Period
to

The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 15 August 2022 with a comparison to the same period in the previous 2 years.

Data Pipelines
Scotland > Glasgow
6 months to
15 Aug 2022
Same period 2021 Same period 2020
Rank 74 100 80
Rank change year-on-year +26 -20 +41
Permanent jobs citing Data Pipeline 40 6 5
As % of all permanent jobs advertised in Glasgow 2.61% 0.45% 0.59%
As % of the Processes & Methodologies category 2.78% 0.49% 0.62%
Number of salaries quoted 23 4 1
10th Percentile £31,000 - -
25th Percentile £45,000 £52,000 -
Median annual salary (50th Percentile) £55,000 £74,500 £35,000
Median % change year-on-year -26.17% +112.86% -33.33%
75th Percentile £60,625 £97,500 -
90th Percentile £79,756 - -
Scotland median annual salary £55,000 £55,000 £55,000
% change year-on-year - - +4.76%

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 Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Permanent vacancies with a requirement for process or methodology skills 1,439 1,221 802
As % of all permanent IT jobs advertised in Glasgow 93.81% 92.08% 94.69%
Number of salaries quoted 801 829 554
10th Percentile £31,250 £33,000 £32,500
25th Percentile £38,775 £37,500 £37,750
Median annual salary (50th Percentile) £50,238 £47,500 £47,500
Median % change year-on-year +5.76% - +5.56%
75th Percentile £65,000 £60,000 £57,500
90th Percentile £77,500 £75,000 £65,000
Scotland median annual salary £55,000 £50,000 £47,500
% change year-on-year +10.00% +5.26% +5.56%

Data Pipeline
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Data Pipeline in Glasgow

Data Pipeline
Salary Trend in Glasgow

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

Salary trend for Data Pipeline in Glasgow

Data Pipeline
Salary Histogram in Glasgow

Salary distribution for jobs citing Data Pipeline in Glasgow over the 6 months to 15 August 2022.

Salary histogram for Data Pipeline in Glasgow

For the 6 months to 15 August 2022, IT jobs citing Data Pipeline also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Glasgow region with a requirement for Data Pipeline.

1 36 (90.00%) Social Skills
2 34 (85.00%) SQL
3 33 (82.50%) ETL
3 33 (82.50%) Agile
4 28 (70.00%) Python
4 28 (70.00%) Data Analytics
4 28 (70.00%) Analytics
5 27 (67.50%) Big Data
5 27 (67.50%) Apache Spark
6 25 (62.50%) R
7 22 (55.00%) Azure
7 22 (55.00%) AWS
8 20 (50.00%) Data Architecture
8 20 (50.00%) Microsoft
9 19 (47.50%) Business Intelligence
10 18 (45.00%) SQL Server
10 18 (45.00%) Problem-Solving
11 17 (42.50%) Data Modelling
12 16 (40.00%) Data Management
13 15 (37.50%) Apache Airflow
13 15 (37.50%) Databricks
13 15 (37.50%) Data Science
13 15 (37.50%) Hadoop
14 14 (35.00%) Continuous Integration
14 14 (35.00%) Power BI
14 14 (35.00%) Data Lake
14 14 (35.00%) Power Platform
14 14 (35.00%) Snowflake
15 13 (32.50%) CI/CD
15 13 (32.50%) Data Strategy

Data Pipeline
Co-occurring IT Skills in Glasgow by Category

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

Application Platforms
1 27 (67.50%) Apache Spark
2 15 (37.50%) Apache Airflow
3 13 (32.50%) Apache Pig
3 13 (32.50%) Luigi
Cloud Services
1 22 (55.00%) AWS
1 22 (55.00%) Azure
2 14 (35.00%) Power Platform
2 14 (35.00%) Snowflake
3 13 (32.50%) Amazon Kinesis
4 12 (30.00%) Azure DevOps
5 8 (20.00%) GCP
6 2 (5.00%) Azure Logic Apps
6 2 (5.00%) Azure Synapse Analytics
7 1 (2.50%) Azure Cosmos DB
7 1 (2.50%) Azure Functions
7 1 (2.50%) Cloud Computing
7 1 (2.50%) Dynamics 365
7 1 (2.50%) Serverless
Database & Business Intelligence
1 27 (67.50%) Big Data
2 18 (45.00%) SQL Server
3 15 (37.50%) Hadoop
4 14 (35.00%) Data Lake
4 14 (35.00%) Power BI
5 12 (30.00%) Relational Database
6 10 (25.00%) Data Warehouse
7 7 (17.50%) Azure SQL Database
7 7 (17.50%) Tableau
8 5 (12.50%) NoSQL
9 2 (5.00%) OLAP
10 1 (2.50%) Amazon Redshift
10 1 (2.50%) BigQuery
10 1 (2.50%) SQL Server Integration Services
Development Applications
1 12 (30.00%) ER Studio
1 12 (30.00%) ERwin
1 12 (30.00%) JIRA
2 1 (2.50%) Git (software)
2 1 (2.50%) Jenkins
2 1 (2.50%) JUnit
2 1 (2.50%) Mockito
General
1 36 (90.00%) Social Skills
2 13 (32.50%) Advertising
3 12 (30.00%) Presentation Skills
4 3 (7.50%) Finance
4 3 (7.50%) Legal
5 2 (5.00%) Analytical Skills
6 1 (2.50%) Retail
Job Titles
1 16 (40.00%) Data Engineer
2 13 (32.50%) Senior Data Engineer
3 12 (30.00%) Analytics Consultant
3 12 (30.00%) Business Intelligence Consultant
3 12 (30.00%) Consultant
3 12 (30.00%) Data Analytics Consultant
3 12 (30.00%) Data Consultant
4 6 (15.00%) Developer
5 5 (12.50%) SQL Developer
6 4 (10.00%) Junior
6 4 (10.00%) Junior Consultant
7 3 (7.50%) Head of Data Management
7 3 (7.50%) Head of Operations
7 3 (7.50%) Senior Business Intelligence Consultant
7 3 (7.50%) Senior Consultant
7 3 (7.50%) Senior Data Analytics Consultant
8 1 (2.50%) Analyst
8 1 (2.50%) Applications Manager
8 1 (2.50%) Business Intelligence Developer
8 1 (2.50%) Business Intelligence Lead
Libraries, Frameworks & Software Standards
1 13 (32.50%) Kafka
1 13 (32.50%) OLE
2 5 (12.50%) .NET
2 5 (12.50%) CSS
2 5 (12.50%) CSS3
2 5 (12.50%) HTML
2 5 (12.50%) HTML5
3 2 (5.00%) Apache Beam
Miscellaneous
1 12 (30.00%) IoT
2 1 (2.50%) Algorithms
Processes & Methodologies
1 33 (82.50%) Agile
1 33 (82.50%) ETL
2 28 (70.00%) Analytics
2 28 (70.00%) Data Analytics
3 20 (50.00%) Data Architecture
4 19 (47.50%) Business Intelligence
5 18 (45.00%) Problem-Solving
6 17 (42.50%) Data Modelling
7 16 (40.00%) Data Management
8 15 (37.50%) Data Science
9 14 (35.00%) Continuous Integration
10 13 (32.50%) CI/CD
10 13 (32.50%) Continuous Delivery
10 13 (32.50%) Data Extraction
10 13 (32.50%) Data Strategy
10 13 (32.50%) DevOps
10 13 (32.50%) Visualisation
11 12 (30.00%) Data Visualisation
11 12 (30.00%) Inmon Methodology
11 12 (30.00%) Kimball Methodology
Programming Languages
1 34 (85.00%) SQL
2 28 (70.00%) Python
3 25 (62.50%) R
4 8 (20.00%) T-SQL
5 6 (15.00%) PowerShell
6 2 (5.00%) Java
Qualifications
1 1 (2.50%) Degree
Quality Assurance & Compliance
1 3 (7.50%) Data Quality
2 1 (2.50%) QA
System Software
1 2 (5.00%) Docker
Systems Management
1 2 (5.00%) Kubernetes
2 1 (2.50%) Terraform
Vendors
1 20 (50.00%) Microsoft
2 15 (37.50%) Databricks
3 7 (17.50%) Google
3 7 (17.50%) Oracle