Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Fareham with a requirement for Python skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Python over the 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Python
Hampshire > Fareham
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 12 34 35
Rank change year-on-year +22 +1 +31
Permanent jobs citing Python 71 43 37
As % of all permanent IT jobs advertised in Fareham 14.82% 7.36% 7.13%
As % of the Programming Languages category 25.63% 13.27% 11.35%
Number of salaries quoted 80 34 36
Fareham median annual salary £42,500 £39,750 £32,000
Median salary % change year-on-year +6.92% +24.22% -1.54%
10th Percentile £25,000 £31,250 £27,500
90th Percentile £55,349 £53,300 £52,500
Hampshire median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

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

All Programming Languages
Fareham
Permanent vacancies with a requirement for coding skills 277 324 326
As % of all permanent IT jobs advertised in Fareham 57.83% 55.48% 62.81%
Number of salaries quoted 257 305 296
Fareham median annual salary £37,500 £37,500 £35,000
Median salary % change year-on-year - +7.14% +11.11%
10th Percentile £25,000 £26,250 £21,250
90th Percentile £67,500 £55,250 £58,750
Hampshire median annual salary £42,500 £40,000 £42,500
% change year-on-year +6.25% -5.88% +6.25%

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
Salary Trend in Fareham

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Python in Fareham.

Salary trend for Python in Fareham

Python
Salary Histogram in Fareham

The salary distribution of IT jobs citing Python in Fareham over the 6 months to 19 November 2017.

Salary histogram for Python in Fareham

For the 6 months to 19 November 2017, IT jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Fareham region with a requirement for Python.

1 47 (66.20%) Agile Software Development
2 46 (64.79%) JavaScript
3 45 (63.38%) SQL
4 42 (59.15%) Linux
5 35 (49.30%) CSS
5 35 (49.30%) Django
6 32 (45.07%) Apache Spark
7 31 (43.66%) Git (software)
7 31 (43.66%) Java
8 29 (40.85%) Data Analysis
9 27 (38.03%) Big Data
10 26 (36.62%) Continuous Integration
11 25 (35.21%) Computer Science
11 25 (35.21%) Microsoft Azure
11 25 (35.21%) Amazon AWS
12 24 (33.80%) Node.js
12 24 (33.80%) DevOps
13 23 (32.39%) Software Engineering
14 22 (30.99%) HTML
14 22 (30.99%) Analytics
14 22 (30.99%) Data Analytics
15 21 (29.58%) NoSQL
15 21 (29.58%) Degree
16 20 (28.17%) Windows
16 20 (28.17%) Ruby
17 19 (26.76%) C++
17 19 (26.76%) JIRA
17 19 (26.76%) jQuery
17 19 (26.76%) Big Data Analytics
18 18 (25.35%) R

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 32 (45.07%) Apache Spark
2 16 (22.54%) Elasticsearch
3 5 (7.04%) SharePoint
Applications
1 3 (4.23%) Adobe Illustrator
1 3 (4.23%) GIMP
1 3 (4.23%) Inkscape
1 3 (4.23%) Photoshop
Cloud Services
1 25 (35.21%) Amazon AWS
1 25 (35.21%) Microsoft Azure
2 11 (15.49%) PaaS
2 11 (15.49%) SaaS
Communications & Networking
1 1 (1.41%) DNS
1 1 (1.41%) Multicast
1 1 (1.41%) SMS
1 1 (1.41%) VPN
Database & Business Intelligence
1 27 (38.03%) Big Data
2 21 (29.58%) NoSQL
3 18 (25.35%) PostgreSQL
4 13 (18.31%) Hadoop
5 10 (14.08%) Relational Database
6 3 (4.23%) Data Mining
Development Applications
1 31 (43.66%) Git (software)
2 19 (26.76%) JIRA
3 6 (8.45%) Subversion
4 3 (4.23%) Atlassian Bamboo
4 3 (4.23%) Jenkins
4 3 (4.23%) Sublime Text
4 3 (4.23%) Travis CI
General
1 8 (11.27%) Telecoms
Job Titles
1 41 (57.75%) Developer
2 24 (33.80%) Python Developer
3 23 (32.39%) Graduate
4 16 (22.54%) Software Developer
4 16 (22.54%) Software Engineer
5 15 (21.13%) JavaScript Developer
6 13 (18.31%) Senior Developer
7 11 (15.49%) Graduate Developer
8 10 (14.08%) Graduate Software Engineer
9 8 (11.27%) Senior JavaScript Developer
9 8 (11.27%) Senior Python Developer
9 8 (11.27%) Senior Software Developer
10 7 (9.86%) Data Scientist
10 7 (9.86%) Django Developer
10 7 (9.86%) Graduate Software Developer
10 7 (9.86%) Python/Django Developer
11 5 (7.04%) Lead Developer
12 3 (4.23%) Big Data Developer
12 3 (4.23%) Graduate Python Developer
13 2 (2.82%) Junior Data Scientist
Libraries, Frameworks & Software Standards
1 35 (49.30%) CSS
1 35 (49.30%) Django
2 24 (33.80%) Node.js
3 22 (30.99%) HTML
4 19 (26.76%) jQuery
5 11 (15.49%) CSS3
5 11 (15.49%) Ruby on Rails
6 6 (8.45%) .NET
7 3 (4.23%) Natural Language Processing
7 3 (4.23%) NumPy
7 3 (4.23%) SVG
7 3 (4.23%) XML
8 1 (1.41%) CakePHP
8 1 (1.41%) CodeIgniter
8 1 (1.41%) J2EE
8 1 (1.41%) J2SE
8 1 (1.41%) Laravel
8 1 (1.41%) RESTful
8 1 (1.41%) Symfony
8 1 (1.41%) Yii
Miscellaneous
1 25 (35.21%) Computer Science
2 5 (7.04%) Algorithms
3 3 (4.23%) Linux Command Line
3 3 (4.23%) Vector Graphics
4 2 (2.82%) Analytical Skills
Operating Systems
1 42 (59.15%) Linux
2 20 (28.17%) Windows
3 8 (11.27%) Unix
4 1 (1.41%) CentOS
Processes & Methodologies
1 47 (66.20%) Agile Software Development
2 29 (40.85%) Data Analysis
3 26 (36.62%) Continuous Integration
4 24 (33.80%) DevOps
5 23 (32.39%) Software Engineering
6 22 (30.99%) Analytics
6 22 (30.99%) Data Analytics
7 19 (26.76%) Big Data Analytics
8 17 (23.94%) Mathematics
9 16 (22.54%) Front End Development
9 16 (22.54%) Responsive Web Design
9 16 (22.54%) Web Design
9 16 (22.54%) Workload Management
10 14 (19.72%) Physics
11 11 (15.49%) Coaching
11 11 (15.49%) Test Automation
12 9 (12.68%) Mentoring
13 6 (8.45%) Cybersecurity
13 6 (8.45%) OOP
13 6 (8.45%) TDD
Programming Languages
1 46 (64.79%) JavaScript
2 45 (63.38%) SQL
3 31 (43.66%) Java
4 20 (28.17%) Ruby
5 19 (26.76%) C++
6 18 (25.35%) R
7 17 (23.94%) C
8 12 (16.90%) Bash Shell
9 11 (15.49%) Go
9 11 (15.49%) Scala
10 9 (12.68%) Perl
11 6 (8.45%) C#
12 2 (2.82%) MATLAB
13 1 (1.41%) Korn
13 1 (1.41%) PHP
Qualifications
1 21 (29.58%) Degree
2 3 (4.23%) PhD
3 1 (1.41%) Computer Science Degree
System Software
1 1 (1.41%) KVM
1 1 (1.41%) VMware ESXi
1 1 (1.41%) VMware Infrastructure
Systems Management
1 1 (1.41%) Ansible
1 1 (1.41%) Puppet
Vendors
1 6 (8.45%) Google
2 3 (4.23%) Adobe
3 1 (1.41%) Cisco
3 1 (1.41%) Red Hat
3 1 (1.41%) VMware
3 1 (1.41%) Zend