Period
to 21 February 2020

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in the North East. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 21 February 2020 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > North East
6 months to
21 Feb 2020
Same period 2019 Same period 2018
Rank 21 15 31
Rank change year-on-year -6 +16 -2
Permanent jobs citing Analytical Skills 116 163 123
As % of all permanent IT jobs advertised in the North East 9.10% 12.10% 7.05%
As % of the Miscellaneous category 25.27% 31.23% 25.05%
Number of salaries quoted 57 123 104
North East median annual salary £37,500 £40,000 £38,250
Median salary % change year-on-year -6.25% +4.58% +9.29%
10th Percentile £26,800 £23,050 £26,250
90th Percentile £64,925 £72,214 £60,000
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

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 the North East with a requirement for generic IT skills.

All Generic IT Skills
North East
Permanent vacancies with a requirement for generic IT skills 459 522 491
As % of all permanent IT jobs advertised in the North East 36.00% 38.75% 28.14%
Number of salaries quoted 341 417 425
North East median annual salary £42,915 £42,500 £40,000
Median salary % change year-on-year +0.98% +6.25% +6.67%
10th Percentile £30,000 £22,250 £26,000
90th Percentile £67,500 £72,312 £60,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Analytical Skills
Job Vacancy Trend in the North East

Job postings citing Analytical Skills as a percentage of all IT jobs advertised in the North East.

Job vacancy trend for Analytical Skills in the North East

Analytical Skills
Salary Trend in the North East

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

Salary trend for Analytical Skills in the North East

Analytical Skills
Salary Histogram in the North East

The salary distribution of IT jobs citing Analytical Skills in the North East over the 6 months to 21 February 2020.

Salary histogram for Analytical Skills in the North East

Analytical Skills
Job Locations in the North East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the North East region over the 6 months to 21 February 2020. 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
Tyne and Wear -9 88 £40,000 -5.88% 18
Durham +16 28 £37,500 +2.74% 6
Analytical Skills
England

For the 6 months to 21 February 2020, 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 North East region with a requirement for Analytical Skills.

1 63 (54.31%) Problem-Solving
2 41 (35.34%) SQL
3 36 (31.03%) Agile Software Development
4 34 (29.31%) Business Intelligence
5 31 (26.72%) Degree
5 31 (26.72%) Analytical Thinking
6 28 (24.14%) Analytics
6 28 (24.14%) Migration
7 27 (23.28%) Sage
8 20 (17.24%) Java
8 20 (17.24%) Windows
8 20 (17.24%) Critical Thinking
9 19 (16.38%) Power Platform
9 19 (16.38%) Power BI
10 18 (15.52%) Mentoring
10 18 (15.52%) Web Services
10 18 (15.52%) Microsoft
11 17 (14.66%) Microsoft Excel
11 17 (14.66%) Data Warehouse
11 17 (14.66%) C#
11 17 (14.66%) Git (software)
12 16 (13.79%) Linux
12 16 (13.79%) Data Modelling
12 16 (13.79%) Finance
12 16 (13.79%) User Experience
12 16 (13.79%) Data Analytics
13 15 (12.93%) HTML
14 14 (12.07%) JavaScript
14 14 (12.07%) Management Information System
14 14 (12.07%) Team Foundation Server

Analytical Skills
Co-occurring IT Skills in the North East 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 3 (2.59%) Apache
1 3 (2.59%) Confluence
2 2 (1.72%) BizTalk Server
2 2 (1.72%) Elasticsearch
2 2 (1.72%) IIS
3 1 (0.86%) Apache Spark
3 1 (0.86%) CMS
3 1 (0.86%) MS Exchange
3 1 (0.86%) WebLogic
Applications
1 17 (14.66%) Microsoft Excel
2 9 (7.76%) Microsoft Office
3 5 (4.31%) Microsoft PowerPoint
4 2 (1.72%) MS Visio
Business Applications
1 4 (3.45%) Oracle Applications
Cloud Services
1 19 (16.38%) Power Platform
2 10 (8.62%) AWS
3 7 (6.03%) BlazeMeter
3 7 (6.03%) Datadog
3 7 (6.03%) Slack
3 7 (6.03%) Sumo Logic
4 6 (5.17%) Azure
5 4 (3.45%) Office 365
6 2 (1.72%) Azure Active Directory
7 1 (0.86%) SaaS
Communications & Networking
1 5 (4.31%) Firewall
1 5 (4.31%) Network Security
1 5 (4.31%) VPN
2 2 (1.72%) Intranet
2 2 (1.72%) SSL
3 1 (0.86%) DHCP
3 1 (0.86%) DNS
3 1 (0.86%) WAN
Database & Business Intelligence
1 19 (16.38%) Power BI
2 17 (14.66%) Data Warehouse
3 14 (12.07%) Big Data
3 14 (12.07%) QlikView
3 14 (12.07%) Relational Database
4 13 (11.21%) BusinessObjects
5 11 (9.48%) SQL Server Integration Services
5 11 (9.48%) SQL Server Reporting Services
6 7 (6.03%) SQL Server
7 6 (5.17%) NoSQL
8 2 (1.72%) MariaDB
9 1 (0.86%) Hadoop
9 1 (0.86%) Oracle Database
9 1 (0.86%) Oracle Database 11g
9 1 (0.86%) SQL Server 2012
9 1 (0.86%) SQL Server Analysis Services
Development Applications
1 17 (14.66%) Git (software)
2 14 (12.07%) Team Foundation Server
3 13 (11.21%) ERwin
4 12 (10.34%) Selenium
5 10 (8.62%) JMeter
6 7 (6.03%) Postman
7 5 (4.31%) Metasploit
8 3 (2.59%) Appium
8 3 (2.59%) Artifactory
8 3 (2.59%) Bitbucket
8 3 (2.59%) Jenkins
8 3 (2.59%) JIRA
8 3 (2.59%) JUnit
8 3 (2.59%) Maven
8 3 (2.59%) TestNG
9 2 (1.72%) WebDriver
10 1 (0.86%) SQL Server Management Studio (SSMS)
General
1 16 (13.79%) Finance
2 13 (11.21%) Manufacturing
3 6 (5.17%) Back Office
3 6 (5.17%) Banking
4 5 (4.31%) Public Sector
5 4 (3.45%) Local Government
6 1 (0.86%) Law
6 1 (0.86%) Marketing
6 1 (0.86%) Publishing
6 1 (0.86%) Retail
Job Titles
1 34 (29.31%) Analyst
2 21 (18.10%) Architect
2 21 (18.10%) Solutions Architect
3 14 (12.07%) Developer
4 13 (11.21%) Applications Architect
5 10 (8.62%) Test Engineer
6 8 (6.90%) Business Intelligence Developer
6 8 (6.90%) Business Systems Analyst
6 8 (6.90%) Data Analyst
6 8 (6.90%) Designer
6 8 (6.90%) Systems Analyst
7 7 (6.03%) Administrator
7 7 (6.03%) Business Intelligence Analyst
7 7 (6.03%) Senior Architect
7 7 (6.03%) Senior Designer
7 7 (6.03%) Senior Solutions Architect
8 6 (5.17%) Business Intelligence Data Analyst
9 5 (4.31%) Network Engineer
9 5 (4.31%) Network Security Engineer
9 5 (4.31%) Oracle Developer
Libraries, Frameworks & Software Standards
1 18 (15.52%) Web Services
2 15 (12.93%) HTML
3 14 (12.07%) AngularJS
4 13 (11.21%) XSLT
5 8 (6.90%) SOAP
6 5 (4.31%) REST
6 5 (4.31%) XML
7 3 (2.59%) RESTful
8 2 (1.72%) Middleware
8 2 (1.72%) RabbitMQ
8 2 (1.72%) XML Messaging
9 1 (0.86%) .NET
9 1 (0.86%) CSS
9 1 (0.86%) HTML5
9 1 (0.86%) Node.js
9 1 (0.86%) Oracle Fusion
Miscellaneous
1 16 (13.79%) User Experience
2 14 (12.07%) Data Structures
2 14 (12.07%) Management Information System
3 8 (6.90%) Analytical Mindset
4 3 (2.59%) Renewable Energy
5 2 (1.72%) Tandem
6 1 (0.86%) Clustering
6 1 (0.86%) Greenfield Project
6 1 (0.86%) Self-Motivation
6 1 (0.86%) W3C
Operating Systems
1 20 (17.24%) Windows
2 16 (13.79%) Linux
3 11 (9.48%) Windows Server
4 6 (5.17%) Unix
5 5 (4.31%) Kali Linux
6 3 (2.59%) Red Hat Enterprise Linux
6 3 (2.59%) Windows Server 2003
6 3 (2.59%) Windows Server 2008
6 3 (2.59%) Windows Server 2012
7 2 (1.72%) Debian
8 1 (0.86%) Solaris
8 1 (0.86%) Windows 10
Processes & Methodologies
1 63 (54.31%) Problem-Solving
2 36 (31.03%) Agile Software Development
3 34 (29.31%) Business Intelligence
4 31 (26.72%) Analytical Thinking
5 28 (24.14%) Analytics
5 28 (24.14%) Migration
6 20 (17.24%) Critical Thinking
7 18 (15.52%) Mentoring
8 16 (13.79%) Data Analytics
8 16 (13.79%) Data Modelling
9 13 (11.21%) Data Development
9 13 (11.21%) Data Governance
9 13 (11.21%) Data Migration
9 13 (11.21%) Data Strategy
9 13 (11.21%) MVC
9 13 (11.21%) SOA
9 13 (11.21%) Technology Roadmap
10 11 (9.48%) Business Analysis
11 10 (8.62%) Data Science
12 9 (7.76%) Change Management
Programming Languages
1 41 (35.34%) SQL
2 20 (17.24%) Java
3 17 (14.66%) C#
4 14 (12.07%) JavaScript
5 13 (11.21%) C++
5 13 (11.21%) T-SQL
6 5 (4.31%) PL/SQL
7 3 (2.59%) Python
7 3 (2.59%) R
8 2 (1.72%) PHP
8 2 (1.72%) Ruby
9 1 (0.86%) Bash Shell
9 1 (0.86%) C
Qualifications
1 31 (26.72%) Degree
2 5 (4.31%) CCNA
2 5 (4.31%) CCNP
2 5 (4.31%) CCSA
2 5 (4.31%) CCSE
2 5 (4.31%) CCSP
2 5 (4.31%) Cisco Certification
2 5 (4.31%) JNCIA
2 5 (4.31%) JNCIS
2 5 (4.31%) Security Cleared
3 3 (2.59%) ITIL Certification
4 2 (1.72%) CISA
4 2 (1.72%) CISM
4 2 (1.72%) CISSP
4 2 (1.72%) ISTQB
5 1 (0.86%) CGEIT
5 1 (0.86%) CRISC
5 1 (0.86%) ISACA
5 1 (0.86%) ISTQB Foundation Certification
5 1 (0.86%) Microsoft Certification
Quality Assurance & Compliance
1 5 (4.31%) GDPR
2 4 (3.45%) Data Quality
3 2 (1.72%) ISO/IEC 27001
4 1 (0.86%) Cyber Essentials
4 1 (0.86%) PMO
4 1 (0.86%) SLA
System Software
1 11 (9.48%) Active Directory
2 10 (8.62%) Docker
3 2 (1.72%) Microsoft Virtual Server
3 2 (1.72%) Virtual Servers
4 1 (0.86%) VMware Infrastructure
Systems Management
1 5 (4.31%) Nessus
2 1 (0.86%) Ansible
2 1 (0.86%) Opscode Chef
2 1 (0.86%) Puppet
2 1 (0.86%) Terraform
Vendors
1 27 (23.28%) Sage
2 18 (15.52%) Microsoft
3 7 (6.03%) New Relic
4 6 (5.17%) FIS
4 6 (5.17%) Oracle
4 6 (5.17%) WorldPay
5 5 (4.31%) CheckPoint
5 5 (4.31%) Cisco
5 5 (4.31%) Fortinet
5 5 (4.31%) Juniper
5 5 (4.31%) Palo Alto
5 5 (4.31%) Tableau
6 4 (3.45%) VMware
7 3 (2.59%) HP
7 3 (2.59%) Red Hat