Period
to 14 June 2021

The following table provides summary statistics for permanent job vacancies with a requirement for Statistical Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistical Learning over the 6 months to 14 June 2021 with a comparison to the same period in the previous 2 years.

Statistical Learning
UK
6 months to
14 Jun 2021
Same period 2020 Same period 2019
Rank 921 877 1111
Rank change year-on-year -44 +234 +78
Permanent jobs citing Statistical Learning 11 2 2
As % of all permanent jobs advertised in the UK 0.011% 0.002% 0.001%
As % of the Processes & Methodologies category 0.012% 0.003% 0.002%
Number of salaries quoted 7 2 2
10th Percentile £58,500 £51,375 £39,000
25th Percentile £66,875 £51,563 £48,750
Median annual salary (50th Percentile) £77,500 £53,750 £70,000
Median % change year-on-year +44.19% -23.21% +64.71%
75th Percentile £97,500 £56,563 £93,750
90th Percentile £116,000 £57,125 £105,000
UK excluding London median annual salary £77,500 £53,750 -
% change year-on-year +44.19% - -

Statistical Learning 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.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 93,720 77,168 132,663
As % of all permanent IT jobs advertised in the UK 93.13% 92.34% 92.34%
Number of salaries quoted 65,940 61,996 105,226
10th Percentile £32,500 £31,250 £30,000
25th Percentile £41,250 £41,250 £37,500
Median annual salary (50th Percentile) £55,000 £55,000 £52,500
Median % change year-on-year - +4.76% +5.00%
75th Percentile £75,000 £73,750 £70,000
90th Percentile £91,250 £90,000 £86,250
UK excluding London median annual salary £48,900 £47,500 £45,000
% change year-on-year +2.95% +5.56% -

Statistical Learning
Job Vacancy Trend

Job postings citing Statistical Learning as a proportion of all IT jobs advertised.

Job vacancy trend for Statistical Learning in the UK

Statistical Learning
Salary Trend

3-month moving average salary quoted in jobs citing Statistical Learning.

Salary trend for Statistical Learning in the UK

Statistical Learning
Salary Histogram

Salary distribution for jobs citing Statistical Learning over the 6 months to 14 June 2021.

Salary histogram for Statistical Learning in the UK

Statistical Learning
Top 5 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistical Learning within the UK over the 6 months to 14 June 2021. 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
Job
Vacancies
England -40 11 £77,500 +44.19% 1
London - 8 £90,000 -
Work from Home - 5 £80,000 -
UK excluding London -43 3 £77,500 +44.19% 1
South West - 3 £77,500 -

For the 6 months to 14 June 2021, IT jobs citing Statistical Learning also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Statistical Learning.

1 11 (100.00%) C++
2 9 (81.82%) Statistical Modelling
3 7 (63.64%) Java
3 7 (63.64%) Finance
4 6 (54.55%) Machine Learning
5 5 (45.45%) Algorithms
5 5 (45.45%) Python
6 4 (36.36%) Apache
6 4 (36.36%) Validation
6 4 (36.36%) Games
6 4 (36.36%) Neural Network
6 4 (36.36%) Statistics
6 4 (36.36%) Mathematics
6 4 (36.36%) Kubernetes
6 4 (36.36%) Statistical Computing
6 4 (36.36%) Reinforcement Learning
6 4 (36.36%) R
6 4 (36.36%) Deep Learning
6 4 (36.36%) Kalman Filter
6 4 (36.36%) Bayesian Methods
6 4 (36.36%) Apache Spark
6 4 (36.36%) Automated Trading
7 3 (27.27%) Data Science
7 3 (27.27%) Infrastructure Engineering
7 3 (27.27%) Experimental Design
7 3 (27.27%) Multithreading
7 3 (27.27%) Concurrent Programming
8 2 (18.18%) Applied Mathematics
9 1 (9.09%) Quantitative Research
9 1 (9.09%) Analytics

Statistical Learning
Co-occurring IT Skills by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 4 (36.36%) Apache
1 4 (36.36%) Apache Spark
General
1 7 (63.64%) Finance
2 4 (36.36%) Games
Job Titles
1 4 (36.36%) Analyst
1 4 (36.36%) Qualitative Analyst
1 4 (36.36%) Quantitative Analyst
1 4 (36.36%) Statistical Analyst
2 3 (27.27%) Infrastructure Engineer
3 2 (18.18%) Research Engineer
4 1 (9.09%) Developer
4 1 (9.09%) Machine Learning Engineer
4 1 (9.09%) Quantitative Researcher
4 1 (9.09%) Software Developer
Miscellaneous
1 5 (45.45%) Algorithms
Processes & Methodologies
1 9 (81.82%) Statistical Modelling
2 6 (54.55%) Machine Learning
3 4 (36.36%) Automated Trading
3 4 (36.36%) Bayesian Methods
3 4 (36.36%) Deep Learning
3 4 (36.36%) Kalman Filter
3 4 (36.36%) Mathematics
3 4 (36.36%) Neural Network
3 4 (36.36%) Reinforcement Learning
3 4 (36.36%) Statistical Computing
3 4 (36.36%) Statistics
3 4 (36.36%) Validation
4 3 (27.27%) Concurrent Programming
4 3 (27.27%) Data Science
4 3 (27.27%) Experimental Design
4 3 (27.27%) Infrastructure Engineering
4 3 (27.27%) Multithreading
5 2 (18.18%) Applied Mathematics
6 1 (9.09%) Analytics
6 1 (9.09%) ETL
Programming Languages
1 11 (100.00%) C++
2 7 (63.64%) Java
3 5 (45.45%) Python
4 4 (36.36%) R
5 1 (9.09%) SQL
Systems Management
1 4 (36.36%) Kubernetes