Period
to 18 January 2019

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 January 2019 with a comparison to the same period in the previous 2 years.

Problem-Solving
East Midlands > Nottinghamshire
6 months to
18 Jan 2019
Same period 2018 Same period 2017
Rank 19 14 27
Rank change year-on-year -5 +13 -6
Permanent jobs citing Problem-Solving 153 269 206
As % of all permanent IT jobs advertised in Nottinghamshire 10.68% 13.54% 9.06%
As % of the Processes & Methodologies category 11.40% 14.51% 10.01%
Number of salaries quoted 105 209 181
Nottinghamshire median annual salary £42,500 £42,500 £42,500
10th Percentile £27,500 £27,500 £23,000
90th Percentile £75,000 £65,000 £82,500
East Midlands median annual salary £42,500 £38,000 £40,500
% change year-on-year +11.84% -6.17% +8.00%

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 1,342 1,854 2,057
As % of all permanent IT jobs advertised in Nottinghamshire 93.65% 93.35% 90.50%
Number of salaries quoted 1,060 1,624 1,650
Nottinghamshire median annual salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.53% +10.39%
10th Percentile £27,500 £27,500 £27,500
90th Percentile £72,500 £68,750 £70,000
East Midlands median annual salary £42,500 £40,000 £42,500
% change year-on-year +6.25% -5.88% +6.25%

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 January 2019.

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 January 2019. 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 -5 126 £42,500 - 49
Mansfield -9 3 £21,000 -47.50% 5
Worksop +2 1 £39,000 +9.86%
Problem-Solving
East Midlands

For the 6 months to 18 January 2019, 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 69 (45.10%) Java
2 62 (40.52%) Agile Software Development
3 57 (37.25%) Degree
4 46 (30.07%) Software Engineering
5 45 (29.41%) Amazon AWS
6 44 (28.76%) SQL
6 44 (28.76%) OO
6 44 (28.76%) Finance
7 36 (23.53%) SDLC
8 35 (22.88%) C#
8 35 (22.88%) Computer Science
9 34 (22.22%) Analytical Skills
10 33 (21.57%) Computer Science Degree
11 32 (20.92%) Web Services
12 30 (19.61%) HTTP
13 29 (18.95%) Test Automation
14 28 (18.30%) Microsoft
14 28 (18.30%) Banking
15 23 (15.03%) Selenium
15 23 (15.03%) Microsoft Azure
16 22 (14.38%) Analytics
16 22 (14.38%) Marketing
17 21 (13.73%) JIRA
17 21 (13.73%) Maven
18 20 (13.07%) Retail
18 20 (13.07%) Validation
18 20 (13.07%) JavaScript
19 18 (11.76%) RESTful
19 18 (11.76%) REST
19 18 (11.76%) Microservices

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 15 (9.80%) Apache Spark
2 9 (5.88%) Elasticsearch
3 8 (5.23%) MQSeries
4 5 (3.27%) Confluence
5 4 (2.61%) Adobe Experience Manager
5 4 (2.61%) OpenStack
5 4 (2.61%) SharePoint
6 2 (1.31%) Exchange Server 2010
6 2 (1.31%) MS Exchange
6 2 (1.31%) Skype for Business
7 1 (0.65%) Exchange Server 2013
7 1 (0.65%) Marvel
7 1 (0.65%) SAS
Applications
1 11 (7.19%) Microsoft Office
2 8 (5.23%) Microsoft Excel
3 3 (1.96%) Microsoft PowerPoint
Business Applications
1 1 (0.65%) OPENHousing
1 1 (0.65%) SAP ECC
1 1 (0.65%) SAP MM
1 1 (0.65%) SAP S/4HANA
Cloud Services
1 45 (29.41%) Amazon AWS
2 23 (15.03%) Microsoft Azure
3 13 (8.50%) Google Cloud Platform
4 7 (4.58%) Office 365
5 5 (3.27%) SaaS
6 4 (2.61%) GitHub
6 4 (2.61%) IaaS
6 4 (2.61%) PaaS
7 1 (0.65%) Azure Active Directory
7 1 (0.65%) Cloud Computing
7 1 (0.65%) OpenShift
Communications & Networking
1 30 (19.61%) HTTP
2 6 (3.92%) Network Security
2 6 (3.92%) Wireless
3 5 (3.27%) DNS
4 4 (2.61%) Firewall
4 4 (2.61%) IPv4
4 4 (2.61%) IPv6
5 3 (1.96%) IPsec
5 3 (1.96%) MPLS
5 3 (1.96%) Unified Communications
5 3 (1.96%) VPN
6 2 (1.31%) Broadband
6 2 (1.31%) Cisco ASA
6 2 (1.31%) DMVPN
6 2 (1.31%) Ethernet
6 2 (1.31%) HSRP
6 2 (1.31%) Skype
6 2 (1.31%) SSL
6 2 (1.31%) TCP/IP
6 2 (1.31%) WAAS
Database & Business Intelligence
1 17 (11.11%) SQL Server
2 16 (10.46%) Big Data
3 15 (9.80%) HBase
4 9 (5.88%) Flink
4 9 (5.88%) Hadoop
5 6 (3.92%) Apache Hive
5 6 (3.92%) Impala
5 6 (3.92%) NoSQL
5 6 (3.92%) SQL Server Integration Services
6 4 (2.61%) MySQL
7 3 (1.96%) SQL Server 2008
8 2 (1.31%) PostgreSQL
8 2 (1.31%) SQL Server 2012
9 1 (0.65%) Power BI
9 1 (0.65%) Relational Database
Development Applications
1 23 (15.03%) Selenium
2 21 (13.73%) JIRA
2 21 (13.73%) Maven
3 15 (9.80%) JMeter
3 15 (9.80%) SoapUI
3 15 (9.80%) WebDriver
3 15 (9.80%) Zephyr
4 7 (4.58%) Git (software)
4 7 (4.58%) Jenkins
5 6 (3.92%) Cucumber
5 6 (3.92%) Gatling
5 6 (3.92%) Gradle
6 2 (1.31%) Team Foundation Server
6 2 (1.31%) Visual Studio
7 1 (0.65%) Axure RP
7 1 (0.65%) Bitbucket
7 1 (0.65%) MSBuild
7 1 (0.65%) SQL Server Management Studio (SSMS)
General
1 44 (28.76%) Finance
2 28 (18.30%) Banking
3 22 (14.38%) Marketing
4 20 (13.07%) Retail
5 4 (2.61%) Manufacturing
5 4 (2.61%) Telecoms
6 3 (1.96%) Electronics
7 2 (1.31%) Legal
8 1 (0.65%) Aerospace
8 1 (0.65%) Automotive
8 1 (0.65%) Law
8 1 (0.65%) Pharmaceutical
Job Titles
1 34 (22.22%) Developer
2 30 (19.61%) Analyst
3 25 (16.34%) Software Engineer
4 20 (13.07%) Development Engineer
4 20 (13.07%) Software Development Engineer
5 15 (9.80%) Java Engineer
5 15 (9.80%) QA Engineer
6 12 (7.84%) Senior QA Engineer
7 11 (7.19%) .NET Developer
7 11 (7.19%) C# Developer
7 11 (7.19%) QA Automation Engineer
7 11 (7.19%) Software Developer
8 10 (6.54%) Senior Java Engineer
9 9 (5.88%) Big Data Engineer
9 9 (5.88%) Business Analyst
9 9 (5.88%) Senior Developer
9 9 (5.88%) Test Analyst
10 8 (5.23%) Automation Test Analyst
11 7 (4.58%) Senior Test Engineer
11 7 (4.58%) Test Engineer
Libraries, Frameworks & Software Standards
1 32 (20.92%) Web Services
2 18 (11.76%) CSS
2 18 (11.76%) REST
2 18 (11.76%) RESTful
3 17 (11.11%) .NET
4 14 (9.15%) HTML
4 14 (9.15%) Spring
5 9 (5.88%) ASP.NET Web API
5 9 (5.88%) React
6 8 (5.23%) jQuery
7 7 (4.58%) HTML5
8 6 (3.92%) .NET Framework
8 6 (3.92%) Gherkin
8 6 (3.92%) Node.js
8 6 (3.92%) WireMock
9 5 (3.27%) JSON
10 4 (2.61%) ASP.NET
10 4 (2.61%) CSS3
10 4 (2.61%) Protocol Buffers
10 4 (2.61%) XML
Miscellaneous
1 34 (22.22%) Analytical Skills
2 16 (10.46%) Greenfield Project
3 14 (9.15%) Mobile App
3 14 (9.15%) User Experience
4 9 (5.88%) Public Cloud
5 6 (3.92%) Data Centre
6 5 (3.27%) Self-Motivation
6 5 (3.27%) Smart Meter
7 4 (2.61%) Credit Risk
7 4 (2.61%) Enterprise Cloud
7 4 (2.61%) Hybrid Cloud
7 4 (2.61%) Robotics
8 3 (1.96%) Algorithms
8 3 (1.96%) Fintech
9 2 (1.31%) Analytical Mindset
9 2 (1.31%) Data Structures
9 2 (1.31%) Digital Signage
9 2 (1.31%) Enterprise Software
9 2 (1.31%) Management Information System
10 1 (0.65%) Replication
Operating Systems
1 8 (5.23%) Linux
2 5 (3.27%) Windows
3 3 (1.96%) Windows Server
4 2 (1.31%) Windows 10
4 2 (1.31%) Windows Server 2008
5 1 (0.65%) Android
5 1 (0.65%) CentOS
5 1 (0.65%) Windows Server 2003
5 1 (0.65%) Windows Server 2012
Processes & Methodologies
1 62 (40.52%) Agile Software Development
2 46 (30.07%) Software Engineering
3 44 (28.76%) OO
4 36 (23.53%) SDLC
5 35 (22.88%) Computer Science
6 29 (18.95%) Test Automation
7 22 (14.38%) Analytics
8 20 (13.07%) Validation
9 18 (11.76%) Microservices
9 18 (11.76%) SOA
10 16 (10.46%) Continuous Integration
10 16 (10.46%) Technical Leadership
11 15 (9.80%) API Testing
11 15 (9.80%) Collaborative Working
11 15 (9.80%) Defect Management
11 15 (9.80%) Mentoring
11 15 (9.80%) OOP
11 15 (9.80%) QA Automation
11 15 (9.80%) Test Management
11 15 (9.80%) Time Management
Programming Languages
1 69 (45.10%) Java
2 44 (28.76%) SQL
3 35 (22.88%) C#
4 20 (13.07%) JavaScript
5 15 (9.80%) C++
6 10 (6.54%) PL/SQL
6 10 (6.54%) Python
7 6 (3.92%) PowerShell
8 4 (2.61%) Go
8 4 (2.61%) Perl
8 4 (2.61%) Ruby
8 4 (2.61%) VBScript
9 3 (1.96%) T-SQL
10 2 (1.31%) VB.NET
11 1 (0.65%) Groovy
11 1 (0.65%) PHP
11 1 (0.65%) VB
11 1 (0.65%) VBA
Qualifications
1 57 (37.25%) Degree
2 33 (21.57%) Computer Science Degree
3 8 (5.23%) ISTQB
3 8 (5.23%) ISTQB Foundation Certification
4 4 (2.61%) CISM
4 4 (2.61%) CISSP
4 4 (2.61%) CompTIA Security+
5 2 (1.31%) CCNA
5 2 (1.31%) Cisco Certification
5 2 (1.31%) ITIL Certification
5 2 (1.31%) JNCIA
5 2 (1.31%) Numerate Degree
6 1 (0.65%) DBS Check
6 1 (0.65%) SC Cleared
6 1 (0.65%) Security Cleared
Quality Assurance & Compliance
1 16 (10.46%) QA
2 6 (3.92%) SLA
3 2 (1.31%) ISO/IEC 20000
4 1 (0.65%) ISO/IEC 27001
System Software
1 7 (4.58%) Docker
2 6 (3.92%) HDFS
3 3 (1.96%) VMware Infrastructure
4 2 (1.31%) Active Directory
4 2 (1.31%) Virtual Machines
4 2 (1.31%) VMware ESXi
5 1 (0.65%) DFS Replication
5 1 (0.65%) Hyper-V
5 1 (0.65%) vCloud
5 1 (0.65%) vSphere
5 1 (0.65%) XenServer
Systems Management
1 4 (2.61%) Kubernetes
1 4 (2.61%) Norton AntiVirus
2 1 (0.65%) Ansible
2 1 (0.65%) Cisco CUCM
2 1 (0.65%) Forefront Identity Manager
2 1 (0.65%) Opscode Chef
2 1 (0.65%) SCCM
2 1 (0.65%) SCOM
2 1 (0.65%) Terraform
Vendors
1 28 (18.30%) Microsoft
2 14 (9.15%) Google
3 13 (8.50%) Oracle
4 6 (3.92%) CheckPoint
4 6 (3.92%) Reuters
5 5 (3.27%) McAfee
6 4 (2.61%) Adobe
6 4 (2.61%) Cisco
6 4 (2.61%) Citrix
6 4 (2.61%) F5
6 4 (2.61%) Remedy
6 4 (2.61%) SAP
6 4 (2.61%) Symantec
6 4 (2.61%) VMware
7 2 (1.31%) Fortinet
7 2 (1.31%) JDA
7 2 (1.31%) Veeam
8 1 (0.65%) Capita
8 1 (0.65%) NetApp
8 1 (0.65%) Red Hat