Word Embedding Contract Job Trends

Word Embedding
UK

The table below provides summary statistics and contractor rates for jobs requiring Word Embedding skills. It covers contract job vacancies from the 6 months leading up to 24 December 2025, with comparisons to the same periods in the previous two years.

6 months to
24 Dec 2025
Same period 2024 Same period 2023
Rank 584 - -
Rank change year-on-year - - -
Contract jobs citing Word Embedding 2 0 0
As % of all contract jobs in the UK 0.005% - -
As % of the Processes & Methodologies category 0.006% - -
Number of daily rates quoted 1 0 0
Median daily rate (50th Percentile) £490 - -
UK excluding London median daily rate - - -

All Process and Methodology Skills
UK

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.

Contract vacancies with a requirement for process or methodology skills 32,644 29,969 38,201
As % of all contract IT jobs advertised in the UK 88.25% 88.28% 88.26%
Number of daily rates quoted 20,536 18,292 25,469
10th Percentile £300 £308 £306
25th Percentile £406 £413 £419
Median daily rate (50th Percentile) £500 £525 £525
Median % change year-on-year -4.76% - -4.55%
75th Percentile £617 £638 £650
90th Percentile £725 £741 £744
UK excluding London median daily rate £476 £500 £500
% change year-on-year -4.80% - -
Number of hourly rates quoted 2,079 968 1,499
10th Percentile £14.61 £15.62 £14.40
25th Percentile £17.57 £20.30 £19.06
Median hourly rate £25.15 £32.50 £43.90
Median % change year-on-year -22.62% -25.97% +25.43%
75th Percentile £50.38 £62.50 £65.00
90th Percentile £68.75 £74.13 £77.50
UK excluding London median hourly rate £23.54 £31.50 £45.00
% change year-on-year -25.28% -30.00% +42.45%

Word Embedding
Job Vacancy Trend

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

Word Embedding job vacancy trend in the UK

Word Embedding
Daily Rate Trend

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

Contractor daily rate distribution trend for jobs in the UK citing Word Embedding

Word Embedding
Top 2 Contract Job Locations

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 UK over the 6 months to 24 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
England - 2 £490 - 6

Word Embedding
Co-Occurring Skills & Capabilities 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