Period
to 18 January 2020

The following table provides summary statistics for contract job vacancies advertised in Newbury 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 18 January 2020 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
Berkshire > Newbury
6 months to
18 Jan 2020
Same period 2019 Same period 2018
Rank 22 15 14
Rank change year-on-year -7 -1 +13
Contract jobs citing Python 21 25 33
As % of all contract IT jobs advertised in Newbury 5.75% 6.96% 8.66%
As % of the Programming Languages category 20.00% 24.75% 28.95%
Number of daily rates quoted 12 12 18
Newbury median daily rate £463 £425 £438
Median daily rate % change year-on-year +8.82% -2.86% +34.62%
10th Percentile £400 £290 £300
90th Percentile £510 £508 £525
Berkshire median daily rate £475 £450 £475
% change year-on-year +5.56% -5.26% -
Number of hourly rates quoted 1 0 3
Newbury median hourly rate £32.50 - £8.00
Berkshire median hourly rate £32.50 £45.00 £8.00
% change year-on-year -27.78% +462.50% -76.30%

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 Newbury with a requirement for coding skills.

All Programming Languages
Newbury
Contract vacancies with a requirement for coding skills 105 101 114
As % of all contract IT jobs advertised in Newbury 28.77% 28.13% 29.92%
Number of daily rates quoted 48 50 64
Newbury median daily rate £431 £389 £375
Median daily rate % change year-on-year +10.87% +3.67% +21.95%
10th Percentile £288 £307 £300
90th Percentile £525 £501 £507
Berkshire median daily rate £450 £428 £400
% change year-on-year +5.26% +6.88% -
Number of hourly rates quoted 1 0 3
Newbury median hourly rate £32.50 - £8.00
Berkshire median hourly rate £72.50 £40.00 £37.50
% change year-on-year +81.25% +6.67% +7.14%

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
Contractor Daily Rate Trend in Newbury

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

Contractor daily rate trend for Python in Newbury

Python
Contractor Daily Rate Histogram in Newbury

The daily rate distribution of IT jobs citing Python in Newbury over the 6 months to 18 January 2020.

Contractor daily rate histogram for Python in Newbury

Python
Contractor Hourly Rate Trend in Newbury

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

Contractor hourly rate trend for Python in Newbury

For the 6 months to 18 January 2020, 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 Newbury region with a requirement for Python.

1 16 (76.19%) Security Cleared
2 15 (71.43%) SC Cleared
3 14 (66.67%) REST
3 14 (66.67%) Perl
4 13 (61.90%) JavaScript
4 13 (61.90%) IBM
4 13 (61.90%) ServiceNow
4 13 (61.90%) Integration Testing
4 13 (61.90%) Analytical Skills
4 13 (61.90%) Problem-Solving
5 12 (57.14%) Amdocs OSS
5 12 (57.14%) xMatters
5 12 (57.14%) Smoke Testing
5 12 (57.14%) Unit Testing
5 12 (57.14%) Web Development
5 12 (57.14%) Remedy ITSM
5 12 (57.14%) Network Management
5 12 (57.14%) SNMP
5 12 (57.14%) BMC
5 12 (57.14%) Netcool
5 12 (57.14%) Netcool/OMNIbus
5 12 (57.14%) Shell Script
5 12 (57.14%) Java
5 12 (57.14%) PHP
5 12 (57.14%) SOAP
5 12 (57.14%) Web Services
5 12 (57.14%) Siebel
5 12 (57.14%) Remedy
5 12 (57.14%) Cramer
6 9 (42.86%) Cisco

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 1 (4.76%) OpenStack
Business Applications
1 12 (57.14%) Remedy ITSM
Cloud Services
1 2 (9.52%) AWS
2 1 (4.76%) Azure
2 1 (4.76%) Cloud Computing
2 1 (4.76%) Power Platform
Communications & Networking
1 12 (57.14%) SNMP
2 2 (9.52%) MPLS
3 1 (4.76%) 2G
3 1 (4.76%) 3G
3 1 (4.76%) 4G
3 1 (4.76%) 5G
3 1 (4.76%) BGP
3 1 (4.76%) Firewall
3 1 (4.76%) Internet
3 1 (4.76%) Junos
3 1 (4.76%) L2TP
3 1 (4.76%) OSPF
3 1 (4.76%) Radio Access Network
3 1 (4.76%) Spanning Tree
3 1 (4.76%) TCP/IP
3 1 (4.76%) VPN
3 1 (4.76%) WAN
Database & Business Intelligence
1 3 (14.29%) Big Data
2 1 (4.76%) Power BI
2 1 (4.76%) SQL Server Reporting Services
2 1 (4.76%) SQLite
Development Applications
1 3 (14.29%) Selenium
2 2 (9.52%) Git (software)
2 2 (9.52%) Jenkins
2 2 (9.52%) Subversion
3 1 (4.76%) Appium
3 1 (4.76%) Bitbucket
3 1 (4.76%) Cucumber
3 1 (4.76%) JIRA
3 1 (4.76%) TeamCity
3 1 (4.76%) WebDriver
General
1 6 (28.57%) Telecoms
2 2 (9.52%) Finance
3 1 (4.76%) Spanish Language
Job Titles
1 12 (57.14%) Architect
1 12 (57.14%) Designer
1 12 (57.14%) Solutions Architect
1 12 (57.14%) Solutions Designer
2 4 (19.05%) Analyst
3 2 (9.52%) Data Analyst
3 2 (9.52%) Data Scientist
3 2 (9.52%) Developer
4 1 (4.76%) Analyst Developer
4 1 (4.76%) DV Cleared Technical Consultant
4 1 (4.76%) Front End Developer (Client-Side Developer)
4 1 (4.76%) Insight Analyst
4 1 (4.76%) Report Developer
4 1 (4.76%) Senior Front-End Developer
4 1 (4.76%) SQL Analyst
4 1 (4.76%) SQL Data Analyst
4 1 (4.76%) Technical Design Authority
4 1 (4.76%) Test Analyst
4 1 (4.76%) Test Leader
4 1 (4.76%) WAN Engineer
Libraries, Frameworks & Software Standards
1 14 (66.67%) REST
2 12 (57.14%) SOAP
2 12 (57.14%) Web Services
3 1 (4.76%) AngularJS
3 1 (4.76%) CSS
3 1 (4.76%) HTML
3 1 (4.76%) JSON
3 1 (4.76%) Pandas
3 1 (4.76%) PyQt
3 1 (4.76%) React
Miscellaneous
1 13 (61.90%) Analytical Skills
2 1 (4.76%) Algorithms
Operating Systems
1 3 (14.29%) Linux
2 1 (4.76%) Red Hat Enterprise Linux
2 1 (4.76%) Ubuntu
2 1 (4.76%) Unix
2 1 (4.76%) Windows
Processes & Methodologies
1 13 (61.90%) Integration Testing
1 13 (61.90%) Problem-Solving
2 12 (57.14%) Network Management
2 12 (57.14%) Smoke Testing
2 12 (57.14%) Unit Testing
2 12 (57.14%) Web Development
3 3 (14.29%) Business Intelligence
4 2 (9.52%) Agile Software Development
4 2 (9.52%) Analytics
4 2 (9.52%) Data Analysis
4 2 (9.52%) Mathematics
4 2 (9.52%) Network Virtualisation
4 2 (9.52%) Test Automation
5 1 (4.76%) API Testing
5 1 (4.76%) DevOps
5 1 (4.76%) Kalman Filter
5 1 (4.76%) Network Monitoring
5 1 (4.76%) SDLC
5 1 (4.76%) System Integration Testing
5 1 (4.76%) Technical Analysis
Programming Languages
1 14 (66.67%) Perl
2 13 (61.90%) JavaScript
3 12 (57.14%) Java
3 12 (57.14%) PHP
3 12 (57.14%) Shell Script
4 3 (14.29%) SQL
5 2 (9.52%) PowerShell
5 2 (9.52%) R
6 1 (4.76%) Bash Shell
6 1 (4.76%) C++
Qualifications
1 16 (76.19%) Security Cleared
2 15 (71.43%) SC Cleared
3 1 (4.76%) BC Cleared
3 1 (4.76%) BPSS Clearance
3 1 (4.76%) Computer Science Degree
3 1 (4.76%) Degree
3 1 (4.76%) DV Cleared
3 1 (4.76%) ISEB
3 1 (4.76%) ISTQB
3 1 (4.76%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 1 (4.76%) Data Quality
1 1 (4.76%) GDPR
1 1 (4.76%) SLA
System Software
1 2 (9.52%) Docker
2 1 (4.76%) KVM
2 1 (4.76%) VMware Infrastructure
Systems Management
1 12 (57.14%) Amdocs OSS
1 12 (57.14%) Netcool
1 12 (57.14%) Netcool/OMNIbus
2 1 (4.76%) Ansible
2 1 (4.76%) Docker Swarm
2 1 (4.76%) Kubernetes
2 1 (4.76%) Opscode Chef
2 1 (4.76%) Puppet
Vendors
1 13 (61.90%) IBM
1 13 (61.90%) ServiceNow
2 12 (57.14%) BMC
2 12 (57.14%) Cramer
2 12 (57.14%) Remedy
2 12 (57.14%) Siebel
2 12 (57.14%) xMatters
3 9 (42.86%) Cisco
4 8 (38.10%) Huawei
4 8 (38.10%) Nokia
5 2 (9.52%) HP
5 2 (9.52%) Tableau
6 1 (4.76%) Dell
6 1 (4.76%) EMC
6 1 (4.76%) Juniper
6 1 (4.76%) Mirantis
6 1 (4.76%) Red Hat
6 1 (4.76%) Vertica
6 1 (4.76%) VMware