Period
to 20 November 2017

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 20 November 2017 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
20 Nov 2017
Same period 2016 Same period 2015
Rank 9 19 16
Rank change year-on-year +10 -3 -
Contract jobs citing Python 29 16 3
As % of all contract IT jobs advertised in Fareham 14.08% 6.45% 3.13%
As % of the Programming Languages category 42.03% 26.67% 10.71%
Number of daily rates quoted 20 5 3
Fareham median daily rate £425 £450 £325
Median daily rate % change year-on-year -5.56% +38.46% -
10th Percentile £158 £327 £313
90th Percentile £488 £538 £343
Hampshire median daily rate £432 £400 £340
% change year-on-year +7.88% +17.65% -13.92%
Number of hourly rates quoted 0 2 0
Fareham median hourly rate - £41.50 -
Hampshire median hourly rate £31.67 £42.50 £40.00
% change year-on-year -25.48% +6.25% +6.67%

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 69 60 28
As % of all contract IT jobs advertised in Fareham 33.50% 24.19% 29.17%
Number of daily rates quoted 46 42 21
Fareham median daily rate £400 £350 £310
Median daily rate % change year-on-year +14.29% +12.90% +3.33%
10th Percentile £195 £261 £220
90th Percentile £488 £521 £373
Hampshire median daily rate £400 £370 £370
% change year-on-year +8.11% - +5.71%
Number of hourly rates quoted 2 3 4
Fareham median hourly rate £47.75 £41.50 £50.00
Median hourly rate % change year-on-year +15.06% -17.00% -
Hampshire median hourly rate £44.12 £42.50 £37.50
% change year-on-year +3.80% +13.33% -

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 20 November 2017.

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 20 November 2017, 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 12 (41.38%) SQL
1 12 (41.38%) Linux
1 12 (41.38%) Big Data
1 12 (41.38%) Analytics
1 12 (41.38%) Analytical Skills
2 11 (37.93%) R
2 11 (37.93%) Windows
2 11 (37.93%) Data Analysis
2 11 (37.93%) Security Cleared
3 9 (31.03%) JavaScript
4 8 (27.59%) Ruby
4 8 (27.59%) Statistics
4 8 (27.59%) Degree
4 8 (27.59%) Agile Software Development
4 8 (27.59%) Git (software)
5 7 (24.14%) Mathematics
5 7 (24.14%) Apache
6 6 (20.69%) LDAP
6 6 (20.69%) Microsoft Excel
6 6 (20.69%) PHP
6 6 (20.69%) CSS
6 6 (20.69%) Oracle
6 6 (20.69%) HTML
6 6 (20.69%) Active Directory
6 6 (20.69%) Red Hat
6 6 (20.69%) CMDB
6 6 (20.69%) Django
6 6 (20.69%) jQuery
6 6 (20.69%) SC Cleared
6 6 (20.69%) JIRA

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 7 (24.14%) Apache
2 6 (20.69%) nginx
3 1 (3.45%) Apache Spark
3 1 (3.45%) ArcGIS
3 1 (3.45%) SAS
Applications
1 6 (20.69%) Microsoft Excel
2 1 (3.45%) Stata
Cloud Services
1 3 (10.34%) Microsoft Azure
2 2 (6.90%) Amazon AWS
Communications & Networking
1 6 (20.69%) LDAP
2 2 (6.90%) DMZ
3 1 (3.45%) Internet
Database & Business Intelligence
1 12 (41.38%) Big Data
2 5 (17.24%) Neo4j
3 4 (13.79%) PostgreSQL
4 3 (10.34%) NoSQL
5 1 (3.45%) Geospatial Data
5 1 (3.45%) GIS
5 1 (3.45%) QGIS
5 1 (3.45%) Spatial Data
5 1 (3.45%) Text Mining
Development Applications
1 8 (27.59%) Git (software)
2 6 (20.69%) JIRA
3 2 (6.90%) Visual Studio
3 2 (6.90%) Visual Studio Team System
General
1 1 (3.45%) Finance
Job Titles
1 9 (31.03%) Developer
2 7 (24.14%) Analyst
3 6 (20.69%) Integration Engineer
3 6 (20.69%) Software Integration Engineer
4 5 (17.24%) Data Analyst
4 5 (17.24%) Data Scientist
5 4 (13.79%) Linux Engineer
5 4 (13.79%) Python Developer
5 4 (13.79%) Software Developer
6 3 (10.34%) Full Stack Developer
6 3 (10.34%) Report Analyst
7 2 (6.90%) C++ Software Engineer
7 2 (6.90%) Junior
7 2 (6.90%) Junior Developer
7 2 (6.90%) Junior Software Developer
7 2 (6.90%) Software Engineer
8 1 (3.45%) GIS Analyst
8 1 (3.45%) HTML Developer
8 1 (3.45%) Lead Developer
8 1 (3.45%) SQL Developer
Libraries, Frameworks & Software Standards
1 6 (20.69%) CSS
1 6 (20.69%) Django
1 6 (20.69%) HTML
1 6 (20.69%) jQuery
1 6 (20.69%) NumPy
2 4 (13.79%) LESS
3 3 (10.34%) Angular 2
3 3 (10.34%) AngularJS
Miscellaneous
1 12 (41.38%) Analytical Skills
2 6 (20.69%) CMDB
3 5 (17.24%) Computer Science
4 2 (6.90%) Device Driver
Operating Systems
1 12 (41.38%) Linux
2 11 (37.93%) Windows
3 6 (20.69%) Red Hat Enterprise Linux
Processes & Methodologies
1 12 (41.38%) Analytics
2 11 (37.93%) Data Analysis
3 8 (27.59%) Agile Software Development
3 8 (27.59%) Statistics
4 7 (24.14%) Mathematics
5 6 (20.69%) Acceptance Criteria
5 6 (20.69%) Big Data Analytics
5 6 (20.69%) Data Analytics
5 6 (20.69%) Enterprise Architecture
5 6 (20.69%) TDD
6 5 (17.24%) Customer Requirements
6 5 (17.24%) Physics
7 4 (13.79%) Collaborative Working
7 4 (13.79%) Web Development
8 3 (10.34%) ITIL
8 3 (10.34%) Microservices
9 2 (6.90%) Configuration Management
9 2 (6.90%) OO
9 2 (6.90%) Software Engineering
9 2 (6.90%) Web Design
Programming Languages
1 12 (41.38%) SQL
2 11 (37.93%) R
3 9 (31.03%) JavaScript
4 8 (27.59%) Ruby
5 6 (20.69%) Bash Shell
5 6 (20.69%) PHP
6 2 (6.90%) C
6 2 (6.90%) C#
6 2 (6.90%) C++
6 2 (6.90%) Perl
6 2 (6.90%) TypeScript
7 1 (3.45%) Java
Qualifications
1 11 (37.93%) Security Cleared
2 8 (27.59%) Degree
3 6 (20.69%) SC Cleared
4 1 (3.45%) Postgraduate
System Software
1 6 (20.69%) Active Directory
Systems Management
1 6 (20.69%) HAProxy
Vendors
1 6 (20.69%) Oracle
1 6 (20.69%) Red Hat
1 6 (20.69%) ServiceNow
2 4 (13.79%) Microsoft
3 2 (6.90%) Google