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 26 July 2024, comparing them to the same period in the previous two years.

6 months to
26 Jul 2024
Same period 2023 Same period 2022
Rank 149 153 193
Rank change year-on-year +4 +40 -12
Permanent jobs citing Data Pipeline 105 58 58
As % of all permanent jobs advertised in Scotland 1.84% 1.53% 0.95%
As % of the Processes & Methodologies category 2.10% 1.59% 1.03%
Number of salaries quoted 17 21 27
10th Percentile £44,250 £50,000 £31,000
25th Percentile £46,250 £61,180 £44,375
Median annual salary (50th Percentile) £67,500 £69,447 £55,000
Median % change year-on-year -2.80% +26.27% -
75th Percentile £77,500 £77,715 £63,125
90th Percentile £85,000 £85,000 £82,820
UK median annual salary £70,000 £70,000 £75,000
% change year-on-year - -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 5,004 3,640 5,626
As % of all permanent jobs advertised in Scotland 87.82% 95.94% 92.38%
Number of salaries quoted 2,133 1,969 3,041
10th Percentile £31,250 £31,555 £31,250
25th Percentile £41,250 £41,250 £41,250
Median annual salary (50th Percentile) £54,000 £55,000 £55,000
Median % change year-on-year -1.82% - +15.79%
75th Percentile £67,500 £71,250 £70,000
90th Percentile £80,000 £82,548 £83,750
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - +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 26 July 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 26 July 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 -9 91 £75,000 +7.14% 3
Edinburgh +4 7 £67,500 -2.80% 1
Aberdeen -4 4 - -
Lanarkshire - 1 - - 2
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 5 (4.76%) Apache Spark
2 4 (3.81%) Apache
Applications
1 4 (3.81%) Microsoft Excel
Cloud Services
1 36 (34.29%) AWS
2 31 (29.52%) Cloud Computing
3 16 (15.24%) Azure
4 15 (14.29%) GCP
5 8 (7.62%) Azure Data Factory
5 8 (7.62%) Power Platform
6 4 (3.81%) Azure DevOps
6 4 (3.81%) IaaS
6 4 (3.81%) PaaS
6 4 (3.81%) SaaS
7 2 (1.90%) Fivetran
8 1 (0.95%) Snowflake
Communications & Networking
1 44 (41.90%) Kerberos
Database & Business Intelligence
1 44 (41.90%) Metadata
2 27 (25.71%) NoSQL
3 11 (10.48%) Data Warehouse
3 11 (10.48%) SQL Server
4 10 (9.52%) BigQuery
4 10 (9.52%) Looker
5 8 (7.62%) Power BI
6 7 (6.67%) Data Lake
7 6 (5.71%) PostgreSQL
8 5 (4.76%) Big Data
8 5 (4.76%) SQL Server Integration Services
9 4 (3.81%) Azure SQL Database
10 2 (1.90%) MySQL
10 2 (1.90%) Snowflake Schema
10 2 (1.90%) Tableau
11 1 (0.95%) Azure SQL Data Warehouse
11 1 (0.95%) Delta Lake
11 1 (0.95%) Hadoop
Development Applications
1 44 (41.90%) Artifactory
1 44 (41.90%) Bitbucket
1 44 (41.90%) Git
1 44 (41.90%) Jenkins
General
1 77 (73.33%) Inclusion and Diversity
2 75 (71.43%) Finance
3 73 (69.52%) Law
4 45 (42.86%) Marketing
5 27 (25.71%) Legal
6 9 (8.57%) Analytical Skills
7 5 (4.76%) Games
8 4 (3.81%) Social Skills
9 2 (1.90%) Banking
10 1 (0.95%) Financial Institution
10 1 (0.95%) Investment Banking
10 1 (0.95%) Private Banking
10 1 (0.95%) Retail
Job Titles
1 73 (69.52%) Software Engineer
2 46 (43.81%) Lead
3 45 (42.86%) Lead Software Engineer
4 36 (34.29%) Senior
5 32 (30.48%) Data Engineer
5 32 (30.48%) Senior Software Engineer
6 28 (26.67%) AWS Engineer
6 28 (26.67%) AWS Software Engineer
7 11 (10.48%) Principal Engineer
8 10 (9.52%) Principal Data Engineer
9 9 (8.57%) Platform Engineer
10 5 (4.76%) Azure Data Engineer
10 5 (4.76%) Azure Engineer
11 4 (3.81%) Senior Data Engineer
12 2 (1.90%) Java Engineer
12 2 (1.90%) Java Software Engineer
13 1 (0.95%) Data Manager
13 1 (0.95%) Engineering Manager
13 1 (0.95%) Principal Software Engineer
13 1 (0.95%) Senior Java Engineer
Libraries, Frameworks & Software Standards
1 44 (41.90%) JSON
1 44 (41.90%) JSON-LD
1 44 (41.90%) LDAP
1 44 (41.90%) OpenID
1 44 (41.90%) RESTful
1 44 (41.90%) SAML
1 44 (41.90%) Web Services
1 44 (41.90%) XML
2 2 (1.90%) GraphQL
2 2 (1.90%) REST
2 2 (1.90%) SOAP
3 1 (0.95%) Kafka
Miscellaneous
1 44 (41.90%) Enterprise Cloud
1 44 (41.90%) Management Information System
1 44 (41.90%) Reference Data
2 28 (26.67%) Algorithms
3 27 (25.71%) Onboarding
4 10 (9.52%) Self-Motivation
5 4 (3.81%) Data Structures
5 4 (3.81%) Hedge funds
6 2 (1.90%) Greenfield Project
7 1 (0.95%) Cloud Native
7 1 (0.95%) Distributed Applications
7 1 (0.95%) Distributed Computing
7 1 (0.95%) Public Cloud
Processes & Methodologies
1 87 (82.86%) Agile
2 79 (75.24%) CI/CD
3 76 (72.38%) Software Engineering
4 73 (69.52%) Operational Stability
4 73 (69.52%) SDLC
5 71 (67.62%) Community of Practice
6 56 (53.33%) Data Modelling
7 52 (49.52%) Data Transformation
8 46 (43.81%) ETL
9 45 (42.86%) Roadmaps
10 44 (41.90%) Architectural Design
10 44 (41.90%) Continuous Delivery
10 44 (41.90%) Identity Access Management
10 44 (41.90%) Information Architecture
10 44 (41.90%) Ontologies
10 44 (41.90%) RDF
10 44 (41.90%) Test Automation
10 44 (41.90%) Use Case
11 39 (37.14%) Problem-Solving
12 33 (31.43%) Visualisation
Programming Languages
1 49 (46.67%) SQL
2 44 (41.90%) Go
2 44 (41.90%) Prolog
2 44 (41.90%) SPARQL
3 38 (36.19%) Python
4 7 (6.67%) Java
5 2 (1.90%) Bash
5 2 (1.90%) JavaScript
5 2 (1.90%) PowerShell
5 2 (1.90%) R
5 2 (1.90%) Scala
5 2 (1.90%) Shell Script
6 1 (0.95%) Kotlin
Quality Assurance & Compliance
1 9 (8.57%) GDPR
2 7 (6.67%) Data Quality
3 4 (3.81%) QA
System Software
1 44 (41.90%) Active Directory
Vendors
1 33 (31.43%) Databricks
2 14 (13.33%) Google
3 8 (7.62%) Microsoft
4 2 (1.90%) Oracle