Period
to 22 May 2019

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Cheltenham. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 22 May 2019 with a comparison to the same period over the previous 2 years.

Analytical Skills
Gloucestershire > Cheltenham
6 months to
22 May 2019
Same period 2018 Same period 2017
Rank 21 62 28
Rank change year-on-year +41 -34 +2
Permanent jobs citing Analytical Skills 48 12 49
As % of all permanent IT jobs advertised in Cheltenham 9.92% 2.14% 10.12%
As % of the Miscellaneous category 20.60% 6.67% 31.01%
Number of salaries quoted 32 3 46
Cheltenham median annual salary £50,000 £39,500 £38,750
Median salary % change year-on-year +26.58% +1.94% -20.92%
10th Percentile £41,250 £37,750 £19,500
90th Percentile £69,500 £62,250 £60,000
Gloucestershire median annual salary £45,000 £42,000 £40,000
% change year-on-year +7.14% +5.00% -15.79%

Analytical Skills is in the Generic IT Skills 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 generic IT skills.

All Generic IT Skills
Cheltenham
Permanent vacancies with a requirement for generic IT skills 233 180 158
As % of all permanent IT jobs advertised in Cheltenham 48.14% 32.14% 32.64%
Number of salaries quoted 182 146 140
Cheltenham median annual salary £45,000 £34,040 £45,000
Median salary % change year-on-year +32.20% -24.36% -5.26%
10th Percentile £27,888 £17,750 £21,250
90th Percentile £65,000 £58,750 £60,000
Gloucestershire median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -11.11%

Analytical Skills
Job Vacancy Trend in Cheltenham

Job postings citing Analytical Skills as a percentage of all IT jobs advertised in Cheltenham.

Job vacancy trend for Analytical Skills in Cheltenham

Analytical Skills
Salary Trend in Cheltenham

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

Salary trend for Analytical Skills in Cheltenham

Analytical Skills
Salary Histogram in Cheltenham

The salary distribution of IT jobs citing Analytical Skills in Cheltenham over the 6 months to 22 May 2019.

Salary histogram for Analytical Skills in Cheltenham

For the 6 months to 22 May 2019, IT jobs citing Analytical Skills 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 Analytical Skills.

1 28 (58.33%) Problem-Solving
2 23 (47.92%) DV Cleared
2 23 (47.92%) Security Cleared
3 22 (45.83%) SQL
4 17 (35.42%) Oracle
5 16 (33.33%) SQL Server
6 15 (31.25%) Big Data
7 14 (29.17%) Python
8 13 (27.08%) Linux
9 12 (25.00%) R
10 11 (22.92%) High Availability
10 11 (22.92%) MongoDB
10 11 (22.92%) Enterprise Manager Cloud Control
10 11 (22.92%) Disaster Recovery
10 11 (22.92%) MySQL
10 11 (22.92%) Red Hat Enterprise Linux
11 10 (20.83%) PowerShell
11 10 (20.83%) Clustering
11 10 (20.83%) Agile Software Development
11 10 (20.83%) ITIL
11 10 (20.83%) Microsoft
12 9 (18.75%) HP
12 9 (18.75%) Windows
12 9 (18.75%) Analytics
13 8 (16.67%) Business Transformation
13 8 (16.67%) Oracle Database
13 8 (16.67%) Docker
13 8 (16.67%) Cyberthreat
13 8 (16.67%) Programme Delivery
13 8 (16.67%) Task Automation

Analytical Skills
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 6 (12.50%) Apache
2 4 (8.33%) Apache Spark
2 4 (8.33%) SharePoint
3 3 (6.25%) CMS
3 3 (6.25%) Confluence
3 3 (6.25%) Drupal
3 3 (6.25%) JBoss
3 3 (6.25%) Oracle HTTP Server
3 3 (6.25%) Oracle SOA Suite
3 3 (6.25%) WebLogic
4 2 (4.17%) SAS
5 1 (2.08%) Elasticsearch
5 1 (2.08%) Skype for Business
Applications
1 4 (8.33%) Microsoft Office
1 4 (8.33%) MS Visio
2 3 (6.25%) Microsoft Excel
2 3 (6.25%) Microsoft PowerPoint
2 3 (6.25%) Microsoft Project
3 2 (4.17%) CATIA
3 2 (4.17%) Pro/ENGINEER
3 2 (4.17%) PTC Creo
3 2 (4.17%) SPSS
4 1 (2.08%) Gephi
Business Applications
1 3 (6.25%) Oracle BPM
1 3 (6.25%) Salesforce.com CRM
Cloud Services
1 5 (10.42%) Microsoft Azure
2 4 (8.33%) Office 365
3 3 (6.25%) Amazon AWS
3 3 (6.25%) OpenShift
4 2 (4.17%) AWS CloudFormation
4 2 (4.17%) Google Analytics
5 1 (2.08%) OneDrive
5 1 (2.08%) Power Platform
Communications & Networking
1 5 (10.42%) DNS
2 4 (8.33%) HTTP
3 2 (4.17%) Firewall
4 1 (2.08%) DSL
4 1 (2.08%) Ethernet
4 1 (2.08%) MPLS
4 1 (2.08%) Remote Desktop
4 1 (2.08%) Skype
4 1 (2.08%) SSL
4 1 (2.08%) VPN
Database & Business Intelligence
1 16 (33.33%) SQL Server
2 15 (31.25%) Big Data
3 11 (22.92%) MongoDB
3 11 (22.92%) MySQL
4 8 (16.67%) Oracle Database
4 8 (16.67%) PostgreSQL
5 5 (10.42%) SQL Server Integration Services
6 3 (6.25%) Data Warehouse
6 3 (6.25%) Relational Database
7 1 (2.08%) Apache Hive
7 1 (2.08%) Impala
7 1 (2.08%) Power BI
Development Applications
1 6 (12.50%) Git (software)
2 3 (6.25%) Bitbucket
2 3 (6.25%) Jenkins
2 3 (6.25%) JIRA
General
1 4 (8.33%) Finance
Job Titles
1 12 (25.00%) Analyst
2 11 (22.92%) Administrator
3 8 (16.67%) Data Analyst
3 8 (16.67%) DBA
3 8 (16.67%) DV Cleared DBA
4 6 (12.50%) Architect
4 6 (12.50%) Solutions Architect
5 5 (10.42%) Systems Engineer
6 4 (8.33%) Business Analyst
7 3 (6.25%) Coordinator
7 3 (6.25%) Data Engineer
7 3 (6.25%) Middleware Administrator
7 3 (6.25%) Senior Data Engineer
7 3 (6.25%) Senior DBA
7 3 (6.25%) Service Delivery Coordinator
8 2 (4.17%) Applications Engineer
8 2 (4.17%) DevOps Engineer
8 2 (4.17%) IT Engineer
8 2 (4.17%) Operations Engineer
8 2 (4.17%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 8 (16.67%) .NET
2 6 (12.50%) Middleware
2 6 (12.50%) XML
3 3 (6.25%) Apache NiFi
3 3 (6.25%) Java EE
3 3 (6.25%) JSON
3 3 (6.25%) YAML
4 1 (2.08%) Elastic Stack
4 1 (2.08%) Kafka
Miscellaneous
1 10 (20.83%) Clustering
2 8 (16.67%) Cyberthreat
2 8 (16.67%) Replication
3 3 (6.25%) Cloud Native
3 3 (6.25%) PKI
4 2 (4.17%) Management Information System
4 2 (4.17%) Self-Motivation
5 1 (2.08%) Client/Server
5 1 (2.08%) Cybercrime
5 1 (2.08%) Fintech
Operating Systems
1 13 (27.08%) Linux
2 11 (22.92%) Red Hat Enterprise Linux
3 9 (18.75%) Windows
4 8 (16.67%) Unix
5 6 (12.50%) Windows Server
6 2 (4.17%) Windows Server 2008
7 1 (2.08%) Windows 10
7 1 (2.08%) Windows Server 2012
Processes & Methodologies
1 28 (58.33%) Problem-Solving
2 11 (22.92%) Disaster Recovery
2 11 (22.92%) High Availability
3 10 (20.83%) Agile Software Development
3 10 (20.83%) ITIL
4 9 (18.75%) Analytics
5 8 (16.67%) Business Transformation
5 8 (16.67%) Data Security
5 8 (16.67%) Programme Delivery
5 8 (16.67%) Task Automation
6 7 (14.58%) Project Management
7 6 (12.50%) CRM
7 6 (12.50%) Data Science
7 6 (12.50%) IT Strategy
7 6 (12.50%) ITIL V3
7 6 (12.50%) Translating Business Requirements
7 6 (12.50%) Use Case
8 5 (10.42%) Data Transformation
8 5 (10.42%) Mathematics
8 5 (10.42%) Mentoring
Programming Languages
1 22 (45.83%) SQL
2 14 (29.17%) Python
3 12 (25.00%) R
4 10 (20.83%) PowerShell
5 8 (16.67%) Java
5 8 (16.67%) Shell Script
6 3 (6.25%) Bash Shell
7 2 (4.17%) MATLAB
Qualifications
1 23 (47.92%) DV Cleared
1 23 (47.92%) Security Cleared
2 7 (14.58%) Degree
3 3 (6.25%) ITIL Certification
4 2 (4.17%) MCSE
4 2 (4.17%) Microsoft Certification
5 1 (2.08%) ISEB
5 1 (2.08%) MCITP
5 1 (2.08%) MCP
5 1 (2.08%) MCSA
Quality Assurance & Compliance
1 1 (2.08%) SLA
System Software
1 8 (16.67%) Active Directory
1 8 (16.67%) Docker
1 8 (16.67%) Oracle RAC
2 2 (4.17%) Hyper-V
2 2 (4.17%) VMware Infrastructure
3 1 (2.08%) Apache Flume
Systems Management
1 11 (22.92%) Enterprise Manager Cloud Control
2 3 (6.25%) Ansible
3 2 (4.17%) Opscode Chef
3 2 (4.17%) Puppet
4 1 (2.08%) Kibana
4 1 (2.08%) Oozie
Vendors
1 17 (35.42%) Oracle
2 10 (20.83%) Microsoft
3 9 (18.75%) HP
4 8 (16.67%) Sybase
5 5 (10.42%) Alteryx
5 5 (10.42%) Talend
6 3 (6.25%) Atlassian
6 3 (6.25%) MuleSoft
6 3 (6.25%) Red Hat
6 3 (6.25%) Salesforce.com
7 2 (4.17%) ANSYS
7 2 (4.17%) Google
7 2 (4.17%) Tableau
7 2 (4.17%) VMware
8 1 (2.08%) Citrix
8 1 (2.08%) Draytek
8 1 (2.08%) Fortinet
8 1 (2.08%) Sophos
8 1 (2.08%) Splunk
8 1 (2.08%) Veeam