Period
to 13 November 2018

The following table provides summary statistics for contract job vacancies advertised in Warwickshire with a requirement for Python skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Python over the 6 months to 13 November 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Python
West Midlands > Warwickshire
6 months to
13 Nov 2018
Same period 2017 Same period 2016
Rank 22 56 55
Rank change year-on-year +34 -1 -1
Contract jobs citing Python 25 2 7
As % of all contract IT jobs advertised in Warwickshire 4.66% 0.32% 0.81%
As % of the Programming Languages category 18.52% 1.02% 4.09%
Number of daily rates quoted 18 0 6
Warwickshire median daily rate £500 - £238
10th Percentile £378 - £215
90th Percentile £538 - £541
West Midlands median daily rate £475 £475 £413
% change year-on-year - +15.15% -
Number of hourly rates quoted 0 1 0
Warwickshire median hourly rate - £24.98 -
West Midlands median hourly rate £35.00 £32.49 £35.00
% change year-on-year +7.73% -7.17% +36.40%

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

All Programming Languages
Warwickshire
Contract vacancies with a requirement for coding skills 135 196 171
As % of all contract IT jobs advertised in Warwickshire 25.19% 31.21% 19.68%
Number of daily rates quoted 83 109 95
Warwickshire median daily rate £450 £325 £350
Median daily rate % change year-on-year +38.46% -7.14% +7.69%
10th Percentile £265 £200 £218
90th Percentile £548 £488 £482
West Midlands median daily rate £425 £388 £375
% change year-on-year +9.68% +3.33% +7.14%
Number of hourly rates quoted 3 18 26
Warwickshire median hourly rate £29.50 £30.83 £24.00
Median hourly rate % change year-on-year -4.31% +28.46% -23.66%
10th Percentile £14.61 £21.98 £14.50
90th Percentile £30.15 £34.88 £43.00
West Midlands median hourly rate £40.00 £32.25 £27.69
% change year-on-year +24.03% +16.47% +12.08%

Python
Job Vacancy Trend in Warwickshire

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

Job vacancy trend for Python in Warwickshire

Python
Contractor Daily Rate Trend in Warwickshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Python in Warwickshire.

Contractor daily rate trend for Python in Warwickshire

Python
Contractor Daily Rate Histogram in Warwickshire

The daily rate distribution of IT jobs citing Python in Warwickshire over the 6 months to 13 November 2018.

Contractor daily rate histogram for Python in Warwickshire

Python
Contractor Hourly Rate Trend in Warwickshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Python in Warwickshire.

Contractor hourly rate trend for Python in Warwickshire

Python
Contract Job Locations in Warwickshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Python within the Warwickshire region over the 6 months to 13 November 2018. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Warwick +3 7 £458 - 3
Python
West Midlands

For the 6 months to 13 November 2018, IT contractor 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 contract job ads across the Warwickshire region with a requirement for Python.

1 15 (60.00%) Amazon AWS
2 13 (52.00%) PowerShell
3 12 (48.00%) Security Architecture
3 12 (48.00%) Linux
3 12 (48.00%) SNMP
4 11 (44.00%) Java
4 11 (44.00%) Mathematics
5 10 (40.00%) Degree
5 10 (40.00%) Cybersecurity
6 9 (36.00%) Ansible
6 9 (36.00%) OpenStack
6 9 (36.00%) Lua
6 9 (36.00%) Waterfall
6 9 (36.00%) Bash Shell
6 9 (36.00%) Metasploit
6 9 (36.00%) Microsoft Azure
6 9 (36.00%) C#
6 9 (36.00%) Agile Software Development
6 9 (36.00%) Nessus
6 9 (36.00%) Nmap
6 9 (36.00%) Penetration Testing
6 9 (36.00%) Ruby
6 9 (36.00%) Burp Suite
6 9 (36.00%) Kali Linux
7 8 (32.00%) Cyberthreat
7 8 (32.00%) Cyber Threat Intelligence
7 8 (32.00%) Remediation Plan
7 8 (32.00%) Cyber Intelligence
7 8 (32.00%) Threat Intelligence
7 8 (32.00%) 802.11

Python
Co-occurring IT Skills in Warwickshire 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 9 (36.00%) OpenStack
2 4 (16.00%) WebSphere
3 3 (12.00%) Apache Airflow
4 1 (4.00%) SAS
Applications
1 1 (4.00%) SPSS
Cloud Services
1 15 (60.00%) Amazon AWS
2 9 (36.00%) Microsoft Azure
3 3 (12.00%) Google Cloud Platform
Communications & Networking
1 12 (48.00%) SNMP
2 8 (32.00%) 802.11
2 8 (32.00%) HTTP
2 8 (32.00%) VPN
3 6 (24.00%) SAN
3 6 (24.00%) VoIP
3 6 (24.00%) Wireless
4 4 (16.00%) Firewall
4 4 (16.00%) LAN
4 4 (16.00%) MPLS
4 4 (16.00%) Network Security
4 4 (16.00%) VLAN
4 4 (16.00%) WAN
5 2 (8.00%) Bluetooth
5 2 (8.00%) Internet
5 2 (8.00%) Wi-Fi
Database & Business Intelligence
1 1 (4.00%) Oracle BI EE
1 1 (4.00%) Oracle ODI
1 1 (4.00%) RDBMS
1 1 (4.00%) Relational Database
1 1 (4.00%) SQL Server
1 1 (4.00%) SQL Server Analysis Services
1 1 (4.00%) SQL Server Integration Services
1 1 (4.00%) SQL Server Reporting Services
Development Applications
1 9 (36.00%) Burp Suite
1 9 (36.00%) Metasploit
2 3 (12.00%) Vagrant
General
1 2 (8.00%) Law
Job Titles
1 9 (36.00%) Penetration Tester
1 9 (36.00%) Tester
2 5 (20.00%) Architect
2 5 (20.00%) Developer
3 4 (16.00%) Security Architect
4 3 (12.00%) WebSphere Developer
5 2 (8.00%) Applications Developer
5 2 (8.00%) AWS Specialist
5 2 (8.00%) Data Scientist
5 2 (8.00%) Machine Learning Scientist
6 1 (4.00%) Analytics Manager
6 1 (4.00%) Data Analytics Manager
6 1 (4.00%) Data Manager
6 1 (4.00%) Solutions Architect
6 1 (4.00%) WebSphere Specialist
Libraries, Frameworks & Software Standards
1 8 (32.00%) 802.1X
2 4 (16.00%) WebSphere MQ
3 3 (12.00%) Web Services
4 2 (8.00%) Apache Cordova
4 2 (8.00%) Ionic Framework
4 2 (8.00%) PhoneGap
4 2 (8.00%) React Native
5 1 (4.00%) .NET
5 1 (4.00%) Middleware
5 1 (4.00%) Spring
Miscellaneous
1 8 (32.00%) Computer Science
1 8 (32.00%) Cyberthreat
1 8 (32.00%) SCADA
2 6 (24.00%) Mobile App
2 6 (24.00%) Wiki
3 4 (16.00%) Management Information System
4 3 (12.00%) Algorithms
5 2 (8.00%) Internet of Things
5 2 (8.00%) iPad
5 2 (8.00%) iPhone
Operating Systems
1 12 (48.00%) Linux
2 9 (36.00%) Kali Linux
3 4 (16.00%) Unix
3 4 (16.00%) Windows
4 2 (8.00%) Android
4 2 (8.00%) Apple iOS
4 2 (8.00%) VMS
Processes & Methodologies
1 12 (48.00%) Security Architecture
2 11 (44.00%) Mathematics
3 10 (40.00%) Cybersecurity
4 9 (36.00%) Agile Software Development
4 9 (36.00%) Penetration Testing
4 9 (36.00%) Waterfall
5 8 (32.00%) Cyber Intelligence
5 8 (32.00%) Cyber Threat Intelligence
5 8 (32.00%) Open Source
5 8 (32.00%) OSINT
5 8 (32.00%) Patch Management
5 8 (32.00%) Remediation Plan
5 8 (32.00%) Social Engineering
5 8 (32.00%) Software Delivery
5 8 (32.00%) Threat Intelligence
6 6 (24.00%) SDLC
6 6 (24.00%) Security Operations
6 6 (24.00%) Vulnerability Scanning
7 4 (16.00%) Information Governance
7 4 (16.00%) Security Hardening
Programming Languages
1 13 (52.00%) PowerShell
2 11 (44.00%) Java
3 9 (36.00%) Bash Shell
3 9 (36.00%) C#
3 9 (36.00%) Lua
3 9 (36.00%) Ruby
4 8 (32.00%) C
5 4 (16.00%) Perl
6 2 (8.00%) Apple Swift
6 2 (8.00%) Objective-C
7 1 (4.00%) PL/SQL
7 1 (4.00%) R
7 1 (4.00%) SQL
7 1 (4.00%) T-SQL
Qualifications
1 10 (40.00%) Degree
2 8 (32.00%) OSCE
3 6 (24.00%) SANS
4 4 (16.00%) CCNA
4 4 (16.00%) CCNP
4 4 (16.00%) Cisco Certification
4 4 (16.00%) CISSP
5 2 (8.00%) CREST Certified
5 2 (8.00%) GPEN
5 2 (8.00%) Numerate Degree
5 2 (8.00%) OSCP
5 2 (8.00%) Security Cleared
5 2 (8.00%) Tigerscheme
6 1 (4.00%) SC Cleared
Quality Assurance & Compliance
1 3 (12.00%) GDPR
System Software
1 3 (12.00%) Docker
Systems Management
1 9 (36.00%) Ansible
1 9 (36.00%) Nessus
1 9 (36.00%) Nmap
2 3 (12.00%) Kubernetes
2 3 (12.00%) Terraform
Vendors
1 5 (20.00%) Oracle
2 3 (12.00%) Google
3 2 (8.00%) Xamarin
4 1 (4.00%) IBM