The table below looks at the statistics for Python skills in IT jobs advertised for the Macclesfield region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 28 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Python
Rank 30 - -
Rank change year-on-year
- 0
Permanent jobs citing Python 5 0 0
As % of all permanent IT jobs located in Macclesfield 4.39% - -
As % of the Programming Languages category 5.43% - -
Number of salaries quoted 5 0 0
Median salary £30,000 - -
UK excluding London median salary £47,500 £45,000 £40,000
% change year-on-year
+5.55% +12.50%
Python
Cheshire

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the Macclesfield region.

Programming Languages Category
Macclesfield
Permanent IT job ads with a match in the
Programming Languages category
92 44 122
As % of all permanent IT jobs located in Macclesfield 80.70% 64.71% 67.03%
Number of salaries quoted 85 38 100
Median salary £35,000 £35,000 £37,500
Median salary % change year-on-year
- -6.66%
90% offered a salary of more than £25,000 £28,400 £22,500
10% offered a salary of more than £55,000 £55,000 £40,400
UK excluding London median salary £42,500 £40,000 £39,000
% change year-on-year
+6.25% +2.56%

Python
Jobs Demand Trend in Macclesfield

The demand trend of job ads across the Macclesfield region citing Python as a proportion of all IT jobs with a match in the Programming Languages category.

Python Jobs Demand Trend in Macclesfield

Python
Salary Trend in Macclesfield

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

Python Salary Trend in Macclesfield

Python
Top 30 Related IT Skills in Macclesfield

For the 6 months to 28 September 2016, 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 Macclesfield region with a requirement for Python.

1 5 (100.00%) Degree
2 4 (80.00%) Computer Science
3 3 (60.00%) Mathematics
3 3 (60.00%) Software Engineering
3 3 (60.00%) Java
3 3 (60.00%) Oracle
3 3 (60.00%) SQL
4 2 (40.00%) VBA
4 2 (40.00%) .NET
4 2 (40.00%) Pharmaceutical
4 2 (40.00%) SSADM
4 2 (40.00%) MS Excel
4 2 (40.00%) SAS
4 2 (40.00%) SPSS
4 2 (40.00%) Perl
4 2 (40.00%) PHP
4 2 (40.00%) Economics
4 2 (40.00%) Statistical Analysis
4 2 (40.00%) Statistics
4 2 (40.00%) Stata
4 2 (40.00%) Monte Carlo Method
4 2 (40.00%) R
4 2 (40.00%) Machine Learning
4 2 (40.00%) Analytics
4 2 (40.00%) Bayesian Methods
4 2 (40.00%) Analytical Skills
5 1 (20.00%) Algorithms
5 1 (20.00%) Hidden Markov Model
5 1 (20.00%) Time Series Forecasting
5 1 (20.00%) Structural Equation Modelling

Python
Top Related IT Skills in Macclesfield 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 2 (40.00%) SAS
Applications
1 2 (40.00%) MS Excel
1 2 (40.00%) SPSS
1 2 (40.00%) Stata
Development Applications
1 1 (20.00%) Oracle APEX
General
1 2 (40.00%) Pharmaceutical
Job Titles
1 3 (60.00%) Software Engineer
2 1 (20.00%) Analyst
2 1 (20.00%) C# Software Engineer
2 1 (20.00%) Java Engineer
2 1 (20.00%) Java Software Engineer
2 1 (20.00%) Python Software Engineer
2 1 (20.00%) Senior Statistician
2 1 (20.00%) Statistical Analyst
2 1 (20.00%) Statistician
Libraries, Frameworks & Software Standards
1 2 (40.00%) .NET
Miscellaneous
1 4 (80.00%) Computer Science
2 3 (60.00%) Mathematics
3 2 (40.00%) Analytical Skills
3 2 (40.00%) Economics
3 2 (40.00%) Statistics
4 1 (20.00%) Algorithms
4 1 (20.00%) Neural Network
4 1 (20.00%) Physics
4 1 (20.00%) Robotics
Processes & Methodologies
1 3 (60.00%) Software Engineering
2 2 (40.00%) Analytics
2 2 (40.00%) Bayesian Methods
2 2 (40.00%) Machine Learning
2 2 (40.00%) Monte Carlo Method
2 2 (40.00%) SSADM
2 2 (40.00%) Statistical Analysis
3 1 (20.00%) Data Analysis
3 1 (20.00%) Data Management
3 1 (20.00%) Data Validation
3 1 (20.00%) Hidden Markov Model
3 1 (20.00%) Structural Equation Modelling
3 1 (20.00%) Time Series Forecasting
3 1 (20.00%) Validation
Programming Languages
1 3 (60.00%) Java
1 3 (60.00%) SQL
2 2 (40.00%) Perl
2 2 (40.00%) PHP
2 2 (40.00%) R
2 2 (40.00%) VBA
3 1 (20.00%) C#
3 1 (20.00%) MATLAB
3 1 (20.00%) PL/SQL
Qualifications
1 5 (100.00%) Degree
Quality Assurance & Compliance
1 1 (20.00%) Data Quality
Vendors
1 3 (60.00%) Oracle