NLTK Job Trends in London

Natural Language Toolkit (NLTK)
England > London

The table below provides summary statistics and salary benchmarking for jobs advertised in London requiring NLTK skills. It covers permanent job vacancies from the 6 months leading up to 28 July 2026, with comparisons to the same periods in the previous two years.

6 months to
28 Jul 2026
Same period 2025 Same period 2024
Rank 436 396 471
Rank change year-on-year -40 +75 +75
Permanent jobs citing NLTK 4 2 2
As % of all permanent jobs in London 0.017% 0.016% 0.010%
As % of the Libraries, Frameworks & Software Standards category 0.11% 0.061% 0.039%
Number of salaries quoted 1 2 1
Median annual salary (50th Percentile) £70,000 £50,000 £110,000
Median % change year-on-year +40.00% -54.55% +69.23%
England median annual salary £70,000 £50,000 £78,750
% change year-on-year +40.00% -36.51% +21.15%

All Software Libraries and Frameworks
London

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

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 3,488 3,281 5,080
As % of all permanent jobs advertised in London 15.23% 26.78% 24.75%
Number of salaries quoted 2,319 2,285 3,869
10th Percentile £51,250 £51,250 £48,750
25th Percentile £66,250 £63,750 £62,500
Median annual salary (50th Percentile) £82,500 £85,000 £85,000
Median % change year-on-year -2.94% - +6.25%
75th Percentile £100,000 £111,250 £112,500
90th Percentile £120,000 £135,000 £142,500
England median annual salary £65,000 £67,500 £60,500
% change year-on-year -3.70% +11.57% -10.37%

NLTK
Job Vacancy Trend in London

Historical trend showing the proportion of permanent IT job postings citing NLTK relative to all permanent IT jobs advertised in London.

NLTK job vacancy trend in London

NLTK
Salary Trend in London

Salary distribution trend for jobs in London citing NLTK.

Salary distribution trend for jobs in London citing NLTK

NLTK
Co-Occurring Skills & Capabilities in London 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:

Applications
1 1 (25.00%) Chatbot
Cloud Services
1 4 (100.00%) AWS
2 3 (75.00%) Azure
2 3 (75.00%) GCP
3 1 (25.00%) Anthropic Claude
3 1 (25.00%) Azure AI
3 1 (25.00%) Dialogflow
3 1 (25.00%) GitHub
3 1 (25.00%) Snowflake
Database & Business Intelligence
1 2 (50.00%) Pinecone
1 2 (50.00%) Weaviate
Development Applications
1 2 (50.00%) MLflow
2 1 (25.00%) Git
2 1 (25.00%) NUnit
General
1 2 (50.00%) Social Skills
2 1 (25.00%) Analytical Skills
2 1 (25.00%) Presentation Skills
Job Titles
1 2 (50.00%) Artificial Intelligence Engineer
2 1 (25.00%) Architect
2 1 (25.00%) Artificial Intelligence Architect
2 1 (25.00%) Artificial Intelligence Developer
2 1 (25.00%) Developer
2 1 (25.00%) Trainer
Libraries, Frameworks & Software Standards
1 3 (75.00%) Hugging Face
1 3 (75.00%) SpaCy
2 2 (50.00%) CrewAI
2 2 (50.00%) Faiss
2 2 (50.00%) LangChain
2 2 (50.00%) LangGraph
2 2 (50.00%) LlamaIndex
2 2 (50.00%) PyTorch
3 1 (25.00%) NumPy
3 1 (25.00%) Pandas
3 1 (25.00%) pytest
3 1 (25.00%) REST
3 1 (25.00%) RESTful
3 1 (25.00%) scikit-learn
3 1 (25.00%) TensorFlow
3 1 (25.00%) XGBoost
Miscellaneous
1 3 (75.00%) AI Agents
2 1 (25.00%) Autonomous Agent
2 1 (25.00%) Enterprise Software
2 1 (25.00%) Hackathon
Processes & Methodologies
1 4 (100.00%) AI
1 4 (100.00%) LLM
1 4 (100.00%) Machine Learning
2 3 (75.00%) Generative AI
2 3 (75.00%) Natural Language Processing
2 3 (75.00%) Prompt Engineering
2 3 (75.00%) Retrieval-Augmented Generation
3 2 (50.00%) Data Science
3 2 (50.00%) MLOps
3 2 (50.00%) Problem-Solving
3 2 (50.00%) Software Engineering
4 1 (25.00%) CI/CD
4 1 (25.00%) Conversational UI
4 1 (25.00%) Data Pipeline
4 1 (25.00%) Dialogue System
4 1 (25.00%) Full-Stack Development
4 1 (25.00%) Observability
4 1 (25.00%) Sprint Planning
4 1 (25.00%) Technical Leadership
4 1 (25.00%) Workshop Facilitation
Programming Languages
1 4 (100.00%) Python
2 1 (25.00%) C#
2 1 (25.00%) SQL
Qualifications
1 1 (25.00%) Computer Science Degree
1 1 (25.00%) Degree
System Software
1 2 (50.00%) Docker
Systems Management
1 2 (50.00%) Kubeflow
1 2 (50.00%) Kubernetes
Vendors
1 2 (50.00%) OpenAI
2 1 (25.00%) Google
2 1 (25.00%) Microsoft