Natural Language Processing Contracts in England

Natural Language Processing (NLP)
UK > England

The table below provides summary statistics for contract job vacancies advertised in England requiring Natural Language Processing skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Natural Language Processing over the 6 months leading up to 16 May 2025, comparing them to the same period in the previous two years.

6 months to
16 May 2025
Same period 2024 Same period 2023
Rank 399 473 555
Rank change year-on-year +74 +82 +101
Contract jobs citing Natural Language Processing 80 73 87
As % of all contract jobs advertised in England 0.33% 0.20% 0.18%
As % of the Processes & Methodologies category 0.36% 0.23% 0.20%
Number of daily rates quoted 51 47 55
10th Percentile £413 £345 £425
25th Percentile £453 £438 £481
Median daily rate (50th Percentile) £520 £560 £575
Median % change year-on-year -7.14% -2.61% -4.17%
75th Percentile £650 £653 £800
90th Percentile £800 £775 £1,100
UK median daily rate £520 £508 £575
% change year-on-year +2.36% -11.65% -4.17%
Number of hourly rates quoted 3 1 0
10th Percentile - - -
25th Percentile £25.25 - -
Median hourly rate £25.50 £75.00 -
Median % change year-on-year -66.00% - -
75th Percentile £26.13 - -
90th Percentile £26.35 - -
UK median hourly rate £25.50 £75.00 -
% change year-on-year -66.00% - -

All Process and Methodology Skills
England

Natural Language Processing falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in England.

Contract vacancies with a requirement for process or methodology skills 22,142 31,440 43,538
As % of all contract IT jobs advertised in England 91.23% 86.46% 90.17%
Number of daily rates quoted 14,483 20,583 30,556
10th Percentile £306 £300 £325
25th Percentile £413 £413 £450
Median daily rate (50th Percentile) £525 £525 £550
Median % change year-on-year - -4.55% +2.33%
75th Percentile £638 £650 £675
90th Percentile £750 £750 £765
UK median daily rate £515 £525 £550
% change year-on-year -1.90% -4.55% +3.77%
Number of hourly rates quoted 937 2,239 1,538
10th Percentile £14.20 £12.87 £10.63
25th Percentile £18.13 £15.97 £16.25
Median hourly rate £28.75 £36.50 £37.30
Median % change year-on-year -21.23% -2.14% +49.20%
75th Percentile £62.50 £60.00 £65.00
90th Percentile £75.00 £72.50 £75.00
UK median hourly rate £28.00 £36.05 £36.00
% change year-on-year -22.32% +0.13% +40.19%

Natural Language Processing
Job Vacancy Trend in England

Job postings citing Natural Language Processing as a proportion of all IT jobs advertised in England.

Job vacancy trend for Natural Language Processing in England

Natural Language Processing
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Natural Language Processing in England.

Daily rate trend for Natural Language Processing in England

Natural Language Processing
Daily Rate Histogram in England

Daily rate distribution for jobs citing Natural Language Processing in England over the 6 months to 16 May 2025.

Daily rate histogram for Natural Language Processing in England

Natural Language Processing
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Natural Language Processing in England.

Hourly rate trend for Natural Language Processing in England

Natural Language Processing
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Natural Language Processing within the England region over the 6 months to 16 May 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
London +20 57 £520 -9.17% 307
North of England - 13 £508 - 18
North West - 11 £520 - 11
South West +45 5 £558 +23.89% 15
West Midlands - 1 £315 - 4
Yorkshire - 1 £525 - 4
Midlands - 1 £315 - 6
North East - 1 £350 - 3
Natural Language Processing
UK

Natural Language Processing
Co-occurring Skills and Capabilities in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 8 (10.00%) Jupyter
2 2 (2.50%) Drupal
3 1 (1.25%) Apache Spark
3 1 (1.25%) CMS
3 1 (1.25%) Confluence
Applications
1 12 (15.00%) Chatbot
2 1 (1.25%) MadCap Flare
2 1 (1.25%) Microsoft Office
Business Applications
1 1 (1.25%) SAP S/4HANA
1 1 (1.25%) Shopify
1 1 (1.25%) Sparx Enterprise Architect
Cloud Services
1 34 (42.50%) AWS
2 26 (32.50%) Azure
3 14 (17.50%) GCP
4 13 (16.25%) Amazon SageMaker
4 13 (16.25%) Serverless
5 10 (12.50%) AWS Lambda
6 9 (11.25%) Amazon S3
6 9 (11.25%) AWS CodeCommit
6 9 (11.25%) Cloud9 IDE
6 9 (11.25%) Textract
7 8 (10.00%) Azure AI
8 6 (7.50%) GitHub
9 5 (6.25%) Azure Machine Learning
9 5 (6.25%) GitHub Actions
9 5 (6.25%) Google Gemini
9 5 (6.25%) Power Platform
10 4 (5.00%) Anthropic Claude
10 4 (5.00%) Microsoft Copilot
10 4 (5.00%) Vertex AI
11 3 (3.75%) Copilot Studio
Database & Business Intelligence
1 13 (16.25%) PostgreSQL
2 8 (10.00%) Oracle Database
3 5 (6.25%) Data Lake
3 5 (6.25%) Power BI
4 4 (5.00%) Big Data
4 4 (5.00%) Neo4j
4 4 (5.00%) Tableau
5 3 (3.75%) Data Mining
6 2 (2.50%) NoSQL
6 2 (2.50%) Relational Database
6 2 (2.50%) SQL Server
7 1 (1.25%) Amazon Athena
7 1 (1.25%) Amazon QuickSight
7 1 (1.25%) BusinessObjects
7 1 (1.25%) Elasticsearch
7 1 (1.25%) MongoDB
7 1 (1.25%) OLAP
7 1 (1.25%) OLTP
7 1 (1.25%) Oracle OLAP
7 1 (1.25%) Oracle Reports
Development Applications
1 7 (8.75%) Git
2 6 (7.50%) MLflow
3 4 (5.00%) Jenkins
4 2 (2.50%) GitLab
4 2 (2.50%) JIRA
5 1 (1.25%) Code Climate
5 1 (1.25%) ERwin
5 1 (1.25%) SonarQube
General
1 18 (22.50%) Analytical Skills
1 18 (22.50%) Social Skills
2 13 (16.25%) Finance
3 10 (12.50%) Public Sector
4 6 (7.50%) Legal
4 6 (7.50%) Pharmaceutical
5 5 (6.25%) Manufacturing
6 3 (3.75%) Military
7 2 (2.50%) Marketing
7 2 (2.50%) Publishing
7 2 (2.50%) Retail
7 2 (2.50%) Telecoms
8 1 (1.25%) Financial Institution
Job Titles
1 25 (31.25%) Data Scientist
2 11 (13.75%) Artificial Intelligence Engineer
3 9 (11.25%) Senior
4 8 (10.00%) Developer
5 7 (8.75%) Architect
5 7 (8.75%) Machine Learning Engineer
6 6 (7.50%) Artificial Intelligence Architect
7 4 (5.00%) Gen AI Engineer
7 4 (5.00%) Python Engineer
8 3 (3.75%) Designer
8 3 (3.75%) Lead
8 3 (3.75%) Product Lead
8 3 (3.75%) QA Engineer
8 3 (3.75%) Solutions Architect
9 2 (2.50%) Artificial Intelligence Developer
9 2 (2.50%) Azure Engineer
9 2 (2.50%) Data Engineer
9 2 (2.50%) Data Science Engineer
9 2 (2.50%) Enterprise Architect
9 2 (2.50%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 22 (27.50%) PyTorch
2 21 (26.25%) TensorFlow
3 13 (16.25%) Pandas
3 13 (16.25%) scikit-learn
4 12 (15.00%) NumPy
5 10 (12.50%) LangChain
5 10 (12.50%) pydantic
6 9 (11.25%) OpenCV
6 9 (11.25%) SciPy
7 7 (8.75%) Hugging Face
8 4 (5.00%) Regular Expression
8 4 (5.00%) REST
9 3 (3.75%) Keras
9 3 (3.75%) OpenTelemetry
9 3 (3.75%) XGBoost
10 2 (2.50%) FastAPI
10 2 (2.50%) Plotly
10 2 (2.50%) React
11 1 (1.25%) Elastic Stack
11 1 (1.25%) pytest
Miscellaneous
1 13 (16.25%) Algorithms
2 6 (7.50%) Distributed Systems
3 4 (5.00%) AI Agents
3 4 (5.00%) Product Ownership
3 4 (5.00%) Public Cloud
3 4 (5.00%) Self-Motivation
4 3 (3.75%) Greenfield Project
4 3 (3.75%) Legacy Systems
4 3 (3.75%) Virtual Team
5 2 (2.50%) Data Protection Act
5 2 (2.50%) Data Structures
5 2 (2.50%) Educational Technology
5 2 (2.50%) Life Science
6 1 (1.25%) Analytical Mindset
6 1 (1.25%) Data Fabric
6 1 (1.25%) Hedge funds
6 1 (1.25%) IVR
6 1 (1.25%) Linux Command Line
6 1 (1.25%) Low-Code
6 1 (1.25%) Taxonomies
Operating Systems
1 1 (1.25%) Unix
Processes & Methodologies
1 71 (88.75%) Artificial Intelligence
2 66 (82.50%) Machine Learning
3 44 (55.00%) Data Science
4 34 (42.50%) LLM
5 27 (33.75%) Generative AI
6 24 (30.00%) CI/CD
7 22 (27.50%) Computer Vision
7 22 (27.50%) Deep Learning
8 21 (26.25%) Agile
9 19 (23.75%) Problem-Solving
10 17 (21.25%) Visualisation
11 15 (18.75%) MLOps
11 15 (18.75%) SDLC
12 14 (17.50%) Conversational UI
12 14 (17.50%) Data Visualisation
13 13 (16.25%) DevOps
14 12 (15.00%) Decision-Making
15 10 (12.50%) Containerisation
15 10 (12.50%) Data Pipeline
16 9 (11.25%) Data Munging
Programming Languages
1 61 (76.25%) Python
2 21 (26.25%) SQL
3 7 (8.75%) Scala
4 6 (7.50%) R
5 4 (5.00%) Clojure
5 4 (5.00%) Elixir
5 4 (5.00%) Rust
5 4 (5.00%) TypeScript
6 2 (2.50%) PHP
7 1 (1.25%) Bash
7 1 (1.25%) C#
7 1 (1.25%) Java
7 1 (1.25%) JavaScript
7 1 (1.25%) PL/SQL
7 1 (1.25%) T-SQL
Qualifications
1 14 (17.50%) Security Cleared
2 12 (15.00%) SC Cleared
3 9 (11.25%) Degree
4 5 (6.25%) Master's Degree
5 2 (2.50%) Computer Science Degree
6 1 (1.25%) AWS Certification
6 1 (1.25%) Azure Certification
6 1 (1.25%) DV Cleared
6 1 (1.25%) ISEB
6 1 (1.25%) Numerate Degree
Quality Assurance & Compliance
1 6 (7.50%) QA
2 5 (6.25%) Data Quality
3 3 (3.75%) Accessibility
4 2 (2.50%) GDPR
5 1 (1.25%) HIPAA
System Software
1 12 (15.00%) Docker
Systems Management
1 18 (22.50%) Kubernetes
2 5 (6.25%) Terraform
3 1 (1.25%) Kubeflow
Vendors
1 14 (17.50%) Microsoft
2 11 (13.75%) Oracle
3 9 (11.25%) Databricks
3 9 (11.25%) Google
4 6 (7.50%) OpenAI
5 3 (3.75%) Genesys
6 2 (2.50%) SAP
7 1 (1.25%) Adobe
7 1 (1.25%) Ariba
7 1 (1.25%) Automation Anywhere
7 1 (1.25%) Blue Prism
7 1 (1.25%) Citrix
7 1 (1.25%) Dataiku
7 1 (1.25%) DataRobot
7 1 (1.25%) IBM
7 1 (1.25%) Informatica
7 1 (1.25%) Salesforce
7 1 (1.25%) Sitecore
7 1 (1.25%) Sparx
7 1 (1.25%) UiPath