Semantic Search Job Trends in the North of England

Semantic Search
England > North of England

The table below provides summary statistics and salary benchmarking for jobs advertised in the North of England requiring Semantic Search skills. It covers permanent job vacancies from the 6 months leading up to 12 September 2026, with comparisons to the same periods in the previous two years.

6 months to
12 Sep 2026
Same period 2025 Same period 2024
Rank 337 - -
Rank change year-on-year - - -
Permanent jobs citing Semantic Search 16 0 0
As % of all permanent jobs in the North of England 0.068% - -
As % of the Processes & Methodologies category 0.097% - -
Number of salaries quoted 12 0 0
10th Percentile - - -
25th Percentile £77,000 - -
Median annual salary (50th Percentile) £82,000 - -
75th Percentile £87,000 - -
90th Percentile - - -
England median annual salary £82,000 £110,000 -
% change year-on-year -25.45% - -

All Process & Methodology Skills
North of England

Semantic Search 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 the North of England.

Permanent vacancies with a requirement for process or methodology skills 16,498 8,213 11,111
As % of all permanent jobs advertised in the North of England 70.41% 87.47% 78.16%
Number of salaries quoted 12,339 4,122 6,263
10th Percentile £30,000 £26,001 £30,000
25th Percentile £40,000 £32,500 £39,235
Median annual salary (50th Percentile) £55,000 £48,500 £50,000
Median % change year-on-year +13.40% -3.00% -9.09%
75th Percentile £74,987 £65,000 £65,000
90th Percentile £90,000 £80,000 £79,130
England median annual salary £60,000 £55,000 £57,500
% change year-on-year +9.09% -4.35% -8.00%

Semantic Search
Job Vacancy Trend in the North of England

Historical trend showing the proportion of permanent IT job postings citing Semantic Search relative to all permanent IT jobs advertised in the North of England.

Semantic Search job vacancy trend in the North of England

Semantic Search
Salary Trend in the North of England

Salary distribution trend for jobs in the North of England citing Semantic Search.

Salary distribution trend for jobs in the North of England citing Semantic Search

Semantic Search
Job Locations in the North of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Semantic Search within the North of England region over the 6 months to 12 September 2026. 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
North East - 11 £82,000 - 3
North West - 4 £75,000 - 6
Yorkshire - 1 - -
Semantic Search
England

Semantic Search
Co-Occurring Skills & Capabilities in the North of England 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:

Application Platforms
1 1 (6.25%) Apache Airflow
1 1 (6.25%) Apache Spark
Cloud Services
1 15 (93.75%) GCP
2 14 (87.50%) AWS
3 13 (81.25%) Azure
4 3 (18.75%) dbt
5 2 (12.50%) Cloud Functions
5 2 (12.50%) Dataform
5 2 (12.50%) GitHub
5 2 (12.50%) Google Ads
5 2 (12.50%) Google Analytics
5 2 (12.50%) Google Data Studio
5 2 (12.50%) Google Tag Manager
6 1 (6.25%) Anthropic Claude
6 1 (6.25%) Azure Synapse Analytics
6 1 (6.25%) Power Platform
6 1 (6.25%) Snowflake
Database & Business Intelligence
1 3 (18.75%) BigQuery
1 3 (18.75%) Data Lake
1 3 (18.75%) Data Warehouse
2 2 (12.50%) Metadata
3 1 (6.25%) Amazon Redshift
3 1 (6.25%) Chroma
3 1 (6.25%) Elasticsearch
3 1 (6.25%) Looker
3 1 (6.25%) Milvus
3 1 (6.25%) NoSQL
3 1 (6.25%) Pinecone
3 1 (6.25%) Power BI
3 1 (6.25%) Snowflake Schema
3 1 (6.25%) Tableau
3 1 (6.25%) Weaviate
Development Applications
1 1 (6.25%) Claude Code
1 1 (6.25%) Git
1 1 (6.25%) MLflow
General
1 11 (68.75%) Inclusion and Diversity
1 11 (68.75%) Public Sector
2 2 (12.50%) Finance
2 2 (12.50%) Marketing
2 2 (12.50%) Retail
3 1 (6.25%) Analytical Skills
Job Titles
1 11 (68.75%) Lead
2 7 (43.75%) Artificial Intelligence Engineer
3 4 (25.00%) Architect
3 4 (25.00%) Lead Architect
3 4 (25.00%) Technical Architect
3 4 (25.00%) Technical Leader
4 3 (18.75%) Data Engineer
4 3 (18.75%) Senior
5 2 (12.50%) Senior Data Engineer
6 1 (6.25%) Developer
6 1 (6.25%) Senior Systems Engineer
6 1 (6.25%) Systems Engineer
Libraries, Frameworks & Software Standards
1 13 (81.25%) LangChain
1 13 (81.25%) LlamaIndex
2 7 (43.75%) Web Services
3 2 (12.50%) Terraform
4 1 (6.25%) CrewAI
4 1 (6.25%) Faiss
4 1 (6.25%) Kafka
4 1 (6.25%) LangGraph
4 1 (6.25%) Model Context Protocol
4 1 (6.25%) pgvector
4 1 (6.25%) PyTorch
4 1 (6.25%) REST
4 1 (6.25%) scikit-learn
4 1 (6.25%) TensorFlow
Miscellaneous
1 11 (68.75%) Onboarding
2 9 (56.25%) Cloud Native
3 2 (12.50%) AI Agents
4 1 (6.25%) Clustering
4 1 (6.25%) Public Cloud
Processes & Methodologies
1 16 (100.00%) AI
2 15 (93.75%) Data Engineering
3 14 (87.50%) CI/CD
3 14 (87.50%) Retrieval-Augmented Generation
4 13 (81.25%) Generative AI
4 13 (81.25%) Infrastructure as Code
4 13 (81.25%) LLM
5 12 (75.00%) MLOps
5 12 (75.00%) Observability
6 11 (68.75%) Agile
6 11 (68.75%) Artificial Intelligence Engineering
6 11 (68.75%) Docs as Code
6 11 (68.75%) Green IT
6 11 (68.75%) Knowledge Transfer
6 11 (68.75%) Open Source
6 11 (68.75%) Rainbow Teams
6 11 (68.75%) User-Centered Design (UCD)
7 9 (56.25%) Machine Learning
7 9 (56.25%) Prompt Engineering
8 8 (50.00%) DevOps
Programming Languages
1 11 (68.75%) Python
2 4 (25.00%) SQL
3 1 (6.25%) JavaScript
3 1 (6.25%) TypeScript
Qualifications
1 11 (68.75%) AWS Certification
1 11 (68.75%) Azure Certification
2 7 (43.75%) BPSS Clearance
3 3 (18.75%) Degree
4 1 (6.25%) Computer Science Degree
4 1 (6.25%) Microsoft Certified Professional
Quality Assurance & Compliance
1 7 (43.75%) NCSC
2 2 (12.50%) Data Quality
3 1 (6.25%) California Consumer Privacy Act
3 1 (6.25%) GDPR
System Software
1 1 (6.25%) Docker
Systems Management
1 1 (6.25%) Kubernetes
Vendors
1 2 (12.50%) Google
2 1 (6.25%) Cloudera
2 1 (6.25%) Databricks
2 1 (6.25%) Dell