Data Pipeline Job Trends in Cambridge

Data Pipelines
Cambridgeshire > Cambridge

The table below provides summary statistics and salary benchmarking for jobs advertised in Cambridge requiring Data Pipeline skills. It covers vacancies from the 6 months leading up to 20 September 2025, with comparisons to the same periods in the previous two years.

6 months to
20 Sep 2025
Same period 2024 Same period 2023
Rank 50 63 52
Rank change year-on-year +13 -11 +47
Permanent jobs citing Data Pipeline 5 2 4
As % of all permanent jobs advertised in Cambridge 1.45% 0.32% 0.90%
As % of the Processes & Methodologies category 1.57% 0.41% 0.96%
Number of salaries quoted 3 2 3
10th Percentile £42,000 £55,375 £46,750
25th Percentile £46,875 £57,813 £55,000
Median annual salary (50th Percentile) £60,000 £66,250 £72,500
Median % change year-on-year -9.43% -8.62% +2.84%
75th Percentile £75,000 £75,313 £77,500
90th Percentile £81,000 £78,125 £78,250
Cambridgeshire median annual salary £60,000 £66,250 £75,000
% change year-on-year -9.43% -11.67% +6.38%

All Process and Methodology Skills
Cambridge

Data Pipeline falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in Cambridge.

Permanent vacancies with a requirement for process or methodology skills 318 487 416
As % of all permanent jobs advertised in Cambridge 92.44% 77.06% 93.91%
Number of salaries quoted 223 297 234
10th Percentile £26,250 £35,000 £27,000
25th Percentile £28,500 £47,750 £40,000
Median annual salary (50th Percentile) £49,000 £62,500 £55,250
Median % change year-on-year -21.60% +13.12% +0.45%
75th Percentile £62,500 £80,000 £75,000
90th Percentile £70,000 £85,000 £85,750
Cambridgeshire median annual salary £47,125 £55,000 £55,000
% change year-on-year -14.32% - +4.76%

Data Pipeline
Job Vacancy Trend in Cambridge

Job postings citing Data Pipeline as a proportion of all IT jobs advertised in Cambridge.

Job vacancy trend for Data Pipeline in Cambridge

Data Pipeline
Salary Trend in Cambridge

Salary distribution trend for jobs in Cambridge citing Data Pipeline.

Salary distribution trend for jobs in Cambridge citing Data Pipeline

Data Pipeline
Salary Histogram in Cambridge

Salary distribution for jobs citing Data Pipeline in Cambridge over the 6 months to 20 September 2025.

Salary histogram for Data Pipeline in Cambridge

Data Pipeline
Co-occurring Skills and Capabilities in Cambridge by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Business Applications
1 1 (20.00%) Dynamics CRM
Cloud Services
1 5 (100.00%) AWS
2 3 (60.00%) SaaS
3 2 (40.00%) Amazon ECS
3 2 (40.00%) Azure
4 1 (20.00%) Amazon EKS
4 1 (20.00%) Amazon S3
4 1 (20.00%) Amazon SageMaker
4 1 (20.00%) AWS Lambda
4 1 (20.00%) Azure DevOps
4 1 (20.00%) Azure Machine Learning
4 1 (20.00%) dbt
4 1 (20.00%) Dynamics 365
4 1 (20.00%) Fivetran
4 1 (20.00%) GCP
4 1 (20.00%) GitHub
4 1 (20.00%) GitHub Actions
4 1 (20.00%) Google Data Studio
4 1 (20.00%) Power Platform
4 1 (20.00%) Serverless
4 1 (20.00%) Snowflake
Database & Business Intelligence
1 2 (40.00%) Amazon Redshift
1 2 (40.00%) Data Warehouse
2 1 (20.00%) Big Data
2 1 (20.00%) BigQuery
2 1 (20.00%) Looker
2 1 (20.00%) NoSQL
2 1 (20.00%) Power BI
2 1 (20.00%) Relational Database
2 1 (20.00%) SQL Server
2 1 (20.00%) Tableau
Development Applications
1 1 (20.00%) Git
1 1 (20.00%) GitLab
General
1 2 (40.00%) Social Skills
2 1 (20.00%) Analytical Skills
2 1 (20.00%) Finance
2 1 (20.00%) Law
2 1 (20.00%) Manufacturing
2 1 (20.00%) Marketing
2 1 (20.00%) Pharmaceutical
2 1 (20.00%) Retail
Job Titles
1 3 (60.00%) Software Engineer
2 1 (20.00%) Analyst
2 1 (20.00%) Architect
2 1 (20.00%) Business Intelligence Analyst
2 1 (20.00%) Front-End Engineer (Client-Side Engineer)
2 1 (20.00%) Full-Stack Engineer
2 1 (20.00%) Full-Stack Software Engineer
2 1 (20.00%) Java Engineer
2 1 (20.00%) Java Software Engineer
2 1 (20.00%) Principal Engineer
2 1 (20.00%) Principal Java Engineer
2 1 (20.00%) Principal Software Engineer
2 1 (20.00%) Senior
2 1 (20.00%) Software Architect
Libraries, Frameworks & Software Standards
1 2 (40.00%) Kafka
1 2 (40.00%) React
1 2 (40.00%) Spring
1 2 (40.00%) Spring Boot
2 1 (20.00%) .NET
2 1 (20.00%) FHIR
2 1 (20.00%) HTML
2 1 (20.00%) Hugging Face
2 1 (20.00%) Jest
2 1 (20.00%) Material-UI
2 1 (20.00%) Micronaut
2 1 (20.00%) NumPy
2 1 (20.00%) Pandas
2 1 (20.00%) Playwright
2 1 (20.00%) scikit-learn
Miscellaneous
1 3 (60.00%) Cloud Native
2 2 (40.00%) Distributed Systems
2 2 (40.00%) Renewable Energy
3 1 (20.00%) Biopharmaceutical
3 1 (20.00%) Life Science
3 1 (20.00%) Omics
Processes & Methodologies
1 5 (100.00%) DevOps
2 4 (80.00%) CI/CD
2 4 (80.00%) Machine Learning
3 3 (60.00%) Microservices
3 3 (60.00%) Software Engineering
4 2 (40.00%) Agile
4 2 (40.00%) Artificial Intelligence
4 2 (40.00%) Containerisation
4 2 (40.00%) Data Engineering
4 2 (40.00%) Domain-Driven Design
4 2 (40.00%) ETL
4 2 (40.00%) Event-Driven
4 2 (40.00%) Full-Stack Development
5 1 (20.00%) A/B Testing
5 1 (20.00%) Actionable Insight
5 1 (20.00%) Data Science
5 1 (20.00%) Front End Development
5 1 (20.00%) Neuroscience
5 1 (20.00%) Problem-Solving
5 1 (20.00%) Regulatory Compliance
Programming Languages
1 3 (60.00%) Python
2 2 (40.00%) Java
2 2 (40.00%) JavaScript
2 2 (40.00%) SQL
2 2 (40.00%) TypeScript
3 1 (20.00%) C#
3 1 (20.00%) C++
3 1 (20.00%) Data Analysis Expressions
3 1 (20.00%) Go
3 1 (20.00%) R
Qualifications
1 1 (20.00%) Computer Science Degree
1 1 (20.00%) Degree
1 1 (20.00%) Master's Degree
Quality Assurance & Compliance
1 1 (20.00%) CDISC
1 1 (20.00%) Data Quality
1 1 (20.00%) DICOM
1 1 (20.00%) GDPR
1 1 (20.00%) HIPAA
1 1 (20.00%) HL7
1 1 (20.00%) SNOMED CT
System Software
1 2 (40.00%) Docker
Systems Management
1 3 (60.00%) Kubernetes
2 1 (20.00%) Istio
2 1 (20.00%) Terraform
Vendors
1 1 (20.00%) Alteryx
1 1 (20.00%) Google
1 1 (20.00%) HubSpot
1 1 (20.00%) OpenAI
1 1 (20.00%) Salesforce
1 1 (20.00%) Talend
1 1 (20.00%) Zoho