Period
to 24 July 2021

The following table provides summary statistics for permanent job vacancies with a requirement for PyArrow skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited PyArrow over the 6 months to 24 July 2021 with a comparison to the same period in the previous 2 years.

PyArrow
UK
6 months to
24 Jul 2021
Same period 2020 Same period 2019
Rank 979 - -
Rank change year-on-year - - -
Permanent jobs citing PyArrow 8 0 0
As % of all permanent jobs advertised in the UK 0.007% - -
As % of the Libraries, Frameworks & Software Standards category 0.017% - -
Number of salaries quoted 8 0 0
Median annual salary (50th Percentile) £250,000 - -
UK excluding London median annual salary - - -

PyArrow is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
UK
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 46,469 28,673 54,439
As % of all permanent IT jobs advertised in the UK 41.07% 40.50% 37.64%
Number of salaries quoted 30,856 23,927 45,322
10th Percentile £35,000 £33,750 £31,250
25th Percentile £43,000 £42,500 £38,750
Median annual salary (50th Percentile) £57,500 £55,000 £52,500
Median % change year-on-year +4.55% +4.76% +5.00%
75th Percentile £77,500 £75,000 £71,250
90th Percentile £95,000 £92,500 £86,250
UK excluding London median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

PyArrow
Job Vacancy Trend

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

Job vacancy trend for PyArrow in the UK

PyArrow
Salary Trend

3-month moving average salary quoted in jobs citing PyArrow.

Salary trend for PyArrow in the UK

PyArrow
Top 2 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing PyArrow within the UK over the 6 months to 24 July 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 - 8 £250,000 -
England - 8 £250,000 -

For the 6 months to 24 July 2021, IT jobs citing PyArrow 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 PyArrow.

1 8 (100.00%) SQL
1 8 (100.00%) Python
1 8 (100.00%) Equities
1 8 (100.00%) Amazon S3
1 8 (100.00%) Hedge funds
1 8 (100.00%) NumPy
1 8 (100.00%) Parallel Processing
1 8 (100.00%) Machine Learning
1 8 (100.00%) Pandas
1 8 (100.00%) Apache Spark
1 8 (100.00%) Kubernetes
1 8 (100.00%) Apache Airflow
1 8 (100.00%) Dask
2 5 (62.50%) Flask

PyArrow
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 8 (100.00%) Apache Airflow
1 8 (100.00%) Apache Spark
Cloud Services
1 8 (100.00%) Amazon S3
Job Titles
1 8 (100.00%) Apache Spark Developer
1 8 (100.00%) Developer
1 8 (100.00%) Python Developer
Libraries, Frameworks & Software Standards
1 8 (100.00%) Dask
1 8 (100.00%) NumPy
1 8 (100.00%) Pandas
2 5 (62.50%) Flask
Miscellaneous
1 8 (100.00%) Equities
1 8 (100.00%) Hedge funds
Processes & Methodologies
1 8 (100.00%) Machine Learning
1 8 (100.00%) Parallel Processing
Programming Languages
1 8 (100.00%) Python
1 8 (100.00%) SQL
Systems Management
1 8 (100.00%) Kubernetes