Period
to 10 August 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 10 August 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
10 Aug 2020
Same period 2019 Same period 2018
Rank 13 17 10
Rank change year-on-year +4 -7 +17
Contract jobs citing Python 13 32 33
As % of all contract jobs advertised in Newbury 7.98% 7.53% 8.92%
As % of the Programming Languages category 32.50% 23.88% 26.40%
Number of daily rates quoted 8 12 8
Median daily rate £488 £450 £406
Median daily rate % change year-on-year +8.33% +10.77% +1.56%
10th Percentile £283 £316 £400
90th Percentile £558 £500 £513
Berkshire median daily rate £475 £475 £411
% change year-on-year - +15.50% -8.61%
Number of hourly rates quoted 0 0 9
Median hourly rate - - £8.00
Berkshire median hourly rate £47.50 £47.50 £8.00
% change year-on-year - +493.75% -80.72%

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 40 134 125
As % of all contract IT jobs advertised in Newbury 24.54% 31.53% 33.78%
Number of daily rates quoted 25 66 66
Median daily rate £450 £450 £390
Median daily rate % change year-on-year - +15.38% +11.43%
10th Percentile £325 £316 £306
90th Percentile £565 £638 £503
Berkshire median daily rate £475 £450 £400
% change year-on-year +5.56% +12.50% -
Number of hourly rates quoted 0 0 9
Median hourly rate - - £8.00
Median hourly rate £48.50 £47.50 £30.00
% change year-on-year +2.11% +58.33% +66.67%

Python
Job Vacancy Trend in Newbury

Job postings citing Python as a proportion of all IT jobs advertised in Newbury.

Job vacancy trend for Python in Newbury

Python
Contractor Daily Rate Trend in Newbury

3-month moving average daily rate quoted in jobs citing Python in Newbury.

Daily rate trend for Python in Newbury

Python
Daily Rate Histogram in Newbury

Daily rate distribution for jobs citing Python in Newbury over the 6 months to 10 August 2020.

Daily rate histogram for Python in Newbury

Python
Contractor Hourly Rate Trend in Newbury

3-month moving average hourly rates quoted in jobs citing Python in Newbury.

Hourly rate trend for Python in Newbury

For the 6 months to 10 August 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 12 (92.31%) Java
2 10 (76.92%) BMC
2 10 (76.92%) Analytical Skills
3 8 (61.54%) SC Cleared
3 8 (61.54%) Security Cleared
3 8 (61.54%) REST
3 8 (61.54%) Shell Script
3 8 (61.54%) JavaScript
3 8 (61.54%) Perl
3 8 (61.54%) SOAP
3 8 (61.54%) Web Services
4 7 (53.85%) PHP
4 7 (53.85%) Siebel
4 7 (53.85%) Remedy
4 7 (53.85%) Netcool
4 7 (53.85%) Netcool/OMNIbus
4 7 (53.85%) SNMP
4 7 (53.85%) IBM
4 7 (53.85%) Cramer
4 7 (53.85%) Web Development
4 7 (53.85%) Remedy ITSM
4 7 (53.85%) Unit Testing
4 7 (53.85%) Integration Testing
4 7 (53.85%) Network Management
4 7 (53.85%) ServiceNow
4 7 (53.85%) Amdocs OSS
4 7 (53.85%) xMatters
4 7 (53.85%) Smoke Testing
4 7 (53.85%) Problem-Solving
5 5 (38.46%) Microsoft

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 (7.69%) Documentum
Business Applications
1 7 (53.85%) Remedy ITSM
2 3 (23.08%) Oracle Procure-to-Pay
Cloud Services
1 1 (7.69%) Apigee
1 1 (7.69%) AWS Lambda
1 1 (7.69%) IaaS
1 1 (7.69%) PaaS
1 1 (7.69%) SaaS
1 1 (7.69%) Serverless
Communications & Networking
1 7 (53.85%) SNMP
2 1 (7.69%) DNS
2 1 (7.69%) VPN
Database & Business Intelligence
1 4 (30.77%) Data Mining
2 3 (23.08%) Big Data
3 1 (7.69%) Apache Cassandra
3 1 (7.69%) MongoDB
3 1 (7.69%) NoSQL
3 1 (7.69%) PostgreSQL
3 1 (7.69%) SQL Server
Development Applications
1 1 (7.69%) Git (software)
1 1 (7.69%) Subversion
General
1 3 (23.08%) Telecoms
2 1 (7.69%) Manufacturing
Job Titles
1 7 (53.85%) Architect
1 7 (53.85%) Solutions Architect
2 4 (30.77%) Consultant
2 4 (30.77%) Designer
2 4 (30.77%) Solutions Designer
3 1 (7.69%) 3rd Line Engineer
3 1 (7.69%) 3rd Line Support
3 1 (7.69%) 3rd Line Support Engineer
3 1 (7.69%) Business Consultant
3 1 (7.69%) Data Consultant
3 1 (7.69%) Data Engineer
3 1 (7.69%) Data Mining Consultant
3 1 (7.69%) Data Scientist
3 1 (7.69%) Platform Architect
3 1 (7.69%) Process Consultant
3 1 (7.69%) Support Engineer
3 1 (7.69%) Telecoms Consultant
Libraries, Frameworks & Software Standards
1 8 (61.54%) REST
1 8 (61.54%) SOAP
1 8 (61.54%) Web Services
2 1 (7.69%) HTML
2 1 (7.69%) HTML5
2 1 (7.69%) Java SE
2 1 (7.69%) JSON
2 1 (7.69%) LDAP
2 1 (7.69%) OAuth
2 1 (7.69%) OpenID
2 1 (7.69%) SAML
2 1 (7.69%) XML
Miscellaneous
1 10 (76.92%) Analytical Skills
2 2 (15.38%) Robotics
3 1 (7.69%) Cloud Native
3 1 (7.69%) Industry 4.0
3 1 (7.69%) Private Cloud
Operating Systems
1 1 (7.69%) Linux
1 1 (7.69%) Unix
1 1 (7.69%) Windows
1 1 (7.69%) Windows Server
Processes & Methodologies
1 7 (53.85%) Integration Testing
1 7 (53.85%) Network Management
1 7 (53.85%) Problem-Solving
1 7 (53.85%) Smoke Testing
1 7 (53.85%) Unit Testing
1 7 (53.85%) Web Development
2 4 (30.77%) Business Intelligence
2 4 (30.77%) Data Analysis
2 4 (30.77%) ERP
2 4 (30.77%) ETL
3 3 (23.08%) Analytics
3 3 (23.08%) BPR
3 3 (23.08%) Data Extraction
3 3 (23.08%) Data Science
3 3 (23.08%) ITSM
3 3 (23.08%) Order to Cash
3 3 (23.08%) Procure-to-Pay
3 3 (23.08%) Thought Leadership
4 2 (15.38%) Requirements Gathering
4 2 (15.38%) Robotic Process Automation
Programming Languages
1 12 (92.31%) Java
2 8 (61.54%) JavaScript
2 8 (61.54%) Perl
2 8 (61.54%) Shell Script
3 7 (53.85%) PHP
4 5 (38.46%) SQL
5 4 (30.77%) R
6 1 (7.69%) Bash Shell
6 1 (7.69%) PowerShell
Qualifications
1 8 (61.54%) SC Cleared
1 8 (61.54%) Security Cleared
System Software
1 1 (7.69%) Active Directory
1 1 (7.69%) Docker
1 1 (7.69%) VMware Infrastructure
Systems Management
1 7 (53.85%) Amdocs OSS
1 7 (53.85%) Netcool
1 7 (53.85%) Netcool/OMNIbus
2 1 (7.69%) Ansible
2 1 (7.69%) Istio
2 1 (7.69%) Kubernetes
2 1 (7.69%) Puppet
2 1 (7.69%) ZABBIX
Vendors
1 10 (76.92%) BMC
2 7 (53.85%) Cramer
2 7 (53.85%) IBM
2 7 (53.85%) Remedy
2 7 (53.85%) ServiceNow
2 7 (53.85%) Siebel
2 7 (53.85%) xMatters
3 5 (38.46%) Microsoft
4 4 (30.77%) Cisco
4 4 (30.77%) Huawei
4 4 (30.77%) Nokia
4 4 (30.77%) Oracle
5 3 (23.08%) SAP
6 1 (7.69%) Google
6 1 (7.69%) NetApp
6 1 (7.69%) Red Hat
6 1 (7.69%) VMware