Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Bolton with a requirement for Python skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Python over the 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Python
Manchester > Bolton
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 42 - -
Rank change year-on-year - - +49
Permanent jobs citing Python 5 0 0
As % of all permanent IT jobs advertised in Bolton 2.70% - -
As % of the Programming Languages category 3.94% - -
Number of salaries quoted 5 0 0
Bolton median annual salary £40,000 - -
Manchester median annual salary £50,000 £42,500 £40,000
% change year-on-year +17.65% +6.25% +6.67%

Python is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bolton with a requirement for coding skills.

All Programming Languages
Bolton
Permanent vacancies with a requirement for coding skills 127 143 139
As % of all permanent IT jobs advertised in Bolton 68.65% 50.35% 65.57%
Number of salaries quoted 119 131 128
Bolton median annual salary £37,500 £40,000 £37,500
Median salary % change year-on-year -6.25% +6.67% -
10th Percentile £27,500 £26,250 £20,100
90th Percentile £48,750 £47,500 £48,750
Manchester median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% +6.67%

Python
Job Vacancy Trend in Bolton

Job postings citing Python as a percentage of all IT jobs advertised in Bolton.

Job vacancy trend for Python in Bolton

Python
Salary Trend in Bolton

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

Salary trend for Python in Bolton

For the 6 months to 19 November 2017, IT jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Bolton region with a requirement for Python.

1 5 (100.00%) Analytics
2 4 (80.00%) Process Improvement
2 4 (80.00%) Change Control
2 4 (80.00%) Configuration Management
2 4 (80.00%) Data Analytics
2 4 (80.00%) Hibernate
2 4 (80.00%) Spring
2 4 (80.00%) Maven
2 4 (80.00%) Software Engineering
2 4 (80.00%) HTML
2 4 (80.00%) Java
2 4 (80.00%) PHP
2 4 (80.00%) JUnit
2 4 (80.00%) CSS
2 4 (80.00%) Ruby
2 4 (80.00%) Project Planning
2 4 (80.00%) Degree
2 4 (80.00%) QA
2 4 (80.00%) jQuery
2 4 (80.00%) Data Conversion
3 1 (20.00%) SQL Server 2008
3 1 (20.00%) Apache Hive
3 1 (20.00%) SQL Server Integration Services
3 1 (20.00%) RDBMS
3 1 (20.00%) SQL Server
3 1 (20.00%) Big Data
3 1 (20.00%) Oozie
3 1 (20.00%) Relational Database
3 1 (20.00%) Impala
3 1 (20.00%) Kalman Filter

Python
Co-occurring IT Skills in Bolton 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 1 (20.00%) Apache Spark
Database & Business Intelligence
1 1 (20.00%) Apache Hive
1 1 (20.00%) Big Data
1 1 (20.00%) Impala
1 1 (20.00%) RDBMS
1 1 (20.00%) Relational Database
1 1 (20.00%) SQL Server
1 1 (20.00%) SQL Server 2008
1 1 (20.00%) SQL Server Integration Services
Development Applications
1 4 (80.00%) JUnit
1 4 (80.00%) Maven
Job Titles
1 5 (100.00%) Developer
2 1 (20.00%) Big Data Developer
2 1 (20.00%) Python Developer
Libraries, Frameworks & Software Standards
1 4 (80.00%) CSS
1 4 (80.00%) Hibernate
1 4 (80.00%) HTML
1 4 (80.00%) jQuery
1 4 (80.00%) Spring
Processes & Methodologies
1 5 (100.00%) Analytics
2 4 (80.00%) Change Control
2 4 (80.00%) Configuration Management
2 4 (80.00%) Data Analytics
2 4 (80.00%) Data Conversion
2 4 (80.00%) Process Improvement
2 4 (80.00%) Project Planning
2 4 (80.00%) Software Engineering
3 1 (20.00%) Kalman Filter
Programming Languages
1 4 (80.00%) Java
1 4 (80.00%) PHP
1 4 (80.00%) Ruby
Qualifications
1 4 (80.00%) Degree
Quality Assurance & Compliance
1 4 (80.00%) QA
Systems Management
1 1 (20.00%) Oozie