Period
to 20 July 2019

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in South Yorkshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 20 July 2019 with a comparison to the same period over the previous 2 years.

Analytical Skills
Yorkshire > South Yorkshire
6 months to
20 Jul 2019
Same period 2018 Same period 2017
Rank 33 25 34
Rank change year-on-year -8 +9 -9
Permanent jobs citing Analytical Skills 83 108 92
As % of all permanent IT jobs advertised in South Yorkshire 7.12% 8.16% 6.66%
As % of the Miscellaneous category 17.89% 22.00% 18.74%
Number of salaries quoted 66 82 57
South Yorkshire median annual salary £31,750 £37,500 £40,000
Median salary % change year-on-year -15.33% -6.25% +6.67%
10th Percentile £26,250 £25,000 £32,750
90th Percentile £57,000 £60,000 £55,500
Yorkshire median annual salary £40,000 £40,000 £40,000

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 South Yorkshire with a requirement for generic IT skills.

All Generic IT Skills
South Yorkshire
Permanent vacancies with a requirement for generic IT skills 464 491 491
As % of all permanent IT jobs advertised in South Yorkshire 39.83% 37.08% 35.53%
Number of salaries quoted 386 393 408
South Yorkshire median annual salary £38,625 £42,000 £40,000
Median salary % change year-on-year -8.04% +5.00% +6.67%
10th Percentile £26,250 £27,100 £26,250
90th Percentile £59,375 £58,750 £60,000
Yorkshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

Analytical Skills
Job Vacancy Trend in South Yorkshire

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

Job vacancy trend for Analytical Skills in South Yorkshire

Analytical Skills
Salary Trend in South Yorkshire

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

Salary trend for Analytical Skills in South Yorkshire

Analytical Skills
Salary Histogram in South Yorkshire

The salary distribution of IT jobs citing Analytical Skills in South Yorkshire over the 6 months to 20 July 2019.

Salary histogram for Analytical Skills in South Yorkshire

Analytical Skills
Job Locations in South Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the South Yorkshire region over the 6 months to 20 July 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
Sheffield -21 46 £32,500 -18.75% 23
Doncaster +18 31 £31,500 -16.00% 8
Rotherham -1 2 £32,500 +41.30%
Barnsley - 2 £37,409 - 6
Analytical Skills
Yorkshire

For the 6 months to 20 July 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 South Yorkshire region with a requirement for Analytical Skills.

1 24 (28.92%) SQL
1 24 (28.92%) Problem-Solving
2 19 (22.89%) Oracle
2 19 (22.89%) SQL Server
3 18 (21.69%) ITIL
3 18 (21.69%) Degree
3 18 (21.69%) Analytical Mindset
4 17 (20.48%) CRM
5 16 (19.28%) Microsoft
5 16 (19.28%) Agile Software Development
6 15 (18.07%) Finance
6 15 (18.07%) C#
7 14 (16.87%) Windows
7 14 (16.87%) Business Intelligence
8 13 (15.66%) SQL Server Reporting Services
8 13 (15.66%) .NET
9 12 (14.46%) HTML
9 12 (14.46%) CSS
9 12 (14.46%) Continuous Improvement
10 11 (13.25%) Data Governance
10 11 (13.25%) SQL Server Integration Services
11 10 (12.05%) Microsoft Azure
11 10 (12.05%) SQL Server Analysis Services
11 10 (12.05%) Analytics
11 10 (12.05%) JavaScript
12 9 (10.84%) Unix
12 9 (10.84%) MS Access
13 8 (9.64%) CISSP
13 8 (9.64%) Salesforce.com
13 8 (9.64%) Microsoft Excel

Analytical Skills
Co-occurring IT Skills in South Yorkshire 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 (7.23%) CMS
2 5 (6.02%) IIS
2 5 (6.02%) SAS
2 5 (6.02%) WordPress
3 2 (2.41%) WebSphere
4 1 (1.20%) Apache Pig
4 1 (1.20%) IBM Notes
4 1 (1.20%) Sitecore CMS
4 1 (1.20%) Skype for Business
4 1 (1.20%) WebSphere Application Server
Applications
1 8 (9.64%) Microsoft Excel
2 5 (6.02%) Photoshop
3 2 (2.41%) Microsoft Office
4 1 (1.20%) Microsoft PowerPoint
4 1 (1.20%) Weka
Business Applications
1 1 (1.20%) NetSuite
Cloud Services
1 10 (12.05%) Microsoft Azure
2 3 (3.61%) Power Platform
3 2 (2.41%) Amazon AWS
3 2 (2.41%) Office 365
3 2 (2.41%) SaaS
4 1 (1.20%) Google Cloud Platform
4 1 (1.20%) Heroku
4 1 (1.20%) PowerApps
Communications & Networking
1 2 (2.41%) Internet
2 1 (1.20%) Ethernet
2 1 (1.20%) Modbus
2 1 (1.20%) SAN
2 1 (1.20%) SSL
2 1 (1.20%) TCP/IP
Database & Business Intelligence
1 19 (22.89%) SQL Server
2 13 (15.66%) SQL Server Reporting Services
3 11 (13.25%) SQL Server Integration Services
4 10 (12.05%) SQL Server Analysis Services
5 9 (10.84%) MS Access
6 5 (6.02%) BusinessObjects
7 4 (4.82%) BusinessObjects Web Intelligence
7 4 (4.82%) Data Warehouse
7 4 (4.82%) OLAP
7 4 (4.82%) Oracle Database
7 4 (4.82%) Star Schema
8 3 (3.61%) Data Mining
9 2 (2.41%) Big Data
9 2 (2.41%) FileMaker
9 2 (2.41%) Power BI
10 1 (1.20%) Apache Hive
10 1 (1.20%) Hadoop
10 1 (1.20%) Impala
10 1 (1.20%) Pentaho
10 1 (1.20%) Relational Database
Development Applications
1 4 (4.82%) Toad
2 2 (2.41%) Jenkins
2 2 (2.41%) Maven
2 2 (2.41%) Selenium
2 2 (2.41%) Team Foundation Server
2 2 (2.41%) TestNG
General
1 15 (18.07%) Finance
2 4 (4.82%) Banking
3 2 (2.41%) Local Government
3 2 (2.41%) Retail
4 1 (1.20%) Automotive
4 1 (1.20%) Electronics
4 1 (1.20%) Games
4 1 (1.20%) Manufacturing
4 1 (1.20%) Marketing
4 1 (1.20%) Retail Banking
4 1 (1.20%) Retail Finance
Job Titles
1 30 (36.14%) Developer
2 24 (28.92%) Analyst
3 14 (16.87%) Business Developer
3 14 (16.87%) Business Intelligence Developer
4 7 (8.43%) Data Analyst
4 7 (8.43%) IT Security Specialist
4 7 (8.43%) Security Specialist
5 6 (7.23%) Applications Support
5 6 (7.23%) Applications Support Analyst
5 6 (7.23%) Business Analyst
5 6 (7.23%) Compliance Analyst
5 6 (7.23%) Data Compliance Analyst
5 6 (7.23%) Governance Analyst
5 6 (7.23%) Support Analyst
6 5 (6.02%) Lead Developer
6 5 (6.02%) Web Developer
7 4 (4.82%) Informatica BI Developer
7 4 (4.82%) Informatica Developer
8 3 (3.61%) CRM Analyst
8 3 (3.61%) Senior Developer
Libraries, Frameworks & Software Standards
1 13 (15.66%) .NET
2 12 (14.46%) CSS
2 12 (14.46%) HTML
3 7 (8.43%) ASP.NET
4 5 (6.02%) AngularJS
4 5 (6.02%) React
4 5 (6.02%) Sass
4 5 (6.02%) SOAP
4 5 (6.02%) Vue.js
4 5 (6.02%) WCF
4 5 (6.02%) XML
5 2 (2.41%) Middleware
5 2 (2.41%) WebSphere MQ
6 1 (1.20%) .NET Framework
6 1 (1.20%) Classic ASP
6 1 (1.20%) IBM Integration Bus
6 1 (1.20%) NumPy
6 1 (1.20%) WinForms
Miscellaneous
1 18 (21.69%) Analytical Mindset
2 4 (4.82%) Self-Motivation
3 2 (2.41%) Management Information System
3 2 (2.41%) PMI
4 1 (1.20%) Credit Risk
4 1 (1.20%) Social Media
4 1 (1.20%) User Experience
Operating Systems
1 14 (16.87%) Windows
2 9 (10.84%) Unix
3 7 (8.43%) Apple iOS
4 6 (7.23%) Windows Server
5 3 (3.61%) Linux
6 1 (1.20%) AIX
6 1 (1.20%) Solaris
Processes & Methodologies
1 24 (28.92%) Problem-Solving
2 18 (21.69%) ITIL
3 17 (20.48%) CRM
4 16 (19.28%) Agile Software Development
5 14 (16.87%) Business Intelligence
6 12 (14.46%) Continuous Improvement
7 11 (13.25%) Data Governance
8 10 (12.05%) Analytics
9 8 (9.64%) Cybersecurity
9 8 (9.64%) Information Security
9 8 (9.64%) Migration
9 8 (9.64%) Performance Management
10 7 (8.43%) Scrum
10 7 (8.43%) SIEM
11 6 (7.23%) Decision-Making
11 6 (7.23%) Time Management
11 6 (7.23%) Web Development
12 5 (6.02%) Computer Science
12 5 (6.02%) Data Management
12 5 (6.02%) Unit Testing
Programming Languages
1 24 (28.92%) SQL
2 15 (18.07%) C#
3 10 (12.05%) JavaScript
4 7 (8.43%) Python
5 6 (7.23%) Java
5 6 (7.23%) R
5 6 (7.23%) T-SQL
6 4 (4.82%) PL/SQL
7 3 (3.61%) VB
8 2 (2.41%) C++
8 2 (2.41%) PHP
8 2 (2.41%) Shell Script
8 2 (2.41%) VBA
9 1 (1.20%) Ladder Logic
9 1 (1.20%) MATLAB
9 1 (1.20%) Perl
9 1 (1.20%) VB6
Qualifications
1 18 (21.69%) Degree
2 8 (9.64%) CISSP
3 7 (8.43%) CISA
3 7 (8.43%) CISM
3 7 (8.43%) ITIL Certification
3 7 (8.43%) SANS
3 7 (8.43%) SSCP
4 4 (4.82%) Postgraduate
5 2 (2.41%) ISTQB
5 2 (2.41%) ISTQB Foundation Certification
5 2 (2.41%) PMI Certification
6 1 (1.20%) Computer Science Degree
6 1 (1.20%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 7 (8.43%) Cyber Essentials
1 7 (8.43%) GDPR
1 7 (8.43%) ISO/IEC 27001
2 5 (6.02%) Data Quality
3 2 (2.41%) SLA
4 1 (1.20%) QA
System Software
1 2 (2.41%) Microsoft App-V
2 1 (1.20%) Veritas Cluster Server
2 1 (1.20%) Veritas Volume Manager
Systems Management
1 1 (1.20%) NetBackup
1 1 (1.20%) SCOM
Vendors
1 19 (22.89%) Oracle
2 16 (19.28%) Microsoft
3 8 (9.64%) Salesforce.com
4 7 (8.43%) Apple
4 7 (8.43%) Google
5 5 (6.02%) Adobe
6 4 (4.82%) Alteryx
6 4 (4.82%) Informatica
6 4 (4.82%) Tableau
7 2 (2.41%) Cognizant
7 2 (2.41%) Sitecore
8 1 (1.20%) Ab Initio
8 1 (1.20%) EMC
8 1 (1.20%) Hitachi
8 1 (1.20%) IBM
8 1 (1.20%) Infor
8 1 (1.20%) Lotus
8 1 (1.20%) Siemens
8 1 (1.20%) TOWER Software
8 1 (1.20%) Veritas