Period
to 18 July 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 18 July 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
18 Jul 2018
Same period 2017 Same period 2016
Rank 16 16 19
Rank change year-on-year 0 +3 -
Contract jobs citing Python 16 13 7
As % of all contract IT jobs advertised in Fareham 7.77% 7.10% 4.27%
As % of the Programming Languages category 26.23% 24.53% 24.14%
Number of daily rates quoted 13 5 7
Fareham median daily rate £485 £400 £225
Median daily rate % change year-on-year +21.25% +77.78% -
10th Percentile £414 £271 £208
90th Percentile £528 £460 £380
Hampshire median daily rate £476 £401 £400
% change year-on-year +18.73% +0.13% +18.52%
Number of hourly rates quoted 1 1 0
Fareham median hourly rate £22.50 £40.50 -
Median hourly rate % change year-on-year -44.44% - -
Hampshire median hourly rate £40.00 £41.50 £41.25
% change year-on-year -3.61% +0.61% +3.13%

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 61 53 29
As % of all contract IT jobs advertised in Fareham 29.61% 28.96% 17.68%
Number of daily rates quoted 46 35 28
Fareham median daily rate £423 £400 £335
Median daily rate % change year-on-year +5.75% +19.40% +17.54%
10th Percentile £281 £223 £211
90th Percentile £527 £488 £411
Hampshire median daily rate £425 £395 £368
% change year-on-year +7.59% +7.48% +2.08%
Number of hourly rates quoted 5 1 0
Fareham median hourly rate £22.50 £40.50 -
Median hourly rate % change year-on-year -44.44% - -
Hampshire median hourly rate £41.50 £43.50 £42.00
% change year-on-year -4.60% +3.57% +7.69%

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 18 July 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 12 (75.00%) Data Science
1 12 (75.00%) Decision-Making
2 11 (68.75%) Games
2 11 (68.75%) Statistics
2 11 (68.75%) Mathematics
2 11 (68.75%) R
3 10 (62.50%) Security Cleared
3 10 (62.50%) Data Analysis
4 9 (56.25%) Data Mining
4 9 (56.25%) Data Cleansing
4 9 (56.25%) Degree
4 9 (56.25%) Computer Science
4 9 (56.25%) Matplotlib
4 9 (56.25%) NumPy
4 9 (56.25%) Analytics
4 9 (56.25%) Machine Learning
4 9 (56.25%) Pandas
4 9 (56.25%) Jupyter
4 9 (56.25%) Predictive Analysis
4 9 (56.25%) Sentiment Analysis
4 9 (56.25%) Trend Analysis
5 8 (50.00%) Visualisation
5 8 (50.00%) Open Source
5 8 (50.00%) SC Cleared
5 8 (50.00%) Agile Software Development
5 8 (50.00%) Software Engineering
6 7 (43.75%) Quantitative Analysis
6 7 (43.75%) Tableau
6 7 (43.75%) Analytical Skills
6 7 (43.75%) D3.js

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 9 (56.25%) Jupyter
2 1 (6.25%) Apache Spark
2 1 (6.25%) Elasticsearch
2 1 (6.25%) nginx
2 1 (6.25%) OpenStack
2 1 (6.25%) SAS
Cloud Services
1 1 (6.25%) Amazon AWS
1 1 (6.25%) GitHub
1 1 (6.25%) IaaS
Communications & Networking
1 3 (18.75%) SMS
Database & Business Intelligence
1 9 (56.25%) Data Mining
2 2 (12.50%) NoSQL
3 1 (6.25%) Apache Cassandra
3 1 (6.25%) Hadoop
3 1 (6.25%) MongoDB
3 1 (6.25%) SQL Server
3 1 (6.25%) Sqoop
Development Applications
1 2 (12.50%) Jenkins
2 1 (6.25%) Cucumber
2 1 (6.25%) Git (software)
2 1 (6.25%) Selenium
General
1 11 (68.75%) Games
2 4 (25.00%) Military
Job Titles
1 11 (68.75%) Data Scientist
2 1 (6.25%) Analyst
2 1 (6.25%) Architect
2 1 (6.25%) Artificial Intelligence Developer
2 1 (6.25%) Data Analyst
2 1 (6.25%) Data Architect
2 1 (6.25%) Data Engineer
2 1 (6.25%) Developer
2 1 (6.25%) DevOps Engineer
2 1 (6.25%) Games Developer
2 1 (6.25%) Java Developer
2 1 (6.25%) Java Games Developer
2 1 (6.25%) Machine Learning Scientist
2 1 (6.25%) Python Developer
Libraries, Frameworks & Software Standards
1 9 (56.25%) Matplotlib
1 9 (56.25%) NumPy
1 9 (56.25%) Pandas
2 7 (43.75%) D3.js
2 7 (43.75%) Unity (Game Engine)
2 7 (43.75%) Unreal Engine
3 1 (6.25%) Elastic Stack
3 1 (6.25%) JSON
3 1 (6.25%) Node.js
3 1 (6.25%) pytest
3 1 (6.25%) XML
3 1 (6.25%) XSD
Miscellaneous
1 9 (56.25%) Computer Science
2 7 (43.75%) Analytical Skills
3 4 (25.00%) Algorithms
3 4 (25.00%) User Experience
Operating Systems
1 1 (6.25%) CentOS
1 1 (6.25%) DC/OS
1 1 (6.25%) Debian
1 1 (6.25%) Linux
1 1 (6.25%) Ubuntu
Processes & Methodologies
1 12 (75.00%) Data Science
1 12 (75.00%) Decision-Making
2 11 (68.75%) Mathematics
2 11 (68.75%) Statistics
3 10 (62.50%) Data Analysis
4 9 (56.25%) Analytics
4 9 (56.25%) Data Cleansing
4 9 (56.25%) Machine Learning
4 9 (56.25%) Predictive Analysis
4 9 (56.25%) Sentiment Analysis
4 9 (56.25%) Trend Analysis
5 8 (50.00%) Agile Software Development
5 8 (50.00%) Open Source
5 8 (50.00%) Software Engineering
5 8 (50.00%) Visualisation
6 7 (43.75%) Quantitative Analysis
7 6 (37.50%) Collaborative Working
8 4 (25.00%) Creative Thinking
8 4 (25.00%) Data Development
8 4 (25.00%) Problem-Solving
Programming Languages
1 11 (68.75%) R
2 6 (37.50%) Java
3 2 (12.50%) Ruby
3 2 (12.50%) Scala
3 2 (12.50%) SQL
4 1 (6.25%) C
4 1 (6.25%) Go
4 1 (6.25%) Shell Script
Qualifications
1 10 (62.50%) Security Cleared
2 9 (56.25%) Degree
3 8 (50.00%) SC Cleared
4 3 (18.75%) Numerate Degree
System Software
1 1 (6.25%) Docker
1 1 (6.25%) HDFS
Systems Management
1 1 (6.25%) Ansible
1 1 (6.25%) HAProxy
1 1 (6.25%) Kibana
1 1 (6.25%) Kubernetes
1 1 (6.25%) Puppet
Vendors
1 7 (43.75%) Tableau
2 1 (6.25%) Cloudera
2 1 (6.25%) Oracle