Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Newbury 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Python
Berkshire > Newbury
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 20 44 59
Rank change year-on-year +24 +15 +2
Permanent jobs citing Python 66 20 19
As % of all permanent IT jobs advertised in Newbury 10.98% 4.45% 2.57%
As % of the Programming Languages category 17.69% 7.17% 4.22%
Number of salaries quoted 57 34 60
Newbury median annual salary £40,000 £45,000 £42,500
Median salary % change year-on-year -11.11% +5.88% +3.03%
10th Percentile £24,000 £38,750 £37,500
90th Percentile £57,500 £54,500 £53,750
Berkshire median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% -

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 Newbury with a requirement for coding skills.

All Programming Languages
Newbury
Permanent vacancies with a requirement for coding skills 373 279 450
As % of all permanent IT jobs advertised in Newbury 62.06% 62.14% 60.89%
Number of salaries quoted 301 250 378
Newbury median annual salary £42,500 £45,000 £47,500
Median salary % change year-on-year -5.56% -5.26% +18.75%
10th Percentile £27,750 £27,500 £24,500
90th Percentile £70,000 £66,250 £64,125
Berkshire median annual salary £47,500 £47,500 £47,500

Python
Job Vacancy Trend in Newbury

Job postings citing Python as a percentage of all IT jobs advertised in Newbury.

Job vacancy trend for Python in Newbury

Python
Salary Trend in Newbury

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

Salary trend for Python in Newbury

Python
Salary Histogram in Newbury

The salary distribution of IT jobs citing Python in Newbury over the 6 months to 20 November 2017.

Salary histogram for Python in Newbury

For the 6 months to 20 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 Newbury region with a requirement for Python.

1 48 (72.73%) Java
2 36 (54.55%) Degree
3 32 (48.48%) JavaScript
4 28 (42.42%) Linux
5 22 (33.33%) Agile Software Development
6 21 (31.82%) Software Engineering
7 20 (30.30%) C
8 19 (28.79%) SQL
9 18 (27.27%) Finance
9 18 (27.27%) Test Automation
10 17 (25.76%) Telecoms
10 17 (25.76%) C#
11 16 (24.24%) C++
11 16 (24.24%) Marketing
11 16 (24.24%) Continuous Integration
12 15 (22.73%) HTML
12 15 (22.73%) CSS
13 14 (21.21%) Windows
13 14 (21.21%) Ruby
13 14 (21.21%) Amazon AWS
14 13 (19.70%) Ajax
14 13 (19.70%) TDD
14 13 (19.70%) XML
15 12 (18.18%) Web Services
15 12 (18.18%) Scala
15 12 (18.18%) Jenkins
16 11 (16.67%) Elasticsearch
16 11 (16.67%) Node.js
16 11 (16.67%) Perl
16 11 (16.67%) Mathematics

Python
Co-occurring IT Skills in Newbury 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 11 (16.67%) Elasticsearch
2 8 (12.12%) OpenStack
2 8 (12.12%) SAS
3 2 (3.03%) Apache Solr
4 1 (1.52%) Apache Pig
4 1 (1.52%) Apache Spark
Applications
1 7 (10.61%) Microsoft Excel
1 7 (10.61%) Spreadsheet
2 1 (1.52%) SPSS
Cloud Services
1 14 (21.21%) Amazon AWS
2 9 (13.64%) Cloud Computing
3 4 (6.06%) Microsoft Azure
4 1 (1.52%) IaaS
4 1 (1.52%) PaaS
Communications & Networking
1 6 (9.09%) LAN
1 6 (9.09%) WAN
Database & Business Intelligence
1 10 (15.15%) Apache Cassandra
1 10 (15.15%) PostgreSQL
2 7 (10.61%) HBase
2 7 (10.61%) MySQL
3 6 (9.09%) Big Data
4 2 (3.03%) Apache Hive
4 2 (3.03%) Hadoop
4 2 (3.03%) MongoDB
4 2 (3.03%) NoSQL
5 1 (1.52%) Flink
5 1 (1.52%) Impala
5 1 (1.52%) SQL Server
Development Applications
1 12 (18.18%) Jenkins
2 9 (13.64%) Eclipse
2 9 (13.64%) Git (software)
2 9 (13.64%) gulp
2 9 (13.64%) JIRA
2 9 (13.64%) Subversion
3 8 (12.12%) Ant
3 8 (12.12%) Maven
4 7 (10.61%) Selenium
5 3 (4.55%) JMeter
5 3 (4.55%) WebDriver
6 1 (1.52%) JUnit
6 1 (1.52%) Vagrant
General
1 18 (27.27%) Finance
2 17 (25.76%) Telecoms
3 16 (24.24%) Marketing
4 9 (13.64%) Electronics
4 9 (13.64%) Manufacturing
5 7 (10.61%) Retail
Job Titles
1 40 (60.61%) Developer
2 21 (31.82%) Software Developer
3 11 (16.67%) Graduate
3 11 (16.67%) Graduate Developer
4 10 (15.15%) Graduate Software Developer
5 9 (13.64%) Analyst
5 9 (13.64%) Android Developer
5 9 (13.64%) Android Engineer
5 9 (13.64%) iOS Android Developer
5 9 (13.64%) iOS Developer
5 9 (13.64%) JavaScript Developer
5 9 (13.64%) JavaScript Engineer
5 9 (13.64%) Mobile Developer
5 9 (13.64%) Mobile Engineer
5 9 (13.64%) Python Developer
6 8 (12.12%) Data Analyst
7 7 (10.61%) SQL Analyst
7 7 (10.61%) SQL Data Analyst
8 5 (7.58%) Java Developer
9 4 (6.06%) Senior Developer
Libraries, Frameworks & Software Standards
1 15 (22.73%) CSS
1 15 (22.73%) HTML
2 13 (19.70%) Ajax
2 13 (19.70%) XML
3 12 (18.18%) Web Services
4 11 (16.67%) Node.js
5 10 (15.15%) AngularJS
6 9 (13.64%) CSS3
6 9 (13.64%) HTML5
6 9 (13.64%) JSON
6 9 (13.64%) React
6 9 (13.64%) REST
6 9 (13.64%) XML Schema
6 9 (13.64%) XSLT
7 7 (10.61%) Django
8 6 (9.09%) RabbitMQ
9 1 (1.52%) Kafka
9 1 (1.52%) Laravel
9 1 (1.52%) Nightwatchjs
9 1 (1.52%) Sinatra
Miscellaneous
1 10 (15.15%) Analytical Skills
2 8 (12.12%) Computer Science
3 3 (4.55%) Algorithms
3 3 (4.55%) Renewable Energy
4 1 (1.52%) PKI
Operating Systems
1 28 (42.42%) Linux
2 14 (21.21%) Windows
3 10 (15.15%) Android
3 10 (15.15%) Apple iOS
4 9 (13.64%) Windows Mobile
5 7 (10.61%) CentOS
6 2 (3.03%) Windows Server
7 1 (1.52%) Debian
7 1 (1.52%) Ubuntu
7 1 (1.52%) Unix
7 1 (1.52%) Windows 10
7 1 (1.52%) Windows 7
7 1 (1.52%) Windows Server 2008
Processes & Methodologies
1 22 (33.33%) Agile Software Development
2 21 (31.82%) Software Engineering
3 18 (27.27%) Test Automation
4 16 (24.24%) Continuous Integration
5 13 (19.70%) TDD
6 11 (16.67%) Mathematics
7 9 (13.64%) BDD
7 9 (13.64%) Business Intelligence
7 9 (13.64%) Cross-Platform Development
7 9 (13.64%) Digital Marketing
7 9 (13.64%) Machine Learning
7 9 (13.64%) Mobile Development
7 9 (13.64%) Programme Management
7 9 (13.64%) Web Development
7 9 (13.64%) Workflow
8 8 (12.12%) API Design
8 8 (12.12%) DevOps
8 8 (12.12%) Statistical Analysis
8 8 (12.12%) Statistics
9 5 (7.58%) OOP
Programming Languages
1 48 (72.73%) Java
2 32 (48.48%) JavaScript
3 20 (30.30%) C
4 19 (28.79%) SQL
5 17 (25.76%) C#
6 16 (24.24%) C++
7 14 (21.21%) Ruby
8 12 (18.18%) Scala
9 11 (16.67%) Perl
10 3 (4.55%) MATLAB
11 2 (3.03%) Go
12 1 (1.52%) Embedded C
12 1 (1.52%) Embedded C++
12 1 (1.52%) F#
12 1 (1.52%) PHP
12 1 (1.52%) PowerShell
12 1 (1.52%) VBScript
Qualifications
1 36 (54.55%) Degree
2 9 (13.64%) Computer Science Degree
3 1 (1.52%) Numerate Degree
3 1 (1.52%) SC Cleared
3 1 (1.52%) Security Cleared
Quality Assurance & Compliance
1 4 (6.06%) QA
2 1 (1.52%) SLA
System Software
1 8 (12.12%) Docker
2 1 (1.52%) Apache Flume
2 1 (1.52%) LXC
2 1 (1.52%) Virtual Machines
2 1 (1.52%) VMware Infrastructure
Systems Management
1 5 (7.58%) Ansible
1 5 (7.58%) cPanel
1 5 (7.58%) Kubernetes
1 5 (7.58%) Nagios
2 4 (6.06%) Opscode Chef
2 4 (6.06%) Puppet
3 1 (1.52%) Docker Swarm
3 1 (1.52%) Hadoop YARN
3 1 (1.52%) Oozie
3 1 (1.52%) Salt
Vendors
1 9 (13.64%) SAP
2 6 (9.09%) Cisco
2 6 (9.09%) Juniper
3 3 (4.55%) Google
4 1 (1.52%) Cloudera
4 1 (1.52%) Hortonworks
4 1 (1.52%) MapR
4 1 (1.52%) Microsoft
4 1 (1.52%) Red Hat
4 1 (1.52%) SaltStack
4 1 (1.52%) VMware