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 10 October 2026.

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

6 months to
10 Oct 2026
Same period 2025 Same period 2024
Rank 68 172 113
Rank change year-on-year +104 -59 -14
Permanent jobs requiring a Data Engineer 260 64 136
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 194 57 120
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 £79,063
90th Percentile £90,000 £87,500 £92,750
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 11,986 4,581 6,993
% of permanent jobs with a recognized job title 93.15% 88.03% 95.27%
Number of salaries quoted 8,798 2,269 4,013
10th Percentile £30,000 £26,500 £30,750
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 £55,281
% change year-on-year +7.27% -0.51% -7.87%

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 10 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 10 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 +34 152 £65,000 +4.00% 101
Lancashire +40 39 £64,653 +10.52% 17
Cheshire +46 37 £65,000 +52.94% 15
Merseyside +9 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 10 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 98 (37.69%) SQL
2 95 (36.54%) Analytics
3 78 (30.00%) Python
4 75 (28.85%) Data Engineering
5 71 (27.31%) AWS
6 68 (26.15%) Data Pipeline
7 56 (21.54%) Azure
8 55 (21.15%) Data Quality
9 52 (20.00%) Decision-Making
10 50 (19.23%) ETL
11 48 (18.46%) AI
12 42 (16.15%) Agile
13 41 (15.77%) Data Warehouse
14 40 (15.38%) Data Modelling
15 36 (13.85%) CI/CD
16 32 (12.31%) GCP
16 32 (12.31%) Security Cleared
17 31 (11.92%) Business Intelligence
18 30 (11.54%) Machine Learning
19 28 (10.77%) Databricks
20 26 (10.00%) Problem-Solving
20 26 (10.00%) Terraform
21 25 (9.62%) Data Transformation
21 25 (9.62%) Platform Engineering
22 24 (9.23%) Mentoring
23 23 (8.85%) Microsoft
24 21 (8.08%) Data Governance
24 21 (8.08%) dbt
25 20 (7.69%) Amazon Redshift
25 20 (7.69%) Continuous Improvement

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 (6.15%) Apache Airflow
2 14 (5.38%) Apache
2 14 (5.38%) Apache Spark
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 56 (21.54%) Azure
3 32 (12.31%) GCP
4 21 (8.08%) dbt
5 18 (6.92%) AWS Lambda
5 18 (6.92%) Serverless
5 18 (6.92%) Snowflake
6 17 (6.54%) Amazon S3
6 17 (6.54%) GitHub
6 17 (6.54%) Power Platform
7 9 (3.46%) Azure DevOps
7 9 (3.46%) GitHub Actions
8 8 (3.08%) Amazon EMR
9 7 (2.69%) Amazon Kinesis
10 5 (1.92%) Amazon EC2
10 5 (1.92%) AWS CloudFormation
10 5 (1.92%) AWS Step Functions
10 5 (1.92%) Azure Data Factory
11 4 (1.54%) Amazon CloudWatch
11 4 (1.54%) SaaS
Database & Business Intelligence
1 41 (15.77%) Data Warehouse
2 20 (7.69%) Amazon Redshift
3 17 (6.54%) Power BI
3 17 (6.54%) SQL Server
4 14 (5.38%) BigQuery
5 11 (4.23%) Data Lake
6 9 (3.46%) Amazon Athena
7 8 (3.08%) Big Data
7 8 (3.08%) Metadata
8 6 (2.31%) Delta Lake
9 5 (1.92%) NoSQL
9 5 (1.92%) Spark SQL
10 4 (1.54%) Amazon RDS
10 4 (1.54%) DynamoDB
10 4 (1.54%) MongoDB
10 4 (1.54%) PostgreSQL
10 4 (1.54%) Power Query
11 3 (1.15%) SQL Server Integration Services
12 2 (0.77%) Flink
12 2 (0.77%) Parquet
Development Applications
1 16 (6.15%) Git
2 3 (1.15%) Bitbucket
2 3 (1.15%) GitLab
2 3 (1.15%) Jenkins
2 3 (1.15%) Visual Studio Code
General
1 41 (15.77%) Social Skills
2 22 (8.46%) Analytical Skills
3 18 (6.92%) Finance
4 16 (6.15%) Public Sector
5 14 (5.38%) Law
6 9 (3.46%) Health Technology
6 9 (3.46%) Retail
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 26 (10.00%) Terraform
2 18 (6.92%) PySpark
3 13 (5.00%) Kafka
4 4 (1.54%) .NET
5 3 (1.15%) AWS CDK
5 3 (1.15%) Pandas
6 2 (0.77%) Apache Avro
6 2 (0.77%) Great Expectations
6 2 (0.77%) JSON
7 1 (0.38%) Oracle Fusion
7 1 (0.38%) REST
7 1 (0.38%) scikit-learn
Miscellaneous
1 14 (5.38%) 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%) 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 95 (36.54%) Analytics
2 75 (28.85%) Data Engineering
3 68 (26.15%) Data Pipeline
4 52 (20.00%) Decision-Making
5 50 (19.23%) ETL
6 48 (18.46%) AI
7 42 (16.15%) Agile
8 40 (15.38%) Data Modelling
9 36 (13.85%) CI/CD
10 31 (11.92%) Business Intelligence
11 30 (11.54%) Machine Learning
12 26 (10.00%) Problem-Solving
13 25 (9.62%) Data Transformation
13 25 (9.62%) Platform Engineering
14 24 (9.23%) Mentoring
15 21 (8.08%) Data Governance
16 20 (7.69%) Continuous Improvement
16 20 (7.69%) Data Science
16 20 (7.69%) Lakehouse
17 19 (7.31%) Data Architecture
Programming Languages
1 98 (37.69%) SQL
2 78 (30.00%) 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 55 (21.15%) 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
2 1 (0.38%) Grafana
2 1 (0.38%) Prometheus
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