Period
to 15 November 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 15 November 2018 with a comparison to the same period in the previous 2 years.

Problem-Solving
East Midlands > Nottinghamshire
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 17 15 23
Rank change year-on-year -2 +8 -1
Permanent jobs citing Problem-Solving 171 245 243
As % of all permanent IT jobs advertised in Nottinghamshire 11.03% 11.97% 10.31%
As % of the Processes & Methodologies category 11.79% 13.12% 11.38%
Number of salaries quoted 111 200 215
Nottinghamshire median annual salary £42,500 £42,500 £42,091
Median salary % change year-on-year - +0.97% +20.26%
10th Percentile £28,000 £27,500 £23,000
90th Percentile £80,000 £65,000 £82,500
East Midlands median annual salary £42,500 £37,500 £40,000
% change year-on-year +13.33% -6.25% +12.68%

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 1,450 1,868 2,135
As % of all permanent IT jobs advertised in Nottinghamshire 93.49% 91.30% 90.54%
Number of salaries quoted 1,153 1,627 1,740
Nottinghamshire median annual salary £44,000 £44,500 £42,500
Median salary % change year-on-year -1.12% +4.71% +6.25%
10th Percentile £26,250 £27,500 £26,250
90th Percentile £70,250 £68,750 £67,500
East Midlands median annual salary £42,500 £40,000 £41,500
% change year-on-year +6.25% -3.61% +3.75%

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 15 November 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 15 November 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 -1 155 £42,500 -1.73% 33
Mansfield -8 6 £40,000 +12.68% 1
Worksop +2 2 £58,750 +65.49%
Problem-Solving
East Midlands

For the 6 months to 15 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 Nottinghamshire region with a requirement for Problem-Solving.

1 72 (42.11%) Agile Software Development
2 60 (35.09%) Java
3 51 (29.82%) Amazon AWS
4 49 (28.65%) Degree
5 48 (28.07%) Finance
6 47 (27.49%) C#
7 45 (26.32%) Software Engineering
8 42 (24.56%) SDLC
9 36 (21.05%) OO
9 36 (21.05%) Microsoft
10 35 (20.47%) SQL
10 35 (20.47%) Computer Science
11 32 (18.71%) Banking
11 32 (18.71%) Computer Science Degree
12 31 (18.13%) Web Services
13 27 (15.79%) JavaScript
14 26 (15.20%) HTTP
14 26 (15.20%) Test Automation
15 24 (14.04%) Analytical Skills
15 24 (14.04%) CSS
15 24 (14.04%) Validation
16 23 (13.45%) Windows
16 23 (13.45%) Microsoft Azure
16 23 (13.45%) Continuous Integration
17 22 (12.87%) JIRA
17 22 (12.87%) Mentoring
17 22 (12.87%) SQL Server
17 22 (12.87%) Retail
18 21 (12.28%) Maven
18 21 (12.28%) Marketing

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 16 (9.36%) Apache Spark
2 11 (6.43%) MS Exchange
3 9 (5.26%) Elasticsearch
4 4 (2.34%) Confluence
4 4 (2.34%) Exchange Server 2010
5 3 (1.75%) Adobe Experience Manager
6 2 (1.17%) Skype for Business
7 1 (0.58%) CMS
7 1 (0.58%) Exchange Server 2013
7 1 (0.58%) SAS
7 1 (0.58%) Umbraco
Applications
1 11 (6.43%) Microsoft Office
2 5 (2.92%) Microsoft Excel
2 5 (2.92%) Microsoft PowerPoint
3 1 (0.58%) Microsoft Project
Business Applications
1 1 (0.58%) OPENHousing
1 1 (0.58%) SAP ECC
1 1 (0.58%) SAP MM
1 1 (0.58%) SAP S/4HANA
1 1 (0.58%) SAP SCM
Cloud Services
1 51 (29.82%) Amazon AWS
2 23 (13.45%) Microsoft Azure
3 9 (5.26%) Google Cloud Platform
3 9 (5.26%) Office 365
4 3 (1.75%) SaaS
5 2 (1.17%) Cloud Computing
6 1 (0.58%) Amazon EC2
6 1 (0.58%) Amazon S3
6 1 (0.58%) AWS Elastic Beanstalk
6 1 (0.58%) Azure Active Directory
6 1 (0.58%) CloudFront
6 1 (0.58%) OpenShift
Communications & Networking
1 26 (15.20%) HTTP
2 10 (5.85%) VoIP
3 9 (5.26%) DNS
3 9 (5.26%) TCP/IP
4 8 (4.68%) DHCP
5 7 (4.09%) Firewall
5 7 (4.09%) VLAN
6 4 (2.34%) Internet
7 3 (1.75%) MPLS
7 3 (1.75%) SAN
7 3 (1.75%) SMS
7 3 (1.75%) Unified Communications
8 2 (1.17%) BGP
8 2 (1.17%) Broadband
8 2 (1.17%) Ethernet
8 2 (1.17%) HSRP
8 2 (1.17%) OSPF
8 2 (1.17%) Skype
8 2 (1.17%) VPN
8 2 (1.17%) WAN
Database & Business Intelligence
1 22 (12.87%) SQL Server
2 16 (9.36%) Big Data
3 15 (8.77%) HBase
4 9 (5.26%) Flink
4 9 (5.26%) Hadoop
5 7 (4.09%) MySQL
6 6 (3.51%) Apache Hive
6 6 (3.51%) Impala
6 6 (3.51%) NoSQL
7 4 (2.34%) SQL Server 2008
8 3 (1.75%) SQL Server Reporting Services
9 2 (1.17%) PostgreSQL
9 2 (1.17%) SQL Server 2012
9 2 (1.17%) SQL Server 2016
9 2 (1.17%) SQL Server Integration Services
10 1 (0.58%) Data Warehouse
10 1 (0.58%) Oracle Database
10 1 (0.58%) RDBMS
10 1 (0.58%) Relational Database
10 1 (0.58%) SAP HANA
Development Applications
1 22 (12.87%) JIRA
2 21 (12.28%) Maven
3 20 (11.70%) Selenium
4 19 (11.11%) WebDriver
5 15 (8.77%) JMeter
5 15 (8.77%) SoapUI
5 15 (8.77%) Zephyr
6 9 (5.26%) Git (software)
7 8 (4.68%) Jenkins
8 6 (3.51%) Cucumber
8 6 (3.51%) Gatling
8 6 (3.51%) Gradle
9 4 (2.34%) SpecFlow
10 3 (1.75%) Team Foundation Server
11 1 (0.58%) Bitbucket
11 1 (0.58%) Jasmine
11 1 (0.58%) MSBuild
11 1 (0.58%) NUnit
11 1 (0.58%) Subversion
General
1 48 (28.07%) Finance
2 32 (18.71%) Banking
3 22 (12.87%) Retail
4 21 (12.28%) Marketing
5 12 (7.02%) Telecoms
6 6 (3.51%) Manufacturing
7 4 (2.34%) Electronics
8 3 (1.75%) Games
8 3 (1.75%) Polish Language
9 1 (0.58%) Aerospace
9 1 (0.58%) Automotive
9 1 (0.58%) Back Office
9 1 (0.58%) Law
9 1 (0.58%) Legal
Job Titles
1 39 (22.81%) Developer
2 31 (18.13%) Analyst
3 27 (15.79%) Software Engineer
4 20 (11.70%) Development Engineer
4 20 (11.70%) Software Development Engineer
5 16 (9.36%) C# Developer
6 15 (8.77%) Java Engineer
6 15 (8.77%) QA Engineer
6 15 (8.77%) Senior Developer
7 14 (8.19%) Infrastructure Engineer
8 13 (7.60%) Business Analyst
9 12 (7.02%) Senior QA Engineer
10 11 (6.43%) QA Automation Engineer
11 10 (5.85%) Big Data Engineer
11 10 (5.85%) Senior Java Engineer
12 9 (5.26%) Network Engineer
12 9 (5.26%) Software Developer
13 8 (4.68%) Senior C# Developer
13 8 (4.68%) Support Engineer
13 8 (4.68%) Technical Engineer
Libraries, Frameworks & Software Standards
1 31 (18.13%) Web Services
2 24 (14.04%) CSS
3 21 (12.28%) .NET
3 21 (12.28%) HTML
4 17 (9.94%) RESTful
5 15 (8.77%) Spring
6 14 (8.19%) REST
7 12 (7.02%) jQuery
8 11 (6.43%) AngularJS
9 10 (5.85%) ASP.NET Web API
9 10 (5.85%) Gherkin
10 9 (5.26%) ASP.NET
10 9 (5.26%) HTML5
10 9 (5.26%) React
11 8 (4.68%) .NET Framework
12 7 (4.09%) WSH
13 6 (3.51%) Node.js
13 6 (3.51%) WireMock
14 5 (2.92%) WinForms
15 4 (2.34%) WCF
Miscellaneous
1 35 (20.47%) Computer Science
2 24 (14.04%) Analytical Skills
3 18 (10.53%) Self-Motivation
3 18 (10.53%) User Experience
4 14 (8.19%) Mobile App
5 13 (7.60%) Greenfield Project
6 9 (5.26%) Public Cloud
7 7 (4.09%) Credit Risk
8 5 (2.92%) Fintech
9 4 (2.34%) Data Centre
9 4 (2.34%) Enterprise Cloud
9 4 (2.34%) Management Information System
10 2 (1.17%) Cyberthreat
10 2 (1.17%) Data Structures
10 2 (1.17%) Digital Signage
10 2 (1.17%) Enterprise Software
10 2 (1.17%) Replication
11 1 (0.58%) Algorithms
11 1 (0.58%) Renewable Energy
11 1 (0.58%) Virtual Team
Operating Systems
1 23 (13.45%) Windows
2 16 (9.36%) Windows Server
3 9 (5.26%) Windows Server 2008
4 5 (2.92%) Linux
5 1 (0.58%) Android
5 1 (0.58%) CentOS
5 1 (0.58%) Windows 10
5 1 (0.58%) Windows 7
5 1 (0.58%) Windows Server 2003
5 1 (0.58%) Windows Server 2012
Processes & Methodologies
1 72 (42.11%) Agile Software Development
2 45 (26.32%) Software Engineering
3 42 (24.56%) SDLC
4 36 (21.05%) OO
5 26 (15.20%) Test Automation
6 24 (14.04%) Validation
7 23 (13.45%) Continuous Integration
8 22 (12.87%) Mentoring
9 19 (11.11%) Infrastructure Engineering
10 18 (10.53%) Scrum
11 17 (9.94%) Collaborative Working
11 17 (9.94%) Microservices
12 16 (9.36%) Open Source
13 15 (8.77%) API Testing
13 15 (8.77%) Defect Management
13 15 (8.77%) OOP
13 15 (8.77%) Performance Tuning
13 15 (8.77%) QA Automation
13 15 (8.77%) Test Management
14 14 (8.19%) SOA
Programming Languages
1 60 (35.09%) Java
2 47 (27.49%) C#
3 35 (20.47%) SQL
4 27 (15.79%) JavaScript
5 16 (9.36%) C++
6 12 (7.02%) PowerShell
7 7 (4.09%) VBScript
8 5 (2.92%) T-SQL
9 3 (1.75%) PL/SQL
9 3 (1.75%) Python
10 2 (1.17%) VB.NET
11 1 (0.58%) Groovy
11 1 (0.58%) PHP
11 1 (0.58%) VB
11 1 (0.58%) VBA
Qualifications
1 49 (28.65%) Degree
2 32 (18.71%) Computer Science Degree
3 3 (1.75%) CCNA
3 3 (1.75%) Cisco Certification
3 3 (1.75%) MCSA
3 3 (1.75%) Microsoft Certification
4 2 (1.17%) ITIL Certification
4 2 (1.17%) JNCIA
4 2 (1.17%) MCITP
4 2 (1.17%) MCSE
4 2 (1.17%) Security Cleared
5 1 (0.58%) CEH
5 1 (0.58%) CESG Certified Professional
5 1 (0.58%) DBS Check
5 1 (0.58%) GIAC
5 1 (0.58%) GPEN
5 1 (0.58%) SANS
5 1 (0.58%) SC Cleared
5 1 (0.58%) SSCP
Quality Assurance & Compliance
1 16 (9.36%) QA
2 3 (1.75%) ISO/IEC 27001
2 3 (1.75%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
2 3 (1.75%) SLA
3 2 (1.17%) PMO
4 1 (0.58%) Cyber Essentials
4 1 (0.58%) ISO/IEC 20000
4 1 (0.58%) WCAG
System Software
1 16 (9.36%) Active Directory
2 11 (6.43%) VMware Infrastructure
2 11 (6.43%) vSphere
3 6 (3.51%) HDFS
4 3 (1.75%) Docker
4 3 (1.75%) Hyper-V
5 2 (1.17%) Virtual Machines
5 2 (1.17%) VMware ESXi
6 1 (0.58%) DFS Replication
6 1 (0.58%) vCloud
6 1 (0.58%) Virtual Servers
6 1 (0.58%) XenServer
Systems Management
1 8 (4.68%) SCCM
2 7 (4.09%) McAfee ePO
3 2 (1.17%) Business Desktop Deployment
4 1 (0.58%) Ansible
4 1 (0.58%) Cisco CUCM
4 1 (0.58%) Forefront Identity Manager
4 1 (0.58%) Nagios
4 1 (0.58%) Opscode Chef
4 1 (0.58%) SCOM
4 1 (0.58%) Terraform
Vendors
1 36 (21.05%) Microsoft
2 16 (9.36%) VMware
3 10 (5.85%) Google
3 10 (5.85%) Veeam
4 8 (4.68%) McAfee
5 7 (4.09%) Cisco
5 7 (4.09%) Mitel
6 6 (3.51%) Citrix
6 6 (3.51%) Reuters
6 6 (3.51%) SAP
7 5 (2.92%) Oracle
8 3 (1.75%) Adobe
8 3 (1.75%) NetApp
8 3 (1.75%) Splunk
8 3 (1.75%) Xamarin
9 2 (1.17%) Fortinet
9 2 (1.17%) LogRhythm
10 1 (0.58%) Capita
10 1 (0.58%) Dell
10 1 (0.58%) Red Hat