Period
to

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for OLE skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited OLE over the 6 months to 7 August 2022 with a comparison to the same period in the previous 2 years.

Object Linking and Embedding (OLE)
Scotland > Glasgow
6 months to
7 Aug 2022
Same period 2021 Same period 2020
Rank 58 100 -
Rank change year-on-year +42 - -
Permanent jobs citing OLE 68 4 0
As % of all permanent jobs advertised in Glasgow 4.33% 0.29% -
As % of the Libraries, Frameworks & Software Standards category 11.99% 0.66% -
Number of salaries quoted 1 0 0
10th Percentile - - -
25th Percentile £54,500 - -
Median annual salary (50th Percentile) £56,000 - -
75th Percentile £57,500 - -
90th Percentile - - -
Scotland median annual salary £56,000 - -

OLE is in the Software Libraries and Frameworks 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 technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Glasgow
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 567 603 418
As % of all permanent IT jobs advertised in Glasgow 36.11% 44.11% 47.66%
Number of salaries quoted 260 417 284
10th Percentile £34,950 £33,750 £32,500
25th Percentile £40,000 £37,500 £37,500
Median annual salary (50th Percentile) £55,000 £47,500 £45,000
Median % change year-on-year +15.79% +5.56% -
75th Percentile £67,500 £60,000 £56,250
90th Percentile £78,750 £72,500 £65,000
Scotland median annual salary £57,500 £50,000 £47,500
% change year-on-year +15.00% +5.26% +5.56%

OLE
Job Vacancy Trend in Glasgow

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

Job vacancy trend for OLE in Glasgow

OLE
Salary Trend in Glasgow

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

Salary trend for OLE in Glasgow

For the 6 months to 7 August 2022, IT jobs citing OLE 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 OLE.

1 67 (98.53%) Advertising
2 62 (91.18%) Agile
3 35 (51.47%) Continuous Integration
4 32 (47.06%) Java
5 31 (45.59%) AWS
6 26 (38.24%) Social Skills
7 25 (36.76%) Problem-Solving
8 20 (29.41%) Git (software)
9 19 (27.94%) Python
9 19 (27.94%) R
10 18 (26.47%) GraphQL
11 16 (23.53%) Software Engineering
12 15 (22.06%) Data Management
12 15 (22.06%) Data Extraction
12 15 (22.06%) Data Architecture
12 15 (22.06%) ETL
12 15 (22.06%) SQL
12 15 (22.06%) Big Data
12 15 (22.06%) Kafka
12 15 (22.06%) Data Analytics
12 15 (22.06%) Analytics
12 15 (22.06%) Apache Spark
12 15 (22.06%) Amazon Kinesis
12 15 (22.06%) Continuous Delivery
12 15 (22.06%) Apache Airflow
12 15 (22.06%) Luigi
12 15 (22.06%) Databricks
12 15 (22.06%) Data Strategy
12 15 (22.06%) Data Pipeline
12 15 (22.06%) Snowflake

OLE
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 15 (22.06%) Apache Airflow
1 15 (22.06%) Apache Spark
1 15 (22.06%) Luigi
2 13 (19.12%) Apache Pig
Cloud Services
1 31 (45.59%) AWS
2 15 (22.06%) Amazon Kinesis
2 15 (22.06%) Snowflake
3 2 (2.94%) Azure
3 2 (2.94%) Cloud Computing
3 2 (2.94%) dbt
3 2 (2.94%) GCP
Database & Business Intelligence
1 15 (22.06%) Big Data
2 13 (19.12%) Hadoop
3 11 (16.18%) Relational Database
4 2 (2.94%) Elasticsearch
Development Applications
1 20 (29.41%) Git (software)
2 6 (8.82%) Jenkins
3 4 (5.88%) JIRA
4 2 (2.94%) Cypress.io
4 2 (2.94%) Postman
4 2 (2.94%) TestCafe
General
1 67 (98.53%) Advertising
2 26 (38.24%) Social Skills
3 5 (7.35%) Legal
4 1 (1.47%) Public Sector
Job Titles
1 41 (60.29%) Developer
2 30 (44.12%) Java Developer
3 19 (27.94%) Data Engineer
4 13 (19.12%) Senior Data Engineer
4 13 (19.12%) Senior Developer
4 13 (19.12%) Senior Java Developer
5 7 (10.29%) React Developer
6 4 (5.88%) DataOps Engineer
7 2 (2.94%) Backend Developer
7 2 (2.94%) Front End Developer (Client-Side Developer)
7 2 (2.94%) Python Developer
7 2 (2.94%) Test Engineer
8 1 (1.47%) Test Leader
Libraries, Frameworks & Software Standards
1 18 (26.47%) GraphQL
2 15 (22.06%) Kafka
3 11 (16.18%) RESTful
4 9 (13.24%) CSS
4 9 (13.24%) HTML
4 9 (13.24%) React
4 9 (13.24%) Redux
5 7 (10.29%) Hibernate
5 7 (10.29%) REST
5 7 (10.29%) Spring
6 4 (5.88%) Django
6 4 (5.88%) Flask
7 2 (2.94%) Lucene
Miscellaneous
1 5 (7.35%) Driving Licence
2 4 (5.88%) Mobile App
Processes & Methodologies
1 62 (91.18%) Agile
2 35 (51.47%) Continuous Integration
3 25 (36.76%) Problem-Solving
4 16 (23.53%) Software Engineering
5 15 (22.06%) Analytics
5 15 (22.06%) CI/CD
5 15 (22.06%) Continuous Delivery
5 15 (22.06%) Data Analytics
5 15 (22.06%) Data Architecture
5 15 (22.06%) Data Extraction
5 15 (22.06%) Data Management
5 15 (22.06%) Data Pipeline
5 15 (22.06%) Data Strategy
5 15 (22.06%) ETL
6 13 (19.12%) Coaching
6 13 (19.12%) Mentoring
7 10 (14.71%) Multithreading
8 9 (13.24%) Front End Development
8 9 (13.24%) OOP
8 9 (13.24%) TDD
Programming Languages
1 32 (47.06%) Java
2 19 (27.94%) Python
2 19 (27.94%) R
3 15 (22.06%) SQL
Quality Assurance & Compliance
1 2 (2.94%) QA
2 1 (1.47%) PMO
System Software
1 6 (8.82%) Docker
Systems Management
1 8 (11.76%) Kubernetes
2 4 (5.88%) Ansible
2 4 (5.88%) Grafana
2 4 (5.88%) Prometheus
2 4 (5.88%) Terraform
Vendors
1 15 (22.06%) Databricks