Gradient Boosting
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Gradient Boosting skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Gradient Boosting over the 6 months to 18 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
18 May 2024
Same period 2023 Same period 2022
Rank 876 958 1232
Rank change year-on-year +82 +274 -326
Permanent jobs citing Gradient Boosting 14 19 12
As % of all permanent jobs advertised in the UK 0.014% 0.019% 0.007%
As % of the Processes & Methodologies category 0.016% 0.020% 0.008%
Number of salaries quoted 14 16 3
10th Percentile - £51,833 £53,000
25th Percentile £46,306 £53,414 £53,750
Median annual salary (50th Percentile) £70,576 £67,285 £60,000
Median % change year-on-year +4.89% +12.14% -22.58%
75th Percentile £72,433 £71,599 £73,125
90th Percentile - £81,553 £78,000
UK excluding London median annual salary £70,576 £63,084 £77,500
% change year-on-year +11.88% -18.60% +24.00%

All Process and Methodology Skills
UK

Gradient Boosting 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 85,135 94,784 153,905
As % of all permanent jobs advertised in the UK 85.22% 95.58% 95.76%
Number of salaries quoted 59,872 55,911 82,488
10th Percentile £29,089 £34,000 £33,635
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 £96,250
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +9.38%

Gradient Boosting
Job Vacancy Trend

Job postings citing Gradient Boosting as a proportion of all IT jobs advertised.

Job vacancy trend for Gradient Boosting in the UK

Gradient Boosting
Salary Trend

3-month moving average salary quoted in jobs citing Gradient Boosting.

Salary trend for Gradient Boosting in the UK

Gradient Boosting
Salary Histogram

Salary distribution for jobs citing Gradient Boosting over the 6 months to 18 May 2024.

Salary histogram for Gradient Boosting in the UK

Gradient Boosting
Top 8 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Gradient Boosting within the UK over the 6 months to 18 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
UK excluding London -31 13 £70,576 +11.88% 2
Work from Home +67 12 £70,576 +4.89% 2
England +79 9 £70,576 +4.89% 2
Scotland - 5 £70,576 -
North of England +52 4 £59,066 -12.49%
South West -33 4 £59,066 +3.64% 1
Yorkshire - 4 £59,066 -
London +107 1 £82,000 +18.48%

Gradient Boosting
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:

Cloud Services
1 1 (7.14%) Azure
1 1 (7.14%) Azure DevOps
1 1 (7.14%) Azure Machine Learning
1 1 (7.14%) Serverless
General
1 14 (100.00%) Finance
2 11 (78.57%) Banking
3 1 (7.14%) Analytical Skills
Job Titles
1 14 (100.00%) Data Scientist
2 7 (50.00%) Senior
2 7 (50.00%) Senior Data Scientist
3 6 (42.86%) Junior
3 6 (42.86%) Junior Data Scientist
Libraries, Frameworks & Software Standards
1 13 (92.86%) Pandas
1 13 (92.86%) XGBoost
2 1 (7.14%) PyTorch
2 1 (7.14%) TensorFlow
Miscellaneous
1 13 (92.86%) Data Structures
Processes & Methodologies
1 14 (100.00%) Artificial Intelligence
1 14 (100.00%) Data Science
1 14 (100.00%) Decision Tree
1 14 (100.00%) LLM
1 14 (100.00%) Machine Learning
1 14 (100.00%) Natural Language Processing
2 13 (92.86%) Data Pipeline
2 13 (92.86%) Econometrics
2 13 (92.86%) Random Forest
2 13 (92.86%) Statistical Modelling
2 13 (92.86%) Use Case
3 12 (85.71%) Agile
4 7 (50.00%) Data Validation
4 7 (50.00%) Decision-Making
4 7 (50.00%) Model Validation
4 7 (50.00%) Unit Testing
4 7 (50.00%) Validation
5 1 (7.14%) Clean Code
5 1 (7.14%) LSTM
5 1 (7.14%) MLOps
Programming Languages
1 14 (100.00%) Python
2 13 (92.86%) SQL
Quality Assurance & Compliance
1 1 (7.14%) QA