Polars Jobs with Hybrid/Remote/WFH Options

Polars
UK > Work from Home

The table below provides summary statistics for permanent remote or hybrid work requiring Polars skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Polars over the 6 months leading up to 3 May 2025, comparing them to the same period in the previous two years.

6 months to
3 May 2025
Same period 2024 Same period 2023
Rank 413 - -
Rank change year-on-year - - -
Permanent jobs citing Polars 4 0 0
As % of all permanent jobs with a WFH option 0.026% - -
As % of the Libraries, Frameworks & Software Standards category 0.100% - -
Number of salaries quoted 0 0 0
Median annual salary (50th Percentile) - - -
UK median annual salary - £78,750 -

All Software Libraries and Frameworks
Work from Home

Polars falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies with remote or hybrid options requiring technical specification, industry standards, software libraries and framework skills.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 4,001 8,965 14,422
As % of all permanent jobs with a WFH option 26.37% 26.50% 33.88%
Number of salaries quoted 3,176 7,503 10,828
10th Percentile £40,000 £39,000 £41,250
25th Percentile £51,250 £47,500 £51,104
Median annual salary (50th Percentile) £65,000 £60,000 £65,000
Median % change year-on-year +8.33% -7.69% +4.00%
75th Percentile £86,250 £79,500 £86,250
90th Percentile £115,000 £99,750 £102,500
UK median annual salary £65,000 £60,000 £67,500
% change year-on-year +8.33% -11.11% +8.00%

Polars
Trend for Jobs with a WFH Option

Job vacancies with remote working options citing Polars as a proportion of all IT jobs advertised.

Polars trend for jobs with Hybrid/Remote/WFH options

Polars
Co-occurring Skills and Capabilities with WFH Options by Category

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

Application Platforms
1 4 (100.00%) Apache Spark
Database & Business Intelligence
1 4 (100.00%) Big Data
Job Titles
1 4 (100.00%) Data Engineer
1 4 (100.00%) Senior
1 4 (100.00%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 4 (100.00%) Dask
Operating Systems
1 4 (100.00%) Linux
Processes & Methodologies
1 4 (100.00%) Data Engineering
1 4 (100.00%) Data Governance
1 4 (100.00%) Data Migration
1 4 (100.00%) Data Modelling
1 4 (100.00%) Data Pipeline
1 4 (100.00%) Integration Testing
1 4 (100.00%) Migration
1 4 (100.00%) Regression Testing
1 4 (100.00%) Unit Testing
Programming Languages
1 4 (100.00%) Python
1 4 (100.00%) SQL
Qualifications
1 4 (100.00%) DBS Check
Quality Assurance & Compliance
1 4 (100.00%) Data Quality
Vendors
1 4 (100.00%) Databricks