Period
to 21 January 2018

The following table provides summary statistics for contract job vacancies advertised in Fareham with a requirement for Python skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Python over the 6 months to 21 January 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Python
Hampshire > Fareham
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 8 20 18
Rank change year-on-year +12 -2 -
Contract jobs citing Python 40 19 3
As % of all contract IT jobs advertised in Fareham 18.02% 6.96% 2.70%
As % of the Programming Languages category 51.95% 27.14% 16.67%
Number of daily rates quoted 35 9 3
Fareham median daily rate £475 £375 £325
Median daily rate % change year-on-year +26.67% +15.38% -
10th Percentile £180 £175 £313
90th Percentile £530 £538 £343
Hampshire median daily rate £475 £398 £325
% change year-on-year +19.50% +22.31% -10.96%
Number of hourly rates quoted 0 4 0
Fareham median hourly rate - £29.25 -
Hampshire median hourly rate £31.67 £42.00 £40.00
% change year-on-year -24.60% +5.00% +81.82%

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

All Programming Languages
Fareham
Contract vacancies with a requirement for coding skills 77 70 18
As % of all contract IT jobs advertised in Fareham 34.68% 25.64% 16.22%
Number of daily rates quoted 58 40 12
Fareham median daily rate £463 £405 £328
Median daily rate % change year-on-year +14.20% +23.66% +7.38%
10th Percentile £249 £181 £301
90th Percentile £530 £526 £352
Hampshire median daily rate £400 £375 £369
% change year-on-year +6.67% +1.69% +5.36%
Number of hourly rates quoted 2 5 4
Fareham median hourly rate £47.75 £37.50 £50.00
Median hourly rate % change year-on-year +27.33% -25.00% -
Hampshire median hourly rate £44.00 £42.50 £40.00
% change year-on-year +3.53% +6.25% +14.29%

Python
Job Vacancy Trend in Fareham

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

Job vacancy trend for Python in Fareham

Python
Contractor Daily Rate Trend in Fareham

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Python in Fareham.

Contractor daily rate trend for Python in Fareham

Python
Contractor Daily Rate Histogram in Fareham

The daily rate distribution of IT jobs citing Python in Fareham over the 6 months to 21 January 2018.

Contractor daily rate histogram for Python in Fareham

Python
Contractor Hourly Rate Trend in Fareham

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Python in Fareham.

Contractor hourly rate trend for Python in Fareham

For the 6 months to 21 January 2018, IT contractor jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Fareham region with a requirement for Python.

1 21 (52.50%) Security Cleared
2 19 (47.50%) Analytics
3 17 (42.50%) R
4 16 (40.00%) Analytical Skills
4 16 (40.00%) SC Cleared
4 16 (40.00%) Windows
5 15 (37.50%) Linux
5 15 (37.50%) Data Analysis
5 15 (37.50%) Collaborative Working
6 14 (35.00%) Bash Shell
6 14 (35.00%) Ruby
7 13 (32.50%) NumPy
8 12 (30.00%) Agile Software Development
8 12 (30.00%) Statistics
9 11 (27.50%) Degree
9 11 (27.50%) Mathematics
9 11 (27.50%) JavaScript
9 11 (27.50%) SQL
10 10 (25.00%) Big Data
11 9 (22.50%) ServiceNow
11 9 (22.50%) Oracle
11 9 (22.50%) PHP
11 9 (22.50%) ITIL
11 9 (22.50%) Red Hat
11 9 (22.50%) Games
12 8 (20.00%) Active Directory
12 8 (20.00%) Data Mining
12 8 (20.00%) Apache
12 8 (20.00%) LDAP
12 8 (20.00%) Data Cleansing

Python
Co-occurring IT Skills in Fareham 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 8 (20.00%) Apache
1 8 (20.00%) nginx
2 7 (17.50%) Jupyter
Applications
1 6 (15.00%) Microsoft Excel
Communications & Networking
1 3 (7.50%) DMZ
Database & Business Intelligence
1 10 (25.00%) Big Data
2 8 (20.00%) Data Mining
3 4 (10.00%) Neo4j
3 4 (10.00%) PostgreSQL
Development Applications
1 6 (15.00%) Git (software)
1 6 (15.00%) JIRA
General
1 9 (22.50%) Games
2 2 (5.00%) Military
Job Titles
1 13 (32.50%) Data Scientist
2 8 (20.00%) Analyst
2 8 (20.00%) Integration Engineer
3 7 (17.50%) Data Analyst
4 6 (15.00%) Developer
4 6 (15.00%) Software Integration Engineer
5 5 (12.50%) Linux Engineer
6 4 (10.00%) Python Developer
6 4 (10.00%) Report Analyst
6 4 (10.00%) Software Developer
7 2 (5.00%) Junior
7 2 (5.00%) Junior Developer
7 2 (5.00%) Junior Software Developer
8 1 (2.50%) Consultant
8 1 (2.50%) HTML Developer
8 1 (2.50%) JavaScript Developer
8 1 (2.50%) Lead Developer
8 1 (2.50%) SQL Developer
8 1 (2.50%) Systems Engineer
8 1 (2.50%) Systems Integration Engineer
Libraries, Frameworks & Software Standards
1 13 (32.50%) NumPy
2 8 (20.00%) LDAP
3 7 (17.50%) D3.js
3 7 (17.50%) Matplotlib
3 7 (17.50%) Pandas
3 7 (17.50%) Unity (Game Engine)
3 7 (17.50%) Unreal Engine
4 6 (15.00%) CSS
4 6 (15.00%) Django
4 6 (15.00%) HTML
4 6 (15.00%) jQuery
5 5 (12.50%) REST
5 5 (12.50%) SOAP
6 4 (10.00%) LESS
7 2 (5.00%) Angular 2
7 2 (5.00%) AngularJS
Miscellaneous
1 16 (40.00%) Analytical Skills
2 8 (20.00%) CMDB
2 8 (20.00%) Computer Science
3 3 (7.50%) User Experience
4 2 (5.00%) Algorithms
4 2 (5.00%) Device Driver
Operating Systems
1 16 (40.00%) Windows
2 15 (37.50%) Linux
3 8 (20.00%) Red Hat Enterprise Linux
Processes & Methodologies
1 19 (47.50%) Analytics
2 15 (37.50%) Collaborative Working
2 15 (37.50%) Data Analysis
3 12 (30.00%) Agile Software Development
3 12 (30.00%) Statistics
4 11 (27.50%) Mathematics
5 9 (22.50%) ITIL
6 8 (20.00%) Data Cleansing
6 8 (20.00%) Enterprise Architecture
6 8 (20.00%) Predictive Analysis
6 8 (20.00%) Sentiment Analysis
6 8 (20.00%) Trend Analysis
6 8 (20.00%) Visualisation
7 7 (17.50%) Machine Learning
8 6 (15.00%) Acceptance Criteria
8 6 (15.00%) Big Data Analytics
8 6 (15.00%) Data Analytics
8 6 (15.00%) Quantitative Analysis
8 6 (15.00%) TDD
9 5 (12.50%) Use Case
Programming Languages
1 17 (42.50%) R
2 14 (35.00%) Bash Shell
2 14 (35.00%) Ruby
3 11 (27.50%) JavaScript
3 11 (27.50%) SQL
4 9 (22.50%) PHP
5 5 (12.50%) PowerShell
6 2 (5.00%) Java
7 1 (2.50%) C#
Qualifications
1 21 (52.50%) Security Cleared
2 16 (40.00%) SC Cleared
3 11 (27.50%) Degree
4 1 (2.50%) Numerate Degree
System Software
1 8 (20.00%) Active Directory
Systems Management
1 8 (20.00%) HAProxy
Vendors
1 9 (22.50%) Oracle
1 9 (22.50%) Red Hat
1 9 (22.50%) ServiceNow
2 7 (17.50%) Tableau
3 1 (2.50%) Microsoft