Period
to 1 July 2020

The following table provides summary statistics for permanent job vacancies with a requirement for Feature Extraction skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Feature Extraction over the 6 months to 1 July 2020 with a comparison to the same period in the previous 2 years.

Feature Extraction
UK
6 months to
1 Jul 2020
Same period 2019 Same period 2018
Rank 835 1073 1181
Rank change year-on-year +238 +108 +8
Permanent jobs citing Feature Extraction 1 25 23
As % of all permanent jobs advertised in the UK 0.001% 0.017% 0.013%
As % of the Processes & Methodologies category 0.001% 0.019% 0.014%
Number of salaries quoted 1 25 18
Median annual salary £57,500 £65,000 £50,000
Median salary % change year-on-year -11.54% +30.00% -
10th Percentile £51,250 £42,500 £42,425
90th Percentile £63,750 £96,500 £78,500
UK excluding London median annual salary £57,500 £45,000 £50,000
% change year-on-year +27.78% -10.00% -

Feature Extraction 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 72,746 133,788 161,710
As % of all permanent IT jobs advertised in the UK 92.26% 92.22% 92.20%
Number of salaries quoted 57,904 105,172 129,904
Median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +4.17%
10th Percentile £31,696 £30,000 £29,000
90th Percentile £90,000 £86,250 £82,500
UK excluding London median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

Feature Extraction
Job Vacancy Trend

Job postings citing Feature Extraction as a proportion of all IT jobs advertised.

Job vacancy trend for Feature Extraction in the UK

Feature Extraction
Salary Trend

3-month moving average salary quoted in jobs citing Feature Extraction.

Salary trend for Feature Extraction in the UK

Feature Extraction
Top 2 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Feature Extraction within the UK over the 6 months to 1 July 2020. 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
UK excluding London +213 1 £57,500 +27.78% 1
Scotland - 1 £57,500 -

For the 6 months to 1 July 2020, IT jobs citing Feature Extraction 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 Feature Extraction.

1 1 (100.00%) Java
1 1 (100.00%) SQL
1 1 (100.00%) Unix
1 1 (100.00%) Python
1 1 (100.00%) PhD
1 1 (100.00%) Finance
1 1 (100.00%) JIRA
1 1 (100.00%) Mathematics
1 1 (100.00%) Physics
1 1 (100.00%) Computer Science
1 1 (100.00%) Atlassian Bamboo
1 1 (100.00%) Git (software)
1 1 (100.00%) Bash Shell
1 1 (100.00%) Puppet
1 1 (100.00%) Machine Learning
1 1 (100.00%) Big Data
1 1 (100.00%) Kafka
1 1 (100.00%) Analytics
1 1 (100.00%) Ansible
1 1 (100.00%) Docker
1 1 (100.00%) Kubernetes
1 1 (100.00%) PySpark
1 1 (100.00%) Dask

Feature Extraction
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:

Database & Business Intelligence
1 1 (100.00%) Big Data
Development Applications
1 1 (100.00%) Atlassian Bamboo
1 1 (100.00%) Git (software)
1 1 (100.00%) JIRA
General
1 1 (100.00%) Finance
Job Titles
1 1 (100.00%) Developer
1 1 (100.00%) Python Developer
Libraries, Frameworks & Software Standards
1 1 (100.00%) Dask
1 1 (100.00%) Kafka
1 1 (100.00%) PySpark
Operating Systems
1 1 (100.00%) Unix
Processes & Methodologies
1 1 (100.00%) Analytics
1 1 (100.00%) Computer Science
1 1 (100.00%) Machine Learning
1 1 (100.00%) Mathematics
1 1 (100.00%) Physics
Programming Languages
1 1 (100.00%) Bash Shell
1 1 (100.00%) Java
1 1 (100.00%) Python
1 1 (100.00%) SQL
Qualifications
1 1 (100.00%) PhD
System Software
1 1 (100.00%) Docker
Systems Management
1 1 (100.00%) Ansible
1 1 (100.00%) Kubernetes
1 1 (100.00%) Puppet