Analytical Skills Jobs in England

Analytical Skills
UK > England

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies in England. Included is a benchmarking guide to the salaries offered in vacancies that cited Analytical Skills over the 6 months leading up to 2 June 2025, comparing them to the same period in the previous two years.

6 months to
2 Jun 2025
Same period 2024 Same period 2023
Rank 10 13 19
Rank change year-on-year +3 +6 +9
Permanent jobs citing Analytical Skills 5,761 8,891 8,241
As % of all permanent jobs advertised in England 11.68% 9.77% 9.79%
As % of the General category 16.70% 16.92% 14.45%
Number of salaries quoted 2,255 4,912 4,167
10th Percentile £31,250 £27,775 £30,500
25th Percentile £42,500 £36,250 £40,000
Median annual salary (50th Percentile) £55,000 £50,000 £55,000
Median % change year-on-year +10.00% -9.09% -
75th Percentile £72,625 £68,750 £72,500
90th Percentile £90,000 £87,500 £92,500
UK median annual salary £55,000 £50,000 £54,882
% change year-on-year +10.00% -8.90% -0.21%

All General Skills
England

Analytical Skills falls under the General Skills category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring common skills in England.

Permanent vacancies with a requirement for common skills 34,492 52,555 57,045
As % of all permanent jobs advertised in England 69.92% 57.76% 67.80%
Number of salaries quoted 16,065 36,197 31,816
10th Percentile £27,500 £27,500 £32,282
25th Percentile £40,000 £36,250 £43,750
Median annual salary (50th Percentile) £55,000 £52,500 £60,000
Median % change year-on-year +4.76% -12.50% -
75th Percentile £76,000 £72,500 £82,500
90th Percentile £100,000 £95,000 £105,000
UK median annual salary £55,000 £52,500 £60,000
% change year-on-year +4.76% -12.50% -

Analytical Skills
Job Vacancy Trend in England

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

Job vacancy trend for Analytical Skills in England

Analytical Skills
Salary Trend in England

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

Salary trend for Analytical Skills in England

Analytical Skills
Salary Histogram in England

Salary distribution for jobs citing Analytical Skills in England over the 6 months to 2 June 2025.

Salary histogram for Analytical Skills in England

Analytical Skills
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the England region over the 6 months to 2 June 2025. 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
London +3 1,954 £65,000 -3.70% 5,391
North of England +15 1,675 £50,000 +11.11% 4,958
North West +14 1,286 £50,055 +7.64% 2,371
South East -14 718 £54,500 +11.22% 5,759
Midlands -11 519 £48,000 +12.94% 4,208
East of England -2 402 £50,967 +13.26% 3,244
South West +4 326 £50,610 +12.47% 2,662
West Midlands -12 310 £47,500 +11.76% 2,286
Yorkshire +6 291 £45,000 -5.26% 1,988
East Midlands -11 209 £48,500 +15.48% 1,656
North East +6 96 £38,800 -7.12% 611
Analytical Skills
UK

Analytical Skills
Co-occurring Skills and Capabilities in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 133 (2.31%) SharePoint
2 60 (1.04%) Oracle Application Server
3 58 (1.01%) Microsoft Exchange
4 56 (0.97%) Confluence
5 51 (0.89%) CMS
6 37 (0.64%) Apache Spark
7 26 (0.45%) IBM Domino
8 23 (0.40%) SAS
9 19 (0.33%) nginx
10 16 (0.28%) Apache Airflow
11 15 (0.26%) Apache
12 7 (0.12%) Skype for Business
13 6 (0.10%) Kinematics
13 6 (0.10%) Luigi
13 6 (0.10%) Moodle
13 6 (0.10%) Tomcat
14 5 (0.087%) ArcGIS
14 5 (0.087%) IIS
14 5 (0.087%) Sitecore CMS
15 4 (0.069%) WordPress
Applications
1 413 (7.17%) Microsoft PowerPoint
2 405 (7.03%) Microsoft Excel
3 227 (3.94%) Chatbot
4 209 (3.63%) Microsoft Office
5 109 (1.89%) Abaqus
6 77 (1.34%) Mathcad
7 41 (0.71%) MS Visio
8 35 (0.61%) Maya
9 21 (0.36%) Microsoft Project
10 13 (0.23%) Trello
11 12 (0.21%) Spreadsheet
12 7 (0.12%) Photoshop
12 7 (0.12%) SPSS
13 6 (0.10%) Adobe Creative Suite
13 6 (0.10%) Adobe Illustrator
13 6 (0.10%) Adobe XD
13 6 (0.10%) AutoCAD
14 5 (0.087%) SOLIDWORKS
15 4 (0.069%) InDesign
15 4 (0.069%) Simulink
Business Applications
1 88 (1.53%) NetSuite
2 56 (0.97%) SAP S/4HANA
3 40 (0.69%) Dynamics CRM
4 36 (0.62%) Shopify
5 30 (0.52%) SAP BPC
6 28 (0.49%) Infor LN
7 24 (0.42%) Dynamics NAV
8 14 (0.24%) Oracle EBS
9 12 (0.21%) Academy Revenues and Benefits
10 11 (0.19%) SAP IBP
11 10 (0.17%) Magento
11 10 (0.17%) SAP ERP
12 9 (0.16%) Maximo
13 7 (0.12%) Infor M3
14 6 (0.10%) Salesforce CRM
14 6 (0.10%) SAP CO
14 6 (0.10%) SAP FI
14 6 (0.10%) SAP FI/CO
15 5 (0.087%) Dynamics GP
15 5 (0.087%) Oracle Applications
Cloud Services
1 912 (15.83%) Azure
2 686 (11.91%) AWS
3 420 (7.29%) Power Platform
4 392 (6.80%) GCP
5 264 (4.58%) Serverless
6 244 (4.24%) Microsoft 365
7 227 (3.94%) AWS Lambda
8 226 (3.92%) SaaS
9 104 (1.81%) Google Analytics
10 78 (1.35%) Dynamics 365
11 73 (1.27%) Azure Data Factory
12 66 (1.15%) Google Ads
13 64 (1.11%) Azure DevOps
13 64 (1.11%) Entra ID
14 59 (1.02%) Amazon EKS
14 59 (1.02%) PaaS
15 52 (0.90%) GitHub
16 51 (0.89%) AWS CloudFormation
16 51 (0.89%) Azure Synapse Analytics
17 48 (0.83%) Cloud Computing
Communications & Networking
1 747 (12.97%) VPN
2 456 (7.92%) DNS
3 270 (4.69%) Cisco IOS
4 219 (3.80%) Broadband
5 128 (2.22%) Firewall
6 76 (1.32%) WAN
7 74 (1.28%) TCP/IP
8 60 (1.04%) LAN
9 50 (0.87%) DHCP
10 44 (0.76%) VLAN
11 37 (0.64%) Network Security
12 33 (0.57%) Wireless
13 31 (0.54%) Intrusion Detection
14 25 (0.43%) VoIP
15 24 (0.42%) SD-WAN
15 24 (0.42%) Wi-Fi
16 23 (0.40%) Internet
17 19 (0.33%) IPsec
18 18 (0.31%) BGP
19 15 (0.26%) MPLS
Database & Business Intelligence
1 382 (6.63%) Power BI
2 216 (3.75%) Tableau
3 207 (3.59%) Data Warehouse
4 179 (3.11%) SQL Server
5 129 (2.24%) Data Lake
6 95 (1.65%) Big Data
7 81 (1.41%) Relational Database
8 70 (1.22%) Oracle Reports
9 69 (1.20%) Data Mining
10 63 (1.09%) Enterprise Data Warehouse
11 62 (1.08%) Metadata
12 61 (1.06%) Elasticsearch
13 57 (0.99%) SQL Server Reporting Services
14 52 (0.90%) NoSQL
14 52 (0.90%) SQL Server Integration Services
15 47 (0.82%) PostgreSQL
16 32 (0.56%) MySQL
17 30 (0.52%) Azure SQL Database
17 30 (0.52%) BigQuery
17 30 (0.52%) Power Query
Development Applications
1 153 (2.66%) Git
1 153 (2.66%) JIRA
2 72 (1.25%) Jenkins
3 39 (0.68%) Selenium
4 32 (0.56%) Oracle Forms
5 21 (0.36%) JUnit
6 18 (0.31%) GitLab
7 15 (0.26%) Maven
7 15 (0.26%) Postman
8 14 (0.24%) Cypress.io
8 14 (0.24%) JMeter
9 11 (0.19%) Visual Studio
10 10 (0.17%) Mockito
11 9 (0.16%) Bazaar
11 9 (0.16%) Cucumber
12 8 (0.14%) Bitbucket
13 7 (0.12%) Mocha
13 7 (0.12%) SonarQube
13 7 (0.12%) TestNG
13 7 (0.12%) WebDriver
General
1 2,768 (48.05%) Social Skills
2 2,119 (36.78%) Finance
3 1,217 (21.12%) Inclusion and Diversity
4 612 (10.62%) Marketing
5 548 (9.51%) Banking
6 412 (7.15%) Law
7 394 (6.84%) Retail
8 365 (6.34%) Financial Institution
9 343 (5.95%) Organisational Skills
10 326 (5.66%) Manufacturing
11 302 (5.24%) French Language
12 293 (5.09%) German Language
13 258 (4.48%) Presentation Skills
14 211 (3.66%) Influencing Skills
15 198 (3.44%) Legal
16 164 (2.85%) Advertising
17 157 (2.73%) Electronics
18 124 (2.15%) Public Sector
19 100 (1.74%) Telecoms
20 92 (1.60%) Games
Job Titles
1 1,235 (21.44%) Analyst
2 1,029 (17.86%) Senior
3 688 (11.94%) Developer
4 460 (7.98%) Software Developer
5 400 (6.94%) Lead
6 291 (5.05%) Infrastructure Engineer
7 283 (4.91%) Research Analyst
8 281 (4.88%) Credit Analyst
9 269 (4.67%) Trainer
10 217 (3.77%) Machine Learning Engineer
11 202 (3.51%) Architect
12 166 (2.88%) Business Analyst
13 161 (2.79%) Consultant
14 157 (2.73%) Product Manager
15 152 (2.64%) Data Analyst
16 128 (2.22%) Senior Analyst
17 127 (2.20%) IT Support
18 122 (2.12%) Senior Manager
19 119 (2.07%) Support Analyst
20 109 (1.89%) Development Manager
Libraries, Frameworks & Software Standards
1 273 (4.74%) Elastic Stack
2 124 (2.15%) React
3 120 (2.08%) .NET
4 108 (1.87%) Node.js
5 88 (1.53%) HTML
6 79 (1.37%) REST
7 68 (1.18%) Pandas
8 63 (1.09%) CSS
9 60 (1.04%) RESTful
10 58 (1.01%) AngularJS
11 47 (0.82%) Kafka
12 45 (0.78%) SOAP
13 43 (0.75%) JSON
14 42 (0.73%) Middleware
15 36 (0.62%) Spring
16 32 (0.56%) Spring Boot
16 32 (0.56%) Web Services
17 27 (0.47%) XML
18 22 (0.38%) PySpark
19 21 (0.36%) Playwright
Miscellaneous
1 732 (12.71%) Cyberattack
2 406 (7.05%) Self-Motivation
3 336 (5.83%) Analytical Mindset
4 325 (5.64%) Credit Risk
5 283 (4.91%) Fixed Income
6 218 (3.78%) Management Information System
7 133 (2.31%) FMCG
8 124 (2.15%) Product Ownership
9 123 (2.14%) Social Media
10 113 (1.96%) Algorithms
11 85 (1.48%) Data Structures
12 75 (1.30%) Onboarding
13 73 (1.27%) Robotics
14 72 (1.25%) Enterprise Software
15 64 (1.11%) Legacy Systems
15 64 (1.11%) Marketing Technology
16 62 (1.08%) Digital Media
17 59 (1.02%) Security Posture
18 57 (0.99%) Mobile App
19 54 (0.94%) Driving Licence
Operating Systems
1 850 (14.75%) Linux
2 743 (12.90%) Android
3 567 (9.84%) Windows
4 85 (1.48%) Windows Server
5 40 (0.69%) Windows Vista
6 37 (0.64%) Unix
7 34 (0.59%) Windows 10
8 22 (0.38%) Apple iOS
9 17 (0.30%) Mac OS
10 15 (0.26%) Red Hat Enterprise Linux
11 11 (0.19%) Windows Server 2012
12 10 (0.17%) Windows 7
13 9 (0.16%) Windows Server 2019
14 8 (0.14%) Windows Server 2016
15 6 (0.10%) Windows Server 2008
16 5 (0.087%) Mac OS X
17 4 (0.069%) Embedded Linux
18 3 (0.052%) VMS
19 2 (0.035%) Windows Server 2003
19 2 (0.035%) zOS
Processes & Methodologies
1 2,850 (49.47%) Problem-Solving
2 1,578 (27.39%) Agile
3 932 (16.18%) Analytics
4 918 (15.93%) Mathematics
5 908 (15.76%) Decision-Making
6 891 (15.47%) Risk Management
7 782 (13.57%) Line Management
8 778 (13.50%) Project Management
9 654 (11.35%) Artificial Intelligence
10 617 (10.71%) DevOps
11 595 (10.33%) Mentoring
12 592 (10.28%) Continuous Improvement
13 502 (8.71%) Data Science
14 481 (8.35%) Machine Learning
15 479 (8.31%) OO
16 475 (8.25%) OOP
17 473 (8.21%) Business Intelligence
17 473 (8.21%) Collaborative Working
18 472 (8.19%) Design Patterns
19 470 (8.16%) CI/CD
Programming Languages
1 1,460 (25.34%) Python
2 788 (13.68%) SQL
3 626 (10.87%) Java
4 500 (8.68%) C++
5 453 (7.86%) Go
6 334 (5.80%) PowerShell
7 289 (5.02%) Bash
8 268 (4.65%) TypeScript
9 234 (4.06%) JavaScript
10 127 (2.20%) C#
11 78 (1.35%) R
12 50 (0.87%) Rust
13 49 (0.85%) T-SQL
14 42 (0.73%) VBA
15 38 (0.66%) PL/SQL
16 35 (0.61%) Data Analysis Expressions
17 32 (0.56%) C
18 26 (0.45%) Shell Script
19 22 (0.38%) MATLAB
20 21 (0.36%) PHP
Qualifications
1 2,132 (37.01%) Degree
2 879 (15.26%) Master's Degree
3 597 (10.36%) Security Cleared
4 497 (8.63%) PhD
5 489 (8.49%) DV Cleared
6 278 (4.83%) CFA
7 265 (4.60%) BPSS Clearance
8 182 (3.16%) DBS Check
9 161 (2.79%) Computer Science Degree
10 136 (2.36%) HND
11 120 (2.08%) CBAP
12 118 (2.05%) PMI Certification
13 112 (1.94%) Chartered Engineer
14 105 (1.82%) CISSP
15 99 (1.72%) PMP
16 94 (1.63%) ACCA
17 92 (1.60%) CIMA
18 91 (1.58%) SC Cleared
19 69 (1.20%) Microsoft Certification
20 65 (1.13%) Azure Certification
Quality Assurance & Compliance
1 337 (5.85%) QA
2 184 (3.19%) Data Quality
3 131 (2.27%) GDPR
4 111 (1.93%) ISO/IEC 27001
5 80 (1.39%) Accessibility
6 79 (1.37%) NIST
7 68 (1.18%) SLA
8 51 (0.89%) PMO
9 43 (0.75%) Cyber Essentials
10 34 (0.59%) Cyber Essentials PLUS
11 33 (0.57%) IFRS
12 32 (0.56%) Actionable Recommendations
13 31 (0.54%) GAAP
14 30 (0.52%) GRC
14 30 (0.52%) PCI DSS
15 19 (0.33%) Sarbanes-Oxley
16 11 (0.19%) GMP
16 11 (0.19%) SOC 2
17 10 (0.17%) GxP
18 9 (0.16%) HIPAA
System Software
1 798 (13.85%) Docker
2 282 (4.89%) Hyper-V
3 264 (4.58%) vSphere
4 262 (4.55%) VMware NSX
5 167 (2.90%) Active Directory
6 33 (0.57%) VMware Infrastructure
7 10 (0.17%) Virtual Machines
8 9 (0.16%) Firmware
8 9 (0.16%) VMware ESXi
9 6 (0.10%) HDFS
10 5 (0.087%) Virtual Desktop
10 5 (0.087%) Virtual Servers
11 3 (0.052%) Postfix
12 2 (0.035%) Embedded Firmware
12 2 (0.035%) Veritas Cluster Server
12 2 (0.035%) zsh
13 1 (0.017%) KVM
13 1 (0.017%) Snort
13 1 (0.017%) XenDesktop
Systems Management
1 738 (12.81%) Ansible
2 354 (6.14%) Terraform
3 133 (2.31%) Kubernetes
4 38 (0.66%) Microsoft Intune
5 23 (0.40%) SCCM
6 22 (0.38%) Grafana
7 14 (0.24%) Prometheus
8 12 (0.21%) SCOM
9 11 (0.19%) Progress Chef
9 11 (0.19%) Single Sign-On
10 7 (0.12%) Nagios
11 6 (0.10%) Active Directory Federation Services
11 6 (0.10%) EMC NetWorker
11 6 (0.10%) Oracle RMAN
11 6 (0.10%) SCOrch
11 6 (0.10%) vCenter Server
12 5 (0.087%) Nessus
12 5 (0.087%) Puppet
13 4 (0.069%) Matomo
13 4 (0.069%) QRadar
Vendors
1 814 (14.13%) Microsoft
2 343 (5.95%) Google
3 327 (5.68%) Cisco
4 298 (5.17%) Splunk
5 287 (4.98%) Bloomberg
6 274 (4.76%) Juniper
7 262 (4.55%) 3PAR
8 226 (3.92%) SAP
9 219 (3.80%) Oracle
9 219 (3.80%) PayPal
10 165 (2.86%) Databricks
11 125 (2.17%) Salesforce
12 118 (2.05%) Adobe
13 85 (1.48%) ServiceNow
14 61 (1.06%) TikTok
15 57 (0.99%) Facebook
16 54 (0.94%) VMware
17 41 (0.71%) Infor
18 36 (0.62%) Avaloq
19 35 (0.61%) YouTube