Period
to 19 November 2017

The following table provides summary statistics for contract job vacancies advertised in Welwyn Garden City 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 19 November 2017 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
Hertfordshire > Welwyn Garden City
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 14 18 11
Rank change year-on-year +4 -7 +5
Contract jobs citing Python 8 6 12
As % of all contract IT jobs advertised in Welwyn Garden City 6.15% 3.85% 9.60%
As % of the Programming Languages category 21.62% 12.50% 20.34%
Number of daily rates quoted 1 3 7
Welwyn Garden City median daily rate £300 £325 £400
Median daily rate % change year-on-year -7.69% -18.75% +14.29%
Hertfordshire median daily rate £456 £438 £375
% change year-on-year +4.29% +16.67% +12.78%
Number of hourly rates quoted 0 0 0
Welwyn Garden City median hourly rate - - -
Hertfordshire median hourly rate £42.50 - £32.50

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 Welwyn Garden City with a requirement for coding skills.

All Programming Languages
Welwyn Garden City
Contract vacancies with a requirement for coding skills 37 48 59
As % of all contract IT jobs advertised in Welwyn Garden City 28.46% 30.77% 47.20%
Number of daily rates quoted 22 32 32
Welwyn Garden City median daily rate £363 £308 £325
Median daily rate % change year-on-year +17.89% -5.38% -4.41%
10th Percentile £213 £189 £278
90th Percentile £538 £690 £565
Hertfordshire median daily rate £425 £385 £375
% change year-on-year +10.39% +2.67% +7.14%
Number of hourly rates quoted 0 0 0
Welwyn Garden City median hourly rate - - -
Hertfordshire median hourly rate £17.15 £49.75 £33.25
% change year-on-year -65.52% +49.62% +66.25%

Python
Job Vacancy Trend in Welwyn Garden City

Job postings citing Python as a percentage of all IT jobs advertised in Welwyn Garden City.

Job vacancy trend for Python in Welwyn Garden City

Python
Contractor Daily Rate Trend in Welwyn Garden City

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

Contractor daily rate trend for Python in Welwyn Garden City

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

1 5 (62.50%) Analytics
2 4 (50.00%) Tableau
2 4 (50.00%) Hadoop
2 4 (50.00%) Retail
3 3 (37.50%) SQL Server
3 3 (37.50%) Amazon AWS
3 3 (37.50%) Statistics
3 3 (37.50%) Predictive Analytics
3 3 (37.50%) Mathematics
3 3 (37.50%) Machine Learning
3 3 (37.50%) Big Data
3 3 (37.50%) Predictive Modelling
3 3 (37.50%) R
3 3 (37.50%) Amazon Redshift
3 3 (37.50%) Apache Spark
3 3 (37.50%) Security Operations
3 3 (37.50%) Security Operations Centre
3 3 (37.50%) Mathematical Modelling
3 3 (37.50%) Creative Thinking
4 2 (25.00%) CSIRT
4 2 (25.00%) Threat Intelligence
4 2 (25.00%) Computer Science Degree
4 2 (25.00%) Vulnerability Management
4 2 (25.00%) NetWitness
4 2 (25.00%) Case Management
4 2 (25.00%) Analytical Skills
4 2 (25.00%) Splunk
4 2 (25.00%) ArcSight
4 2 (25.00%) Computer Science
4 2 (25.00%) Degree

Python
Co-occurring IT Skills in Welwyn Garden City 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 (37.50%) Apache Spark
Applications
1 1 (12.50%) Microsoft Excel
Cloud Services
1 3 (37.50%) Amazon AWS
Communications & Networking
1 2 (25.00%) ICMP
2 1 (12.50%) Firewall
2 1 (12.50%) HTTP
2 1 (12.50%) Internet
2 1 (12.50%) Network Security
2 1 (12.50%) SSL
Database & Business Intelligence
1 4 (50.00%) Hadoop
2 3 (37.50%) Amazon Redshift
2 3 (37.50%) Big Data
2 3 (37.50%) SQL Server
General
1 4 (50.00%) Retail
Job Titles
1 4 (50.00%) Analyst
2 3 (37.50%) Data Scientist
3 2 (25.00%) Data Analyst
3 2 (25.00%) Security Analyst
4 1 (12.50%) Operations Analyst
4 1 (12.50%) Security Engineer
4 1 (12.50%) Security Operations Analyst
Libraries, Frameworks & Software Standards
1 1 (12.50%) CSS
1 1 (12.50%) HTML
1 1 (12.50%) Regular Expression
Miscellaneous
1 3 (37.50%) Security Operations Centre
2 2 (25.00%) Analytical Skills
2 2 (25.00%) Computer Science
2 2 (25.00%) Management Information System
Operating Systems
1 1 (12.50%) Linux
1 1 (12.50%) Unix
1 1 (12.50%) Windows
1 1 (12.50%) Windows Server
Processes & Methodologies
1 5 (62.50%) Analytics
2 3 (37.50%) Creative Thinking
2 3 (37.50%) Machine Learning
2 3 (37.50%) Mathematical Modelling
2 3 (37.50%) Mathematics
2 3 (37.50%) Predictive Analytics
2 3 (37.50%) Predictive Modelling
2 3 (37.50%) Security Operations
2 3 (37.50%) Statistics
3 2 (25.00%) Case Management
3 2 (25.00%) Computer Forensics
3 2 (25.00%) Data Extraction
3 2 (25.00%) Information Security
3 2 (25.00%) Threat Intelligence
3 2 (25.00%) Vulnerability Management
4 1 (12.50%) Change Management
4 1 (12.50%) Computer Architecture
4 1 (12.50%) Cybersecurity
4 1 (12.50%) Data Modelling
4 1 (12.50%) Migration
Programming Languages
1 3 (37.50%) R
2 2 (25.00%) SQL
3 1 (12.50%) JavaScript
3 1 (12.50%) Perl
3 1 (12.50%) Shell Script
3 1 (12.50%) VBA
Qualifications
1 2 (25.00%) Computer Science Degree
1 2 (25.00%) Degree
1 2 (25.00%) GCIA
1 2 (25.00%) GCIH
Quality Assurance & Compliance
1 1 (12.50%) QA
System Software
1 1 (12.50%) Virtual Desktop
Systems Management
1 2 (25.00%) CSIRT
2 1 (12.50%) Symantec Endpoint Protection
Vendors
1 4 (50.00%) Tableau
2 2 (25.00%) ArcSight
2 2 (25.00%) NetWitness
2 2 (25.00%) Qualys
2 2 (25.00%) Splunk
3 1 (12.50%) EMC
3 1 (12.50%) FireEye
3 1 (12.50%) Intel
3 1 (12.50%) McAfee
3 1 (12.50%) MicroStrategy
3 1 (12.50%) Symantec