Period
to 19 April 2019

The following table provides summary statistics for permanent job vacancies advertised in South Yorkshire 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 April 2019 with a comparison to the same period in the previous 2 years.

Python
Yorkshire > South Yorkshire
6 months to
19 Apr 2019
Same period 2018 Same period 2017
Rank 39 35 27
Rank change year-on-year -4 -8 +15
Permanent jobs citing Python 66 81 125
As % of all permanent IT jobs advertised in South Yorkshire 5.51% 6.32% 9.20%
As % of the Programming Languages category 10.66% 10.74% 15.17%
Number of salaries quoted 46 64 117
South Yorkshire median annual salary £52,500 £45,000 £55,000
Median salary % change year-on-year +16.67% -18.18% +10.00%
10th Percentile £35,000 £35,000 £28,500
90th Percentile £70,000 £60,000 £63,750
Yorkshire median annual salary £50,000 £50,000 £50,001
% change year-on-year - 0.00% +11.11%

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 South Yorkshire with a requirement for coding skills.

All Programming Languages
South Yorkshire
Permanent vacancies with a requirement for coding skills 619 754 824
As % of all permanent IT jobs advertised in South Yorkshire 51.71% 58.81% 60.68%
Number of salaries quoted 491 671 725
South Yorkshire median annual salary £40,000 £40,000 £40,000
10th Percentile £26,250 £26,250 £26,750
90th Percentile £60,000 £57,500 £60,000
Yorkshire median annual salary £43,000 £42,500 £40,000
% change year-on-year +1.18% +6.25% -

Python
Job Vacancy Trend in South Yorkshire

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

Job vacancy trend for Python in South Yorkshire

Python
Salary Trend in South Yorkshire

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

Salary trend for Python in South Yorkshire

Python
Salary Histogram in South Yorkshire

The salary distribution of IT jobs citing Python in South Yorkshire over the 6 months to 19 April 2019.

Salary histogram for Python in South Yorkshire

Python
Job Locations in South Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the South Yorkshire region over the 6 months to 19 April 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Sheffield -8 56 £55,000 +22.22% 4
Doncaster +10 7 - -
Rotherham - 2 £37,500 - 1
Python
Yorkshire

For the 6 months to 19 April 2019, 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 South Yorkshire region with a requirement for Python.

1 43 (65.15%) Linux
2 37 (56.06%) Amazon AWS
3 31 (46.97%) JavaScript
4 24 (36.36%) Degree
5 23 (34.85%) TypeScript
5 23 (34.85%) Java
6 21 (31.82%) DevOps
7 20 (30.30%) Terraform
7 20 (30.30%) CircleCI
7 20 (30.30%) Decision-Making
8 19 (28.79%) Ansible
9 18 (27.27%) QA
9 18 (27.27%) Perl
9 18 (27.27%) Postgraduate
10 17 (25.76%) Unix
10 17 (25.76%) C++
10 17 (25.76%) Continuous Integration
10 17 (25.76%) Microsoft Azure
11 16 (24.24%) Puppet
11 16 (24.24%) GitLab
11 16 (24.24%) Relational Database
11 16 (24.24%) Go
11 16 (24.24%) GitHub
11 16 (24.24%) SQL
11 16 (24.24%) PostgreSQL
11 16 (24.24%) Linux Command Line
11 16 (24.24%) Consul
11 16 (24.24%) Elastic Stack
12 15 (22.73%) Agile Software Development
12 15 (22.73%) Ruby

Python
Co-occurring IT Skills in South Yorkshire 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 5 (7.58%) JBoss
1 5 (7.58%) SAS
1 5 (7.58%) Tomcat
2 3 (4.55%) Apache
3 2 (3.03%) Confluence
3 2 (3.03%) OpenStack
3 2 (3.03%) WebLogic
3 2 (3.03%) WebSphere
4 1 (1.52%) Apache Pig
Applications
1 1 (1.52%) Abaqus
1 1 (1.52%) Weka
Cloud Services
1 37 (56.06%) Amazon AWS
2 17 (25.76%) Microsoft Azure
3 16 (24.24%) GitHub
4 14 (21.21%) Amazon S3
4 14 (21.21%) CloudFront
5 13 (19.70%) Google Cloud Platform
6 6 (9.09%) IaaS
6 6 (9.09%) PaaS
6 6 (9.09%) SaaS
7 4 (6.06%) AWS Lambda
7 4 (6.06%) Cloud Computing
7 4 (6.06%) Serverless
8 2 (3.03%) Amazon EC2
8 2 (3.03%) AWS CloudFormation
9 1 (1.52%) OpenShift
Communications & Networking
1 14 (21.21%) Skype
2 3 (4.55%) HTTP
2 3 (4.55%) SAN
3 1 (1.52%) Firewall
Database & Business Intelligence
1 16 (24.24%) PostgreSQL
1 16 (24.24%) Relational Database
2 14 (21.21%) Hazelcast
3 13 (19.70%) SQL Server
4 7 (10.61%) Data Warehouse
5 6 (9.09%) MySQL
6 5 (7.58%) Oracle Database
7 4 (6.06%) BusinessObjects
7 4 (6.06%) BusinessObjects Web Intelligence
7 4 (6.06%) NoSQL
7 4 (6.06%) OLAP
7 4 (6.06%) Star Schema
8 3 (4.55%) MongoDB
9 2 (3.03%) Amazon DynamoDB
9 2 (3.03%) Big Data
10 1 (1.52%) Apache Cassandra
10 1 (1.52%) HBase
10 1 (1.52%) Impala
10 1 (1.52%) Pentaho
10 1 (1.52%) SQL Server Analysis Services
Development Applications
1 20 (30.30%) CircleCI
2 16 (24.24%) GitLab
3 15 (22.73%) Jenkins
4 14 (21.21%) IntelliJ
5 9 (13.64%) Git (software)
6 6 (9.09%) Codeship
6 6 (9.09%) TeamCity
7 4 (6.06%) Selenium
7 4 (6.06%) Subversion
7 4 (6.06%) Toad
8 3 (4.55%) LabVIEW
9 2 (3.03%) Atlassian Bamboo
9 2 (3.03%) JIRA
9 2 (3.03%) Maven
10 1 (1.52%) AppScan
General
1 14 (21.21%) Games
2 11 (16.67%) Finance
3 2 (3.03%) Military
4 1 (1.52%) Banking
4 1 (1.52%) Publishing
4 1 (1.52%) Telecoms
Job Titles
1 15 (22.73%) DevOps Engineer
2 14 (21.21%) Developer
2 14 (21.21%) Machine Learning Engineer
3 11 (16.67%) AWS Engineer
4 9 (13.64%) Linux Engineer
5 6 (9.09%) AWS DevOps
5 6 (9.09%) AWS DevOps Engineer
5 6 (9.09%) Kubernetes Engineer
5 6 (9.09%) Linux DevOps Engineer
5 6 (9.09%) Linux/Unix DevOps
6 5 (7.58%) Software Engineer
7 4 (6.06%) .NET Software Engineer
7 4 (6.06%) AWS Software Engineer
7 4 (6.06%) Business Developer
7 4 (6.06%) Business Intelligence Developer
7 4 (6.06%) C# Software Engineer
7 4 (6.06%) Front End Developer (Client-Side Developer)
7 4 (6.06%) Informatica BI Developer
7 4 (6.06%) Informatica Developer
7 4 (6.06%) React Developer
Libraries, Frameworks & Software Standards
1 16 (24.24%) Elastic Stack
2 14 (21.21%) Node.js
2 14 (21.21%) Vue.js
3 11 (16.67%) .NET
4 9 (13.64%) React
5 2 (3.03%) Hibernate
5 2 (3.03%) Java EE
5 2 (3.03%) Spring
6 1 (1.52%) CSS
6 1 (1.52%) HTML
6 1 (1.52%) jQuery
6 1 (1.52%) NumPy
Miscellaneous
1 16 (24.24%) Linux Command Line
2 15 (22.73%) Algorithms
3 10 (15.15%) Public Cloud
4 8 (12.12%) Analytical Skills
5 5 (7.58%) Data Centre
5 5 (7.58%) Self-Motivation
5 5 (7.58%) User Experience
6 3 (4.55%) Embedded Systems
6 3 (4.55%) Field-Programmable Gate Array
7 2 (3.03%) Clustering
8 1 (1.52%) Blog
8 1 (1.52%) Enterprise Software
8 1 (1.52%) Fintech
Operating Systems
1 43 (65.15%) Linux
2 17 (25.76%) Unix
3 6 (9.09%) Red Hat Enterprise Linux
3 6 (9.09%) Windows
4 5 (7.58%) SUSE
5 2 (3.03%) Debian
5 2 (3.03%) SUSE Linux Enterprise Server
5 2 (3.03%) Ubuntu
6 1 (1.52%) AIX
6 1 (1.52%) Solaris
6 1 (1.52%) Windows Server
Processes & Methodologies
1 21 (31.82%) DevOps
2 20 (30.30%) Decision-Making
3 17 (25.76%) Continuous Integration
4 15 (22.73%) Agile Software Development
4 15 (22.73%) Machine Learning
5 14 (21.21%) Anomaly Detection
5 14 (21.21%) Collaborative Working
5 14 (21.21%) Infrastructure Management
6 12 (18.18%) Configuration Management
7 10 (15.15%) Software Engineering
7 10 (15.15%) Web Development
8 9 (13.64%) Computer Science
8 9 (13.64%) Load Balancing
9 8 (12.12%) Continuous Improvement
10 7 (10.61%) ETL
10 7 (10.61%) Problem-Solving
11 6 (9.09%) Data Modelling
11 6 (9.09%) Mentoring
11 6 (9.09%) MVC
11 6 (9.09%) Performance Tuning
Programming Languages
1 31 (46.97%) JavaScript
2 23 (34.85%) Java
2 23 (34.85%) TypeScript
3 18 (27.27%) Perl
4 17 (25.76%) C++
5 16 (24.24%) Go
5 16 (24.24%) SQL
6 15 (22.73%) Bash Shell
6 15 (22.73%) Ruby
7 12 (18.18%) C#
8 9 (13.64%) ES6
9 8 (12.12%) C
10 6 (9.09%) R
11 5 (7.58%) MATLAB
11 5 (7.58%) PL/SQL
11 5 (7.58%) Shell Script
12 3 (4.55%) PHP
12 3 (4.55%) T-SQL
13 2 (3.03%) AWK
13 2 (3.03%) PowerShell
Qualifications
1 24 (36.36%) Degree
2 18 (27.27%) Postgraduate
3 14 (21.21%) PhD
4 5 (7.58%) RHCE
4 5 (7.58%) RHCSA
5 3 (4.55%) SC Cleared
5 3 (4.55%) Security Cleared
6 2 (3.03%) LPIC
7 1 (1.52%) BPSS Clearance
7 1 (1.52%) CISA
7 1 (1.52%) CISM
7 1 (1.52%) CISSP
Quality Assurance & Compliance
1 18 (27.27%) QA
2 4 (6.06%) Data Quality
3 2 (3.03%) SLA
System Software
1 15 (22.73%) Docker
2 3 (4.55%) Gluster
2 3 (4.55%) GlusterFS
3 2 (3.03%) NFS
3 2 (3.03%) VMware Infrastructure
4 1 (1.52%) Veritas Cluster Server
4 1 (1.52%) Veritas Volume Manager
4 1 (1.52%) Virtual Machines
Systems Management
1 20 (30.30%) Terraform
2 19 (28.79%) Ansible
3 16 (24.24%) Consul
3 16 (24.24%) Puppet
4 14 (21.21%) Prometheus
5 13 (19.70%) Kubernetes
6 8 (12.12%) Opscode Chef
7 6 (9.09%) CFEngine
8 5 (7.58%) Nagios
9 3 (4.55%) vRealize
10 2 (3.03%) Docker Swarm
10 2 (3.03%) Grafana
10 2 (3.03%) Juju
10 2 (3.03%) Opsview
10 2 (3.03%) Packer
10 2 (3.03%) Red Hat Satellite
10 2 (3.03%) Salt
10 2 (3.03%) yum
11 1 (1.52%) Mesos
11 1 (1.52%) NetBackup
Vendors
1 10 (15.15%) Google
2 8 (12.12%) Oracle
3 7 (10.61%) Red Hat
4 6 (9.09%) Atlassian
5 5 (7.58%) VMware
6 4 (6.06%) Alteryx
6 4 (6.06%) EMC
6 4 (6.06%) Informatica
6 4 (6.06%) Tableau
7 2 (3.03%) Microsoft
7 2 (3.03%) Perforce
8 1 (1.52%) Ab Initio
8 1 (1.52%) ANSYS
8 1 (1.52%) Hitachi
8 1 (1.52%) IBM
8 1 (1.52%) Talend
8 1 (1.52%) Veritas