Period
to 14 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Welwyn Garden City with a requirement for Problem-Solving skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Problem-Solving over the 6 months to 14 November 2018 with a comparison to the same period in the previous 2 years.

Problem-Solving
Hertfordshire > Welwyn Garden City
6 months to
14 Nov 2018
Same period 2017 Same period 2016
Rank 16 25 23
Rank change year-on-year +9 -2 -17
Permanent jobs citing Problem-Solving 56 23 19
As % of all permanent IT jobs advertised in Welwyn Garden City 14.07% 10.60% 8.68%
As % of the Processes & Methodologies category 14.29% 11.39% 8.88%
Number of salaries quoted 17 9 10
Welwyn Garden City median annual salary £37,500 £41,500 £55,000
Median salary % change year-on-year -9.64% -24.55% +20.88%
10th Percentile £20,500 £30,000 £22,225
90th Percentile £71,250 £65,500 £75,000
Hertfordshire median annual salary £47,750 £43,500 £47,000
% change year-on-year +9.77% -7.45% +10.59%

Problem-Solving is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Welwyn Garden City
Permanent vacancies with a requirement for process or methodology skills 392 202 214
As % of all permanent IT jobs advertised in Welwyn Garden City 98.49% 93.09% 97.72%
Number of salaries quoted 161 151 175
Welwyn Garden City median annual salary £55,000 £40,000 £50,000
Median salary % change year-on-year +37.50% -20.00% -9.09%
10th Percentile £31,250 £30,000 £26,250
90th Percentile £76,250 £67,500 £71,250
Hertfordshire median annual salary £50,000 £47,500 £48,500
% change year-on-year +5.26% -2.06% +5.43%

Problem-Solving
Job Vacancy Trend in Welwyn Garden City

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

Job vacancy trend for Problem-Solving in Welwyn Garden City

Problem-Solving
Salary Trend in Welwyn Garden City

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

Salary trend for Problem-Solving in Welwyn Garden City

Problem-Solving
Salary Histogram in Welwyn Garden City

The salary distribution of IT jobs citing Problem-Solving in Welwyn Garden City over the 6 months to 14 November 2018.

Salary histogram for Problem-Solving in Welwyn Garden City

For the 6 months to 14 November 2018, IT jobs citing Problem-Solving 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 Problem-Solving.

1 22 (39.29%) Agile Software Development
2 19 (33.93%) Continuous Improvement
3 18 (32.14%) Open Source
3 18 (32.14%) User Experience
4 17 (30.36%) Analytical Skills
4 17 (30.36%) Product Management
5 15 (26.79%) Amazon AWS
6 13 (23.21%) Office 365
6 13 (23.21%) Windows
6 13 (23.21%) Python
6 13 (23.21%) Active Directory
7 12 (21.43%) CISSP
7 12 (21.43%) SSCP
7 12 (21.43%) Linux
7 12 (21.43%) Perl
7 12 (21.43%) PHP
7 12 (21.43%) GIAC
7 12 (21.43%) CISA
7 12 (21.43%) CISM
7 12 (21.43%) Vulnerability Management
7 12 (21.43%) Splunk
7 12 (21.43%) SIEM
7 12 (21.43%) CSSLP
7 12 (21.43%) Security Architecture
7 12 (21.43%) Qualys
7 12 (21.43%) Metasploit
7 12 (21.43%) Nessus
7 12 (21.43%) CEH
7 12 (21.43%) Nmap
7 12 (21.43%) Penetration Testing

Problem-Solving
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 2 (3.57%) Exchange Server 2013
2 1 (1.79%) Apache Pig
2 1 (1.79%) Apache Spark
Cloud Services
1 15 (26.79%) Amazon AWS
2 13 (23.21%) Office 365
3 5 (8.93%) GitHub
3 5 (8.93%) Microsoft Azure
4 3 (5.36%) SaaS
Communications & Networking
1 3 (5.36%) HTTP
2 2 (3.57%) DNS
2 2 (3.57%) Remote Desktop
2 2 (3.57%) TCP/IP
2 2 (3.57%) VPN
2 2 (3.57%) Wireless
Database & Business Intelligence
1 5 (8.93%) Apache Cassandra
1 5 (8.93%) SQL Server
2 3 (5.36%) MongoDB
2 3 (5.36%) MySQL
2 3 (5.36%) Relational Database
3 2 (3.57%) SQL Server 2008
4 1 (1.79%) Apache Hive
4 1 (1.79%) Big Data
4 1 (1.79%) Hadoop
Development Applications
1 12 (21.43%) Metasploit
2 3 (5.36%) Git (software)
2 3 (5.36%) Subversion
2 3 (5.36%) Visual Studio
3 2 (3.57%) Grunt
General
1 6 (10.71%) Retail
2 2 (3.57%) Electronics
Job Titles
1 17 (30.36%) Product Manager
2 12 (21.43%) Security Engineer
2 12 (21.43%) Vulnerability Management Engineer
3 5 (8.93%) Head of Development
3 5 (8.93%) Head of Software Development
4 4 (7.14%) Analyst
4 4 (7.14%) IT Analyst
4 4 (7.14%) IT Support
4 4 (7.14%) IT Support Analyst
4 4 (7.14%) Support Analyst
5 3 (5.36%) Administrator
5 3 (5.36%) Developer
5 3 (5.36%) Systems Administrator
5 3 (5.36%) Transformation Manager
6 2 (3.57%) .NET Developer
6 2 (3.57%) C# Developer
6 2 (3.57%) Hardware Engineer
6 2 (3.57%) Infrastructure Engineer
6 2 (3.57%) Support Engineer
6 2 (3.57%) Systems Engineer
Libraries, Frameworks & Software Standards
1 5 (8.93%) Akka
1 5 (8.93%) Kafka
2 4 (7.14%) .NET
3 3 (5.36%) .NET Core
3 3 (5.36%) .NET Framework
3 3 (5.36%) AngularJS
3 3 (5.36%) ASP.NET
3 3 (5.36%) ASP.NET Core
3 3 (5.36%) ASP.NET Web API
3 3 (5.36%) CSS
3 3 (5.36%) HTML
3 3 (5.36%) JSON
3 3 (5.36%) React
3 3 (5.36%) React Native
3 3 (5.36%) RESTful
3 3 (5.36%) SOAP
3 3 (5.36%) Vue.js
3 3 (5.36%) WCF
3 3 (5.36%) Web Services
3 3 (5.36%) XML
Miscellaneous
1 18 (32.14%) User Experience
2 17 (30.36%) Analytical Skills
3 12 (21.43%) Security Operations Centre
3 12 (21.43%) Self-Motivation
4 5 (8.93%) Data Centre
4 5 (8.93%) Mainframe
4 5 (8.93%) Minimum Viable Product
5 3 (5.36%) Mobile App
6 2 (3.57%) BYOD
6 2 (3.57%) Computer Science
6 2 (3.57%) Embedded Systems
6 2 (3.57%) Replication
6 2 (3.57%) Robotics
7 1 (1.79%) Algorithms
7 1 (1.79%) Analytical Mindset
7 1 (1.79%) Data Structures
Operating Systems
1 13 (23.21%) Windows
2 12 (21.43%) Kali Linux
2 12 (21.43%) Linux
3 7 (12.50%) Windows Server
4 2 (3.57%) Android
4 2 (3.57%) Windows Server 2008
4 2 (3.57%) Windows Server 2012
Processes & Methodologies
1 22 (39.29%) Agile Software Development
2 19 (33.93%) Continuous Improvement
3 18 (32.14%) Open Source
4 17 (30.36%) Product Management
5 12 (21.43%) Application Performance Monitoring
5 12 (21.43%) Collaborative Working
5 12 (21.43%) DevOps
5 12 (21.43%) Identity Access Management
5 12 (21.43%) Penetration Testing
5 12 (21.43%) Performance Monitoring
5 12 (21.43%) Secure Coding
5 12 (21.43%) Security Architecture
5 12 (21.43%) Security Operations
5 12 (21.43%) SIEM
5 12 (21.43%) Threat Modelling
5 12 (21.43%) Vulnerability Management
6 8 (14.29%) Coaching
6 8 (14.29%) Kanban
7 7 (12.50%) Software Engineering
7 7 (12.50%) Stakeholder Management
Programming Languages
1 13 (23.21%) Python
2 12 (21.43%) Go
2 12 (21.43%) Perl
2 12 (21.43%) PHP
2 12 (21.43%) Ruby
3 6 (10.71%) Java
4 4 (7.14%) C#
5 3 (5.36%) ES6
5 3 (5.36%) JavaScript
5 3 (5.36%) TypeScript
5 3 (5.36%) XAML
6 2 (3.57%) C
6 2 (3.57%) C++
6 2 (3.57%) PowerShell
7 1 (1.79%) R
7 1 (1.79%) Scala
Qualifications
1 12 (21.43%) CEH
1 12 (21.43%) CISA
1 12 (21.43%) CISM
1 12 (21.43%) CISSP
1 12 (21.43%) CompTIA Security+
1 12 (21.43%) CSSLP
1 12 (21.43%) GIAC
1 12 (21.43%) SANS
1 12 (21.43%) SSCP
2 4 (7.14%) Degree
3 1 (1.79%) Computer Science Degree
3 1 (1.79%) Numerate Degree
System Software
1 13 (23.21%) Active Directory
2 2 (3.57%) VMware Infrastructure
2 2 (3.57%) vSphere
3 1 (1.79%) Firmware
Systems Management
1 12 (21.43%) Nessus
1 12 (21.43%) Nmap
2 2 (3.57%) Opscode Chef
2 2 (3.57%) Puppet
2 2 (3.57%) WhatsUp Gold
Vendors
1 12 (21.43%) Netsparker
1 12 (21.43%) Qualys
1 12 (21.43%) Splunk
2 3 (5.36%) Oracle
2 3 (5.36%) Xamarin
3 2 (3.57%) Apple
3 2 (3.57%) Aruba
3 2 (3.57%) Avaya
3 2 (3.57%) Juniper
3 2 (3.57%) Microsoft
3 2 (3.57%) Siemens
3 2 (3.57%) Veeam
3 2 (3.57%) VMware