Decision Tree Jobs

Decision Trees
UK

The table below provides summary statistics for permanent job vacancies requiring Decision Tree skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Decision Tree over the 6 months leading up to 30 May 2025, comparing them to the same period in the previous two years.

6 months to
30 May 2025
Same period 2024 Same period 2023
Rank 690 858 885
Rank change year-on-year +168 +27 +264
Permanent jobs citing Decision Tree 19 54 77
As % of all permanent jobs advertised in the UK 0.034% 0.052% 0.079%
As % of the Processes & Methodologies category 0.037% 0.062% 0.083%
Number of salaries quoted 13 37 39
10th Percentile £29,100 £22,000 -
25th Percentile £40,000 £46,306 £35,733
Median annual salary (50th Percentile) £71,991 £70,576 £54,882
Median % change year-on-year +2.01% +28.59% -21.60%
75th Percentile £73,886 £96,539 £76,250
90th Percentile £80,000 £110,000 £85,250
UK excluding London median annual salary £71,991 £70,576 £54,882
% change year-on-year +2.01% +28.59% -0.21%

All Process and Methodology Skills
UK

Decision Tree falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 51,902 86,889 92,846
As % of all permanent jobs advertised in the UK 93.67% 84.13% 95.56%
Number of salaries quoted 25,611 60,763 54,796
10th Percentile £28,822 £29,250 £34,000
25th Percentile £41,250 £40,000 £45,000
Median annual salary (50th Percentile) £57,443 £55,000 £60,899
Median % change year-on-year +4.44% -9.69% +1.50%
75th Percentile £75,000 £72,500 £81,250
90th Percentile £97,500 £92,500 £100,000
UK excluding London median annual salary £51,574 £50,000 £55,000
% change year-on-year +3.15% -9.09% +4.76%

Decision Tree
Job Vacancy Trend

Job postings citing Decision Tree as a proportion of all IT jobs advertised.

Job vacancy trend for Decision Tree in the UK

Decision Tree
Salary Trend

3-month moving average salary quoted in jobs citing Decision Tree.

Salary trend for Decision Tree in the UK

Decision Tree
Salary Histogram

Salary distribution for jobs citing Decision Tree over the 6 months to 30 May 2025.

Salary histogram for Decision Tree in the UK

Decision Tree
Top 12 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Decision Tree within the UK over the 6 months to 30 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England +137 18 £71,991 +2.01% 40
UK excluding London +172 17 £71,991 +2.01% 31
Work from Home +104 8 £62,246 -11.80% 32
South East +89 8 £27,000 +22.73% 5
South West +102 4 £71,991 +2.01% 1
North of England +45 3 £52,500 -25.61% 20
Yorkshire +56 2 £60,000 -14.98% 2
Midlands - 2 £60,000 - 2
London +100 1 £80,000 -8.57% 13
North West +6 1 £52,500 - 18
East Midlands - 1 £80,000 -
West Midlands - 1 £40,000 - 2

Decision Tree
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:

Application Platforms
1 1 (5.26%) SAS
Applications
1 6 (31.58%) Microsoft Excel
1 6 (31.58%) Microsoft Office
2 2 (10.53%) Chatbot
Cloud Services
1 7 (36.84%) GCP
2 4 (21.05%) Vertex AI
3 3 (15.79%) AWS
Database & Business Intelligence
1 3 (15.79%) Big Data
1 3 (15.79%) Data Mining
2 1 (5.26%) MongoDB
2 1 (5.26%) Neo4j
2 1 (5.26%) NoSQL
2 1 (5.26%) Relational Database
2 1 (5.26%) TigerGraph
General
1 14 (73.68%) Social Skills
2 8 (42.11%) German Language
3 7 (36.84%) Banking
3 7 (36.84%) Finance
4 5 (26.32%) Analytical Skills
5 3 (15.79%) Legal
Job Titles
1 8 (42.11%) Support Specialist
2 6 (31.58%) 1st Line Support
2 6 (31.58%) 1st Line Technical Support
2 6 (31.58%) Technical Specialist
2 6 (31.58%) Technical Support
2 6 (31.58%) Technical Support Specialist
3 5 (26.32%) Data Scientist
4 4 (21.05%) Senior
4 4 (21.05%) Senior Data Scientist
5 3 (15.79%) Analytics Consultant
5 3 (15.79%) Consultant
5 3 (15.79%) Data Analytics Consultant
5 3 (15.79%) Data Consultant
5 3 (15.79%) Data Model Consultant
6 2 (10.53%) Customer Support Specialist
6 2 (10.53%) e-Learning Specialist
6 2 (10.53%) Product Specialist
7 1 (5.26%) Analyst
7 1 (5.26%) Pricing Analyst
7 1 (5.26%) Technical Analyst
Libraries, Frameworks & Software Standards
1 5 (26.32%) Pandas
2 4 (21.05%) XGBoost
3 1 (5.26%) Hugging Face
3 1 (5.26%) Keras
3 1 (5.26%) NLTK
3 1 (5.26%) NumPy
3 1 (5.26%) OpenCV
3 1 (5.26%) PySpark
3 1 (5.26%) PyTorch
3 1 (5.26%) Regular Expression
3 1 (5.26%) scikit-learn
3 1 (5.26%) Seaborn
3 1 (5.26%) SpaCy
3 1 (5.26%) SQLAlchemy
3 1 (5.26%) TensorFlow
Miscellaneous
1 4 (21.05%) Data Structures
2 3 (15.79%) Credit Risk
3 2 (10.53%) e-Learning
3 2 (10.53%) Mobile App
3 2 (10.53%) Product Ownership
4 1 (5.26%) AI Agents
4 1 (5.26%) Blog
4 1 (5.26%) Greenfield Project
Processes & Methodologies
1 9 (47.37%) Problem-Solving
2 8 (42.11%) Customer Service
2 8 (42.11%) Machine Learning
3 7 (36.84%) Artificial Intelligence
4 6 (31.58%) CRM
4 6 (31.58%) Data Science
4 6 (31.58%) Time Management
5 5 (26.32%) Continuous Improvement
5 5 (26.32%) Generative AI
5 5 (26.32%) Random Forest
6 4 (21.05%) Data Pipeline
6 4 (21.05%) Data Validation
6 4 (21.05%) Decision-Making
6 4 (21.05%) Econometrics
6 4 (21.05%) Gradient Boosting
6 4 (21.05%) Mentoring
6 4 (21.05%) Model Validation
6 4 (21.05%) Statistical Analysis
6 4 (21.05%) Statistical Modelling
6 4 (21.05%) Validation
Programming Languages
1 9 (47.37%) Python
2 5 (26.32%) SQL
3 2 (10.53%) R
4 1 (5.26%) C++
4 1 (5.26%) Java
4 1 (5.26%) JavaScript
4 1 (5.26%) Julia
Qualifications
1 7 (36.84%) Degree
Quality Assurance & Compliance
1 4 (21.05%) Data Quality
2 1 (5.26%) GDPR
System Software
1 1 (5.26%) Docker
Vendors
1 6 (31.58%) Microsoft