Period
to 20 June 2019

The following table provides summary statistics for permanent job vacancies advertised in Cheltenham 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 20 June 2019 with a comparison to the same period in the previous 2 years.

Problem-Solving
Gloucestershire > Cheltenham
6 months to
20 Jun 2019
Same period 2018 Same period 2017
Rank 19 46 60
Rank change year-on-year +27 +14 -37
Permanent jobs citing Problem-Solving 56 37 18
As % of all permanent IT jobs advertised in Cheltenham 10.61% 6.20% 3.90%
As % of the Processes & Methodologies category 11.76% 6.62% 4.20%
Number of salaries quoted 51 32 15
Cheltenham median annual salary £50,000 £38,500 £37,500
Median salary % change year-on-year +29.87% +2.67% -6.25%
10th Percentile £29,000 £21,500 £21,100
90th Percentile £65,000 £49,750 £71,250
Gloucestershire median annual salary £45,000 £43,500 £37,500
% change year-on-year +3.45% +16.00% -6.25%

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 Cheltenham with a requirement for process or methodology skills.

All Process and Methodology Skills
Cheltenham
Permanent vacancies with a requirement for process or methodology skills 476 559 429
As % of all permanent IT jobs advertised in Cheltenham 90.15% 93.63% 93.06%
Number of salaries quoted 350 484 348
Cheltenham median annual salary £47,500 £40,500 £45,000
Median salary % change year-on-year +17.28% -10.00% -
10th Percentile £28,675 £26,250 £26,225
90th Percentile £65,000 £62,500 £65,000
Gloucestershire median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +5.88% -4.49%

Problem-Solving
Job Vacancy Trend in Cheltenham

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

Job vacancy trend for Problem-Solving in Cheltenham

Problem-Solving
Salary Trend in Cheltenham

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

Salary trend for Problem-Solving in Cheltenham

Problem-Solving
Salary Histogram in Cheltenham

The salary distribution of IT jobs citing Problem-Solving in Cheltenham over the 6 months to 20 June 2019.

Salary histogram for Problem-Solving in Cheltenham

For the 6 months to 20 June 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 Cheltenham region with a requirement for Problem-Solving.

1 27 (48.21%) Analytical Skills
2 26 (46.43%) SQL
3 22 (39.29%) Security Cleared
4 18 (32.14%) Oracle
4 18 (32.14%) SQL Server
4 18 (32.14%) Linux
5 17 (30.36%) Microsoft
5 17 (30.36%) Big Data
6 16 (28.57%) Shell Script
6 16 (28.57%) Unix
6 16 (28.57%) Python
7 15 (26.79%) DV Cleared
7 15 (26.79%) Git (software)
8 14 (25.00%) Red Hat Enterprise Linux
9 13 (23.21%) Windows
10 12 (21.43%) MySQL
10 12 (21.43%) Java
10 12 (21.43%) JSON
11 11 (19.64%) Degree
11 11 (19.64%) PowerShell
11 11 (19.64%) Amazon AWS
11 11 (19.64%) Data Analytics
11 11 (19.64%) Analytics
11 11 (19.64%) MongoDB
11 11 (19.64%) High Availability
11 11 (19.64%) Active Directory
11 11 (19.64%) Disaster Recovery
11 11 (19.64%) Finance
11 11 (19.64%) Enterprise Manager Cloud Control
12 10 (17.86%) Data Science

Problem-Solving
Co-occurring IT Skills in Cheltenham 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 9 (16.07%) Apache Spark
2 8 (14.29%) Apache
3 5 (8.93%) Confluence
3 5 (8.93%) SharePoint
4 4 (7.14%) CMS
4 4 (7.14%) Drupal
5 3 (5.36%) JBoss
5 3 (5.36%) MS Exchange
5 3 (5.36%) Oracle HTTP Server
5 3 (5.36%) Oracle SOA Suite
5 3 (5.36%) WebLogic
6 2 (3.57%) Elasticsearch
7 1 (1.79%) OpenStack
7 1 (1.79%) SAS
7 1 (1.79%) Skype for Business
Applications
1 8 (14.29%) Microsoft Office
1 8 (14.29%) MS Visio
2 3 (5.36%) Microsoft Excel
2 3 (5.36%) Microsoft PowerPoint
2 3 (5.36%) Microsoft Project
3 2 (3.57%) CATIA
3 2 (3.57%) Pro/ENGINEER
3 2 (3.57%) PTC Creo
4 1 (1.79%) SPSS
Business Applications
1 4 (7.14%) Salesforce.com CRM
2 3 (5.36%) Oracle BPM
Cloud Services
1 11 (19.64%) Amazon AWS
2 7 (12.50%) Microsoft Azure
3 5 (8.93%) Office 365
4 4 (7.14%) OpenShift
5 2 (3.57%) AWS CloudFormation
6 1 (1.79%) Google Analytics
6 1 (1.79%) Google Cloud Platform
6 1 (1.79%) OneDrive
Communications & Networking
1 9 (16.07%) DNS
1 9 (16.07%) Firewall
2 4 (7.14%) DHCP
2 4 (7.14%) LAN
2 4 (7.14%) TCP/IP
3 3 (5.36%) HTTP
3 3 (5.36%) OpenVPN
3 3 (5.36%) SAN
3 3 (5.36%) VLAN
3 3 (5.36%) VPN
3 3 (5.36%) WAN
4 1 (1.79%) Cisco ASA
4 1 (1.79%) Cisco Firepower
4 1 (1.79%) Cisco ISE
4 1 (1.79%) Cisco Nexus
4 1 (1.79%) DSL
4 1 (1.79%) HTTPS
4 1 (1.79%) Remote Desktop
4 1 (1.79%) Skype
4 1 (1.79%) VSAN
Database & Business Intelligence
1 18 (32.14%) SQL Server
2 17 (30.36%) Big Data
3 12 (21.43%) MySQL
4 11 (19.64%) MongoDB
5 8 (14.29%) Neo4j
5 8 (14.29%) Oracle Database
5 8 (14.29%) PostgreSQL
6 5 (8.93%) Data Lake
6 5 (8.93%) Hadoop
7 3 (5.36%) Relational Database
8 1 (1.79%) SQL Server Reporting Services
Development Applications
1 15 (26.79%) Git (software)
2 10 (17.86%) Mercurial
3 6 (10.71%) JIRA
4 5 (8.93%) Bitbucket
5 4 (7.14%) Jenkins
6 1 (1.79%) git-flow
6 1 (1.79%) JUnit
6 1 (1.79%) Subversion
General
1 11 (19.64%) Finance
2 8 (14.29%) Retail
3 3 (5.36%) Games
3 3 (5.36%) Publishing
Job Titles
1 11 (19.64%) Administrator
2 9 (16.07%) Analyst
3 8 (14.29%) Business Analyst
3 8 (14.29%) DBA
3 8 (14.29%) DV Cleared DBA
4 6 (10.71%) IT Engineer
5 5 (8.93%) Data Engineer
5 5 (8.93%) Data Scientist
6 4 (7.14%) Architect
6 4 (7.14%) Infrastructure Engineer
6 4 (7.14%) Solutions Architect
7 3 (5.36%) 2nd Line Support
7 3 (5.36%) Consultant
7 3 (5.36%) Coordinator
7 3 (5.36%) Linux Engineer
7 3 (5.36%) Middleware Administrator
7 3 (5.36%) Senior DBA
7 3 (5.36%) Senior Infrastructure Engineer
7 3 (5.36%) Senior Linux Engineer
7 3 (5.36%) Service Delivery Coordinator
Libraries, Frameworks & Software Standards
1 12 (21.43%) JSON
2 10 (17.86%) Pandas
2 10 (17.86%) scikit-learn
2 10 (17.86%) SciPy
3 8 (14.29%) Natural Language Processing
4 6 (10.71%) .NET
4 6 (10.71%) Kafka
4 6 (10.71%) Middleware
4 6 (10.71%) XML
5 5 (8.93%) Apache Avro
6 3 (5.36%) Java EE
7 2 (3.57%) AngularJS
7 2 (3.57%) ASP.NET
7 2 (3.57%) CSS
7 2 (3.57%) HTML
7 2 (3.57%) React
8 1 (1.79%) Entity Framework
8 1 (1.79%) Node.js
8 1 (1.79%) Spring
8 1 (1.79%) Web Services
Miscellaneous
1 27 (48.21%) Analytical Skills
2 10 (17.86%) Algorithms
2 10 (17.86%) Clustering
3 8 (14.29%) Replication
4 3 (5.36%) Blog
4 3 (5.36%) Cloud Native
4 3 (5.36%) PKI
5 2 (3.57%) Management Information System
5 2 (3.57%) Self-Motivation
6 1 (1.79%) CCTV
6 1 (1.79%) Client/Server
6 1 (1.79%) User Experience
Operating Systems
1 18 (32.14%) Linux
2 16 (28.57%) Unix
3 14 (25.00%) Red Hat Enterprise Linux
4 13 (23.21%) Windows
5 7 (12.50%) Windows Server
6 4 (7.14%) CentOS
7 3 (5.36%) Debian
7 3 (5.36%) Ubuntu
8 2 (3.57%) Windows Server 2008
9 1 (1.79%) Android
9 1 (1.79%) Apple iOS
9 1 (1.79%) Windows 10
9 1 (1.79%) Windows Server 2012
Processes & Methodologies
1 11 (19.64%) Analytics
1 11 (19.64%) Data Analytics
1 11 (19.64%) Disaster Recovery
1 11 (19.64%) High Availability
2 10 (17.86%) Data Analysis
2 10 (17.86%) Data Science
2 10 (17.86%) DevOps
2 10 (17.86%) ITIL
2 10 (17.86%) Machine Learning
2 10 (17.86%) Root Cause Analysis
3 9 (16.07%) Agile Software Development
3 9 (16.07%) Mentoring
3 9 (16.07%) Service Delivery
4 8 (14.29%) Business Analysis
4 8 (14.29%) Data Security
4 8 (14.29%) SDLC
4 8 (14.29%) Task Automation
5 7 (12.50%) CRM
5 7 (12.50%) Project Management
5 7 (12.50%) Translating Business Requirements
Programming Languages
1 26 (46.43%) SQL
2 16 (28.57%) Python
2 16 (28.57%) Shell Script
3 12 (21.43%) Java
4 11 (19.64%) PowerShell
5 8 (14.29%) Cypher
5 8 (14.29%) Scala
6 5 (8.93%) Bash Shell
6 5 (8.93%) Clojure
7 2 (3.57%) JavaScript
7 2 (3.57%) MATLAB
8 1 (1.79%) C#
8 1 (1.79%) R
Qualifications
1 22 (39.29%) Security Cleared
2 15 (26.79%) DV Cleared
3 11 (19.64%) Degree
4 5 (8.93%) Cisco Certification
5 4 (7.14%) SC Cleared
6 3 (5.36%) CCNP
6 3 (5.36%) ITIL Certification
7 2 (3.57%) MCSE
7 2 (3.57%) Microsoft Certification
7 2 (3.57%) PhD
8 1 (1.79%) CCIE
8 1 (1.79%) CCIE Routing and Switching
8 1 (1.79%) CCNA
8 1 (1.79%) CISSP
8 1 (1.79%) GIAC
8 1 (1.79%) Linux+ Certification
8 1 (1.79%) MCITP
8 1 (1.79%) MCSA
8 1 (1.79%) Network+ Certification
8 1 (1.79%) SSCP
Quality Assurance & Compliance
1 8 (14.29%) Data Quality
2 1 (1.79%) SLA
System Software
1 11 (19.64%) Active Directory
2 8 (14.29%) Oracle RAC
3 7 (12.50%) Docker
4 5 (8.93%) VMware Infrastructure
5 4 (7.14%) Hyper-V
6 1 (1.79%) VirtualBox
6 1 (1.79%) VMware ESXi
Systems Management
1 11 (19.64%) Enterprise Manager Cloud Control
2 4 (7.14%) Ansible
3 3 (5.36%) Puppet
4 2 (3.57%) Kubernetes
4 2 (3.57%) Opscode Chef
5 1 (1.79%) SCCM
5 1 (1.79%) vRealize
Vendors
1 18 (32.14%) Oracle
2 17 (30.36%) Microsoft
3 9 (16.07%) HP
4 8 (14.29%) Sybase
4 8 (14.29%) VMware
5 6 (10.71%) Cisco
6 4 (7.14%) Atlassian
6 4 (7.14%) Draytek
6 4 (7.14%) Fortinet
6 4 (7.14%) MuleSoft
6 4 (7.14%) Red Hat
6 4 (7.14%) Salesforce.com
7 3 (5.36%) SolarWinds
7 3 (5.36%) SonicWALL
8 2 (3.57%) ANSYS
8 2 (3.57%) Google
9 1 (1.79%) Citrix
9 1 (1.79%) Sophos
9 1 (1.79%) Tableau
9 1 (1.79%) Veeam