Sentiment Analysis (Sentiment Analytics, Opinion Mining)
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Sentiment Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Sentiment Analysis over the 6 months to 8 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
8 May 2024
Same period 2023 Same period 2022
Rank 874 994 1200
Rank change year-on-year +120 +206 -303
Permanent jobs citing Sentiment Analysis 14 1 35
As % of all permanent jobs advertised in the UK 0.014% 0.001% 0.022%
As % of the Processes & Methodologies category 0.016% 0.001% 0.023%
Number of salaries quoted 4 0 17
10th Percentile - - -
25th Percentile £35,000 - £34,000
Median annual salary (50th Percentile) £46,250 - £60,000
Median % change year-on-year - - -29.41%
75th Percentile £55,313 - £80,750
90th Percentile £58,125 - £90,250
UK excluding London median annual salary - - £51,750
% change year-on-year - - -17.20%

All Process and Methodology Skills
UK

Sentiment Analysis is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 84,937 97,101 150,579
As % of all permanent jobs advertised in the UK 85.64% 95.61% 95.65%
Number of salaries quoted 59,853 57,006 82,680
10th Percentile £29,000 £34,000 £33,515
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,180 £60,000
Median % change year-on-year -10.10% +1.97% +9.09%
75th Percentile £72,500 £81,250 £80,000
90th Percentile £92,500 £100,000 £96,750
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +9.38%

Sentiment Analysis
Job Vacancy Trend

Job postings citing Sentiment Analysis as a proportion of all IT jobs advertised.

Job vacancy trend for Sentiment Analysis in the UK

Sentiment Analysis
Salary Trend

3-month moving average salary quoted in jobs citing Sentiment Analysis.

Salary trend for Sentiment Analysis in the UK

Sentiment Analysis
Salary Histogram

Salary distribution for jobs citing Sentiment Analysis over the 6 months to 8 May 2024.

Salary histogram for Sentiment Analysis in the UK

Sentiment Analysis
Top 3 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Sentiment Analysis within the UK over the 6 months to 8 May 2024. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England +92 14 £46,250 - 5
London +131 8 £40,000 - 5
Work from Home - 3 £40,000 - 5

Sentiment Analysis
Co-occurring Skills and Capabilities 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:

Applications
1 2 (14.29%) Chatbot
2 1 (7.14%) Microsoft Excel
2 1 (7.14%) Microsoft PowerPoint
2 1 (7.14%) Trello
Cloud Services
1 10 (71.43%) Azure
1 10 (71.43%) GCP
2 6 (42.86%) Amazon SageMaker
2 6 (42.86%) AWS
2 6 (42.86%) Azure Machine Learning
3 2 (14.29%) Dialogflow
3 2 (14.29%) IBM Watson
4 1 (7.14%) Adobe Analytics
4 1 (7.14%) Contentsquare
4 1 (7.14%) Google Analytics
4 1 (7.14%) Power Platform
4 1 (7.14%) Slack
Database & Business Intelligence
1 4 (28.57%) Elasticsearch
2 1 (7.14%) Power BI
2 1 (7.14%) QlikView
2 1 (7.14%) Tableau
Development Applications
1 4 (28.57%) Git
General
1 7 (50.00%) Social Skills
2 6 (42.86%) Public Sector
3 5 (35.71%) Inclusion and Diversity
4 2 (14.29%) Analytical Skills
4 2 (14.29%) Tech for Good
5 1 (7.14%) Finance
Job Titles
1 6 (42.86%) Data Scientist
2 5 (35.71%) Artificial Intelligence Engineer
2 5 (35.71%) Data Engineer
2 5 (35.71%) Principal Data Engineer
2 5 (35.71%) Principal Data Scientist
2 5 (35.71%) Principal Engineer
3 4 (28.57%) Senior
4 2 (14.29%) Designer
5 1 (7.14%) Analyst
5 1 (7.14%) Digital Analyst
5 1 (7.14%) E-Commerce Analyst
Libraries, Frameworks & Software Standards
1 10 (71.43%) PyTorch
1 10 (71.43%) TensorFlow
2 6 (42.86%) MXNet
2 6 (42.86%) scikit-learn
3 4 (28.57%) Apache Beam
3 4 (28.57%) Kafka
Miscellaneous
1 4 (28.57%) Algorithms
1 4 (28.57%) Data Structures
2 2 (14.29%) Femtech
3 1 (7.14%) Taxonomies
3 1 (7.14%) Virtual Team
Processes & Methodologies
1 12 (85.71%) Analytics
1 12 (85.71%) Artificial Intelligence
1 12 (85.71%) Machine Learning
1 12 (85.71%) Natural Language Processing
2 11 (78.57%) Generative AI
3 10 (71.43%) Data Science
3 10 (71.43%) Deep Learning
3 10 (71.43%) Software Engineering
4 7 (50.00%) Data Analytics
5 6 (42.86%) Computer Vision
5 6 (42.86%) Statistical Analysis
6 5 (35.71%) Digital Engineering
7 4 (28.57%) Agile
7 4 (28.57%) Computer Science
7 4 (28.57%) Data Pipeline
7 4 (28.57%) Information Retrieval
7 4 (28.57%) LLM
7 4 (28.57%) Mathematics
7 4 (28.57%) MLOps
7 4 (28.57%) Statistics
Programming Languages
1 4 (28.57%) Java
1 4 (28.57%) Python
1 4 (28.57%) SQL
Qualifications
1 5 (35.71%) Degree
1 5 (35.71%) SC Cleared
1 5 (35.71%) Security Cleared
Systems Management
1 6 (42.86%) Terraform
Vendors
1 7 (50.00%) Google
2 6 (42.86%) Databricks
2 6 (42.86%) Dataiku
3 4 (28.57%) OpenAI
4 2 (14.29%) IBM
5 1 (7.14%) Adobe