Period
to 1 August 2021

The following table provides summary statistics for permanent job vacancies advertised in England 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 1 August 2021 with a comparison to the same period in the previous 2 years.

Statistical Learning
UK > England
6 months to
1 Aug 2021
Same period 2020 Same period 2019
Rank 935 767 1078
Rank change year-on-year -168 +311 +74
Permanent jobs citing Statistical Learning 11 1 1
As % of all permanent jobs advertised in England 0.011% 0.002% 0.001%
As % of the Processes & Methodologies category 0.012% 0.002% 0.001%
Number of salaries quoted 7 1 1
10th Percentile £58,500 " "
25th Percentile £66,875 £105,000 £32,500
Median annual salary (50th Percentile) £77,500 £110,000 £35,000
Median % change year-on-year -29.55% +214.29% -18.60%
75th Percentile £97,500 £115,000 £37,500
90th Percentile £116,000 " "
UK median annual salary £77,500 £110,000 £35,000
% change year-on-year -29.55% +214.29% -17.65%

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 advertised in England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 93,979 58,121 122,765
As % of all permanent IT jobs advertised in England 93.96% 92.87% 92.68%
Number of salaries quoted 64,768 47,594 98,778
10th Percentile £32,750 £32,500 £30,000
25th Percentile £42,500 £41,250 £38,500
Median annual salary (50th Percentile) £57,500 £55,000 £52,500
Median % change year-on-year +4.55% +4.76% +5.00%
75th Percentile £76,250 £75,000 £71,250
90th Percentile £93,750 £91,250 £87,500
UK median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +5.00%

Statistical Learning
Job Vacancy Trend in England

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

Job vacancy trend for Statistical Learning in England

Statistical Learning
Salary Trend in England

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

Salary trend for Statistical Learning in England

Statistical Learning
Salary Histogram in England

Salary distribution for jobs citing Statistical Learning in England over the 6 months to 1 August 2021.

Salary histogram for Statistical Learning in England

Statistical Learning
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistical Learning within the England region over the 6 months to 1 August 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
London -124 8 £90,000 -18.18% 1
South West - 3 £77,500 -
Statistical Learning
UK

For the 6 months to 1 August 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 across the England region 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 in England 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