Period
to 25 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Nottingham 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 25 June 2018 with a comparison to the same period in the previous 2 years.

Python
Nottinghamshire > Nottingham
6 months to
25 Jun 2018
Same period 2017 Same period 2016
Rank 32 66 55
Rank change year-on-year +34 -11 +25
Permanent jobs citing Python 104 70 87
As % of all permanent IT jobs advertised in Nottingham 7.12% 3.93% 4.72%
As % of the Programming Languages category 10.97% 6.41% 8.03%
Number of salaries quoted 97 60 55
Nottingham median annual salary £55,000 £50,000 £38,000
Median salary % change year-on-year +10.00% +31.58% -8.43%
10th Percentile £28,750 £34,625 £24,200
90th Percentile £75,000 £82,500 £61,500
Nottinghamshire median annual salary £55,000 £45,000 £38,000
% change year-on-year +22.22% +18.42% -8.43%

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 Nottingham with a requirement for coding skills.

All Programming Languages
Nottingham
Permanent vacancies with a requirement for coding skills 948 1,092 1,084
As % of all permanent IT jobs advertised in Nottingham 64.89% 61.25% 58.82%
Number of salaries quoted 809 948 887
Nottingham median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £26,750 £27,500 £23,750
90th Percentile £61,500 £63,750 £56,750
Nottinghamshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% +1.27%

Python
Job Vacancy Trend in Nottingham

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

Job vacancy trend for Python in Nottingham

Python
Salary Trend in Nottingham

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

Salary trend for Python in Nottingham

Python
Salary Histogram in Nottingham

The salary distribution of IT jobs citing Python in Nottingham over the 6 months to 25 June 2018.

Salary histogram for Python in Nottingham

For the 6 months to 25 June 2018, IT 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 permanent job ads across the Nottingham region with a requirement for Python.

1 75 (72.12%) Linux
2 72 (69.23%) Java
2 72 (69.23%) DevOps
3 67 (64.42%) Ruby
4 65 (62.50%) JavaScript
5 63 (60.58%) C#
6 54 (51.92%) Windows
7 50 (48.08%) Software Engineering
7 50 (48.08%) Amazon AWS
8 48 (46.15%) Microsoft Azure
9 47 (45.19%) Puppet
10 43 (41.35%) Opscode Chef
11 41 (39.42%) Perl
12 39 (37.50%) PHP
13 38 (36.54%) Shell Script
13 38 (36.54%) Ansible
14 35 (33.65%) Agile Software Development
15 32 (30.77%) Site Reliability Engineering
16 30 (28.85%) TDD
17 28 (26.92%) PowerShell
17 28 (26.92%) Configuration Management
17 28 (26.92%) SQL
17 28 (26.92%) OO
17 28 (26.92%) NoSQL
18 25 (24.04%) Algorithms
19 23 (22.12%) Coaching
20 22 (21.15%) Data Structures
20 22 (21.15%) Bash Shell
20 22 (21.15%) BDD
20 22 (21.15%) Jenkins

Python
Co-occurring IT Skills in Nottingham 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 10 (9.62%) Apache
2 8 (7.69%) IIS
3 6 (5.77%) Apache Spark
3 6 (5.77%) CloudStack
4 5 (4.81%) Elasticsearch
5 3 (2.88%) OpenStack
6 2 (1.92%) Apache Airflow
6 2 (1.92%) CMS
7 1 (0.96%) Confluence
7 1 (0.96%) SAS
Cloud Services
1 50 (48.08%) Amazon AWS
2 48 (46.15%) Microsoft Azure
3 6 (5.77%) Google Cloud Platform
4 2 (1.92%) GitHub
4 2 (1.92%) SaaS
5 1 (0.96%) Amazon S3
5 1 (0.96%) Cloud Computing
5 1 (0.96%) PaaS
Database & Business Intelligence
1 28 (26.92%) NoSQL
2 18 (17.31%) MySQL
3 14 (13.46%) SQL Server
4 12 (11.54%) MongoDB
5 11 (10.58%) Data Warehouse
6 10 (9.62%) PostgreSQL
7 9 (8.65%) Big Data
8 7 (6.73%) Relational Database
9 6 (5.77%) Apache Cassandra
9 6 (5.77%) RDBMS
10 5 (4.81%) Oracle Database
11 2 (1.92%) Hadoop
12 1 (0.96%) Apache Hive
12 1 (0.96%) Data Mining
12 1 (0.96%) KNIME
12 1 (0.96%) Power BI
12 1 (0.96%) QlikView
12 1 (0.96%) Riak
12 1 (0.96%) SAP BW
Development Applications
1 22 (21.15%) Jenkins
2 7 (6.73%) Git (software)
3 5 (4.81%) Selenium
4 4 (3.85%) WebDriver
5 3 (2.88%) Appium
5 3 (2.88%) Calabash
5 3 (2.88%) JMeter
6 2 (1.92%) Mercurial
6 2 (1.92%) Subversion
6 2 (1.92%) TeamCity
7 1 (0.96%) Cucumber
7 1 (0.96%) Gatling
7 1 (0.96%) GitLab
7 1 (0.96%) JBehave
7 1 (0.96%) JIRA
7 1 (0.96%) JUnit
7 1 (0.96%) Maven
7 1 (0.96%) NUnit
7 1 (0.96%) SoapUI
7 1 (0.96%) SpecFlow
General
1 21 (20.19%) Finance
2 14 (13.46%) Retail
3 6 (5.77%) Automotive
4 5 (4.81%) Aerospace
5 4 (3.85%) Banking
5 4 (3.85%) Games
6 1 (0.96%) Telecoms
Job Titles
1 32 (30.77%) DevOps Engineer
2 21 (20.19%) Developer
3 16 (15.38%) Site Reliability Engineer
4 15 (14.42%) Administrator
5 13 (12.50%) Software Developer
6 12 (11.54%) DevOps Manager
7 11 (10.58%) DBA
7 11 (10.58%) Linux/Unix DevOps
7 11 (10.58%) Operations Engineer
8 10 (9.62%) Linux Engineer
9 8 (7.69%) Data Engineer
9 8 (7.69%) Linux DevOps Engineer
9 8 (7.69%) Technical Manager
10 7 (6.73%) Cloud Engineer
10 7 (6.73%) Software Engineer
11 6 (5.77%) Systems Administrator
12 5 (4.81%) Big Data Engineer
12 5 (4.81%) Linux Administrator
12 5 (4.81%) Linux Systems Administrator
13 4 (3.85%) Site Reliability Manager
Libraries, Frameworks & Software Standards
1 12 (11.54%) Web Services
2 11 (10.58%) Middleware
3 4 (3.85%) .NET
4 2 (1.92%) Apache Flex
4 2 (1.92%) CSS
4 2 (1.92%) HTML
4 2 (1.92%) REST
5 1 (0.96%) Django
5 1 (0.96%) Flask
5 1 (0.96%) Gherkin
5 1 (0.96%) JSON
5 1 (0.96%) LAMP
5 1 (0.96%) OpenGL
5 1 (0.96%) SOAP
5 1 (0.96%) XML
Miscellaneous
1 25 (24.04%) Algorithms
2 22 (21.15%) Data Structures
3 7 (6.73%) Computer Science
4 6 (5.77%) Clustering
4 6 (5.77%) Renewable Energy
4 6 (5.77%) Replication
5 5 (4.81%) Greenfield Project
5 5 (4.81%) NHS
6 3 (2.88%) Data Centre
6 3 (2.88%) Mainframe
6 3 (2.88%) Robotics
7 2 (1.92%) Client/Server
7 2 (1.92%) Fintech
7 2 (1.92%) Mobile App
7 2 (1.92%) Smartphone
8 1 (0.96%) Digital Media
8 1 (0.96%) Enterprise Software
8 1 (0.96%) Self-Motivation
Operating Systems
1 75 (72.12%) Linux
2 54 (51.92%) Windows
3 12 (11.54%) Unix
Processes & Methodologies
1 72 (69.23%) DevOps
2 50 (48.08%) Software Engineering
3 35 (33.65%) Agile Software Development
4 32 (30.77%) Site Reliability Engineering
5 30 (28.85%) TDD
6 28 (26.92%) Configuration Management
6 28 (26.92%) OO
7 23 (22.12%) Coaching
8 22 (21.15%) BDD
9 21 (20.19%) Software Testing
10 20 (19.23%) Test Automation
11 18 (17.31%) Scrum
12 12 (11.54%) Open Source
13 11 (10.58%) OOD
13 11 (10.58%) OOP
13 11 (10.58%) Performance Monitoring
13 11 (10.58%) System Testing
14 10 (9.62%) Problem-Solving
15 8 (7.69%) Continuous Integration
15 8 (7.69%) Innovative Thinking
Programming Languages
1 72 (69.23%) Java
2 67 (64.42%) Ruby
3 65 (62.50%) JavaScript
4 63 (60.58%) C#
5 41 (39.42%) Perl
6 39 (37.50%) PHP
7 38 (36.54%) Shell Script
8 28 (26.92%) PowerShell
8 28 (26.92%) SQL
9 22 (21.15%) Bash Shell
10 8 (7.69%) Go
11 7 (6.73%) C++
12 6 (5.77%) Scala
12 6 (5.77%) Smalltalk
13 2 (1.92%) T-SQL
14 1 (0.96%) Korn
14 1 (0.96%) MATLAB
14 1 (0.96%) R
Qualifications
1 7 (6.73%) Degree
Quality Assurance & Compliance
1 5 (4.81%) PMO
2 3 (2.88%) QA
System Software
1 7 (6.73%) vSphere
2 6 (5.77%) Docker
3 3 (2.88%) VMware Infrastructure
4 1 (0.96%) KVM
4 1 (0.96%) Xen
Systems Management
1 47 (45.19%) Puppet
2 43 (41.35%) Opscode Chef
3 38 (36.54%) Ansible
4 7 (6.73%) Cobbler
5 4 (3.85%) Docker Swarm
5 4 (3.85%) Kubernetes
5 4 (3.85%) Rancher
6 3 (2.88%) Icinga
6 3 (2.88%) Nagios
7 1 (0.96%) Terraform
Vendors
1 15 (14.42%) Oracle
2 9 (8.65%) VMware
3 7 (6.73%) SaltStack
4 6 (5.77%) Google
5 4 (3.85%) Microsoft
6 3 (2.88%) Automation Anywhere
7 2 (1.92%) Tableau
8 1 (0.96%) Alteryx
8 1 (0.96%) Cloudera
8 1 (0.96%) Red Hat
8 1 (0.96%) SAP