NLTK Contract Job Trends in London

Natural Language Toolkit (NLTK)
England > London

The table below provides summary statistics and contractor rates for jobs advertised in London requiring NLTK skills. It covers contract job vacancies from the 6 months leading up to 25 December 2025, with comparisons to the same periods in the previous two years.

 6 months to
25 Dec 2025		 Same period 2024 Same period 2023
Rank 371 - 402
Rank change year-on-year - - +146
Contract jobs citing NLTK 3 0 2
As % of all contract jobs in London 0.021% - 0.011%
As % of the Libraries, Frameworks & Software Standards category 0.079% - 0.042%
Number of daily rates quoted 1 0 1
10th Percentile - - -
25th Percentile - - £463
Median daily rate (50th Percentile) £490 - £475
Median % change year-on-year - - -1.30%
75th Percentile - - £488
90th Percentile - - -
England median daily rate £490 - £620
% change year-on-year - - +27.18%

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 contract job vacancies requiring technical specification, industry standards, software libraries and framework skills in London.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 3,812 3,852 4,726
As % of all contract IT jobs advertised in London 26.38% 25.73% 25.60%
Number of daily rates quoted 2,572 2,512 3,569
10th Percentile £361 £380 £400
25th Percentile £425 £463 £475
Median daily rate (50th Percentile) £525 £575 £588
Median % change year-on-year -8.70% -2.13% -2.08%
75th Percentile £663 £700 £700
90th Percentile £775 £825 £800
England median daily rate £513 £550 £550
% change year-on-year -6.82% - -4.35%
Number of hourly rates quoted 26 19 31
10th Percentile £33.43 £34.65 £29.72
25th Percentile £43.77 £38.38 £35.94
Median hourly rate £55.00 £52.50 £50.00
Median % change year-on-year +4.76% +5.00% -19.68%
75th Percentile £63.56 £63.75 £71.00
90th Percentile £71.00 £72.80 £77.50
England median hourly rate £58.00 £62.50 £51.89
% change year-on-year -7.20% +20.45% -20.17%

NLTK
Job Vacancy Trend in London

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

NLTK job vacancy trend in London

NLTK
Daily Rate Trend in London

Contractor daily rate distribution trend for jobs in London citing NLTK.

Contractor daily rate 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:

Application Platforms
1 2 (66.67%) Apache Spark
Cloud Services
1 2 (66.67%) Amazon Bedrock
1 2 (66.67%) Amazon EMR
1 2 (66.67%) Amazon Kinesis
1 2 (66.67%) AWS
Database & Business Intelligence
1 2 (66.67%) Amazon Redshift
1 2 (66.67%) Big Data
1 2 (66.67%) Data Lake
1 2 (66.67%) Data Mining
1 2 (66.67%) Hadoop
2 1 (33.33%) Metadata
General
1 1 (33.33%) Banking
1 1 (33.33%) Corporate Banking
1 1 (33.33%) Finance
1 1 (33.33%) Investment Banking
1 1 (33.33%) Retail
1 1 (33.33%) Retail Banking
Job Titles
1 2 (66.67%) Artificial Intelligence Engineer
2 1 (33.33%) Engineering Manager
2 1 (33.33%) Project Manager
2 1 (33.33%) Senior
Libraries, Frameworks & Software Standards
1 3 (100.00%) Pandas
2 2 (66.67%) CrewAI
2 2 (66.67%) HTML
2 2 (66.67%) Keras
2 2 (66.67%) LangChain
2 2 (66.67%) LangGraph
2 2 (66.67%) Matplotlib
2 2 (66.67%) Node.js
2 2 (66.67%) NumPy
2 2 (66.67%) Plotly
2 2 (66.67%) PySpark
2 2 (66.67%) PyTorch
2 2 (66.67%) scikit-learn
2 2 (66.67%) SciPy
2 2 (66.67%) Seaborn
2 2 (66.67%) TensorFlow
2 2 (66.67%) XGBoost
3 1 (33.33%) SpaCy
Miscellaneous
1 2 (66.67%) AI Agents
Processes & Methodologies
1 3 (100.00%) AI
1 3 (100.00%) Machine Learning
1 3 (100.00%) Natural Language Processing
2 2 (66.67%) Convolutional Neural Network
2 2 (66.67%) Data Analysis
2 2 (66.67%) Decision Tree
2 2 (66.67%) Deep Learning
2 2 (66.67%) Exploratory Data Analysis
2 2 (66.67%) Generative AI
2 2 (66.67%) Linear Regression
2 2 (66.67%) Logistic Regression
2 2 (66.67%) LSTM
2 2 (66.67%) MapReduce
2 2 (66.67%) Multivariate Analysis
2 2 (66.67%) Predictive Modelling
2 2 (66.67%) Random Forest
2 2 (66.67%) Support Vector Machines
2 2 (66.67%) Visualisation
2 2 (66.67%) Word Embedding
2 2 (66.67%) Word2Vec
Programming Languages
1 3 (100.00%) Python
2 2 (66.67%) Ada
2 2 (66.67%) C#
2 2 (66.67%) C++
2 2 (66.67%) Java
2 2 (66.67%) R
2 2 (66.67%) SQL
Qualifications
1 2 (66.67%) MCP
Quality Assurance & Compliance
1 1 (33.33%) QA
System Software
1 2 (66.67%) HDFS
Vendors
1 2 (66.67%) Databricks
1 2 (66.67%) OpenAI
NLTK jobs