Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 18 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Nottinghamshire 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 18 September 2018 with a comparison to the same period in the previous 2 years.

Problem-Solving
East Midlands > Nottinghamshire
6 months to
18 Sep 2018		 Same period 2017 Same period 2016
Rank 17 14 20
Rank change year-on-year -3 +6 +5
Permanent jobs citing Problem-Solving 185 227 237
As % of all permanent IT jobs advertised in Nottinghamshire 12.01% 11.65% 10.48%
As % of the Processes & Methodologies category 12.85% 12.99% 11.61%
Number of salaries quoted 124 185 201
Nottinghamshire median annual salary £40,000 £45,000 £41,000
Median salary % change year-on-year -11.11% +9.76% +17.14%
10th Percentile £26,625 £26,250 £23,000
90th Percentile £66,750 £72,100 £65,000
East Midlands median annual salary £42,500 £39,500 £40,000
% change year-on-year +7.59% -1.25% +14.29%

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 Nottinghamshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Nottinghamshire
Permanent vacancies with a requirement for process or methodology skills 1,440 1,748 2,042
As % of all permanent IT jobs advertised in Nottinghamshire 93.51% 89.73% 90.31%
Number of salaries quoted 1,167 1,511 1,668
Nottinghamshire median annual salary £42,500 £45,000 £42,500
Median salary % change year-on-year -5.56% +5.88% +6.25%
10th Percentile £26,250 £27,500 £25,500
90th Percentile £67,500 £70,000 £64,750
East Midlands median annual salary £42,500 £40,875 £40,000
% change year-on-year +3.98% +2.19% -

Problem-Solving
Job Vacancy Trend in Nottinghamshire

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

Job vacancy trend for Problem-Solving in Nottinghamshire

Problem-Solving
Salary Trend in Nottinghamshire

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

Salary trend for Problem-Solving in Nottinghamshire

Problem-Solving
Salary Histogram in Nottinghamshire

The salary distribution of IT jobs citing Problem-Solving in Nottinghamshire over the 6 months to 18 September 2018.

Salary histogram for Problem-Solving in Nottinghamshire

Problem-Solving
Job Locations in Nottinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Problem-Solving within the Nottinghamshire region over the 6 months to 18 September 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year		 Matching
Permanent
IT Job Ads		 Median Salary
Past 6 Months		 Median Salary
% Change
on Same Period
Last Year		 Live
Job
Vacancies
Nottingham +1 159 £42,000 -6.67% 41
Mansfield 0 11 £40,000 +19.40% 2
Worksop +2 2 £58,750 +29.83% 1
Problem-Solving
East Midlands

For the 6 months to 18 September 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 Nottinghamshire region with a requirement for Problem-Solving.

1 78 (42.16%) Agile Software Development
2 59 (31.89%) C#
3 52 (28.11%) Microsoft
4 51 (27.57%) Java
5 50 (27.03%) Amazon AWS
6 41 (22.16%) Finance
6 41 (22.16%) SDLC
7 38 (20.54%) Web Services
8 36 (19.46%) SQL
8 36 (19.46%) Degree
9 35 (18.92%) .NET
10 33 (17.84%) JavaScript
10 33 (17.84%) Test Automation
11 32 (17.30%) Analytical Skills
12 31 (16.76%) OO
13 30 (16.22%) HTML
13 30 (16.22%) Software Engineering
14 29 (15.68%) Banking
14 29 (15.68%) CSS
15 28 (15.14%) Windows
15 28 (15.14%) Retail
15 28 (15.14%) Infrastructure Engineering
16 27 (14.59%) Selenium
17 26 (14.05%) SQL Server
17 26 (14.05%) Continuous Integration
18 24 (12.97%) Scrum
19 22 (11.89%) WebDriver
19 22 (11.89%) Self-Motivation
20 21 (11.35%) Microsoft Azure
20 21 (11.35%) Time Management

Problem-Solving
Co-occurring IT Skills in Nottinghamshire 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 13 (7.03%) MS Exchange
2 12 (6.49%) Apache Spark
3 7 (3.78%) Elasticsearch
4 5 (2.70%) Exchange Server 2010
5 4 (2.16%) MQSeries
6 2 (1.08%) CMS
6 2 (1.08%) Umbraco
7 1 (0.54%) Confluence
7 1 (0.54%) Exchange Server 2013
7 1 (0.54%) SAS
7 1 (0.54%) SharePoint
Applications
1 18 (9.73%) Microsoft Office
2 7 (3.78%) Microsoft Excel
2 7 (3.78%) Microsoft PowerPoint
3 2 (1.08%) Microsoft Project
4 1 (0.54%) Camtasia
Business Applications
1 1 (0.54%) OPENHousing
1 1 (0.54%) SAP SCM
Cloud Services
1 50 (27.03%) Amazon AWS
2 21 (11.35%) Microsoft Azure
3 8 (4.32%) Office 365
4 7 (3.78%) Google Cloud Platform
5 2 (1.08%) SaaS
6 1 (0.54%) Amazon EC2
6 1 (0.54%) Amazon S3
6 1 (0.54%) AWS Elastic Beanstalk
6 1 (0.54%) Cloud Computing
6 1 (0.54%) CloudFront
6 1 (0.54%) OpenShift
Communications & Networking
1 18 (9.73%) HTTP
2 10 (5.41%) VoIP
3 9 (4.86%) TCP/IP
4 8 (4.32%) DNS
4 8 (4.32%) Firewall
5 7 (3.78%) DHCP
5 7 (3.78%) Internet
5 7 (3.78%) VLAN
6 5 (2.70%) SAN
6 5 (2.70%) SMS
7 4 (2.16%) Hyperconnected
8 3 (1.62%) VPN
9 2 (1.08%) Unified Communications
9 2 (1.08%) WAN
10 1 (0.54%) Ethernet
10 1 (0.54%) HSRP
10 1 (0.54%) MPLS
10 1 (0.54%) OSPF
10 1 (0.54%) Remote Desktop
10 1 (0.54%) SSL
Database & Business Intelligence
1 26 (14.05%) SQL Server
2 14 (7.57%) Big Data
3 8 (4.32%) HBase
4 7 (3.78%) Flink
4 7 (3.78%) Hadoop
4 7 (3.78%) MySQL
5 6 (3.24%) NoSQL
6 4 (2.16%) Data Warehouse
6 4 (2.16%) SQL Server 2008
6 4 (2.16%) SQL Server 2016
6 4 (2.16%) SQL Server Reporting Services
7 3 (1.62%) SQL Server Integration Services
8 2 (1.08%) MongoDB
8 2 (1.08%) PostgreSQL
8 2 (1.08%) SQL Server 2012
9 1 (0.54%) Impala
9 1 (0.54%) Oracle Database
9 1 (0.54%) RDBMS
9 1 (0.54%) Relational Database
9 1 (0.54%) SAP HANA
Development Applications
1 27 (14.59%) Selenium
2 22 (11.89%) WebDriver
3 19 (10.27%) JIRA
4 18 (9.73%) Git (software)
5 14 (7.57%) JMeter
5 14 (7.57%) SoapUI
5 14 (7.57%) Zephyr
6 13 (7.03%) Maven
7 8 (4.32%) Jenkins
7 8 (4.32%) SpecFlow
8 6 (3.24%) Cucumber
8 6 (3.24%) Gatling
8 6 (3.24%) Gradle
9 3 (1.62%) Team Foundation Server
10 1 (0.54%) Bitbucket
10 1 (0.54%) Jasmine
10 1 (0.54%) MSBuild
10 1 (0.54%) NUnit
10 1 (0.54%) Subversion
General
1 41 (22.16%) Finance
2 29 (15.68%) Banking
3 28 (15.14%) Retail
4 14 (7.57%) Marketing
5 12 (6.49%) Telecoms
6 7 (3.78%) Polish Language
7 5 (2.70%) Manufacturing
8 4 (2.16%) Electronics
9 3 (1.62%) Games
10 2 (1.08%) Legal
11 1 (0.54%) Back Office
11 1 (0.54%) Law
Job Titles
1 45 (24.32%) Developer
2 42 (22.70%) Analyst
3 22 (11.89%) Software Engineer
4 17 (9.19%) Infrastructure Engineer
5 16 (8.65%) C# Developer
6 15 (8.11%) Business Analyst
7 14 (7.57%) QA Engineer
8 13 (7.03%) Senior Developer
9 12 (6.49%) Development Engineer
9 12 (6.49%) Software Development Engineer
10 11 (5.95%) .NET Developer
10 11 (5.95%) Big Data Engineer
10 11 (5.95%) Technical Engineer
10 11 (5.95%) Test Analyst
11 10 (5.41%) QA Automation Engineer
12 9 (4.86%) Data Engineer
12 9 (4.86%) Java Engineer
12 9 (4.86%) Senior Analyst
12 9 (4.86%) Software Developer
12 9 (4.86%) Support Engineer
Libraries, Frameworks & Software Standards
1 38 (20.54%) Web Services
2 35 (18.92%) .NET
3 30 (16.22%) HTML
4 29 (15.68%) CSS
5 21 (11.35%) AngularJS
6 19 (10.27%) RESTful
7 14 (7.57%) .NET Framework
7 14 (7.57%) Gherkin
8 13 (7.03%) jQuery
9 12 (6.49%) ASP.NET Web API
10 11 (5.95%) ASP.NET
11 10 (5.41%) Backbone.js
11 10 (5.41%) HTML5
12 9 (4.86%) React
13 8 (4.32%) Node.js
14 7 (3.78%) Spring
14 7 (3.78%) WSH
15 6 (3.24%) REST
15 6 (3.24%) WireMock
16 5 (2.70%) ASP.NET MVC
Miscellaneous
1 32 (17.30%) Analytical Skills
2 22 (11.89%) Self-Motivation
3 21 (11.35%) User Experience
4 19 (10.27%) Computer Science
5 18 (9.73%) Greenfield Project
6 10 (5.41%) Enterprise Cloud
7 7 (3.78%) Credit Risk
7 7 (3.78%) Enterprise Software
7 7 (3.78%) Public Cloud
8 6 (3.24%) Mobile App
9 5 (2.70%) Fintech
10 3 (1.62%) Management Information System
11 2 (1.08%) Augmented Reality
11 2 (1.08%) Cyberthreat
11 2 (1.08%) Data Centre
11 2 (1.08%) Data Structures
11 2 (1.08%) Digital Signage
11 2 (1.08%) FMCG
12 1 (0.54%) Security Operations Centre
12 1 (0.54%) Virtual Team
Operating Systems
1 28 (15.14%) Windows
2 19 (10.27%) Windows Server
3 9 (4.86%) Windows Server 2008
4 7 (3.78%) Linux
5 2 (1.08%) Windows 7
6 1 (0.54%) Android
6 1 (0.54%) CentOS
6 1 (0.54%) Windows 8
6 1 (0.54%) Windows XP
Processes & Methodologies
1 78 (42.16%) Agile Software Development
2 41 (22.16%) SDLC
3 33 (17.84%) Test Automation
4 31 (16.76%) OO
5 30 (16.22%) Software Engineering
6 28 (15.14%) Infrastructure Engineering
7 26 (14.05%) Continuous Integration
8 24 (12.97%) Scrum
9 21 (11.35%) Time Management
10 18 (9.73%) Mentoring
11 16 (8.65%) Validation
12 14 (7.57%) API Testing
12 14 (7.57%) BDD
12 14 (7.57%) Defect Management
12 14 (7.57%) OOP
12 14 (7.57%) Open Source
12 14 (7.57%) QA Automation
12 14 (7.57%) Test Management
12 14 (7.57%) User Stories
13 13 (7.03%) ITIL
Programming Languages
1 59 (31.89%) C#
2 51 (27.57%) Java
3 36 (19.46%) SQL
4 33 (17.84%) JavaScript
5 12 (6.49%) PowerShell
6 9 (4.86%) C++
7 7 (3.78%) PL/SQL
7 7 (3.78%) VBScript
8 6 (3.24%) Python
9 4 (2.16%) T-SQL
10 1 (0.54%) Groovy
10 1 (0.54%) PHP
10 1 (0.54%) VB
10 1 (0.54%) VB.NET
10 1 (0.54%) VBA
Qualifications
1 36 (19.46%) Degree
2 17 (9.19%) Computer Science Degree
3 6 (3.24%) Microsoft Certification
4 5 (2.70%) MCITP
4 5 (2.70%) MCSE
5 4 (2.16%) ISTQB
5 4 (2.16%) ISTQB Foundation Certification
6 3 (1.62%) ITIL Certification
6 3 (1.62%) MCSA
7 2 (1.08%) CCNA
7 2 (1.08%) Cisco Certification
7 2 (1.08%) Security Cleared
8 1 (0.54%) CEH
8 1 (0.54%) CESG Certified Professional
8 1 (0.54%) GIAC
8 1 (0.54%) GPEN
8 1 (0.54%) JNCIA
8 1 (0.54%) SANS
8 1 (0.54%) SC Cleared
8 1 (0.54%) SSCP
Quality Assurance & Compliance
1 15 (8.11%) QA
2 4 (2.16%) PMO
2 4 (2.16%) SLA
3 3 (1.62%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
3 3 (1.62%) WCAG
4 2 (1.08%) ISO/IEC 27001
5 1 (0.54%) Cyber Essentials
System Software
1 21 (11.35%) Active Directory
2 12 (6.49%) vSphere
3 10 (5.41%) VMware Infrastructure
4 6 (3.24%) Docker
5 2 (1.08%) Hyper-V
6 1 (0.54%) HDFS
6 1 (0.54%) Virtual Servers
6 1 (0.54%) XenApp
Systems Management
1 9 (4.86%) SCCM
2 7 (3.78%) McAfee ePO
3 4 (2.16%) Business Desktop Deployment
4 2 (1.08%) SCOM
4 2 (1.08%) SCSM
5 1 (0.54%) Ansible
5 1 (0.54%) Nagios
5 1 (0.54%) Opscode Chef
5 1 (0.54%) Systems Management Server (SMS)
5 1 (0.54%) Terraform
Vendors
1 52 (28.11%) Microsoft
2 17 (9.19%) VMware
3 10 (5.41%) Citrix
3 10 (5.41%) Veeam
4 9 (4.86%) Oracle
5 8 (4.32%) Google
6 7 (3.78%) McAfee
6 7 (3.78%) Mitel
7 6 (3.24%) Cisco
8 5 (2.70%) NetApp
8 5 (2.70%) SAP
9 3 (1.62%) Splunk
9 3 (1.62%) Xamarin
10 2 (1.08%) Cadence
10 2 (1.08%) Capita
10 2 (1.08%) Ivanti
10 2 (1.08%) LogRhythm
10 2 (1.08%) Remedy
10 2 (1.08%) Reuters
11 1 (0.54%) Red Hat