Decision Trees
UK

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

6 months to
6 May 2024
Same period 2023 Same period 2022
Rank 849 875 1165
Rank change year-on-year +26 +290 -302
Permanent jobs citing Decision Tree 61 104 72
As % of all permanent jobs advertised in the UK 0.062% 0.10% 0.046%
As % of the Processes & Methodologies category 0.072% 0.11% 0.048%
Number of salaries quoted 43 62 32
10th Percentile £26,861 £35,733 £52,500
25th Percentile £48,239 £38,101 £60,000
Median annual salary (50th Percentile) £70,576 £64,785 £70,000
Median % change year-on-year +8.94% -7.45% +16.67%
75th Percentile £96,539 £77,500 £79,063
90th Percentile £110,000 £83,102 £88,485
UK excluding London median annual salary £70,576 £56,990 £55,000
% change year-on-year +23.84% +3.62% +10.00%

All Process and Methodology Skills
UK

Decision Tree 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 84,862 98,882 150,503
As % of all permanent jobs advertised in the UK 85.90% 95.62% 95.62%
Number of salaries quoted 59,922 58,137 83,321
10th Percentile £29,000 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,500 £60,000
Median % change year-on-year -10.57% +2.50% +9.09%
75th Percentile £72,500 £81,251 £80,000
90th Percentile £92,500 £100,000 £96,251
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +9.38%

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 6 May 2024.

Salary histogram for Decision Tree in the UK

Decision Tree
Top 10 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 6 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 +61 45 £70,576 +2.55% 3
UK excluding London -28 42 £70,576 +23.84% 3
Work from Home +65 26 £70,576 +5.23% 2
London +106 19 £93,750 +34.70%
Scotland -54 16 £70,576 +92.31%
North of England +55 12 £70,576 +58.24% 2
Yorkshire +93 8 £70,576 +92.31%
South East +17 7 £22,000 -68.57% 1
South West -49 7 £70,576 +19.42%
North West +21 4 - - 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 9 (14.75%) SAS
2 2 (3.28%) Apache Airflow
2 2 (3.28%) Apache Spark
Applications
1 5 (8.20%) Microsoft Excel
1 5 (8.20%) Spreadsheet
2 3 (4.92%) Microsoft Office
Cloud Services
1 15 (24.59%) AWS
2 7 (11.48%) Amazon SageMaker
2 7 (11.48%) GCP
3 5 (8.20%) Azure
4 3 (4.92%) Azure DevOps
4 3 (4.92%) Azure Machine Learning
4 3 (4.92%) Vertex AI
5 1 (1.64%) Serverless
Database & Business Intelligence
1 2 (3.28%) Big Data
1 2 (3.28%) Data Mining
1 2 (3.28%) Hadoop
1 2 (3.28%) MongoDB
1 2 (3.28%) Neo4j
1 2 (3.28%) NoSQL
1 2 (3.28%) PostgreSQL
1 2 (3.28%) Text Mining
Development Applications
1 2 (3.28%) MLflow
1 2 (3.28%) Team Foundation Server
2 1 (1.64%) JIRA
General
1 49 (80.33%) Finance
2 31 (50.82%) Banking
3 18 (29.51%) Social Skills
4 12 (19.67%) Inclusion and Diversity
5 9 (14.75%) Analytical Skills
5 9 (14.75%) Marketing
6 7 (11.48%) Law
6 7 (11.48%) Retail
7 2 (3.28%) Wearables
Job Titles
1 29 (47.54%) Data Scientist
2 20 (32.79%) Senior
3 19 (31.15%) Senior Data Scientist
4 12 (19.67%) Lead
4 12 (19.67%) Lead Data Scientist
5 9 (14.75%) Analyst
5 9 (14.75%) Artificial Intelligence Engineer
5 9 (14.75%) Senior Analyst
6 7 (11.48%) Python Engineer
6 7 (11.48%) Python Software Engineer
6 7 (11.48%) Software Engineer
7 6 (9.84%) Junior
7 6 (9.84%) Junior Data Scientist
7 6 (9.84%) Pricing Analyst
7 6 (9.84%) Senior Pricing Analyst
8 5 (8.20%) Administrator
8 5 (8.20%) Data Administrator
9 3 (4.92%) Asset Management Project Manager
9 3 (4.92%) Machine Learning Engineer
9 3 (4.92%) Project Manager
Libraries, Frameworks & Software Standards
1 25 (40.98%) XGBoost
2 22 (36.07%) Pandas
3 10 (16.39%) PyTorch
3 10 (16.39%) TensorFlow
4 9 (14.75%) Flask
4 9 (14.75%) Keras
4 9 (14.75%) SpaCy
5 4 (6.56%) PySpark
6 2 (3.28%) Django
6 2 (3.28%) FastAPI
6 2 (3.28%) Gensim
6 2 (3.28%) ggplot
6 2 (3.28%) Kafka
6 2 (3.28%) Matplotlib
6 2 (3.28%) NLTK
6 2 (3.28%) scikit-learn
Miscellaneous
1 22 (36.07%) Data Structures
2 9 (14.75%) Algorithms
3 7 (11.48%) Distributed Computing
4 4 (6.56%) Self-Motivation
5 3 (4.92%) Credit Risk
6 2 (3.28%) Social Network
Processes & Methodologies
1 43 (70.49%) Artificial Intelligence
1 43 (70.49%) Machine Learning
2 41 (67.21%) Random Forest
3 40 (65.57%) Data Science
4 39 (63.93%) LLM
4 39 (63.93%) Natural Language Processing
5 29 (47.54%) Agile
6 25 (40.98%) Statistical Modelling
7 23 (37.70%) Data Pipeline
7 23 (37.70%) Decision-Making
7 23 (37.70%) Deep Learning
8 21 (34.43%) Use Case
9 19 (31.15%) Generative AI
9 19 (31.15%) Statistics
10 18 (29.51%) Validation
11 17 (27.87%) Computer Science
11 17 (27.87%) Mentoring
11 17 (27.87%) Predictive Modelling
12 16 (26.23%) Neural Network
13 15 (24.59%) Coaching
Programming Languages
1 52 (85.25%) Python
2 42 (68.85%) SQL
3 8 (13.11%) R
4 2 (3.28%) Java
Qualifications
1 19 (31.15%) Degree
2 6 (9.84%) Master's Degree
2 6 (9.84%) PhD
Quality Assurance & Compliance
1 5 (8.20%) GDPR
1 5 (8.20%) SLA
2 3 (4.92%) CRD IV
3 1 (1.64%) QA
Systems Management
1 2 (3.28%) Kubeflow
Vendors
1 9 (14.75%) Databricks
2 5 (8.20%) Facebook
2 5 (8.20%) YouTube
3 4 (6.56%) Google
4 3 (4.92%) Microsoft