Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Yorkshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 15 August 2022 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > Yorkshire
6 months to
15 Aug 2022		 Same period 2021 Same period 2020
Rank 22 31 41
Rank change year-on-year +9 +10 +17
Permanent jobs citing Analytical Skills 683 434 194
As % of all permanent jobs advertised in Yorkshire 9.31% 7.07% 5.88%
As % of the General category 14.88% 14.33% 13.62%
Number of salaries quoted 304 298 151
10th Percentile £28,050 £23,000 £31,250
25th Percentile £40,375 £32,459 £32,500
Median annual salary (50th Percentile) £50,000 £45,000 £41,500
Median % change year-on-year +11.11% +8.43% +10.67%
75th Percentile £61,250 £52,000 £52,500
90th Percentile £73,250 £62,688 £68,750
England median annual salary £55,000 £52,402 £52,500
% change year-on-year +4.96% -0.19% +5.00%

Analytical Skills is in the General Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for common skills.

All General Skills
Yorkshire
Permanent vacancies with a requirement for common skills 4,590 3,029 1,424
As % of all permanent IT jobs advertised in Yorkshire 62.59% 49.37% 43.14%
Number of salaries quoted 2,685 2,195 1,158
10th Percentile £27,500 £26,250 £27,500
25th Percentile £38,000 £35,900 £34,500
Median annual salary (50th Percentile) £50,173 £45,000 £45,000
Median % change year-on-year +11.49% - +5.88%
75th Percentile £67,500 £58,775 £57,500
90th Percentile £82,500 £72,500 £67,063
England median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +9.52%

Analytical Skills
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Analytical Skills in Yorkshire

Analytical Skills
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing Analytical Skills in Yorkshire.

Salary trend for Analytical Skills in Yorkshire

Analytical Skills
Salary Histogram in Yorkshire

Salary distribution for jobs citing Analytical Skills in Yorkshire over the 6 months to 15 August 2022.

Salary histogram for Analytical Skills in Yorkshire

Analytical Skills
Job Locations in 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 Yorkshire region over the 6 months to 15 August 2022. 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
Jobs
West Yorkshire +9 459 £50,000 +12.36% 42
North Yorkshire +12 117 £55,000 +22.22% 6
South Yorkshire +24 66 £42,529 +13.41% 20
East Yorkshire +11 14 £47,500 +18.75% 3
Analytical Skills
England

For the 6 months to 15 August 2022, 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 Yorkshire region with a requirement for Analytical Skills.

1 377 (55.20%) Problem-Solving
2 269 (39.39%) Social Skills
3 223 (32.65%) Finance
4 221 (32.36%) Agile
5 179 (26.21%) SQL
6 173 (25.33%) Degree
7 143 (20.94%) Time Management
8 142 (20.79%) Azure
9 130 (19.03%) Project Management
10 127 (18.59%) Microsoft
11 123 (18.01%) SAS
12 122 (17.86%) Good Clinical Practice
13 109 (15.96%) Presentation Skills
14 104 (15.23%) Analytics
15 96 (14.06%) .NET
16 94 (13.76%) 21 CFR Part 11
17 88 (12.88%) Quality Management
17 88 (12.88%) Business Development
18 83 (12.15%) Scrum
18 83 (12.15%) Python
19 76 (11.13%) AWS
19 76 (11.13%) Power BI
19 76 (11.13%) Power Platform
20 75 (10.98%) Git (software)
21 72 (10.54%) React
22 71 (10.40%) DevOps
22 71 (10.40%) Continuous Improvement
22 71 (10.40%) Software Engineering
23 68 (9.96%) JavaScript
24 65 (9.52%) Business Intelligence

Analytical Skills
Co-occurring IT Skills in 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
1 123 (18.01%) SAS
2 31 (4.54%) Confluence
3 20 (2.93%) Umbraco
4 12 (1.76%) Apache
5 8 (1.17%) OpenStack
6 4 (0.59%) Apache Airflow
7 2 (0.29%) SharePoint
8 1 (0.15%) MS Project Server
8 1 (0.15%) Oracle Workflow
Applications
1 42 (6.15%) Microsoft Excel
2 32 (4.69%) Microsoft Office
3 19 (2.78%) Spreadsheet
4 14 (2.05%) Microsoft Project
5 12 (1.76%) Microsoft PowerPoint
6 8 (1.17%) MS Visio
7 5 (0.73%) Adobe XD
8 4 (0.59%) Simulink
Business Applications
1 4 (0.59%) SAP MDM
2 2 (0.29%) Dynamics AX
2 2 (0.29%) JDE OneWorld
2 2 (0.29%) NetSuite
2 2 (0.29%) SAP S/4HANA
3 1 (0.15%) Dynamics NAV
Cloud Services
1 142 (20.79%) Azure
2 76 (11.13%) AWS
2 76 (11.13%) Power Platform
3 46 (6.73%) Azure DevOps
4 25 (3.66%) Serverless
5 24 (3.51%) Amazon EC2
5 24 (3.51%) Amazon SQS
5 24 (3.51%) AWS CloudFormation
5 24 (3.51%) AWS Lambda
6 22 (3.22%) PaaS
7 21 (3.07%) Azure Synapse Analytics
8 17 (2.49%) SaaS
9 16 (2.34%) Microsoft 365
9 16 (2.34%) Snowflake
10 13 (1.90%) Matillion
11 12 (1.76%) Azure Storage
12 9 (1.32%) Azure Data Factory
12 9 (1.32%) Azure Monitor
13 7 (1.02%) IaaS
14 6 (0.88%) Azure Active Directory
Communications & Networking
1 14 (2.05%) DNS
1 14 (2.05%) LAN
2 13 (1.90%) Firewall
3 11 (1.61%) WAN
4 10 (1.46%) SAN
5 8 (1.17%) DHCP
6 7 (1.02%) VPN
7 5 (0.73%) Broadband
7 5 (0.73%) HTTP
7 5 (0.73%) Internet
8 4 (0.59%) ADSL
8 4 (0.59%) DSL
8 4 (0.59%) TCP/IP
9 3 (0.44%) Wi-Fi
10 2 (0.29%) FTP
10 2 (0.29%) Intranet
10 2 (0.29%) Intrusion Detection
10 2 (0.29%) Network Security
10 2 (0.29%) Remote Desktop
10 2 (0.29%) Sourcefire
Database & Business Intelligence
1 76 (11.13%) Power BI
2 54 (7.91%) SQL Server
3 39 (5.71%) Tableau
4 36 (5.27%) MySQL
5 33 (4.83%) DynamoDB
6 32 (4.69%) Data Lake
7 30 (4.39%) Data Warehouse
8 24 (3.51%) Amazon RDS
9 23 (3.37%) PostgreSQL
10 22 (3.22%) SQL Server Integration Services
11 16 (2.34%) OLAP
12 12 (1.76%) OLTP
13 11 (1.61%) Data Mining
13 11 (1.61%) MongoDB
14 10 (1.46%) Relational Database
14 10 (1.46%) SQL Server Reporting Services
15 8 (1.17%) Data Mart
16 7 (1.02%) Big Data
16 7 (1.02%) NoSQL
17 6 (0.88%) Oracle Database
Development Applications
1 75 (10.98%) Git (software)
2 37 (5.42%) JIRA
3 15 (2.20%) Jenkins
3 15 (2.20%) Selenium
4 12 (1.76%) Atlassian Bamboo
4 12 (1.76%) Cucumber
5 8 (1.17%) SpecFlow
5 8 (1.17%) Team Foundation Server
6 7 (1.02%) Android Studio
6 7 (1.02%) GoCD
6 7 (1.02%) Subversion
7 4 (0.59%) Octopus Deploy
7 4 (0.59%) Postman
8 3 (0.44%) Bitbucket
9 2 (0.29%) CircleCI
9 2 (0.29%) GitLab
9 2 (0.29%) JMeter
9 2 (0.29%) Metasploit
9 2 (0.29%) SoapUI
10 1 (0.15%) Oracle Forms
General
1 269 (39.39%) Social Skills
2 223 (32.65%) Finance
3 109 (15.96%) Presentation Skills
4 59 (8.64%) Marketing
5 58 (8.49%) Retail
6 51 (7.47%) Banking
7 48 (7.03%) Organisational Skills
8 41 (6.00%) Law
9 34 (4.98%) Inclusion and Diversity
9 34 (4.98%) Legal
10 25 (3.66%) Public Sector
11 24 (3.51%) Influencing Skills
12 19 (2.78%) Retail Banking
13 16 (2.34%) Pharmaceutical
14 15 (2.20%) Automotive
14 15 (2.20%) Manufacturing
15 10 (1.46%) Telecoms
16 7 (1.02%) Billing
17 6 (0.88%) Agriculture
18 5 (0.73%) Electronics
Job Titles
1 148 (21.67%) Analyst
2 103 (15.08%) Programmer
3 101 (14.79%) Statistical Programmer
4 72 (10.54%) Developer
5 64 (9.37%) Software Engineer
6 53 (7.76%) Senior Programmer
6 53 (7.76%) Senior Statistical Programmer
7 37 (5.42%) Software Developer
8 36 (5.27%) .NET Developer
9 33 (4.83%) Data Engineer
10 26 (3.81%) Business Analyst
11 24 (3.51%) .NET Software Developer
11 24 (3.51%) .NET Software Engineer
11 24 (3.51%) Developer/Software Engineer
12 23 (3.37%) Product Owner
12 23 (3.37%) Support Engineer
13 21 (3.07%) Data Analyst
14 19 (2.78%) Analytics Manager
15 15 (2.20%) IT Engineer
16 14 (2.05%) Graduate
Libraries, Frameworks & Software Standards
1 96 (14.06%) .NET
2 72 (10.54%) React
3 56 (8.20%) CSS
4 48 (7.03%) HTML
5 46 (6.73%) .NET Core
6 43 (6.30%) .NET Framework
7 28 (4.10%) AngularJS
8 27 (3.95%) REST
9 25 (3.66%) Sass
10 23 (3.37%) jQuery
11 20 (2.93%) Semantic HTML
12 19 (2.78%) ASP.NET
12 19 (2.78%) Node.js
12 19 (2.78%) RESTful
13 18 (2.64%) Entity Framework
14 17 (2.49%) Twitter Bootstrap
15 13 (1.90%) JSON
16 12 (1.76%) Ajax
16 12 (1.76%) ASP.NET Core
17 11 (1.61%) SOAP
Miscellaneous
1 35 (5.12%) Self-Motivation
2 27 (3.95%) Mobile App
3 26 (3.81%) Analytical Mindset
4 21 (3.07%) User Experience
5 18 (2.64%) Enterprise Software
6 17 (2.49%) Life Science
7 16 (2.34%) Data Centre
8 14 (2.05%) NHS
9 12 (1.76%) Management Information System
10 11 (1.61%) Driving Licence
10 11 (1.61%) Virtual Team
11 10 (1.46%) Credit Risk
12 8 (1.17%) Cyber Defence
12 8 (1.17%) Legacy Systems
12 8 (1.17%) Spread Betting
13 7 (1.02%) Blog
13 7 (1.02%) Data Protection Act
14 6 (0.88%) Cyberattack
15 5 (0.73%) Data Structures
16 4 (0.59%) Sports Betting
Operating Systems
1 52 (7.61%) Windows
2 39 (5.71%) Linux
3 31 (4.54%) Android
4 25 (3.66%) Windows Server
5 10 (1.46%) Windows 10
6 8 (1.17%) Mac OS
6 8 (1.17%) Windows Server 2012
7 6 (0.88%) VMS
8 2 (0.29%) CentOS
9 1 (0.15%) Unix
9 1 (0.15%) Windows Server 2008
Processes & Methodologies
1 377 (55.20%) Problem-Solving
2 221 (32.36%) Agile
3 143 (20.94%) Time Management
4 130 (19.03%) Project Management
5 104 (15.23%) Analytics
6 88 (12.88%) Business Development
6 88 (12.88%) Quality Management
7 83 (12.15%) Scrum
8 71 (10.40%) Continuous Improvement
8 71 (10.40%) DevOps
8 71 (10.40%) Software Engineering
9 65 (9.52%) Business Intelligence
10 62 (9.08%) Decision-Making
11 60 (8.78%) Data Management
12 57 (8.35%) Mentoring
13 55 (8.05%) Coaching
14 50 (7.32%) Stakeholder Management
15 48 (7.03%) Regulatory Compliance
16 43 (6.30%) Analytical Thinking
16 43 (6.30%) Data Analysis
Programming Languages
1 179 (26.21%) SQL
2 83 (12.15%) Python
3 68 (9.96%) JavaScript
4 51 (7.47%) C#
5 25 (3.66%) Java
6 22 (3.22%) T-SQL
7 20 (2.93%) PHP
8 19 (2.78%) PowerShell
8 19 (2.78%) R
9 15 (2.20%) TypeScript
10 12 (1.76%) VB.NET
11 8 (1.17%) Bash
11 8 (1.17%) VB
12 7 (1.02%) C
13 6 (0.88%) Go
14 5 (0.73%) VBA
15 3 (0.44%) PL/SQL
16 2 (0.29%) C++
16 2 (0.29%) Delphi
16 2 (0.29%) Kotlin
Qualifications
1 173 (25.33%) Degree
2 19 (2.78%) PhD
3 14 (2.05%) Microsoft Certification
4 13 (1.90%) ISTQB
5 11 (1.61%) MCSE
6 10 (1.46%) A+ Certification
6 10 (1.46%) CCNA
6 10 (1.46%) Cisco Certification
6 10 (1.46%) DBS Check
7 8 (1.17%) VMware Certified Professional (VCP)
8 7 (1.02%) CISM
8 7 (1.02%) CISSP
8 7 (1.02%) Network+ Certification
9 6 (0.88%) CIMA
10 5 (0.73%) CISA
10 5 (0.73%) Master's Degree
11 4 (0.59%) Computer Science Degree
11 4 (0.59%) SC Cleared
11 4 (0.59%) Security Cleared
12 3 (0.44%) MCSA
Quality Assurance & Compliance
1 122 (17.86%) Good Clinical Practice
2 94 (13.76%) 21 CFR Part 11
3 47 (6.88%) CDISC
4 28 (4.10%) QA
5 25 (3.66%) SLA
6 20 (2.93%) Accessibility
6 20 (2.93%) Data Quality
6 20 (2.93%) GLP
7 16 (2.34%) GMP
8 6 (0.88%) PMO
9 5 (0.73%) GDPR
9 5 (0.73%) ITGC
9 5 (0.73%) PCI DSS
10 4 (0.59%) ISO/IEC 27001
11 3 (0.44%) GRC
12 2 (0.29%) Cyber Essentials
12 2 (0.29%) NIST
13 1 (0.15%) IFRS
13 1 (0.15%) ISO 31000
13 1 (0.15%) SOC 2
System Software
1 55 (8.05%) Docker
2 21 (3.07%) Active Directory
3 12 (1.76%) VMware Infrastructure
4 8 (1.17%) Virtual Machines
4 8 (1.17%) vSphere
4 8 (1.17%) XenApp
4 8 (1.17%) XenDesktop
5 3 (0.44%) BitLocker
6 2 (0.29%) Hyper-V
Systems Management
1 23 (3.37%) Kubernetes
2 14 (2.05%) Terraform
3 12 (1.76%) Puppet
4 9 (1.32%) Ansible
5 6 (0.88%) Istio
6 5 (0.73%) SCCM
7 3 (0.44%) WSUS
8 2 (0.29%) Nessus
8 2 (0.29%) QRadar
9 1 (0.15%) HP ALM
Vendors
1 127 (18.59%) Microsoft
2 24 (3.51%) Xamarin
3 17 (2.49%) Dell
3 17 (2.49%) Oracle
3 17 (2.49%) VMware
4 15 (2.20%) Citrix
5 14 (2.05%) Databricks
6 13 (1.90%) Facebook
6 13 (1.90%) Informatica
7 12 (1.76%) Alteryx
7 12 (1.76%) YouTube
8 11 (1.61%) SAP
9 9 (1.32%) HP
9 9 (1.32%) Red Hat
9 9 (1.32%) Splunk
10 8 (1.17%) Dynatrace
11 6 (0.88%) Cisco
11 6 (0.88%) ServiceNow
12 5 (0.73%) Adobe
13 4 (0.59%) Cognos