Period
to 19 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Cardiff with a requirement for Pandas skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Pandas over the 6 months to 19 July 2018 with a comparison to the same period in the previous 2 years.

Pandas
South Wales > Cardiff
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 82 87 -
Rank change year-on-year +5 - +108
Permanent jobs citing Pandas 3 5 0
As % of all permanent IT jobs advertised in Cardiff 0.30% 0.48% -
As % of the Libraries, Frameworks & Software Standards category 0.75% 1.25% -
Number of salaries quoted 3 5 0
Cardiff median annual salary £32,500 £42,500 -
Median salary % change year-on-year -23.53% - -
South Wales median annual salary £32,500 £42,500 -
% change year-on-year -23.53% - -

Pandas 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 Cardiff with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Cardiff
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 398 401 464
As % of all permanent IT jobs advertised in Cardiff 40.41% 38.74% 33.72%
Number of salaries quoted 333 371 417
Cardiff median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% +7.14%
10th Percentile £27,800 £24,500 £23,500
90th Percentile £57,500 £55,000 £50,000
South Wales median annual salary £42,500 £40,000 £37,500
% change year-on-year +6.25% +6.67% +7.14%

Pandas
Job Vacancy Trend in Cardiff

Job postings citing Pandas as a percentage of all IT jobs advertised in Cardiff.

Job vacancy trend for Pandas in Cardiff

Pandas
Salary Trend in Cardiff

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Pandas in Cardiff.

Salary trend for Pandas in Cardiff

For the 6 months to 19 July 2018, IT jobs citing Pandas 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 Cardiff region with a requirement for Pandas.

1 3 (100.00%) SQL
1 3 (100.00%) Unix
1 3 (100.00%) Apache
1 3 (100.00%) Python
1 3 (100.00%) Scrum
1 3 (100.00%) Agile Software Development
1 3 (100.00%) TDD
1 3 (100.00%) Continuous Integration
1 3 (100.00%) Kanban
1 3 (100.00%) Amazon AWS
1 3 (100.00%) SQLAlchemy
1 3 (100.00%) Flask
1 3 (100.00%) Code Optimisation
1 3 (100.00%) Apache Airflow

Pandas
Co-occurring IT Skills in Cardiff 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 3 (100.00%) Apache
1 3 (100.00%) Apache Airflow
Cloud Services
1 3 (100.00%) Amazon AWS
Job Titles
1 3 (100.00%) Developer
1 3 (100.00%) Python Developer
Libraries, Frameworks & Software Standards
1 3 (100.00%) Flask
1 3 (100.00%) SQLAlchemy
Operating Systems
1 3 (100.00%) Unix
Processes & Methodologies
1 3 (100.00%) Agile Software Development
1 3 (100.00%) Code Optimisation
1 3 (100.00%) Continuous Integration
1 3 (100.00%) Kanban
1 3 (100.00%) Scrum
1 3 (100.00%) TDD
Programming Languages
1 3 (100.00%) Python
1 3 (100.00%) SQL