.38%) Documentation Skills
10 1 (0.38%) iGaming
10 1 (0.38%) Social Housing
Libraries, Frameworks & Software Standards
1 27 (10.38%) Terraform
2 20 (7.69%) PySpark
3 12 (4.62%) Kafka
4 4 (1.54%) .NET
5 3 (1.15%) AWS CDK
5 3 (1.15%) Great Expectations
5 3 (1.15%) Pandas
6 2 (0.77%) Apache Avro
6 2 (0.77%) JSON
7 1 (0.38%) Model Context Protocol
7 1 (0.38%) Oracle Fusion
7 1 (0.38%) REST
7 1 (0.38%) scikit-learn
Miscellaneous
1 13 (5.00%) Cloud Native
2 12 (4.62%) Greenfield Project
3 9 (3.46%) Onboarding
4 6 (2.31%) Data Structures
4 6 (2.31%) Product Ownership
5 3 (1.15%) Replication
5 3 (1.15%) Self-Motivation
6 2 (0.77%) Algorithms
6 2 (0.77%) Hybrid Cloud
6 2 (0.77%) Legacy Systems
6 2 (0.77%) Sports Betting
7 1 (0.38%) AI Agents
7 1 (0.38%) Distributed Systems
7 1 (0.38%) Driving Licence
7 1 (0.38%) Freedom of Information
7 1 (0.38%) Mobile App
7 1 (0.38%) Online Gambling
7 1 (0.38%) Public Cloud
7 1 (0.38%) Reference Data
Processes & Methodologies
1 97 (37.31%) Analytics
2 77 (29.62%) Data Engineering
3 69 (26.54%) Data Pipeline
4 54 (20.77%) Decision-Making
5 51 (19.62%) ETL
6 50 (19.23%) AI
7 42 (16.15%) Data Modelling
8 41 (15.77%) Agile
9 37 (14.23%) CI/CD
10 34 (13.08%) Business Intelligence
11 32 (12.31%) Machine Learning
12 28 (10.77%) Problem-Solving
13 27 (10.38%) Data Transformation
14 26 (10.00%) Mentoring
15 25 (9.62%) Platform Engineering
16 22 (8.46%) Data Governance
16 22 (8.46%) Lakehouse
17 21 (8.08%) Data Science
18 20 (7.69%) Continuous Improvement
19 19 (7.31%) Business Strategy
Programming Languages
1 100 (38.46%) SQL
2 80 (30.77%) Python
3 9 (3.46%) Bash
4 8 (3.08%) Java
4 8 (3.08%) Scala
5 5 (1.92%) JavaScript
6 4 (1.54%) C#
6 4 (1.54%) C++
6 4 (1.54%) Data Analysis Expressions
Qualifications
1 32 (12.31%) Security Cleared
2 16 (6.15%) SC Cleared
3 14 (5.38%) DV Cleared
4 10 (3.85%) Degree
5 4 (1.54%) Master's Degree
5 4 (1.54%) Microsoft Certification
6 3 (1.15%) AWS Certification
6 3 (1.15%) BPSS Clearance
6 3 (1.15%) Computer Science Degree
7 2 (0.77%) DBS Check
8 1 (0.38%) PMP
Quality Assurance & Compliance
1 57 (21.92%) Data Quality
2 6 (2.31%) Accessibility
3 4 (1.54%) QA
4 2 (0.77%) GDPR
System Software
1 14 (5.38%) Docker
Systems Management
1 3 (1.15%) Kubernetes
Vendors
1 28 (10.77%) Databricks
2 23 (8.85%) Microsoft
3 8 (3.08%) Google
4 3 (1.15%) Salesforce
4 3 (1.15%) SAP
5 2 (0.77%) Alteryx
6 1 (0.38%) Informatica
6 1 (0.38%) Oracle
6 1 (0.38%) YouTube