Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Middlesex 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 November 2017 with a comparison to the same period in the previous 2 years.

Python
South East > Middlesex
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 17 14 42
Rank change year-on-year -3 +28 +23
Permanent jobs citing Python 12 27 14
As % of all permanent IT jobs advertised in Middlesex 6.98% 10.98% 2.64%
As % of the Programming Languages category 22.64% 28.72% 8.64%
Number of salaries quoted 11 18 14
Middlesex median annual salary £65,000 £20,000 £42,500
Median salary % change year-on-year +225.00% -52.94% -15.00%
10th Percentile £45,000 £19,500 £37,500
90th Percentile £77,500 £52,500 £57,625
South East median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% +5.88%

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 Middlesex with a requirement for coding skills.

All Programming Languages
Middlesex
Permanent vacancies with a requirement for coding skills 53 94 162
As % of all permanent IT jobs advertised in Middlesex 30.81% 38.21% 30.51%
Number of salaries quoted 39 82 140
Middlesex median annual salary £50,000 £41,250 £46,250
Median salary % change year-on-year +21.21% -10.81% +8.82%
10th Percentile £31,250 £19,500 £33,750
90th Percentile £70,700 £61,125 £71,250
South East median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

Python
Job Vacancy Trend in Middlesex

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

Job vacancy trend for Python in Middlesex

Python
Salary Trend in Middlesex

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

Salary trend for Python in Middlesex

Python
Salary Histogram in Middlesex

The salary distribution of IT jobs citing Python in Middlesex over the 6 months to 19 November 2017.

Salary histogram for Python in Middlesex

For the 6 months to 19 November 2017, IT jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Middlesex region with a requirement for Python.

1 7 (58.33%) Perl
1 7 (58.33%) Bash Shell
2 6 (50.00%) Puppet
2 6 (50.00%) High Availability
2 6 (50.00%) Linux
2 6 (50.00%) Configuration Management
2 6 (50.00%) Ansible
2 6 (50.00%) DevOps
2 6 (50.00%) Auto-Scaling
3 4 (33.33%) Digital Transformation Programme
3 4 (33.33%) Hybrid Cloud
3 4 (33.33%) R
3 4 (33.33%) Analytics
3 4 (33.33%) DNS
3 4 (33.33%) NFS
3 4 (33.33%) Sendmail
3 4 (33.33%) Ruby
4 3 (25.00%) QlikView
4 3 (25.00%) Agile Software Development
4 3 (25.00%) SaaS
4 3 (25.00%) PaaS
4 3 (25.00%) Tomcat
4 3 (25.00%) PHP
4 3 (25.00%) SQL
4 3 (25.00%) J2EE
4 3 (25.00%) Java
4 3 (25.00%) Business Intelligence
4 3 (25.00%) Microsoft
4 3 (25.00%) IaaS
4 3 (25.00%) Tableau

Python
Co-occurring IT Skills in Middlesex 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 3 (25.00%) Tomcat
2 2 (16.67%) Apache
3 1 (8.33%) Apache Spark
3 1 (8.33%) SAS
Cloud Services
1 3 (25.00%) IaaS
1 3 (25.00%) PaaS
1 3 (25.00%) SaaS
2 2 (16.67%) Amazon AWS
2 2 (16.67%) Amazon EC2
2 2 (16.67%) Amazon ElastiCache
2 2 (16.67%) Amazon ELB
2 2 (16.67%) Amazon S3
2 2 (16.67%) AWS CloudFormation
2 2 (16.67%) CloudFront
2 2 (16.67%) Datadog
2 2 (16.67%) Route 53
Communications & Networking
1 4 (33.33%) DNS
2 2 (16.67%) TCP/IP
Database & Business Intelligence
1 3 (25.00%) Power BI
1 3 (25.00%) Qlik Sense
1 3 (25.00%) QlikView
2 2 (16.67%) Amazon RDS
3 1 (8.33%) Apache Cassandra
3 1 (8.33%) Apache Hive
3 1 (8.33%) Data Lake
3 1 (8.33%) Data Warehouse
3 1 (8.33%) Hadoop
3 1 (8.33%) HBase
3 1 (8.33%) mvBase
3 1 (8.33%) UniData
Development Applications
1 2 (16.67%) Bitbucket
1 2 (16.67%) Git (software)
1 2 (16.67%) Jenkins
1 2 (16.67%) JIRA
General
1 1 (8.33%) Finance
Job Titles
1 5 (41.67%) Linux/Unix DevOps
2 4 (33.33%) Developer
2 4 (33.33%) DevOps Engineer
2 4 (33.33%) Linux Engineer
2 4 (33.33%) Linux Systems Engineer
2 4 (33.33%) Senior DevOps
2 4 (33.33%) Senior DevOps Engineer
2 4 (33.33%) Systems Engineer
3 3 (25.00%) DevOps Systems Engineer
3 3 (25.00%) Lead Developer
3 3 (25.00%) Linux DevOps Engineer
3 3 (25.00%) Ruby Engineer
3 3 (25.00%) Senior Linux Engineer
3 3 (25.00%) Senior Linux Systems Engineer
3 3 (25.00%) Senior Systems Engineer
4 2 (16.67%) AWS DevOps
4 2 (16.67%) AWS Specialist
4 2 (16.67%) DevOps Specialist
4 2 (16.67%) Linux Specialist
5 1 (8.33%) Linux Administrator
Libraries, Frameworks & Software Standards
1 3 (25.00%) J2EE
2 2 (16.67%) Web Services
3 1 (8.33%) HTML
3 1 (8.33%) Natural Language Processing
Miscellaneous
1 4 (33.33%) Hybrid Cloud
Operating Systems
1 6 (50.00%) Linux
Processes & Methodologies
1 6 (50.00%) Auto-Scaling
1 6 (50.00%) Configuration Management
1 6 (50.00%) DevOps
1 6 (50.00%) High Availability
2 4 (33.33%) Analytics
2 4 (33.33%) Digital Transformation Programme
3 3 (25.00%) Agile Software Development
3 3 (25.00%) Business Intelligence
3 3 (25.00%) Dashboard Development
3 3 (25.00%) Data Analytics
4 2 (16.67%) Continuous Integration
4 2 (16.67%) Data Modelling
4 2 (16.67%) ITIL
4 2 (16.67%) Mentoring
4 2 (16.67%) Presales
4 2 (16.67%) Problem Management
5 1 (8.33%) Deep Learning
5 1 (8.33%) People Management
5 1 (8.33%) Statistical Modelling
5 1 (8.33%) Translating Business Requirements
Programming Languages
1 7 (58.33%) Bash Shell
1 7 (58.33%) Perl
2 4 (33.33%) R
2 4 (33.33%) Ruby
3 3 (25.00%) Java
3 3 (25.00%) PHP
3 3 (25.00%) SQL
4 1 (8.33%) C#
4 1 (8.33%) JavaScript
4 1 (8.33%) MATLAB
Qualifications
1 2 (16.67%) Degree
1 2 (16.67%) RHCE
Quality Assurance & Compliance
1 1 (8.33%) Data Quality
System Software
1 4 (33.33%) NFS
1 4 (33.33%) Sendmail
2 2 (16.67%) Docker
Systems Management
1 6 (50.00%) Ansible
1 6 (50.00%) Puppet
2 2 (16.67%) Terraform
Vendors
1 3 (25.00%) Microsoft
1 3 (25.00%) Tableau
2 1 (8.33%) jBASE