Data Pipeline Jobs in Scotland

Data Pipelines
UK > Scotland

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Data Pipeline skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Pipeline over the 6 months to 3 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
3 May 2024
Same period 2023 Same period 2022
Rank 121 166 163
Rank change year-on-year +45 -3 +6
Permanent jobs citing Data Pipeline 188 51 83
As % of all permanent jobs advertised in Scotland 2.79% 1.08% 1.44%
As % of the Processes & Methodologies category 3.01% 1.14% 1.58%
Number of salaries quoted 26 27 30
10th Percentile £39,375 £41,250 £40,606
25th Percentile £46,250 £50,000 £45,000
Median annual salary (50th Percentile) £67,000 £62,500 £53,750
Median % change year-on-year +7.20% +16.28% -2.27%
75th Percentile £77,500 £76,357 £65,000
90th Percentile £85,000 £77,715 £71,625
UK median annual salary £67,500 £69,447 £75,000
% change year-on-year -2.80% -7.40% +15.38%

All Process and Methodology Skills
Scotland

Data Pipeline is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 6,252 4,463 5,245
As % of all permanent jobs advertised in Scotland 92.83% 94.32% 90.92%
Number of salaries quoted 2,420 2,248 2,805
10th Percentile £28,750 £32,496 £30,000
25th Percentile £40,500 £42,000 £40,000
Median annual salary (50th Percentile) £52,500 £57,654 £52,500
Median % change year-on-year -8.94% +9.82% +5.00%
75th Percentile £65,000 £73,858 £67,500
90th Percentile £80,000 £85,000 £81,250
UK median annual salary £55,000 £61,500 £60,000
% change year-on-year -10.57% +2.50% +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 3 May 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 3 May 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 +10 168 £75,000 +11.11% 4
Edinburgh +20 9 £69,038 +8.29% 5
Aberdeen -7 5 - - 1
Dumfries and Galloway - 3 £39,000 -
Lanarkshire - 1 - -
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 25 (13.30%) Apache
2 23 (12.23%) Apache Spark
Applications
1 4 (2.13%) Microsoft Excel
Cloud Services
1 90 (47.87%) AWS
2 46 (24.47%) Cloud Computing
3 19 (10.11%) Azure
4 15 (7.98%) GCP
5 11 (5.85%) Power Platform
6 10 (5.32%) Azure Data Factory
7 4 (2.13%) IaaS
7 4 (2.13%) PaaS
7 4 (2.13%) SaaS
8 3 (1.60%) Azure DevOps
9 2 (1.06%) Fivetran
10 1 (0.53%) Snowflake
Communications & Networking
1 65 (34.57%) Kerberos
2 18 (9.57%) DSL
Database & Business Intelligence
1 65 (34.57%) Metadata
2 44 (23.40%) NoSQL
3 33 (17.55%) Big Data
4 27 (14.36%) Data Lake
5 18 (9.57%) DB2
5 18 (9.57%) MongoDB
5 18 (9.57%) Tableau
6 11 (5.85%) Data Warehouse
6 11 (5.85%) Power BI
6 11 (5.85%) SQL Server
7 10 (5.32%) BigQuery
7 10 (5.32%) Looker
8 8 (4.26%) SQL Server Integration Services
9 6 (3.19%) PostgreSQL
10 4 (2.13%) Azure SQL Database
11 3 (1.60%) Azure SQL Data Warehouse
11 3 (1.60%) Delta Lake
12 2 (1.06%) MySQL
13 1 (0.53%) Hadoop
13 1 (0.53%) RDBMS
Development Applications
1 65 (34.57%) Artifactory
1 65 (34.57%) Bitbucket
1 65 (34.57%) Git
1 65 (34.57%) Jenkins
General
1 154 (81.91%) Finance
2 153 (81.38%) Inclusion and Diversity
3 149 (79.26%) Law
4 105 (55.85%) Marketing
5 43 (22.87%) Legal
6 28 (14.89%) Analytical Skills
7 23 (12.23%) Banking
8 21 (11.17%) Presentation Skills
9 19 (10.11%) Financial Institution
9 19 (10.11%) Investment Banking
10 5 (2.66%) Games
11 3 (1.60%) Social Skills
12 1 (0.53%) Private Banking
12 1 (0.53%) Public Sector
Job Titles
1 110 (58.51%) Software Engineer
2 69 (36.70%) Lead
3 66 (35.11%) Lead Software Engineer
4 57 (30.32%) Data Engineer
5 47 (25.00%) Senior
6 43 (22.87%) Senior Software Engineer
7 39 (20.74%) Software Engineering Director
8 34 (18.09%) AWS Engineer
8 34 (18.09%) AWS Software Engineer
9 21 (11.17%) Technology Director
10 11 (5.85%) Principal Engineer
11 10 (5.32%) Principal Data Engineer
12 9 (4.79%) Big Data Engineer
12 9 (4.79%) Big Data Software Engineer
12 9 (4.79%) Platform Engineer
13 5 (2.66%) Data Scientist
14 4 (2.13%) Azure Data Engineer
14 4 (2.13%) Azure Engineer
15 3 (1.60%) Lead Data Engineer
15 3 (1.60%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 65 (34.57%) JSON
1 65 (34.57%) JSON-LD
1 65 (34.57%) LDAP
1 65 (34.57%) OpenID
1 65 (34.57%) RESTful
1 65 (34.57%) SAML
1 65 (34.57%) Web Services
1 65 (34.57%) XML
2 21 (11.17%) Apache NiFi
3 19 (10.11%) Kafka
4 5 (2.66%) Pandas
4 5 (2.66%) XGBoost
5 2 (1.06%) GraphQL
5 2 (1.06%) REST
5 2 (1.06%) SOAP
Miscellaneous
1 83 (44.15%) Management Information System
2 65 (34.57%) Enterprise Cloud
2 65 (34.57%) Reference Data
3 45 (23.94%) Algorithms
4 42 (22.34%) Onboarding
5 40 (21.28%) Cloud Native
6 39 (20.74%) Product Ownership
7 21 (11.17%) Taxonomies
8 19 (10.11%) Public Cloud
9 10 (5.32%) Self-Motivation
10 9 (4.79%) Data Structures
11 4 (2.13%) Hedge funds
12 1 (0.53%) Distributed Applications
12 1 (0.53%) Distributed Computing
12 1 (0.53%) Enterprise Software
12 1 (0.53%) IoT
Processes & Methodologies
1 153 (81.38%) CI/CD
2 149 (79.26%) Software Engineering
3 146 (77.66%) Agile
4 128 (68.09%) Operational Stability
4 128 (68.09%) SDLC
5 125 (66.49%) Community of Practice
6 114 (60.64%) Data Modelling
7 91 (48.40%) Use Case
8 87 (46.28%) Machine Learning
9 83 (44.15%) Architectural Design
9 83 (44.15%) Continuous Delivery
9 83 (44.15%) Information Architecture
9 83 (44.15%) Test Automation
10 82 (43.62%) Data Analysis
11 81 (43.09%) ETL
12 73 (38.83%) Data Transformation
13 68 (36.17%) Roadmaps
14 66 (35.11%) Artificial Intelligence
15 65 (34.57%) Ontologies
15 65 (34.57%) RDF
Programming Languages
1 96 (51.06%) Python
2 90 (47.87%) SQL
3 65 (34.57%) Go
3 65 (34.57%) Prolog
3 65 (34.57%) SPARQL
4 25 (13.30%) Java
5 20 (10.64%) Scala
6 19 (10.11%) PL/SQL
7 2 (1.06%) JavaScript
7 2 (1.06%) R
8 1 (0.53%) Kotlin
8 1 (0.53%) T-SQL
Qualifications
1 2 (1.06%) DBS Check
Quality Assurance & Compliance
1 19 (10.11%) SLA
2 9 (4.79%) Data Quality
2 9 (4.79%) GDPR
3 3 (1.60%) QA
System Software
1 65 (34.57%) Active Directory
Systems Management
1 18 (9.57%) Kubernetes
Vendors
1 86 (45.74%) Databricks
2 20 (10.64%) Oracle
3 18 (9.57%) Alteryx
3 18 (9.57%) Cognos
3 18 (9.57%) Sybase
4 14 (7.45%) Google
5 9 (4.79%) Microsoft
6 1 (0.53%) Informatica