Word Embedding Contract Job Trends in England

Word Embedding
UK > England

The table below provides summary statistics and contractor rates for jobs advertised in England requiring Word Embedding skills. It covers contract job vacancies from the 6 months leading up to 23 December 2025, with comparisons to the same periods in the previous two years.

6 months to
23 Dec 2025
Same period 2024 Same period 2023
Rank 551 - -
Rank change year-on-year - - -
Contract jobs citing Word Embedding 2 0 0
As % of all contract jobs in England 0.006% - -
As % of the Processes & Methodologies category 0.007% - -
Number of daily rates quoted 1 0 0
Median daily rate (50th Percentile) £490 - -
UK median daily rate £490 - -

All Process and Methodology Skills
England

Word Embedding 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 28,041 25,399 32,549
As % of all contract IT jobs advertised in England 88.71% 88.67% 88.57%
Number of daily rates quoted 17,829 15,672 22,137
10th Percentile £300 £310 £310
25th Percentile £406 £413 £425
Median daily rate (50th Percentile) £505 £525 £540
Median % change year-on-year -3.81% -2.78% -1.82%
75th Percentile £625 £650 £650
90th Percentile £725 £750 £750
UK median daily rate £500 £525 £528
% change year-on-year -4.76% -0.47% -4.09%
Number of hourly rates quoted 1,820 835 1,372
10th Percentile £15.14 £15.62 £15.00
25th Percentile £17.87 £20.30 £19.25
Median hourly rate £25.15 £35.00 £44.75
Median % change year-on-year -28.14% -21.79% +20.52%
75th Percentile £55.21 £64.73 £65.00
90th Percentile £69.65 £74.95 £77.50
UK median hourly rate £25.15 £32.50 £43.90
% change year-on-year -22.62% -25.97% +25.43%

Word Embedding
Job Vacancy Trend in England

Historical trend showing the proportion of contract IT job postings citing Word Embedding relative to all contract IT jobs advertised in England.

Word Embedding job vacancy trend in England

Word Embedding
Daily Rate Trend in England

Contractor daily rate distribution trend for jobs in England citing Word Embedding.

Contractor daily rate distribution trend for jobs in England citing Word Embedding

Word Embedding
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 Word Embedding within the England region over the 6 months to 23 December 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 - 2 £490 - 5
Word Embedding
UK

Word Embedding
Co-Occurring Skills & Capabilities in 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 2 (100.00%) Apache Spark
Cloud Services
1 2 (100.00%) Amazon Bedrock
1 2 (100.00%) Amazon EMR
1 2 (100.00%) Amazon Kinesis
1 2 (100.00%) AWS
Database & Business Intelligence
1 2 (100.00%) Amazon Redshift
1 2 (100.00%) Big Data
1 2 (100.00%) Data Lake
1 2 (100.00%) Data Mining
1 2 (100.00%) Hadoop
Job Titles
1 2 (100.00%) Artificial Intelligence Engineer
2 1 (50.00%) Senior
Libraries, Frameworks & Software Standards
1 2 (100.00%) CrewAI
1 2 (100.00%) HTML
1 2 (100.00%) Keras
1 2 (100.00%) LangChain
1 2 (100.00%) LangGraph
1 2 (100.00%) Matplotlib
1 2 (100.00%) NLTK
1 2 (100.00%) Node.js
1 2 (100.00%) NumPy
1 2 (100.00%) Pandas
1 2 (100.00%) Plotly
1 2 (100.00%) PySpark
1 2 (100.00%) PyTorch
1 2 (100.00%) scikit-learn
1 2 (100.00%) SciPy
1 2 (100.00%) Seaborn
1 2 (100.00%) TensorFlow
1 2 (100.00%) XGBoost
Miscellaneous
1 2 (100.00%) AI Agents
Processes & Methodologies
1 2 (100.00%) AI
1 2 (100.00%) Convolutional Neural Network
1 2 (100.00%) Data Analysis
1 2 (100.00%) Decision Tree
1 2 (100.00%) Deep Learning
1 2 (100.00%) Exploratory Data Analysis
1 2 (100.00%) Generative AI
1 2 (100.00%) Linear Regression
1 2 (100.00%) Logistic Regression
1 2 (100.00%) LSTM
1 2 (100.00%) Machine Learning
1 2 (100.00%) MapReduce
1 2 (100.00%) Multivariate Analysis
1 2 (100.00%) Natural Language Processing
1 2 (100.00%) Predictive Modelling
1 2 (100.00%) Random Forest
1 2 (100.00%) Support Vector Machines
1 2 (100.00%) Visualisation
1 2 (100.00%) Word2Vec
2 1 (50.00%) Naive Bayes
Programming Languages
1 2 (100.00%) Ada
1 2 (100.00%) C#
1 2 (100.00%) C++
1 2 (100.00%) Java
1 2 (100.00%) Python
1 2 (100.00%) R
1 2 (100.00%) SQL
Qualifications
1 2 (100.00%) MCP
System Software
1 2 (100.00%) HDFS
Vendors
1 2 (100.00%) Databricks
1 2 (100.00%) OpenAI