Period
to 24 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Welwyn Garden City 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 24 January 2018 with a comparison to the same period in the previous 2 years.

Python
Hertfordshire > Welwyn Garden City
6 months to
24 Jan 2018
Same period 2017 Same period 2016
Rank 9 23 31
Rank change year-on-year +14 +8 +7
Permanent jobs citing Python 43 15 5
As % of all permanent IT jobs advertised in Welwyn Garden City 15.69% 6.85% 2.51%
As % of the Programming Languages category 30.71% 10.95% 5.05%
Number of salaries quoted 18 13 3
Welwyn Garden City median annual salary £58,750 £65,000 £57,500
Median salary % change year-on-year -9.62% +13.04% -
10th Percentile £33,550 £49,000 £56,250
90th Percentile £71,250 £75,000 £62,750
Hertfordshire median annual salary £57,500 £52,500 £50,000
% change year-on-year +9.52% +5.00% -

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 Welwyn Garden City with a requirement for coding skills.

All Programming Languages
Welwyn Garden City
Permanent vacancies with a requirement for coding skills 140 137 99
As % of all permanent IT jobs advertised in Welwyn Garden City 51.09% 62.56% 49.75%
Number of salaries quoted 82 112 83
Welwyn Garden City median annual salary £46,250 £45,000 £57,500
Median salary % change year-on-year +2.78% -21.74% +36.90%
10th Percentile £32,000 £25,500 £29,250
90th Percentile £65,000 £73,500 £100,000
Hertfordshire median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

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
Salary Trend in Welwyn Garden City

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

Salary trend for Python in Welwyn Garden City

Python
Salary Histogram in Welwyn Garden City

The salary distribution of IT jobs citing Python in Welwyn Garden City over the 6 months to 24 January 2018.

Salary histogram for Python in Welwyn Garden City

For the 6 months to 24 January 2018, IT 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 permanent job ads across the Welwyn Garden City region with a requirement for Python.

1 28 (65.12%) DNS
2 26 (60.47%) Linux
3 23 (53.49%) TCP/IP
4 21 (48.84%) Public Cloud
5 20 (46.51%) DevOps
5 20 (46.51%) HTML
6 19 (44.19%) DHCP
7 18 (41.86%) Bash Shell
8 16 (37.21%) Software Engineering
8 16 (37.21%) XML
8 16 (37.21%) Data Centre
9 15 (34.88%) JavaScript
10 14 (32.56%) Agile Software Development
11 13 (30.23%) SNMP
11 13 (30.23%) Analytical Skills
12 12 (27.91%) Opscode Chef
12 12 (27.91%) The Twelve-Factor App
12 12 (27.91%) Stakeholder Management
12 12 (27.91%) Java
12 12 (27.91%) Google
12 12 (27.91%) PowerShell
12 12 (27.91%) Puppet
12 12 (27.91%) Splunk
12 12 (27.91%) SIEM
13 11 (25.58%) Windows
14 9 (20.93%) Red Hat
14 9 (20.93%) VMware
14 9 (20.93%) SMTP
14 9 (20.93%) Data Modelling
14 9 (20.93%) CSS

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 8 (18.60%) Apache Spark
2 5 (11.63%) OpenStack
3 1 (2.33%) Apache
Cloud Services
1 7 (16.28%) Amazon AWS
1 7 (16.28%) Microsoft Azure
2 5 (11.63%) Akamai
2 5 (11.63%) Google Analytics
3 3 (6.98%) GitHub
Communications & Networking
1 28 (65.12%) DNS
2 23 (53.49%) TCP/IP
3 19 (44.19%) DHCP
4 13 (30.23%) SNMP
5 9 (20.93%) SMTP
6 8 (18.60%) Firewall
6 8 (18.60%) HTTP
7 5 (11.63%) 802.11
7 5 (11.63%) Cisco ASA
7 5 (11.63%) Cisco IOS
7 5 (11.63%) DMVPN
7 5 (11.63%) DWDM
7 5 (11.63%) GLBP
7 5 (11.63%) Internet
7 5 (11.63%) IPsec
7 5 (11.63%) MPLS
7 5 (11.63%) Multicast
7 5 (11.63%) NetScaler
7 5 (11.63%) Network Security
7 5 (11.63%) Wi-Fi
Database & Business Intelligence
1 5 (11.63%) Hadoop
2 3 (6.98%) Big Data
3 2 (4.65%) NoSQL
4 1 (2.33%) Oracle Database
4 1 (2.33%) Oracle Database 11g
Development Applications
1 6 (13.95%) Eclipse
1 6 (13.95%) JUnit
2 5 (11.63%) Git (software)
3 3 (6.98%) Jenkins
3 3 (6.98%) JIRA
General
1 6 (13.95%) Finance
2 5 (11.63%) Marketing
3 4 (9.30%) Retail
4 1 (2.33%) Banking
Job Titles
1 24 (55.81%) Systems Engineer
2 10 (23.26%) Developer
3 9 (20.93%) Linux Engineer
3 9 (20.93%) Linux Systems Engineer
3 9 (20.93%) Splunk Engineer
4 6 (13.95%) Java Developer
5 5 (11.63%) Analyst
5 5 (11.63%) Customer Analyst
5 5 (11.63%) Network Systems Engineer
5 5 (11.63%) Senior Systems Engineer
6 3 (6.98%) Security Engineer
7 2 (4.65%) Software Developer
7 2 (4.65%) Windows Engineer
7 2 (4.65%) Windows Systems Engineer
8 1 (2.33%) Oracle Developer
8 1 (2.33%) PL/SQL Developer
8 1 (2.33%) Senior Developer
8 1 (2.33%) Senior Oracle Developer
8 1 (2.33%) Senior SQL Developer
8 1 (2.33%) SQL Developer
Libraries, Frameworks & Software Standards
1 20 (46.51%) HTML
2 16 (37.21%) XML
3 9 (20.93%) CSS
4 6 (13.95%) XSLT
5 5 (11.63%) 802.1X
6 2 (4.65%) Play Framework
7 1 (2.33%) .NET
Miscellaneous
1 21 (48.84%) Public Cloud
2 16 (37.21%) Data Centre
3 13 (30.23%) Analytical Skills
4 8 (18.60%) Management Information System
4 8 (18.60%) Security Operations Centre
5 5 (11.63%) User Experience
Operating Systems
1 26 (60.47%) Linux
2 11 (25.58%) Windows
3 5 (11.63%) Unix
3 5 (11.63%) Windows Server 2012
4 4 (9.30%) Windows Server 2008
5 3 (6.98%) Mac OS X
6 2 (4.65%) Windows Server
Processes & Methodologies
1 20 (46.51%) DevOps
2 16 (37.21%) Software Engineering
3 14 (32.56%) Agile Software Development
4 12 (27.91%) SIEM
4 12 (27.91%) Stakeholder Management
4 12 (27.91%) The Twelve-Factor App
5 9 (20.93%) Data Modelling
6 8 (18.60%) Security Operations
7 7 (16.28%) Infrastructure Transformation
8 6 (13.95%) Mathematics
8 6 (13.95%) OO
8 6 (13.95%) SDLC
9 5 (11.63%) Analytics
9 5 (11.63%) Configuration Management
9 5 (11.63%) Load Balancing
9 5 (11.63%) Mentoring
9 5 (11.63%) Performance Management
9 5 (11.63%) Test Automation
9 5 (11.63%) Visualisation
9 5 (11.63%) WAN Optimisation
Programming Languages
1 18 (41.86%) Bash Shell
2 15 (34.88%) JavaScript
3 12 (27.91%) Java
3 12 (27.91%) PowerShell
4 8 (18.60%) SQL
5 5 (11.63%) R
6 3 (6.98%) C#
6 3 (6.98%) Scala
7 2 (4.65%) C++
7 2 (4.65%) Clojure
7 2 (4.65%) F#
7 2 (4.65%) Haskell
8 1 (2.33%) Perl
8 1 (2.33%) PL/SQL
Qualifications
1 8 (18.60%) Degree
2 5 (11.63%) CCNP
2 5 (11.63%) Cisco Certification
2 5 (11.63%) Numerate Degree
3 3 (6.98%) GCIA
3 3 (6.98%) GCIH
3 3 (6.98%) GSEC
3 3 (6.98%) SSCP
4 2 (4.65%) MCP
4 2 (4.65%) MCSE
4 2 (4.65%) Microsoft Certification
System Software
1 5 (11.63%) Docker
1 5 (11.63%) LXC
1 5 (11.63%) VMware NSX
2 2 (4.65%) Active Directory
Systems Management
1 12 (27.91%) Opscode Chef
1 12 (27.91%) Puppet
2 7 (16.28%) Ansible
3 5 (11.63%) Kubernetes
3 5 (11.63%) vCenter Server
3 5 (11.63%) vRealize
Vendors
1 12 (27.91%) Google
1 12 (27.91%) Splunk
2 9 (20.93%) Red Hat
2 9 (20.93%) VMware
3 5 (11.63%) Adobe
3 5 (11.63%) Alteryx
3 5 (11.63%) Arista
3 5 (11.63%) Aruba
3 5 (11.63%) Blue Coat
3 5 (11.63%) CheckPoint
3 5 (11.63%) Cisco
3 5 (11.63%) Citrix
3 5 (11.63%) Fortinet
3 5 (11.63%) Juniper
3 5 (11.63%) Meraki
3 5 (11.63%) Microsoft
3 5 (11.63%) Palo Alto
3 5 (11.63%) Riverbed
3 5 (11.63%) Tableau
3 5 (11.63%) Tufin