LangGraph Contract Job Trends in Scotland

LangGraph
UK > Scotland

The table below provides summary statistics and contractor rates for jobs advertised in Scotland requiring LangGraph skills. It covers contract job vacancies from the 6 months leading up to 27 November 2025, with comparisons to the same periods in the previous two years.

6 months to
27 Nov 2025
Same period 2024 Same period 2023
Rank 109 - -
Rank change year-on-year - - -
Contract jobs citing LangGraph 8 0 0
As % of all contract jobs in Scotland 0.50% - -
As % of the Libraries, Frameworks & Software Standards category 2.22% - -
Number of daily rates quoted 3 0 0
10th Percentile £473 - -
25th Percentile £497 - -
Median daily rate (50th Percentile) £537 - -
75th Percentile £541 - -
90th Percentile £543 - -
UK median daily rate £548 - -

All Software Libraries and Frameworks
Scotland

LangGraph falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring technical specification, industry standards, software libraries and framework skills in Scotland.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 361 369 515
As % of all contract IT jobs advertised in Scotland 22.46% 21.17% 21.52%
Number of daily rates quoted 211 232 348
10th Percentile £358 £351 £386
25th Percentile £419 £396 £425
Median daily rate (50th Percentile) £500 £453 £485
Median % change year-on-year +10.50% -6.70% +2.11%
75th Percentile £575 £538 £575
90th Percentile £625 £675 £638
UK median daily rate £500 £550 £550
% change year-on-year -9.09% - -4.35%
Number of hourly rates quoted 1 0 9
10th Percentile - - £49.50
25th Percentile £52.50 - £55.00
Median hourly rate £55.00 - £59.03
Median % change year-on-year - - +43.34%
75th Percentile £57.50 - £73.75
90th Percentile - - £78.00
UK median hourly rate £55.00 £65.00 £54.78
% change year-on-year -15.38% +18.66% -13.05%

LangGraph
Job Vacancy Trend in Scotland

Historical trend showing the proportion of contract IT job postings citing LangGraph relative to all contract IT jobs advertised in Scotland.

LangGraph job vacancy trend in Scotland

LangGraph
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing LangGraph within the Scotland region over the 6 months to 27 November 2025. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Glasgow - 7 £501 -
Edinburgh - 1 £545 -
LangGraph
UK

LangGraph
Co-Occurring Skills & Capabilities in Scotland by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Cloud Services
1 6 (75.00%) OpenShift
2 2 (25.00%) Amazon Bedrock
2 2 (25.00%) Amazon SageMaker
2 2 (25.00%) AWS
Database & Business Intelligence
1 8 (100.00%) Redis
2 5 (62.50%) NoSQL
3 4 (50.00%) Big Data
Development Applications
1 6 (75.00%) Jenkins
2 4 (50.00%) Artifactory
3 2 (25.00%) GitLab
General
1 6 (75.00%) Social Skills
2 2 (25.00%) Finance
3 1 (12.50%) Banking
Job Titles
1 3 (37.50%) Artificial Intelligence Engineer
1 3 (37.50%) Data Engineer
1 3 (37.50%) Platform Engineer
1 3 (37.50%) Python Data Engineer
1 3 (37.50%) Python Engineer
2 2 (25.00%) Architect
2 2 (25.00%) Artificial Intelligence Architect
3 1 (12.50%) Development Engineer
Libraries, Frameworks & Software Standards
1 6 (75.00%) FastAPI
1 6 (75.00%) Flask
1 6 (75.00%) Kafka
1 6 (75.00%) LangChain
1 6 (75.00%) OAuth
1 6 (75.00%) OAuth2
1 6 (75.00%) RESTful
2 5 (62.50%) Loki
2 5 (62.50%) PyTorch
2 5 (62.50%) TensorFlow
3 4 (50.00%) Hugging Face
3 4 (50.00%) OpenTelemetry
4 2 (25.00%) CrewAI
4 2 (25.00%) pgvector
5 1 (12.50%) REST
Miscellaneous
1 7 (87.50%) AI Agents
2 4 (50.00%) Private Cloud
3 2 (25.00%) Cloud Native
Processes & Methodologies
1 8 (100.00%) AI
1 8 (100.00%) CI/CD
1 8 (100.00%) Generative AI
1 8 (100.00%) Machine Learning
1 8 (100.00%) ModelOps
2 7 (87.50%) MLOps
3 6 (75.00%) Agile
3 6 (75.00%) Computer Science
3 6 (75.00%) Containerisation
3 6 (75.00%) Data Engineering
3 6 (75.00%) DevOps
3 6 (75.00%) GitOps
3 6 (75.00%) LLM
3 6 (75.00%) Microservices
3 6 (75.00%) Secure Coding
3 6 (75.00%) Site Reliability Engineering
3 6 (75.00%) Use Case
4 5 (62.50%) Deep Learning
4 5 (62.50%) Performance Testing
4 5 (62.50%) Unit Testing
Programming Languages
1 8 (100.00%) Python
2 6 (75.00%) SQL
Qualifications
1 6 (75.00%) Computer Science Degree
1 6 (75.00%) Degree
1 6 (75.00%) Master's Degree
Quality Assurance & Compliance
1 1 (12.50%) Disclosure Scotland
Systems Management
1 8 (100.00%) Kubernetes
2 6 (75.00%) Grafana
2 6 (75.00%) Prometheus
3 5 (62.50%) Kustomize