Period
to 18 January 2018

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 18 January 2018 with a comparison to the same period in the previous 2 years.

Python
Hampshire > Fareham
6 months to
18 Jan 2018
Same period 2017 Same period 2016
Rank 13 29 37
Rank change year-on-year +16 +8 +31
Permanent jobs citing Python 86 46 36
As % of all permanent IT jobs advertised in Fareham 14.98% 8.41% 7.19%
As % of the Programming Languages category 25.52% 16.55% 10.50%
Number of salaries quoted 99 30 33
Fareham median annual salary £42,500 £39,750 £32,500
Median salary % change year-on-year +6.92% +22.31% -12.16%
10th Percentile £24,750 £31,250 £27,500
90th Percentile £55,349 £55,275 £52,500
Hampshire median annual salary £42,714 £45,000 £45,000
% change year-on-year -5.08% - +12.50%

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 337 278 343
As % of all permanent IT jobs advertised in Fareham 58.71% 50.82% 68.46%
Number of salaries quoted 312 250 306
Fareham median annual salary £37,500 £37,500 £35,500
Median salary % change year-on-year - +5.63% +9.23%
10th Percentile £26,000 £26,213 £21,250
90th Percentile £67,500 £57,000 £53,750
Hampshire median annual salary £40,000 £40,000 £42,250
% change year-on-year - -5.33% +5.63%

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 18 January 2018.

Salary histogram for Python in Fareham

For the 6 months to 18 January 2018, 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 60 (69.77%) Linux
2 59 (68.60%) Agile Software Development
3 52 (60.47%) SQL
4 51 (59.30%) JavaScript
5 43 (50.00%) Java
6 40 (46.51%) Computer Science
6 40 (46.51%) Git (software)
7 39 (45.35%) Django
8 37 (43.02%) Software Engineering
9 36 (41.86%) Data Analysis
10 35 (40.70%) Continuous Integration
11 34 (39.53%) Apache Spark
11 34 (39.53%) CSS
12 33 (38.37%) C++
12 33 (38.37%) Microsoft Azure
12 33 (38.37%) Amazon AWS
13 32 (37.21%) Degree
14 30 (34.88%) Big Data
15 29 (33.72%) JIRA
15 29 (33.72%) C
16 28 (32.56%) Windows
17 27 (31.40%) HTML
17 27 (31.40%) Big Data Analytics
17 27 (31.40%) Data Analytics
17 27 (31.40%) jQuery
17 27 (31.40%) Analytics
18 26 (30.23%) PostgreSQL
19 24 (27.91%) Web Design
19 24 (27.91%) Elasticsearch
19 24 (27.91%) DevOps

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 34 (39.53%) Apache Spark
2 24 (27.91%) Elasticsearch
3 5 (5.81%) SharePoint
Cloud Services
1 33 (38.37%) Amazon AWS
1 33 (38.37%) Microsoft Azure
2 7 (8.14%) PaaS
2 7 (8.14%) SaaS
Communications & Networking
1 1 (1.16%) DNS
1 1 (1.16%) Multicast
1 1 (1.16%) VPN
Database & Business Intelligence
1 30 (34.88%) Big Data
2 26 (30.23%) PostgreSQL
3 18 (20.93%) NoSQL
4 11 (12.79%) Relational Database
5 7 (8.14%) Hadoop
Development Applications
1 40 (46.51%) Git (software)
2 29 (33.72%) JIRA
3 10 (11.63%) Subversion
4 5 (5.81%) Jenkins
5 3 (3.49%) Atlassian Bamboo
5 3 (3.49%) Travis CI
6 2 (2.33%) LabVIEW
General
1 12 (13.95%) Telecoms
2 4 (4.65%) Electronics
Job Titles
1 49 (56.98%) Developer
2 39 (45.35%) Graduate
3 32 (37.21%) Python Developer
4 26 (30.23%) Software Engineer
5 18 (20.93%) Graduate Software Engineer
6 16 (18.60%) Software Developer
7 15 (17.44%) Graduate Developer
8 11 (12.79%) Graduate Software Developer
8 11 (12.79%) JavaScript Developer
9 9 (10.47%) Senior Developer
10 7 (8.14%) Django Developer
10 7 (8.14%) Python/Django Developer
11 6 (6.98%) Data Scientist
11 6 (6.98%) Junior
11 6 (6.98%) Junior Data Scientist
12 5 (5.81%) Lead Developer
13 4 (4.65%) Senior JavaScript Developer
13 4 (4.65%) Senior Python Developer
13 4 (4.65%) Senior Software Developer
14 3 (3.49%) Big Data Developer
Libraries, Frameworks & Software Standards
1 39 (45.35%) Django
2 34 (39.53%) CSS
3 27 (31.40%) HTML
3 27 (31.40%) jQuery
4 24 (27.91%) Node.js
5 7 (8.14%) CSS3
5 7 (8.14%) Ruby on Rails
6 6 (6.98%) .NET
7 3 (3.49%) NumPy
8 2 (2.33%) Middleware
9 1 (1.16%) J2EE
9 1 (1.16%) J2SE
9 1 (1.16%) Java EE
Miscellaneous
1 40 (46.51%) Computer Science
2 2 (2.33%) Algorithms
2 2 (2.33%) ASIC
2 2 (2.33%) BeagleBone
Operating Systems
1 60 (69.77%) Linux
2 28 (32.56%) Windows
3 12 (13.95%) Unix
4 2 (2.33%) Embedded Linux
5 1 (1.16%) CentOS
Processes & Methodologies
1 59 (68.60%) Agile Software Development
2 37 (43.02%) Software Engineering
3 36 (41.86%) Data Analysis
4 35 (40.70%) Continuous Integration
5 27 (31.40%) Analytics
5 27 (31.40%) Big Data Analytics
5 27 (31.40%) Data Analytics
6 24 (27.91%) DevOps
6 24 (27.91%) Front End Development
6 24 (27.91%) Responsive Web Design
6 24 (27.91%) Web Design
6 24 (27.91%) Workload Management
7 19 (22.09%) Mathematics
7 19 (22.09%) Physics
8 9 (10.47%) Test Automation
9 8 (9.30%) TDD
10 7 (8.14%) Coaching
11 6 (6.98%) Cybersecurity
11 6 (6.98%) Mathematical Modelling
11 6 (6.98%) OOP
Programming Languages
1 52 (60.47%) SQL
2 51 (59.30%) JavaScript
3 43 (50.00%) Java
4 33 (38.37%) C++
5 29 (33.72%) C
6 15 (17.44%) R
7 13 (15.12%) Bash Shell
7 13 (15.12%) Ruby
8 8 (9.30%) MATLAB
9 7 (8.14%) Go
9 7 (8.14%) Scala
10 6 (6.98%) C#
10 6 (6.98%) Perl
11 2 (2.33%) Embedded C
12 1 (1.16%) Korn
Qualifications
1 32 (37.21%) Degree
2 6 (6.98%) PhD
3 2 (2.33%) ISTQB
4 1 (1.16%) Computer Science Degree
Quality Assurance & Compliance
1 4 (4.65%) QA
System Software
1 4 (4.65%) Firmware
2 1 (1.16%) KVM
2 1 (1.16%) VMware ESXi
2 1 (1.16%) VMware Infrastructure
Systems Management
1 1 (1.16%) Ansible
1 1 (1.16%) Puppet
Vendors
1 6 (6.98%) Google
2 1 (1.16%) Cisco
2 1 (1.16%) Red Hat
2 1 (1.16%) VMware