Period
to 17 September 2019

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 17 September 2019 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
17 Sep 2019
Same period 2018 Same period 2017
Rank 37 28 52
Rank change year-on-year -9 +24 -1
Contract jobs citing Python 8 25 9
As % of all contract IT jobs advertised in Warwickshire 1.79% 4.30% 1.43%
As % of the Programming Languages category 8.08% 17.12% 4.74%
Number of daily rates quoted 5 18 4
Warwickshire median daily rate £475 £475 £403
Median daily rate % change year-on-year - +18.01% +69.47%
10th Percentile £400 £362 £339
90th Percentile £545 £538 £429
West Midlands median daily rate £475 £450 £460
% change year-on-year +5.56% -2.17% +11.52%
Number of hourly rates quoted 1 1 3
Warwickshire median hourly rate £42.50 £30.71 £32.50
Median hourly rate % change year-on-year +38.39% -5.51% -
10th Percentile £41.25 £30.36 £28.75
90th Percentile £43.75 £31.07 £36.25
West Midlands median hourly rate £41.25 £32.86 £55.00
% change year-on-year +25.55% -40.26% +44.74%

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 99 146 190
As % of all contract IT jobs advertised in Warwickshire 22.10% 25.09% 30.21%
Number of daily rates quoted 73 92 105
Warwickshire median daily rate £390 £403 £325
Median daily rate % change year-on-year -3.11% +23.85% -7.14%
10th Percentile £291 £214 £178
90th Percentile £488 £538 £490
West Midlands median daily rate £425 £413 £375
% change year-on-year +3.03% +10.00% -
Number of hourly rates quoted 1 7 16
Warwickshire median hourly rate £42.50 £29.50 £32.25
Median hourly rate % change year-on-year +44.07% -8.53% +43.33%
10th Percentile £41.25 £19.95 £21.63
90th Percentile £43.75 £38.14 £37.88
West Midlands median hourly rate £37.50 £29.50 £32.75
% change year-on-year +27.12% -9.92% +31.00%

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 17 September 2019.

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 17 September 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Warwick -6 4 £425 -0.58%
Stratford-upon-Avon - 2 £505 - 1
Nuneaton - 1 - - 1
Python
West Midlands

For the 6 months to 17 September 2019, 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 3 (37.50%) SQL Server
1 3 (37.50%) R
2 2 (25.00%) Security Architecture
2 2 (25.00%) PowerShell
2 2 (25.00%) Azure
2 2 (25.00%) SNMP
2 2 (25.00%) Degree
2 2 (25.00%) C
2 2 (25.00%) C#
2 2 (25.00%) Cybersecurity
2 2 (25.00%) Marketing
2 2 (25.00%) Data Analytics
2 2 (25.00%) Analytics
2 2 (25.00%) Data Science
2 2 (25.00%) Oracle
3 1 (12.50%) NetworkX
3 1 (12.50%) Systems Engineering
3 1 (12.50%) Information Governance
3 1 (12.50%) Twitter Bootstrap
3 1 (12.50%) Mobile App
3 1 (12.50%) AngularJS
3 1 (12.50%) .NET Framework
3 1 (12.50%) Campaign Analysis
3 1 (12.50%) Propensity Modelling
3 1 (12.50%) CheetahMail
3 1 (12.50%) Pandas
3 1 (12.50%) Software Delivery
3 1 (12.50%) Social Engineering
3 1 (12.50%) Security Hardening
3 1 (12.50%) Patch Management

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 1 (12.50%) OpenStack
Applications
1 1 (12.50%) Simulink
Cloud Services
1 2 (25.00%) Azure
2 1 (12.50%) AWS
2 1 (12.50%) CheetahMail
Communications & Networking
1 2 (25.00%) SNMP
2 1 (12.50%) 802.11
2 1 (12.50%) Ethernet
2 1 (12.50%) Firewall
2 1 (12.50%) HTTP
2 1 (12.50%) LAN
2 1 (12.50%) MPLS
2 1 (12.50%) Network Security
2 1 (12.50%) SAN
2 1 (12.50%) VLAN
2 1 (12.50%) VoIP
2 1 (12.50%) VPN
2 1 (12.50%) WAN
2 1 (12.50%) Wireless
Database & Business Intelligence
1 3 (37.50%) SQL Server
2 1 (12.50%) MySQL
2 1 (12.50%) Oracle Reports
Development Applications
1 1 (12.50%) Burp Suite
1 1 (12.50%) Git (software)
1 1 (12.50%) Metasploit
General
1 2 (25.00%) Marketing
2 1 (12.50%) Automotive
2 1 (12.50%) Legal
Job Titles
1 2 (25.00%) Analyst
1 2 (25.00%) Marketing Analyst
2 1 (12.50%) .NET Developer
2 1 (12.50%) Architect
2 1 (12.50%) Campaign Analyst
2 1 (12.50%) Customer Analyst
2 1 (12.50%) Data Analyst
2 1 (12.50%) Data Analytics Manager
2 1 (12.50%) Data Insight Analyst
2 1 (12.50%) Data Manager
2 1 (12.50%) Developer
2 1 (12.50%) Email Analyst
2 1 (12.50%) Insight Analyst
2 1 (12.50%) Insight Data Analyst
2 1 (12.50%) Marketing Data Analyst
2 1 (12.50%) Marketing Insight Analyst
2 1 (12.50%) Penetration Tester
2 1 (12.50%) Security Architect
2 1 (12.50%) Systems Engineer
2 1 (12.50%) Tester
Libraries, Frameworks & Software Standards
1 1 (12.50%) .NET
1 1 (12.50%) .NET Core
1 1 (12.50%) .NET Framework
1 1 (12.50%) 802.1X
1 1 (12.50%) AngularJS
1 1 (12.50%) ASP.NET
1 1 (12.50%) HTML
1 1 (12.50%) NetworkX
1 1 (12.50%) NumPy
1 1 (12.50%) Pandas
1 1 (12.50%) Qt
1 1 (12.50%) SciPy
1 1 (12.50%) Twitter Bootstrap
Miscellaneous
1 1 (12.50%) Cyberthreat
1 1 (12.50%) Management Information System
1 1 (12.50%) Mobile App
1 1 (12.50%) SCADA
1 1 (12.50%) Wiki
Operating Systems
1 1 (12.50%) Kali Linux
1 1 (12.50%) Linux
1 1 (12.50%) Unix
1 1 (12.50%) Windows
Processes & Methodologies
1 2 (25.00%) Analytics
1 2 (25.00%) Cybersecurity
1 2 (25.00%) Data Analytics
1 2 (25.00%) Data Science
1 2 (25.00%) Security Architecture
2 1 (12.50%) Campaign Analysis
2 1 (12.50%) Cyber Intelligence
2 1 (12.50%) Cyber Threat Intelligence
2 1 (12.50%) Data Loss Prevention
2 1 (12.50%) Front End Development
2 1 (12.50%) OSINT
2 1 (12.50%) Patch Management
2 1 (12.50%) Remediation Plan
2 1 (12.50%) Security Hardening
2 1 (12.50%) Security Operations
2 1 (12.50%) Social Engineering
2 1 (12.50%) Systems Engineering
2 1 (12.50%) Threat Intelligence
2 1 (12.50%) Translating Business Requirements
2 1 (12.50%) Vulnerability Scanning
Programming Languages
1 3 (37.50%) R
2 2 (25.00%) C
2 2 (25.00%) C#
2 2 (25.00%) PowerShell
3 1 (12.50%) Bash Shell
3 1 (12.50%) C++
3 1 (12.50%) Java
3 1 (12.50%) JavaScript
3 1 (12.50%) Lua
3 1 (12.50%) Perl
3 1 (12.50%) Ruby
3 1 (12.50%) SQL
3 1 (12.50%) VBA
Qualifications
1 2 (25.00%) Degree
2 1 (12.50%) CCNA
2 1 (12.50%) CCNP
2 1 (12.50%) Cisco Certification
2 1 (12.50%) CISSP
2 1 (12.50%) OSCE
2 1 (12.50%) SANS
Quality Assurance & Compliance
1 1 (12.50%) GDPR
1 1 (12.50%) MISRA
Systems Management
1 1 (12.50%) Nessus
1 1 (12.50%) Nmap
Vendors
1 2 (25.00%) Oracle
2 1 (12.50%) Borland
2 1 (12.50%) Microsoft