Data Pipeline Jobs in Scotland

Data Pipelines
UK > Scotland

The table below provides summary statistics for permanent job vacancies advertised in Scotland requiring Data Pipeline skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Pipeline over the 6 months leading up to 23 June 2024, comparing them to the same period in the previous two years.

6 months to
23 Jun 2024
Same period 2023 Same period 2022
Rank 132 155 190
Rank change year-on-year +23 +35 -20
Permanent jobs citing Data Pipeline 163 60 76
As % of all permanent jobs advertised in Scotland 2.38% 1.40% 1.20%
As % of the Processes & Methodologies category 2.67% 1.48% 1.31%
Number of salaries quoted 27 21 26
10th Percentile £39,750 £50,000 £31,000
25th Percentile £46,250 £55,000 £41,705
Median annual salary (50th Percentile) £66,500 £65,000 £53,750
Median % change year-on-year +2.31% +20.93% +7.50%
75th Percentile £77,500 £77,715 £60,938
90th Percentile £85,000 - £65,000
UK median annual salary £67,500 £70,000 £75,000
% change year-on-year -3.57% -6.67% +11.11%

All Process and Methodology Skills
Scotland

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 Scotland.

Permanent vacancies with a requirement for process or methodology skills 6,115 4,054 5,784
As % of all permanent jobs advertised in Scotland 89.41% 94.68% 91.27%
Number of salaries quoted 2,571 2,031 2,895
10th Percentile £28,250 £32,000 £31,250
25th Percentile £40,000 £41,750 £41,250
Median annual salary (50th Percentile) £52,500 £57,500 £55,000
Median % change year-on-year -8.70% +4.55% +12.24%
75th Percentile £65,000 £72,500 £70,000
90th Percentile £80,000 £85,000 £83,000
UK median annual salary £55,000 £60,899 £60,000
% change year-on-year -9.69% +1.50% +9.09%

Data Pipeline
Job Vacancy Trend in Scotland

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

Job vacancy trend for Data Pipeline in Scotland

Data Pipeline
Salary Trend in Scotland

3-month moving average salary quoted in jobs citing Data Pipeline in Scotland.

Salary trend for Data Pipeline in Scotland

Data Pipeline
Salary Histogram in Scotland

Salary distribution for jobs citing Data Pipeline in Scotland over the 6 months to 23 June 2024.

Salary histogram for Data Pipeline in Scotland

Data Pipeline
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Pipeline within the Scotland region over the 6 months to 23 June 2024. 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
Glasgow +7 142 £75,000 +7.14% 4
Edinburgh +1 9 £69,038 +8.29% 2
Aberdeen -11 4 - - 1
Dumfries and Galloway - 3 £39,000 -
Lanarkshire - 1 - - 3
Data Pipeline
UK

Data Pipeline
Co-occurring Skills and Capabilities in Scotland 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:

Application Platforms
1 16 (9.82%) Apache
2 15 (9.20%) Apache Spark
Applications
1 4 (2.45%) Microsoft Excel
Cloud Services
1 65 (39.88%) AWS
2 38 (23.31%) Cloud Computing
3 22 (13.50%) Azure
4 15 (9.20%) GCP
5 13 (7.98%) Azure Data Factory
6 11 (6.75%) Power Platform
7 6 (3.68%) Azure DevOps
8 4 (2.45%) IaaS
8 4 (2.45%) PaaS
8 4 (2.45%) SaaS
9 2 (1.23%) Fivetran
10 1 (0.61%) Snowflake
Communications & Networking
1 65 (39.88%) Kerberos
2 10 (6.13%) DSL
Database & Business Intelligence
1 65 (39.88%) Metadata
2 34 (20.86%) NoSQL
3 20 (12.27%) Data Lake
4 16 (9.82%) Big Data
5 14 (8.59%) Data Warehouse
6 11 (6.75%) Power BI
6 11 (6.75%) SQL Server
7 10 (6.13%) BigQuery
7 10 (6.13%) DB2
7 10 (6.13%) Looker
7 10 (6.13%) MongoDB
7 10 (6.13%) Tableau
8 8 (4.91%) SQL Server Integration Services
9 6 (3.68%) PostgreSQL
10 4 (2.45%) Azure SQL Data Warehouse
10 4 (2.45%) Azure SQL Database
11 3 (1.84%) Delta Lake
12 2 (1.23%) MySQL
13 1 (0.61%) Hadoop
Development Applications
1 65 (39.88%) Artifactory
1 65 (39.88%) Bitbucket
1 65 (39.88%) Git
1 65 (39.88%) Jenkins
General
1 129 (79.14%) Finance
2 127 (77.91%) Inclusion and Diversity
3 123 (75.46%) Law
4 88 (53.99%) Marketing
5 34 (20.86%) Legal
6 20 (12.27%) Analytical Skills
7 15 (9.20%) Banking
8 12 (7.36%) Presentation Skills
9 11 (6.75%) Financial Institution
9 11 (6.75%) Investment Banking
10 5 (3.07%) Games
11 3 (1.84%) Social Skills
12 1 (0.61%) Private Banking
12 1 (0.61%) Public Sector
Job Titles
1 101 (61.96%) Software Engineer
2 69 (42.33%) Lead
3 66 (40.49%) Lead Software Engineer
4 50 (30.67%) Senior
5 43 (26.38%) Senior Software Engineer
6 42 (25.77%) Data Engineer
7 34 (20.86%) AWS Engineer
7 34 (20.86%) AWS Software Engineer
8 22 (13.50%) Software Engineering Director
9 12 (7.36%) Technology Director
10 11 (6.75%) Principal Engineer
11 10 (6.13%) Principal Data Engineer
12 9 (5.52%) Platform Engineer
13 5 (3.07%) Azure Data Engineer
13 5 (3.07%) Azure Engineer
13 5 (3.07%) Data Scientist
14 4 (2.45%) Senior Data Engineer
15 3 (1.84%) Developer
15 3 (1.84%) Lead Data Engineer
15 3 (1.84%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 65 (39.88%) JSON
1 65 (39.88%) JSON-LD
1 65 (39.88%) LDAP
1 65 (39.88%) OpenID
1 65 (39.88%) RESTful
1 65 (39.88%) SAML
1 65 (39.88%) Web Services
1 65 (39.88%) XML
2 12 (7.36%) Apache NiFi
3 11 (6.75%) Kafka
4 5 (3.07%) Pandas
4 5 (3.07%) XGBoost
5 2 (1.23%) GraphQL
5 2 (1.23%) REST
5 2 (1.23%) SOAP
Miscellaneous
1 75 (46.01%) Management Information System
2 65 (39.88%) Enterprise Cloud
2 65 (39.88%) Reference Data
3 37 (22.70%) Algorithms
4 34 (20.86%) Onboarding
5 23 (14.11%) Cloud Native
6 22 (13.50%) Product Ownership
7 12 (7.36%) Taxonomies
8 11 (6.75%) Public Cloud
9 10 (6.13%) Self-Motivation
10 9 (5.52%) Data Structures
11 4 (2.45%) Hedge funds
12 2 (1.23%) Greenfield Project
13 1 (0.61%) Distributed Applications
13 1 (0.61%) Distributed Computing
13 1 (0.61%) IoT
Processes & Methodologies
1 130 (79.75%) CI/CD
2 128 (78.53%) Agile
3 123 (75.46%) Software Engineering
4 111 (68.10%) Operational Stability
4 111 (68.10%) SDLC
5 109 (66.87%) Community of Practice
6 99 (60.74%) Data Modelling
7 82 (50.31%) Use Case
8 75 (46.01%) Architectural Design
8 75 (46.01%) Continuous Delivery
8 75 (46.01%) Information Architecture
8 75 (46.01%) Test Automation
9 73 (44.79%) Data Transformation
10 68 (41.72%) Roadmaps
11 66 (40.49%) ETL
12 65 (39.88%) Identity Access Management
12 65 (39.88%) Ontologies
12 65 (39.88%) RDF
13 62 (38.04%) Machine Learning
14 56 (34.36%) Data Analysis
Programming Languages
1 75 (46.01%) SQL
2 70 (42.94%) Python
3 65 (39.88%) Go
3 65 (39.88%) Prolog
3 65 (39.88%) SPARQL
4 17 (10.43%) Java
5 12 (7.36%) Scala
6 10 (6.13%) PL/SQL
7 2 (1.23%) JavaScript
7 2 (1.23%) R
8 1 (0.61%) Kotlin
8 1 (0.61%) T-SQL
Qualifications
1 2 (1.23%) DBS Check
Quality Assurance & Compliance
1 10 (6.13%) SLA
2 9 (5.52%) GDPR
3 8 (4.91%) Data Quality
4 6 (3.68%) QA
System Software
1 65 (39.88%) Active Directory
Systems Management
1 10 (6.13%) Kubernetes
Vendors
1 64 (39.26%) Databricks
2 14 (8.59%) Google
3 12 (7.36%) Microsoft
3 12 (7.36%) Oracle
4 10 (6.13%) Alteryx
4 10 (6.13%) Cognos
4 10 (6.13%) Sybase