Period
to 26 April 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 26 April 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
26 Apr 2018
Same period 2017 Same period 2016
Rank 8 24 23
Rank change year-on-year +16 -1 -
Contract jobs citing Python 40 12 5
As % of all contract IT jobs advertised in Fareham 15.56% 4.94% 3.60%
As % of the Programming Languages category 48.78% 18.46% 29.41%
Number of daily rates quoted 37 8 5
Fareham median daily rate £475 £288 £215
Median daily rate % change year-on-year +65.22% +33.72% -
10th Percentile £408 £175 £208
90th Percentile £530 £475 £379
Hampshire median daily rate £475 £400 £400
% change year-on-year +18.75% - +18.52%
Number of hourly rates quoted 0 3 0
Fareham median hourly rate - £17.00 -
Hampshire median hourly rate - £36.50 £39.25
% change year-on-year - -7.01% -1.88%

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 82 65 17
As % of all contract IT jobs advertised in Fareham 31.91% 26.75% 12.23%
Number of daily rates quoted 67 37 16
Fareham median daily rate £475 £400 £330
Median daily rate % change year-on-year +18.75% +21.21% +9.09%
10th Percentile £281 £175 £208
90th Percentile £530 £488 £365
Hampshire median daily rate £413 £388 £365
% change year-on-year +6.45% +6.16% -
Number of hourly rates quoted 3 4 1
Fareham median hourly rate £25.01 £28.75 £50.00
Median hourly rate % change year-on-year -13.03% -42.50% -
Hampshire median hourly rate £42.50 £43.25 £42.00
% change year-on-year -1.73% +2.98% +10.53%

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 26 April 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 26 April 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 26 (65.00%) Security Cleared
2 23 (57.50%) SC Cleared
3 21 (52.50%) Data Science
3 21 (52.50%) Decision-Making
4 20 (50.00%) Collaborative Working
4 20 (50.00%) Games
5 19 (47.50%) R
6 18 (45.00%) Analytics
7 17 (42.50%) Trend Analysis
7 17 (42.50%) Predictive Analysis
7 17 (42.50%) Sentiment Analysis
7 17 (42.50%) Data Cleansing
7 17 (42.50%) Statistics
7 17 (42.50%) Mathematics
7 17 (42.50%) Data Mining
8 16 (40.00%) Jupyter
8 16 (40.00%) Matplotlib
8 16 (40.00%) Machine Learning
8 16 (40.00%) Visualisation
8 16 (40.00%) NumPy
8 16 (40.00%) Pandas
9 15 (37.50%) Analytical Skills
9 15 (37.50%) Degree
10 14 (35.00%) Agile Software Development
10 14 (35.00%) Data Analysis
10 14 (35.00%) Ruby
10 14 (35.00%) Unity (Game Engine)
10 14 (35.00%) Unreal Engine
10 14 (35.00%) D3.js
10 14 (35.00%) Tableau

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 16 (40.00%) Jupyter
2 8 (20.00%) nginx
3 7 (17.50%) Apache
4 1 (2.50%) OpenStack
Applications
1 2 (5.00%) Microsoft Excel
Cloud Services
1 1 (2.50%) GitHub
1 1 (2.50%) IaaS
Communications & Networking
1 3 (7.50%) DMZ
1 3 (7.50%) SMS
Database & Business Intelligence
1 17 (42.50%) Data Mining
2 1 (2.50%) Hadoop
2 1 (2.50%) NoSQL
Development Applications
1 1 (2.50%) Git (software)
1 1 (2.50%) Jenkins
General
1 20 (50.00%) Games
2 6 (15.00%) Military
Job Titles
1 20 (50.00%) Data Scientist
2 7 (17.50%) Integration Engineer
3 5 (12.50%) Analyst
3 5 (12.50%) Data Analyst
3 5 (12.50%) Software Integration Engineer
4 4 (10.00%) Linux Engineer
5 1 (2.50%) Architect
5 1 (2.50%) Artificial Intelligence Consultant
5 1 (2.50%) Artificial Intelligence Developer
5 1 (2.50%) Consultant
5 1 (2.50%) Data Architect
5 1 (2.50%) DevOps Engineer
5 1 (2.50%) Games Developer
5 1 (2.50%) Java Developer
5 1 (2.50%) Java Games Developer
5 1 (2.50%) Machine Learning Scientist
5 1 (2.50%) Python Developer
5 1 (2.50%) Report Analyst
5 1 (2.50%) Systems Engineer
5 1 (2.50%) Systems Integration Engineer
Libraries, Frameworks & Software Standards
1 16 (40.00%) Matplotlib
1 16 (40.00%) NumPy
1 16 (40.00%) Pandas
2 14 (35.00%) D3.js
2 14 (35.00%) Unity (Game Engine)
2 14 (35.00%) Unreal Engine
3 7 (17.50%) LDAP
4 5 (12.50%) REST
4 5 (12.50%) SOAP
5 1 (2.50%) Elastic Stack
5 1 (2.50%) JSON
5 1 (2.50%) XML
5 1 (2.50%) XSD
Miscellaneous
1 15 (37.50%) Analytical Skills
2 13 (32.50%) Computer Science
3 9 (22.50%) Self-Motivation
4 7 (17.50%) CMDB
4 7 (17.50%) User Experience
5 6 (15.00%) Algorithms
Operating Systems
1 13 (32.50%) Linux
1 13 (32.50%) Windows
2 7 (17.50%) Red Hat Enterprise Linux
3 1 (2.50%) CentOS
3 1 (2.50%) DC/OS
3 1 (2.50%) Debian
3 1 (2.50%) Ubuntu
Processes & Methodologies
1 21 (52.50%) Data Science
1 21 (52.50%) Decision-Making
2 20 (50.00%) Collaborative Working
3 18 (45.00%) Analytics
4 17 (42.50%) Data Cleansing
4 17 (42.50%) Mathematics
4 17 (42.50%) Predictive Analysis
4 17 (42.50%) Sentiment Analysis
4 17 (42.50%) Statistics
4 17 (42.50%) Trend Analysis
5 16 (40.00%) Machine Learning
5 16 (40.00%) Visualisation
6 14 (35.00%) Agile Software Development
6 14 (35.00%) Data Analysis
7 13 (32.50%) Quantitative Analysis
8 12 (30.00%) Open Source
8 12 (30.00%) Software Engineering
9 8 (20.00%) ITIL
9 8 (20.00%) Statistical Modelling
10 7 (17.50%) Data Development
Programming Languages
1 19 (47.50%) R
2 14 (35.00%) Ruby
3 13 (32.50%) Bash Shell
4 8 (20.00%) PHP
5 7 (17.50%) Java
6 5 (12.50%) JavaScript
6 5 (12.50%) PowerShell
7 2 (5.00%) SQL
8 1 (2.50%) C
8 1 (2.50%) C#
8 1 (2.50%) Scala
8 1 (2.50%) Shell Script
Qualifications
1 26 (65.00%) Security Cleared
2 23 (57.50%) SC Cleared
3 15 (37.50%) Degree
4 4 (10.00%) Numerate Degree
System Software
1 7 (17.50%) Active Directory
2 1 (2.50%) Docker
Systems Management
1 8 (20.00%) HAProxy
2 1 (2.50%) Ansible
2 1 (2.50%) Kubernetes
2 1 (2.50%) Puppet
Vendors
1 14 (35.00%) Tableau
2 8 (20.00%) Oracle
2 8 (20.00%) Red Hat
2 8 (20.00%) ServiceNow
3 1 (2.50%) Cloudera
3 1 (2.50%) Microsoft