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 13 June 2025, comparing them to the same period in the previous two years.

6 months to
13 Jun 2025
Same period 2024 Same period 2023
Rank 10 14 20
Rank change year-on-year +4 +6 +6
Permanent jobs citing Analytical Skills 5,840 9,132 7,734
As % of all permanent jobs advertised in England 11.87% 9.55% 9.42%
As % of the General category 16.95% 16.75% 13.98%
Number of salaries quoted 2,259 4,921 4,149
10th Percentile £31,250 £27,750 £30,500
25th Percentile £41,250 £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 £73,750 £68,750 £72,500
90th Percentile £90,100 £87,500 £91,250
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 34,459 54,517 55,335
As % of all permanent jobs advertised in England 70.02% 57.04% 67.42%
Number of salaries quoted 16,205 36,750 31,500
10th Percentile £27,000 £27,500 £32,500
25th Percentile £38,750 £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 £75,000 £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 13 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 13 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 2,016 £65,000 -2.62% 4,295
North of England +15 1,699 £50,000 +9.89% 1,206
North West +14 1,288 £50,000 +5.26% 723
South East -12 731 £55,000 +12.24% 1,929
Midlands -8 533 £47,500 +11.76% 613
East of England -7 356 £45,000 - 430
South West +6 338 £50,000 +11.11% 548
West Midlands -9 317 £47,500 +11.76% 349
Yorkshire +7 305 £45,000 -5.26% 361
East Midlands -14 216 £48,000 +15.66% 249
North East +8 104 £38,800 -7.37% 130
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
1 138 (2.36%) SharePoint
2 60 (1.03%) Oracle Application Server
3 59 (1.01%) Confluence
4 58 (0.99%) Microsoft Exchange
5 56 (0.96%) CMS
6 39 (0.67%) Apache Spark
7 26 (0.45%) IBM Domino
8 20 (0.34%) nginx
9 19 (0.33%) Apache Airflow
10 18 (0.31%) SAS
11 14 (0.24%) Apache
12 8 (0.14%) Skype for Business
13 7 (0.12%) Moodle
14 6 (0.10%) Kinematics
14 6 (0.10%) Luigi
14 6 (0.10%) Tomcat
15 5 (0.086%) ArcGIS
15 5 (0.086%) IIS
15 5 (0.086%) Umbraco
16 4 (0.068%) WordPress
Applications
1 430 (7.36%) Microsoft Excel
2 420 (7.19%) Microsoft PowerPoint
3 262 (4.49%) Chatbot
4 224 (3.84%) Microsoft Office
5 101 (1.73%) Abaqus
6 69 (1.18%) Mathcad
7 42 (0.72%) MS Visio
8 34 (0.58%) Maya
9 23 (0.39%) Microsoft Project
10 13 (0.22%) Spreadsheet
11 12 (0.21%) Trello
12 7 (0.12%) Adobe XD
12 7 (0.12%) Photoshop
13 6 (0.10%) Adobe Creative Suite
13 6 (0.10%) Adobe Illustrator
13 6 (0.10%) AutoCAD
14 5 (0.086%) SOLIDWORKS
14 5 (0.086%) SPSS
15 4 (0.068%) InDesign
15 4 (0.068%) Simulink
Business Applications
1 83 (1.42%) NetSuite
2 61 (1.04%) SAP S/4HANA
3 44 (0.75%) Dynamics CRM
4 32 (0.55%) Shopify
5 30 (0.51%) SAP BPC
6 28 (0.48%) Infor LN
7 26 (0.45%) 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 CO
11 10 (0.17%) SAP ERP
11 10 (0.17%) SAP FI
11 10 (0.17%) SAP FI/CO
12 9 (0.15%) Maximo
13 8 (0.14%) Primavera
14 7 (0.12%) Dynamics GP
14 7 (0.12%) Infor M3
15 6 (0.10%) Salesforce CRM
Cloud Services
1 934 (15.99%) Azure
2 695 (11.90%) AWS
3 440 (7.53%) Power Platform
4 397 (6.80%) GCP
5 265 (4.54%) Serverless
6 248 (4.25%) Microsoft 365
7 229 (3.92%) AWS Lambda
8 227 (3.89%) SaaS
9 110 (1.88%) Google Analytics
10 77 (1.32%) Dynamics 365
11 70 (1.20%) Azure Data Factory
12 69 (1.18%) Azure DevOps
12 69 (1.18%) Google Ads
13 65 (1.11%) PaaS
14 64 (1.10%) Amazon EKS
15 62 (1.06%) Entra ID
16 53 (0.91%) Azure Synapse Analytics
17 51 (0.87%) AWS CloudFormation
18 50 (0.86%) GitHub
19 46 (0.79%) Cloud Computing
Communications & Networking
1 749 (12.83%) VPN
2 460 (7.88%) DNS
3 270 (4.62%) Cisco IOS
4 220 (3.77%) Broadband
5 128 (2.19%) Firewall
6 74 (1.27%) TCP/IP
6 74 (1.27%) WAN
7 61 (1.04%) LAN
8 52 (0.89%) DHCP
9 45 (0.77%) VLAN
10 38 (0.65%) Network Security
11 32 (0.55%) Wireless
12 29 (0.50%) Intrusion Detection
13 24 (0.41%) Internet
14 23 (0.39%) VoIP
15 22 (0.38%) Wi-Fi
16 21 (0.36%) SD-WAN
17 17 (0.29%) IPsec
18 16 (0.27%) BGP
19 14 (0.24%) SAN
Database & Business Intelligence
1 397 (6.80%) Power BI
2 210 (3.60%) Tableau
3 207 (3.54%) Data Warehouse
4 187 (3.20%) SQL Server
5 131 (2.24%) Data Lake
6 96 (1.64%) Big Data
7 86 (1.47%) Relational Database
8 73 (1.25%) Data Mining
9 70 (1.20%) Oracle Reports
10 66 (1.13%) Metadata
11 63 (1.08%) Enterprise Data Warehouse
12 62 (1.06%) Elasticsearch
13 59 (1.01%) SQL Server Reporting Services
14 52 (0.89%) SQL Server Integration Services
15 47 (0.80%) NoSQL
16 44 (0.75%) PostgreSQL
17 34 (0.58%) BigQuery
18 30 (0.51%) Azure SQL Database
19 29 (0.50%) MySQL
20 28 (0.48%) Power Query
Development Applications
1 158 (2.71%) JIRA
2 147 (2.52%) Git
3 74 (1.27%) Jenkins
4 42 (0.72%) Selenium
5 33 (0.57%) Oracle Forms
6 21 (0.36%) JUnit
7 18 (0.31%) GitLab
8 16 (0.27%) Maven
9 12 (0.21%) Bazaar
9 12 (0.21%) Postman
10 11 (0.19%) Cypress.io
10 11 (0.19%) JMeter
11 10 (0.17%) Mockito
11 10 (0.17%) Visual Studio
12 9 (0.15%) Cucumber
12 9 (0.15%) Locust
13 8 (0.14%) Bitbucket
14 7 (0.12%) Balsamiq
14 7 (0.12%) Mocha
14 7 (0.12%) WebDriver
General
1 2,771 (47.45%) Social Skills
2 2,218 (37.98%) Finance
3 1,264 (21.64%) Inclusion and Diversity
4 657 (11.25%) Marketing
5 584 (10.00%) Banking
6 456 (7.81%) Law
7 412 (7.05%) Retail
8 375 (6.42%) Financial Institution
9 347 (5.94%) Organisational Skills
10 319 (5.46%) Manufacturing
11 303 (5.19%) French Language
12 293 (5.02%) German Language
13 269 (4.61%) Presentation Skills
14 231 (3.96%) Legal
15 181 (3.10%) Advertising
16 152 (2.60%) Electronics
17 130 (2.23%) Public Sector
18 129 (2.21%) Influencing Skills
19 103 (1.76%) Telecoms
20 95 (1.63%) Games
Job Titles
1 1,166 (19.97%) Analyst
2 1,043 (17.86%) Senior
3 690 (11.82%) Developer
4 462 (7.91%) Software Developer
5 428 (7.33%) Lead
6 305 (5.22%) Trainer
7 290 (4.97%) Infrastructure Engineer
8 283 (4.85%) Research Analyst
9 280 (4.79%) Credit Analyst
10 217 (3.72%) Machine Learning Engineer
11 210 (3.60%) Architect
12 164 (2.81%) Business Analyst
13 160 (2.74%) Consultant
14 159 (2.72%) Product Manager
15 149 (2.55%) Data Analyst
16 134 (2.29%) IT Support
17 131 (2.24%) Support Analyst
18 125 (2.14%) Senior Manager
19 124 (2.12%) Senior Analyst
20 121 (2.07%) Software Engineer
Libraries, Frameworks & Software Standards
1 275 (4.71%) Elastic Stack
2 122 (2.09%) .NET
3 120 (2.05%) React
4 106 (1.82%) Node.js
5 93 (1.59%) HTML
6 77 (1.32%) REST
7 68 (1.16%) Pandas
8 65 (1.11%) CSS
9 63 (1.08%) RESTful
10 59 (1.01%) AngularJS
11 52 (0.89%) Kafka
12 44 (0.75%) JSON
12 44 (0.75%) SOAP
13 41 (0.70%) Middleware
14 39 (0.67%) Spring
15 33 (0.57%) Web Services
16 32 (0.55%) Spring Boot
17 27 (0.46%) XML
18 24 (0.41%) Playwright
19 21 (0.36%) Hibernate
Miscellaneous
1 732 (12.53%) Cyberattack
2 413 (7.07%) Self-Motivation
3 358 (6.13%) Analytical Mindset
4 324 (5.55%) Credit Risk
5 283 (4.85%) Fixed Income
6 231 (3.96%) Management Information System
7 137 (2.35%) FMCG
8 129 (2.21%) Social Media
9 128 (2.19%) Product Ownership
10 126 (2.16%) Algorithms
11 94 (1.61%) Data Structures
12 87 (1.49%) Onboarding
13 76 (1.30%) Enterprise Software
14 71 (1.22%) Robotics
15 67 (1.15%) Legacy Systems
16 66 (1.13%) Digital Media
16 66 (1.13%) Marketing Technology
17 65 (1.11%) Driving Licence
18 59 (1.01%) Mobile App
19 57 (0.98%) Cloud Native
Operating Systems
1 848 (14.52%) Linux
2 743 (12.72%) Android
3 574 (9.83%) Windows
4 89 (1.52%) Windows Server
5 40 (0.68%) Windows Vista
6 37 (0.63%) Unix
7 34 (0.58%) Windows 10
8 22 (0.38%) Apple iOS
9 17 (0.29%) Red Hat Enterprise Linux
10 16 (0.27%) Mac OS
11 11 (0.19%) Windows Server 2012
11 11 (0.19%) Windows Server 2019
12 10 (0.17%) Windows 7
13 8 (0.14%) Windows Server 2016
14 5 (0.086%) Mac OS X
14 5 (0.086%) VMS
14 5 (0.086%) Windows Server 2008
15 4 (0.068%) Embedded Linux
16 2 (0.034%) Windows Server 2003
16 2 (0.034%) zOS
Processes & Methodologies
1 2,827 (48.41%) Problem-Solving
2 1,631 (27.93%) Agile
3 956 (16.37%) Analytics
3 956 (16.37%) Decision-Making
4 931 (15.94%) Mathematics
5 911 (15.60%) Risk Management
6 800 (13.70%) Project Management
7 790 (13.53%) Line Management
8 725 (12.41%) Artificial Intelligence
9 630 (10.79%) DevOps
10 615 (10.53%) Mentoring
11 521 (8.92%) Continuous Improvement
12 511 (8.75%) Data Science
13 502 (8.60%) Machine Learning
14 498 (8.53%) Business Intelligence
15 480 (8.22%) CI/CD
16 475 (8.13%) OO
17 473 (8.10%) Design Patterns
18 472 (8.08%) OOP
19 464 (7.95%) Business Strategy
Programming Languages
1 1,471 (25.19%) Python
2 807 (13.82%) SQL
3 638 (10.92%) Java
4 502 (8.60%) C++
5 455 (7.79%) Go
6 333 (5.70%) PowerShell
7 290 (4.97%) Bash
8 272 (4.66%) TypeScript
9 244 (4.18%) JavaScript
10 133 (2.28%) C#
11 82 (1.40%) R
12 51 (0.87%) T-SQL
13 50 (0.86%) Rust
14 43 (0.74%) VBA
15 42 (0.72%) PL/SQL
16 34 (0.58%) Data Analysis Expressions
17 29 (0.50%) C
18 27 (0.46%) Shell Script
19 23 (0.39%) PHP
20 18 (0.31%) Kotlin
Qualifications
1 2,187 (37.45%) Degree
2 909 (15.57%) Master's Degree
3 605 (10.36%) Security Cleared
4 533 (9.13%) PhD
5 494 (8.46%) DV Cleared
6 278 (4.76%) CFA
7 256 (4.38%) BPSS Clearance
8 183 (3.13%) DBS Check
9 162 (2.77%) Computer Science Degree
10 127 (2.17%) HND
11 117 (2.00%) PMI Certification
12 110 (1.88%) CISSP
13 104 (1.78%) Chartered Engineer
14 101 (1.73%) ACCA
14 101 (1.73%) PMP
15 99 (1.70%) CIMA
16 95 (1.63%) SC Cleared
17 69 (1.18%) Microsoft Certification
18 63 (1.08%) Azure Certification
19 62 (1.06%) Cisco Certification
Quality Assurance & Compliance
1 339 (5.80%) QA
2 187 (3.20%) Data Quality
3 141 (2.41%) GDPR
4 112 (1.92%) ISO/IEC 27001
5 86 (1.47%) Accessibility
6 78 (1.34%) NIST
7 67 (1.15%) SLA
8 55 (0.94%) PMO
9 47 (0.80%) Cyber Essentials
10 38 (0.65%) Cyber Essentials PLUS
11 33 (0.57%) IFRS
12 32 (0.55%) Actionable Recommendations
13 31 (0.53%) GAAP
13 31 (0.53%) PCI DSS
14 29 (0.50%) GRC
15 21 (0.36%) Sarbanes-Oxley
16 12 (0.21%) SOC 2
17 11 (0.19%) GxP
18 10 (0.17%) California Consumer Privacy Act
19 9 (0.15%) GMP
System Software
1 803 (13.75%) Docker
2 282 (4.83%) Hyper-V
3 263 (4.50%) vSphere
4 262 (4.49%) VMware NSX
5 172 (2.95%) Active Directory
6 32 (0.55%) VMware Infrastructure
7 12 (0.21%) Virtual Machines
8 9 (0.15%) VMware ESXi
9 8 (0.14%) Firmware
10 6 (0.10%) HDFS
11 5 (0.086%) Virtual Servers
12 4 (0.068%) Virtual Desktop
13 3 (0.051%) Postfix
14 2 (0.034%) Veritas Cluster Server
14 2 (0.034%) zsh
15 1 (0.017%) Embedded Firmware
15 1 (0.017%) Snort
15 1 (0.017%) XenDesktop
Systems Management
1 736 (12.60%) Ansible
2 358 (6.13%) Terraform
3 142 (2.43%) Kubernetes
4 38 (0.65%) Microsoft Intune
5 28 (0.48%) Grafana
6 22 (0.38%) SCCM
7 15 (0.26%) Prometheus
8 12 (0.21%) Progress Chef
9 11 (0.19%) SCOM
10 10 (0.17%) Single Sign-On
11 9 (0.15%) Nagios
12 8 (0.14%) EMC NetWorker
13 6 (0.10%) Active Directory Federation Services
13 6 (0.10%) Oracle RMAN
13 6 (0.10%) SCOrch
13 6 (0.10%) vCenter Server
14 5 (0.086%) Nessus
14 5 (0.086%) Puppet
15 4 (0.068%) HAProxy
15 4 (0.068%) QRadar
Vendors
1 850 (14.55%) Microsoft
2 356 (6.10%) Google
3 326 (5.58%) Cisco
4 301 (5.15%) Splunk
5 287 (4.91%) Bloomberg
6 273 (4.67%) Juniper
7 262 (4.49%) 3PAR
8 255 (4.37%) PayPal
9 236 (4.04%) SAP
10 226 (3.87%) Oracle
11 165 (2.83%) Databricks
12 122 (2.09%) Adobe
13 114 (1.95%) Salesforce
14 91 (1.56%) ServiceNow
15 64 (1.10%) TikTok
16 56 (0.96%) Facebook
17 53 (0.91%) VMware
18 41 (0.70%) Infor
19 37 (0.63%) Avaloq
20 35 (0.60%) YouTube