Period
to 15 October 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 15 October 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
15 Oct 2018
Same period 2017 Same period 2016
Rank 22 10 19
Rank change year-on-year -12 +9 -4
Contract jobs citing Python 10 22 13
As % of all contract IT jobs advertised in Fareham 5.85% 13.02% 5.99%
As % of the Programming Languages category 18.87% 37.29% 26.00%
Number of daily rates quoted 3 12 5
Fareham median daily rate £525 £425 £450
Median daily rate % change year-on-year +23.53% -5.56% +35.85%
10th Percentile £513 £163 £279
90th Percentile £568 £475 £538
Hampshire median daily rate £500 £425 £400
% change year-on-year +17.65% +6.25% +12.28%
Number of hourly rates quoted 1 0 2
Fareham median hourly rate £22.50 - £41.50
10th Percentile £21.75 - £40.75
90th Percentile £23.25 - £42.25
Hampshire median hourly rate £43.50 £44.00 £42.50
% change year-on-year -1.14% +3.53% +6.25%

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 53 59 50
As % of all contract IT jobs advertised in Fareham 30.99% 34.91% 23.04%
Number of daily rates quoted 39 39 38
Fareham median daily rate £488 £400 £350
Median daily rate % change year-on-year +21.88% +14.29% +12.90%
10th Percentile £291 £210 £263
90th Percentile £538 £488 £529
Hampshire median daily rate £425 £400 £375
% change year-on-year +6.25% +6.67% +2.74%
Number of hourly rates quoted 4 1 1
Fareham median hourly rate £22.50 £45.00 £41.50
Median hourly rate % change year-on-year -50.00% +8.43% -17.00%
10th Percentile £21.25 £42.50 £40.75
90th Percentile £45.63 £47.50 £42.25
Hampshire median hourly rate £42.50 £42.50 £42.50

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 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 15 October 2018, IT contractor jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Fareham region with a requirement for Python.

1 4 (40.00%) ITIL
1 4 (40.00%) Linux
1 4 (40.00%) Data Analysis
1 4 (40.00%) Ruby
1 4 (40.00%) R
1 4 (40.00%) ServiceNow
2 3 (30.00%) Unity (Game Engine)
2 3 (30.00%) Unreal Engine
2 3 (30.00%) Pandas
2 3 (30.00%) Jupyter
2 3 (30.00%) Predictive Analysis
2 3 (30.00%) Sentiment Analysis
2 3 (30.00%) Collaborative Working
2 3 (30.00%) Data Science
2 3 (30.00%) Analytics
2 3 (30.00%) Matplotlib
2 3 (30.00%) Tableau
2 3 (30.00%) Machine Learning
2 3 (30.00%) D3.js
2 3 (30.00%) Open Source
2 3 (30.00%) Trend Analysis
2 3 (30.00%) Visualisation
2 3 (30.00%) Bash Shell
2 3 (30.00%) NumPy
2 3 (30.00%) Software Engineering
2 3 (30.00%) Agile Software Development
2 3 (30.00%) Games
2 3 (30.00%) Statistics
2 3 (30.00%) Mathematics
2 3 (30.00%) 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 3 (30.00%) Jupyter
2 2 (20.00%) Apache
2 2 (20.00%) nginx
3 1 (10.00%) Apache Spark
3 1 (10.00%) Elasticsearch
3 1 (10.00%) SAS
Cloud Services
1 1 (10.00%) Amazon AWS
1 1 (10.00%) IaaS
1 1 (10.00%) PaaS
Communications & Networking
1 2 (20.00%) DMZ
Database & Business Intelligence
1 3 (30.00%) Data Mining
2 1 (10.00%) Apache Cassandra
2 1 (10.00%) MongoDB
2 1 (10.00%) NoSQL
2 1 (10.00%) SQL Server
2 1 (10.00%) Sqoop
Development Applications
1 2 (20.00%) Git (software)
1 2 (20.00%) Jenkins
2 1 (10.00%) Cucumber
2 1 (10.00%) Selenium
General
1 3 (30.00%) Games
2 1 (10.00%) Aerospace
Job Titles
1 3 (30.00%) Data Scientist
2 2 (20.00%) Integration Engineer
2 2 (20.00%) Monitoring Engineer
2 2 (20.00%) Software Integration Engineer
3 1 (10.00%) Data Engineer
3 1 (10.00%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 3 (30.00%) D3.js
1 3 (30.00%) Matplotlib
1 3 (30.00%) NumPy
1 3 (30.00%) Pandas
1 3 (30.00%) Unity (Game Engine)
1 3 (30.00%) Unreal Engine
2 2 (20.00%) LDAP
3 1 (10.00%) Node.js
3 1 (10.00%) pytest
Miscellaneous
1 2 (20.00%) CMDB
1 2 (20.00%) Self-Motivation
Operating Systems
1 4 (40.00%) Linux
2 3 (30.00%) Windows
3 2 (20.00%) Red Hat Enterprise Linux
Processes & Methodologies
1 4 (40.00%) Data Analysis
1 4 (40.00%) ITIL
2 3 (30.00%) Agile Software Development
2 3 (30.00%) Analytics
2 3 (30.00%) Collaborative Working
2 3 (30.00%) Data Cleansing
2 3 (30.00%) Data Science
2 3 (30.00%) Machine Learning
2 3 (30.00%) Mathematics
2 3 (30.00%) Open Source
2 3 (30.00%) Predictive Analysis
2 3 (30.00%) Sentiment Analysis
2 3 (30.00%) Software Engineering
2 3 (30.00%) Statistics
2 3 (30.00%) Trend Analysis
2 3 (30.00%) Visualisation
3 2 (20.00%) DevOps
3 2 (20.00%) Enterprise Architecture
3 2 (20.00%) Scrum
4 1 (10.00%) Quantitative Analysis
Programming Languages
1 4 (40.00%) R
1 4 (40.00%) Ruby
2 3 (30.00%) Bash Shell
3 2 (20.00%) PHP
3 2 (20.00%) PowerShell
4 1 (10.00%) Go
4 1 (10.00%) Java
4 1 (10.00%) Perl
4 1 (10.00%) Scala
4 1 (10.00%) SQL
Qualifications
1 3 (30.00%) SC Cleared
1 3 (30.00%) Security Cleared
System Software
1 2 (20.00%) Active Directory
2 1 (10.00%) HDFS
2 1 (10.00%) VMware Infrastructure
Systems Management
1 2 (20.00%) CA Spectrum
1 2 (20.00%) HAProxy
1 2 (20.00%) Opscode Chef
1 2 (20.00%) Puppet
2 1 (10.00%) Ansible
2 1 (10.00%) Kibana
Vendors
1 4 (40.00%) ServiceNow
2 3 (30.00%) Oracle
2 3 (30.00%) Tableau
3 2 (20.00%) CA
3 2 (20.00%) Red Hat
3 2 (20.00%) VMware
4 1 (10.00%) Cisco
4 1 (10.00%) Infoblox
4 1 (10.00%) SolarWinds