Decision Tree Jobs

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 9 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
9 Jun 2024
Same period 2023 Same period 2022
Rank 868 869 1189
Rank change year-on-year +1 +320 -291
Permanent jobs citing Decision Tree 54 76 92
As % of all permanent jobs advertised in the UK 0.050% 0.082% 0.054%
As % of the Processes & Methodologies category 0.060% 0.086% 0.056%
Number of salaries quoted 36 39 33
10th Percentile £22,000 - £52,500
25th Percentile £46,306 £35,733 £60,000
Median annual salary (50th Percentile) £70,576 £54,882 £70,000
Median % change year-on-year +28.59% -21.60% +21.74%
75th Percentile £96,539 £76,250 £77,500
90th Percentile £110,000 £88,000 £88,220
UK excluding London median annual salary £70,576 £54,882 £55,000
% change year-on-year +28.59% -0.21% +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 89,994 88,841 164,871
As % of all permanent jobs advertised in the UK 82.98% 95.43% 95.92%
Number of salaries quoted 62,089 53,798 83,455
10th Percentile £29,500 £33,848 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £60,800 £60,000
Median % change year-on-year -9.54% +1.33% +9.09%
75th Percentile £72,500 £81,250 £80,000
90th Percentile £92,500 £100,000 £96,250
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 9 June 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 9 June 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
UK excluding London -70 40 £70,576 +28.59% 5
England +8 39 £70,576 +5.23% 9
Work from Home +59 22 £70,576 +5.23% 5
Scotland -55 15 £70,576 +92.31%
London +57 14 £93,750 +133.71% 4
North of England +21 10 £70,576 +10.71% 1
South East -3 8 £22,000 -68.57% 4
South West -34 7 £70,576 +28.59%
Yorkshire +58 6 £70,576 +58.24%
North West -6 4 - - 1

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 6 (11.11%) SAS
2 2 (3.70%) Apache Airflow
2 2 (3.70%) Apache Spark
Applications
1 5 (9.26%) Microsoft Excel
1 5 (9.26%) Spreadsheet
2 3 (5.56%) Microsoft Office
Cloud Services
1 12 (22.22%) AWS
2 7 (12.96%) Amazon Bedrock
2 7 (12.96%) Amazon SageMaker
3 4 (7.41%) Azure
4 3 (5.56%) GCP
5 2 (3.70%) Azure DevOps
5 2 (3.70%) Azure Machine Learning
6 1 (1.85%) Power Platform
Database & Business Intelligence
1 2 (3.70%) Big Data
1 2 (3.70%) Data Mining
1 2 (3.70%) Hadoop
1 2 (3.70%) MongoDB
1 2 (3.70%) Neo4j
1 2 (3.70%) NoSQL
1 2 (3.70%) PostgreSQL
1 2 (3.70%) Text Mining
2 1 (1.85%) Power BI
Development Applications
1 2 (3.70%) MLflow
1 2 (3.70%) Team Foundation Server
2 1 (1.85%) JIRA
General
1 43 (79.63%) Finance
2 27 (50.00%) Banking
3 18 (33.33%) Social Skills
4 12 (22.22%) Inclusion and Diversity
5 9 (16.67%) Marketing
6 7 (12.96%) Law
7 5 (9.26%) Analytical Skills
8 4 (7.41%) Retail
9 2 (3.70%) Wearables
Job Titles
1 26 (48.15%) Data Scientist
2 18 (33.33%) Senior
2 18 (33.33%) Senior Data Scientist
3 10 (18.52%) Lead
3 10 (18.52%) Lead Data Scientist
4 9 (16.67%) Artificial Intelligence Engineer
5 7 (12.96%) Python Engineer
5 7 (12.96%) Python Software Engineer
5 7 (12.96%) Software Engineer
6 6 (11.11%) Analyst
6 6 (11.11%) Junior
6 6 (11.11%) Junior Data Scientist
6 6 (11.11%) Pricing Analyst
6 6 (11.11%) Senior Analyst
6 6 (11.11%) Senior Pricing Analyst
7 5 (9.26%) Administrator
7 5 (9.26%) Data Administrator
8 3 (5.56%) Asset Management Project Manager
8 3 (5.56%) Project Manager
9 2 (3.70%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 21 (38.89%) Pandas
1 21 (38.89%) XGBoost
2 9 (16.67%) Flask
2 9 (16.67%) Keras
2 9 (16.67%) PyTorch
2 9 (16.67%) SpaCy
2 9 (16.67%) TensorFlow
3 4 (7.41%) PySpark
4 2 (3.70%) Django
4 2 (3.70%) FastAPI
4 2 (3.70%) Gensim
4 2 (3.70%) ggplot
4 2 (3.70%) Kafka
4 2 (3.70%) Matplotlib
4 2 (3.70%) NLTK
4 2 (3.70%) scikit-learn
Miscellaneous
1 21 (38.89%) Data Structures
2 10 (18.52%) Algorithms
3 7 (12.96%) Distributed Computing
4 4 (7.41%) Self-Motivation
5 2 (3.70%) Social Network
Processes & Methodologies
1 39 (72.22%) Machine Learning
2 37 (68.52%) Random Forest
3 36 (66.67%) Data Science
4 35 (64.81%) Artificial Intelligence
4 35 (64.81%) LLM
4 35 (64.81%) Natural Language Processing
5 24 (44.44%) Agile
6 22 (40.74%) Statistical Modelling
7 21 (38.89%) Use Case
8 20 (37.04%) Decision-Making
8 20 (37.04%) Deep Learning
9 19 (35.19%) Data Pipeline
10 17 (31.48%) Statistics
11 15 (27.78%) Computer Science
11 15 (27.78%) Generative AI
11 15 (27.78%) Mentoring
12 14 (25.93%) Neural Network
12 14 (25.93%) Predictive Modelling
12 14 (25.93%) Validation
13 13 (24.07%) Econometrics
Programming Languages
1 45 (83.33%) Python
2 36 (66.67%) SQL
3 8 (14.81%) R
4 2 (3.70%) Java
Qualifications
1 17 (31.48%) Degree
2 6 (11.11%) Master's Degree
2 6 (11.11%) PhD
Quality Assurance & Compliance
1 5 (9.26%) GDPR
1 5 (9.26%) SLA
Systems Management
1 2 (3.70%) Kubeflow
Vendors
1 9 (16.67%) Databricks
2 5 (9.26%) Facebook
2 5 (9.26%) YouTube
3 3 (5.56%) Microsoft
4 1 (1.85%) Google