Period
to 12 December 2018

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Sheffield. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 12 December 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
South Yorkshire > Sheffield
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 41 19 14
Rank change year-on-year -22 -5 +31
Permanent jobs citing Analytical Skills 42 77 100
As % of all permanent IT jobs advertised in Sheffield 5.12% 9.24% 9.97%
As % of the Miscellaneous category 13.00% 28.73% 27.03%
Number of salaries quoted 35 70 83
Sheffield median annual salary £35,000 £46,000 £35,000
Median salary % change year-on-year -23.91% +31.43% -7.28%
10th Percentile £25,000 £24,900 £26,250
90th Percentile £60,578 £60,000 £65,000
South Yorkshire median annual salary £37,500 £40,000 £37,500
% change year-on-year -6.25% +6.67% +5.63%

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 Sheffield with a requirement for generic IT skills.

All Generic IT Skills
Sheffield
Permanent vacancies with a requirement for generic IT skills 323 268 370
As % of all permanent IT jobs advertised in Sheffield 39.34% 32.17% 36.89%
Number of salaries quoted 210 237 316
Sheffield median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - +12.68%
10th Percentile £27,838 £25,000 £26,250
90th Percentile £70,000 £60,000 £61,250
South Yorkshire median annual salary £40,000 £37,500 £40,000
% change year-on-year +6.67% -6.25% +14.29%

Analytical Skills
Job Vacancy Trend in Sheffield

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

Job vacancy trend for Analytical Skills in Sheffield

Analytical Skills
Salary Trend in Sheffield

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

Salary trend for Analytical Skills in Sheffield

Analytical Skills
Salary Histogram in Sheffield

The salary distribution of IT jobs citing Analytical Skills in Sheffield over the 6 months to 12 December 2018.

Salary histogram for Analytical Skills in Sheffield

For the 6 months to 12 December 2018, 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 Sheffield region with a requirement for Analytical Skills.

1 24 (57.14%) Problem-Solving
2 13 (30.95%) Agile Software Development
3 10 (23.81%) Finance
4 9 (21.43%) C#
5 8 (19.05%) SQL
5 8 (19.05%) .NET
5 8 (19.05%) Project Management
6 7 (16.67%) HTML
6 7 (16.67%) Service Delivery
6 7 (16.67%) Degree
6 7 (16.67%) Process Improvement
6 7 (16.67%) User Experience
6 7 (16.67%) Mentoring
7 6 (14.29%) Coaching
7 6 (14.29%) Sitecore
7 6 (14.29%) Stakeholder Management
7 6 (14.29%) Scrum
7 6 (14.29%) ASP.NET
7 6 (14.29%) CSS
7 6 (14.29%) Self-Motivation
8 5 (11.90%) Decision-Making
8 5 (11.90%) Microsoft
8 5 (11.90%) CMS
8 5 (11.90%) Sitecore CMS
8 5 (11.90%) Web Development
8 5 (11.90%) Web Application Development
8 5 (11.90%) R
8 5 (11.90%) DevOps
8 5 (11.90%) Analytics
9 4 (9.52%) Line Management

Analytical Skills
Co-occurring IT Skills in Sheffield 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 5 (11.90%) CMS
1 5 (11.90%) Sitecore CMS
2 4 (9.52%) SAS
3 2 (4.76%) Apache
3 2 (4.76%) Apache Spark
3 2 (4.76%) Elasticsearch
3 2 (4.76%) IBM Notes
3 2 (4.76%) OpenEdge
4 1 (2.38%) Adobe Experience Manager
4 1 (2.38%) Apache Pig
4 1 (2.38%) Confluence
4 1 (2.38%) Mule
4 1 (2.38%) Mule ESB
4 1 (2.38%) nginx
Applications
1 4 (9.52%) Microsoft Excel
2 3 (7.14%) Microsoft Office
2 3 (7.14%) Microsoft PowerPoint
3 1 (2.38%) SPSS
Business Applications
1 3 (7.14%) Dynamics CRM
2 1 (2.38%) PeopleSoft HRMS
Cloud Services
1 3 (7.14%) Amazon AWS
1 3 (7.14%) Microsoft Azure
1 3 (7.14%) SaaS
2 1 (2.38%) Amazon CloudWatch
2 1 (2.38%) AWS Lambda
2 1 (2.38%) Cloudflare
2 1 (2.38%) Google Cloud Platform
2 1 (2.38%) Rackspace Cloud
2 1 (2.38%) Serverless
Communications & Networking
1 3 (7.14%) Skype
1 3 (7.14%) VoIP
2 2 (4.76%) Symposium
3 1 (2.38%) Firewall
3 1 (2.38%) VPN
Database & Business Intelligence
1 3 (7.14%) Hadoop
2 2 (4.76%) Apache Hive
2 2 (4.76%) Base SAS
2 2 (4.76%) MS Access
2 2 (4.76%) QlikView
3 1 (2.38%) Amazon Aurora
3 1 (2.38%) BusinessObjects
3 1 (2.38%) Data Warehouse
3 1 (2.38%) Impala
3 1 (2.38%) MySQL
3 1 (2.38%) NoSQL
3 1 (2.38%) OLAP
3 1 (2.38%) Oracle BI Publisher
3 1 (2.38%) Redis
3 1 (2.38%) Relational Database
3 1 (2.38%) SAS Visual Analytics
3 1 (2.38%) Spotfire
3 1 (2.38%) SQL Server
3 1 (2.38%) SQL Server Integration Services
3 1 (2.38%) SQL Server Reporting Services
Development Applications
1 3 (7.14%) MSI
2 2 (4.76%) Git (software)
2 2 (4.76%) Jenkins
3 1 (2.38%) JIRA
3 1 (2.38%) Subversion
General
1 10 (23.81%) Finance
2 3 (7.14%) Banking
2 3 (7.14%) Manufacturing
3 2 (4.76%) Pharmaceutical
3 2 (4.76%) Retail
4 1 (2.38%) Social Science
Job Titles
1 16 (38.10%) Analyst
2 7 (16.67%) Developer
3 6 (14.29%) IT Manager
4 5 (11.90%) Support Analyst
5 4 (9.52%) .NET Developer
5 4 (9.52%) IT Services Manager
5 4 (9.52%) Service Manager
6 3 (7.14%) 2nd Line Support
6 3 (7.14%) 2nd Line Support Analyst
6 3 (7.14%) Consultant
6 3 (7.14%) Mid-Level .NET Developer
6 3 (7.14%) Senior Analyst
6 3 (7.14%) Test Analyst
7 2 (4.76%) Applications Developer
7 2 (4.76%) Business Analyst
7 2 (4.76%) Business Systems Analyst
7 2 (4.76%) IT Consultant
7 2 (4.76%) Junior
7 2 (4.76%) Senior Manager
7 2 (4.76%) Systems Analyst
Libraries, Frameworks & Software Standards
1 8 (19.05%) .NET
2 7 (16.67%) HTML
3 6 (14.29%) ASP.NET
3 6 (14.29%) CSS
4 4 (9.52%) Middleware
5 2 (4.76%) CSS3
5 2 (4.76%) HTML5
6 1 (2.38%) D3.js
6 1 (2.38%) jQuery
6 1 (2.38%) LDAP
6 1 (2.38%) Natural Language Processing
6 1 (2.38%) Raphaël
6 1 (2.38%) TensorFlow
Miscellaneous
1 7 (16.67%) User Experience
2 6 (14.29%) Self-Motivation
3 2 (4.76%) Biotechnology
3 2 (4.76%) Data Centre
4 1 (2.38%) Analytical Mindset
4 1 (2.38%) Blog
4 1 (2.38%) Client/Server
4 1 (2.38%) Enterprise Software
4 1 (2.38%) Management Information System
4 1 (2.38%) Mobile App
4 1 (2.38%) Semantic Web
Operating Systems
1 2 (4.76%) Linux
1 2 (4.76%) Unix
2 1 (2.38%) Android
2 1 (2.38%) Apple iOS
2 1 (2.38%) Debian
2 1 (2.38%) Fedora
2 1 (2.38%) Red Hat Enterprise Linux
2 1 (2.38%) SUSE
2 1 (2.38%) Ubuntu
Processes & Methodologies
1 24 (57.14%) Problem-Solving
2 13 (30.95%) Agile Software Development
3 8 (19.05%) Project Management
4 7 (16.67%) Mentoring
4 7 (16.67%) Process Improvement
4 7 (16.67%) Service Delivery
5 6 (14.29%) Coaching
5 6 (14.29%) Scrum
5 6 (14.29%) Stakeholder Management
6 5 (11.90%) Analytics
6 5 (11.90%) Decision-Making
6 5 (11.90%) DevOps
6 5 (11.90%) Web Application Development
6 5 (11.90%) Web Development
7 4 (9.52%) Content Management
7 4 (9.52%) Data Analysis
7 4 (9.52%) ITIL
7 4 (9.52%) Line Management
7 4 (9.52%) Portfolio Management
7 4 (9.52%) Service Management
Programming Languages
1 9 (21.43%) C#
2 8 (19.05%) SQL
3 5 (11.90%) R
4 3 (7.14%) C
4 3 (7.14%) Java
4 3 (7.14%) MATLAB
4 3 (7.14%) Python
5 2 (4.76%) Bash Shell
5 2 (4.76%) JavaScript
5 2 (4.76%) Perl
5 2 (4.76%) PHP
5 2 (4.76%) Progress 4GL
5 2 (4.76%) Scala
6 1 (2.38%) C++
6 1 (2.38%) Go
6 1 (2.38%) PowerShell
6 1 (2.38%) Ruby
6 1 (2.38%) VB
6 1 (2.38%) VB6
Qualifications
1 7 (16.67%) Degree
2 3 (7.14%) ISEB
2 3 (7.14%) ISTQB
3 1 (2.38%) Computer Science Degree
3 1 (2.38%) Master's Degree
Quality Assurance & Compliance
1 2 (4.76%) PMO
2 1 (2.38%) SLA
System Software
1 2 (4.76%) Docker
2 1 (2.38%) VMware Infrastructure
Systems Management
1 1 (2.38%) Ambari
1 1 (2.38%) Ansible
1 1 (2.38%) Kubernetes
1 1 (2.38%) logstash
1 1 (2.38%) Opscode Chef
1 1 (2.38%) Puppet
1 1 (2.38%) SCOM
Vendors
1 6 (14.29%) Sitecore
2 5 (11.90%) Microsoft
3 3 (7.14%) ClickSoftware Technologies
4 2 (4.76%) Lotus
4 2 (4.76%) Oracle
4 2 (4.76%) Progress
4 2 (4.76%) Tableau
5 1 (2.38%) Adobe
5 1 (2.38%) AppDynamics
5 1 (2.38%) New Relic
5 1 (2.38%) PagerDuty
5 1 (2.38%) PeopleSoft
5 1 (2.38%) Platfora
5 1 (2.38%) Rackspace
5 1 (2.38%) Red Hat
5 1 (2.38%) Splunk
5 1 (2.38%) VMware