Period
to 16 June 2021

The following table provides summary statistics for permanent job vacancies advertised in England 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 16 June 2021 with a comparison to the same period in the previous 2 years.

PyArrow
UK > England
6 months to
16 Jun 2021
Same period 2020 Same period 2019
Rank 897 - -
Rank change year-on-year - - -
Permanent jobs citing PyArrow 13 0 0
As % of all permanent jobs advertised in England 0.014% - -
As % of the Libraries, Frameworks & Software Standards category 0.035% - -
Number of salaries quoted 13 0 0
Median annual salary (50th Percentile) £250,000 - -
UK median annual salary £250,000 - -

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 advertised in England with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
England
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 37,652 30,390 50,604
As % of all permanent IT jobs advertised in England 41.73% 39.64% 38.07%
Number of salaries quoted 26,131 25,500 42,181
10th Percentile £35,000 £33,750 £31,250
25th Percentile £43,000 £42,500 £38,750
Median annual salary (50th Percentile) £57,500 £56,000 £53,500
Median % change year-on-year +2.68% +4.67% +7.00%
75th Percentile £77,500 £75,000 £72,500
90th Percentile £93,750 £92,500 £86,250
UK median annual salary £56,757 £55,000 £52,500
% change year-on-year +3.19% +4.76% +5.00%

PyArrow
Job Vacancy Trend in England

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

Job vacancy trend for PyArrow in England

PyArrow
Salary Trend in England

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

Salary trend for PyArrow in England

PyArrow
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing PyArrow within the England region over the 6 months to 16 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
London - 13 £250,000 -
PyArrow
UK

For the 6 months to 16 June 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 across the England region with a requirement for PyArrow.

1 13 (100.00%) SQL
1 13 (100.00%) Python
1 13 (100.00%) Equities
1 13 (100.00%) Amazon S3
1 13 (100.00%) Hedge funds
1 13 (100.00%) NumPy
1 13 (100.00%) Parallel Processing
1 13 (100.00%) Machine Learning
1 13 (100.00%) Pandas
1 13 (100.00%) Apache Spark
1 13 (100.00%) Kubernetes
1 13 (100.00%) Apache Airflow
1 13 (100.00%) Dask
2 7 (53.85%) Flask

PyArrow
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 13 (100.00%) Apache Airflow
1 13 (100.00%) Apache Spark
Cloud Services
1 13 (100.00%) Amazon S3
Job Titles
1 13 (100.00%) Apache Spark Developer
1 13 (100.00%) Developer
1 13 (100.00%) Python Developer
Libraries, Frameworks & Software Standards
1 13 (100.00%) Dask
1 13 (100.00%) NumPy
1 13 (100.00%) Pandas
2 7 (53.85%) Flask
Miscellaneous
1 13 (100.00%) Equities
1 13 (100.00%) Hedge funds
Processes & Methodologies
1 13 (100.00%) Machine Learning
1 13 (100.00%) Parallel Processing
Programming Languages
1 13 (100.00%) Python
1 13 (100.00%) SQL
Systems Management
1 13 (100.00%) Kubernetes