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

6 months to
8 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 5,810 9,026 8,057
As % of all permanent jobs advertised in England 11.67% 9.64% 9.68%
As % of the General category 16.76% 16.84% 14.30%
Number of salaries quoted 2,282 4,915 4,165
10th Percentile £31,250 £28,000 £30,500
25th Percentile £41,781 £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 £72,500 £68,750 £72,500
90th Percentile £90,000 £87,500 £91,250
UK median annual salary £55,000 £50,000 £55,000
% change year-on-year +10.00% -9.09% -

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 34,662 53,587 56,361
As % of all permanent jobs advertised in England 69.61% 57.24% 67.70%
Number of salaries quoted 16,324 36,500 31,693
10th Percentile £27,250 £27,500 £32,250
25th Percentile £39,750 £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 8 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 8 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 1,966 £65,000 -3.70% 4,418
North of England +15 1,678 £50,000 +10.50% 1,257
North West +14 1,281 £50,055 +6.50% 758
South East -10 739 £53,460 +9.10% 2,024
Midlands -11 522 £47,500 +11.76% 624
East of England -2 408 £50,967 +13.26% 410
South West +5 330 £51,610 +14.69% 567
West Midlands -12 309 £47,500 +11.76% 366
Yorkshire +7 295 £45,000 -5.26% 365
East Midlands -17 213 £48,250 +16.27% 237
North East +11 100 £39,100 -6.90% 141
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 (2.38%) SharePoint
2 60 (1.03%) Oracle Application Server
3 58 (1.00%) Confluence
4 57 (0.98%) Microsoft Exchange
5 52 (0.90%) CMS
6 37 (0.64%) Apache Spark
7 26 (0.45%) IBM Domino
8 22 (0.38%) SAS
9 20 (0.34%) nginx
10 17 (0.29%) Apache Airflow
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 (0.069%) WordPress
Applications
1 413 (7.11%) Microsoft PowerPoint
2 410 (7.06%) Microsoft Excel
3 238 (4.10%) Chatbot
4 212 (3.65%) Microsoft Office
5 101 (1.74%) Abaqus
6 69 (1.19%) Mathcad
7 41 (0.71%) MS Visio
8 35 (0.60%) Maya
9 21 (0.36%) 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 (0.069%) InDesign
15 4 (0.069%) Simulink
Business Applications
1 88 (1.51%) NetSuite
2 57 (0.98%) SAP S/4HANA
3 42 (0.72%) Dynamics CRM
4 34 (0.59%) Shopify
5 30 (0.52%) SAP BPC
6 28 (0.48%) Infor LN
7 24 (0.41%) 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 (0.15%) Maximo
13 7 (0.12%) Infor M3
13 7 (0.12%) SAP CO
13 7 (0.12%) SAP FI
13 7 (0.12%) SAP FI/CO
14 6 (0.10%) Salesforce CRM
15 5 (0.086%) Dynamics GP
15 5 (0.086%) SAP FSCM
Cloud Services
1 925 (15.92%) Azure
2 694 (11.94%) AWS
3 426 (7.33%) Power Platform
4 395 (6.80%) GCP
5 265 (4.56%) Serverless
6 245 (4.22%) Microsoft 365
7 227 (3.91%) AWS Lambda
8 222 (3.82%) SaaS
9 106 (1.82%) Google Analytics
10 78 (1.34%) Dynamics 365
11 69 (1.19%) Azure Data Factory
12 68 (1.17%) Azure DevOps
13 67 (1.15%) Google Ads
14 61 (1.05%) Amazon EKS
15 60 (1.03%) Entra ID
16 59 (1.02%) PaaS
17 51 (0.88%) AWS CloudFormation
17 51 (0.88%) Azure Synapse Analytics
18 50 (0.86%) GitHub
19 48 (0.83%) Cloud Computing
Communications & Networking
1 747 (12.86%) VPN
2 458 (7.88%) DNS
3 270 (4.65%) Cisco IOS
4 220 (3.79%) Broadband
5 129 (2.22%) Firewall
6 75 (1.29%) TCP/IP
6 75 (1.29%) WAN
7 60 (1.03%) LAN
8 51 (0.88%) DHCP
9 44 (0.76%) VLAN
10 37 (0.64%) Network Security
11 33 (0.57%) Wireless
12 29 (0.50%) Intrusion Detection
13 24 (0.41%) Internet
14 23 (0.40%) SD-WAN
14 23 (0.40%) VoIP
15 22 (0.38%) Wi-Fi
16 17 (0.29%) BGP
16 17 (0.29%) IPsec
17 15 (0.26%) HTTP
Database & Business Intelligence
1 384 (6.61%) Power BI
2 216 (3.72%) Tableau
3 208 (3.58%) Data Warehouse
4 182 (3.13%) SQL Server
5 131 (2.25%) Data Lake
6 94 (1.62%) Big Data
7 82 (1.41%) Relational Database
8 70 (1.20%) Oracle Reports
9 69 (1.19%) Data Mining
10 64 (1.10%) Metadata
11 63 (1.08%) Enterprise Data Warehouse
12 62 (1.07%) Elasticsearch
13 59 (1.02%) SQL Server Reporting Services
14 52 (0.90%) SQL Server Integration Services
15 48 (0.83%) NoSQL
16 45 (0.77%) PostgreSQL
17 31 (0.53%) BigQuery
18 30 (0.52%) Azure SQL Database
18 30 (0.52%) MySQL
19 28 (0.48%) Power Query
Development Applications
1 155 (2.67%) Git
2 153 (2.63%) JIRA
3 73 (1.26%) Jenkins
4 40 (0.69%) Selenium
5 32 (0.55%) Oracle Forms
6 21 (0.36%) JUnit
7 20 (0.34%) GitLab
8 16 (0.28%) Maven
9 13 (0.22%) Postman
10 12 (0.21%) Cypress.io
10 12 (0.21%) JMeter
11 10 (0.17%) Mockito
11 10 (0.17%) Visual Studio
12 9 (0.15%) Bazaar
12 9 (0.15%) Cucumber
13 8 (0.14%) Bitbucket
14 7 (0.12%) Artifactory
14 7 (0.12%) Balsamiq
14 7 (0.12%) Mocha
14 7 (0.12%) WebDriver
General
1 2,804 (48.26%) Social Skills
2 2,151 (37.02%) Finance
3 1,238 (21.31%) Inclusion and Diversity
4 626 (10.77%) Marketing
5 562 (9.67%) Banking
6 425 (7.31%) Law
7 400 (6.88%) Retail
8 369 (6.35%) Financial Institution
9 345 (5.94%) Organisational Skills
10 319 (5.49%) Manufacturing
11 302 (5.20%) French Language
12 293 (5.04%) German Language
13 257 (4.42%) Presentation Skills
14 213 (3.67%) Influencing Skills
15 210 (3.61%) Legal
16 163 (2.81%) Advertising
17 154 (2.65%) Electronics
18 128 (2.20%) Public Sector
19 101 (1.74%) Telecoms
20 94 (1.62%) Games
Job Titles
1 1,237 (21.29%) Analyst
2 1,025 (17.64%) Senior
3 687 (11.82%) Developer
4 461 (7.93%) Software Developer
5 406 (6.99%) Lead
6 290 (4.99%) Infrastructure Engineer
7 283 (4.87%) Research Analyst
8 281 (4.84%) Credit Analyst
9 280 (4.82%) Trainer
10 217 (3.73%) Machine Learning Engineer
11 207 (3.56%) Architect
12 164 (2.82%) Business Analyst
13 163 (2.81%) Consultant
14 160 (2.75%) Product Manager
15 151 (2.60%) Data Analyst
16 130 (2.24%) IT Support
17 126 (2.17%) Senior Analyst
18 124 (2.13%) Support Analyst
19 122 (2.10%) Senior Manager
20 108 (1.86%) Software Engineer
Libraries, Frameworks & Software Standards
1 274 (4.72%) Elastic Stack
2 121 (2.08%) .NET
2 121 (2.08%) React
3 107 (1.84%) Node.js
4 93 (1.60%) HTML
5 76 (1.31%) REST
6 68 (1.17%) Pandas
7 66 (1.14%) CSS
8 61 (1.05%) AngularJS
8 61 (1.05%) RESTful
9 47 (0.81%) Kafka
10 44 (0.76%) SOAP
11 43 (0.74%) JSON
12 41 (0.71%) Middleware
13 37 (0.64%) Spring
14 33 (0.57%) Web Services
15 31 (0.53%) Spring Boot
16 26 (0.45%) XML
17 22 (0.38%) Playwright
18 21 (0.36%) Flask
Miscellaneous
1 732 (12.60%) Cyberattack
2 406 (6.99%) Self-Motivation
3 343 (5.90%) Analytical Mindset
4 324 (5.58%) Credit Risk
5 283 (4.87%) Fixed Income
6 223 (3.84%) Management Information System
7 133 (2.29%) FMCG
8 122 (2.10%) Social Media
9 121 (2.08%) Product Ownership
10 114 (1.96%) Algorithms
11 90 (1.55%) Data Structures
12 79 (1.36%) Onboarding
13 75 (1.29%) Enterprise Software
14 73 (1.26%) Robotics
15 65 (1.12%) Legacy Systems
15 65 (1.12%) Marketing Technology
16 63 (1.08%) Digital Media
17 59 (1.02%) Driving Licence
17 59 (1.02%) Security Posture
18 56 (0.96%) Mobile App
Operating Systems
1 847 (14.58%) Linux
2 742 (12.77%) Android
3 569 (9.79%) Windows
4 87 (1.50%) Windows Server
5 40 (0.69%) Windows Vista
6 38 (0.65%) Unix
7 33 (0.57%) Windows 10
8 21 (0.36%) Apple iOS
9 16 (0.28%) Mac OS
10 15 (0.26%) Red Hat Enterprise Linux
11 11 (0.19%) Windows Server 2012
12 10 (0.17%) Windows 7
12 10 (0.17%) Windows Server 2019
13 8 (0.14%) Windows Server 2016
14 5 (0.086%) Mac OS X
14 5 (0.086%) Windows Server 2008
15 4 (0.069%) Embedded Linux
16 3 (0.052%) VMS
17 2 (0.034%) Windows Server 2003
17 2 (0.034%) zOS
Processes & Methodologies
1 2,875 (49.48%) Problem-Solving
2 1,592 (27.40%) Agile
3 937 (16.13%) Analytics
4 926 (15.94%) Mathematics
5 924 (15.90%) Decision-Making
6 898 (15.46%) Risk Management
7 786 (13.53%) Project Management
8 783 (13.48%) Line Management
9 681 (11.72%) Artificial Intelligence
10 621 (10.69%) DevOps
11 605 (10.41%) Mentoring
12 597 (10.28%) Continuous Improvement
13 506 (8.71%) Data Science
14 489 (8.42%) Machine Learning
15 482 (8.30%) Business Intelligence
16 476 (8.19%) OO
17 473 (8.14%) CI/CD
17 473 (8.14%) OOP
18 471 (8.11%) Design Patterns
19 470 (8.09%) Collaborative Working
Programming Languages
1 1,472 (25.34%) Python
2 800 (13.77%) SQL
3 632 (10.88%) Java
4 502 (8.64%) C++
5 454 (7.81%) Go
6 335 (5.77%) PowerShell
7 290 (4.99%) Bash
8 270 (4.65%) TypeScript
9 243 (4.18%) JavaScript
10 130 (2.24%) C#
11 80 (1.38%) R
12 51 (0.88%) T-SQL
13 50 (0.86%) Rust
14 42 (0.72%) VBA
15 41 (0.71%) PL/SQL
16 34 (0.59%) Data Analysis Expressions
17 32 (0.55%) C
18 27 (0.46%) Shell Script
19 22 (0.38%) PHP
20 21 (0.36%) MATLAB
Qualifications
1 2,143 (36.88%) Degree
2 884 (15.22%) Master's Degree
3 600 (10.33%) Security Cleared
4 509 (8.76%) PhD
5 490 (8.43%) DV Cleared
6 278 (4.78%) CFA
7 256 (4.41%) BPSS Clearance
8 184 (3.17%) DBS Check
9 161 (2.77%) Computer Science Degree
10 128 (2.20%) HND
11 120 (2.07%) PMI Certification
12 119 (2.05%) CBAP
13 105 (1.81%) CISSP
14 104 (1.79%) Chartered Engineer
15 102 (1.76%) PMP
16 94 (1.62%) ACCA
16 94 (1.62%) SC Cleared
17 92 (1.58%) CIMA
18 68 (1.17%) Microsoft Certification
19 63 (1.08%) Cisco Certification
Quality Assurance & Compliance
1 336 (5.78%) QA
2 183 (3.15%) Data Quality
3 137 (2.36%) GDPR
4 111 (1.91%) ISO/IEC 27001
5 79 (1.36%) Accessibility
5 79 (1.36%) NIST
6 68 (1.17%) SLA
7 48 (0.83%) PMO
8 47 (0.81%) Cyber Essentials
9 38 (0.65%) Cyber Essentials PLUS
10 33 (0.57%) Actionable Recommendations
10 33 (0.57%) IFRS
11 31 (0.53%) GAAP
11 31 (0.53%) PCI DSS
12 28 (0.48%) GRC
13 20 (0.34%) Sarbanes-Oxley
14 12 (0.21%) SOC 2
15 11 (0.19%) GMP
15 11 (0.19%) GxP
16 9 (0.15%) HIPAA
System Software
1 802 (13.80%) Docker
2 282 (4.85%) Hyper-V
3 263 (4.53%) vSphere
4 262 (4.51%) VMware NSX
5 168 (2.89%) Active Directory
6 31 (0.53%) VMware Infrastructure
7 9 (0.15%) Virtual Machines
7 9 (0.15%) VMware ESXi
8 8 (0.14%) Firmware
9 6 (0.10%) HDFS
10 5 (0.086%) Virtual Servers
11 4 (0.069%) Virtual Desktop
12 3 (0.052%) Postfix
13 2 (0.034%) Veritas Cluster Server
13 2 (0.034%) zsh
14 1 (0.017%) Embedded Firmware
14 1 (0.017%) Snort
14 1 (0.017%) XenDesktop
Systems Management
1 737 (12.69%) Ansible
2 356 (6.13%) Terraform
3 138 (2.38%) Kubernetes
4 37 (0.64%) Microsoft Intune
5 26 (0.45%) Grafana
6 22 (0.38%) SCCM
7 15 (0.26%) Prometheus
8 12 (0.21%) Progress Chef
9 11 (0.19%) SCOM
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 (0.086%) Nessus
12 5 (0.086%) Puppet
13 4 (0.069%) Matomo
13 4 (0.069%) QRadar
Vendors
1 820 (14.11%) Microsoft
2 345 (5.94%) Google
3 325 (5.59%) Cisco
4 300 (5.16%) Splunk
5 287 (4.94%) Bloomberg
6 274 (4.72%) Juniper
7 262 (4.51%) 3PAR
8 233 (4.01%) SAP
9 230 (3.96%) PayPal
10 224 (3.86%) Oracle
11 165 (2.84%) Databricks
12 121 (2.08%) Salesforce
13 120 (2.07%) Adobe
14 89 (1.53%) ServiceNow
15 60 (1.03%) TikTok
16 56 (0.96%) Facebook
17 49 (0.84%) VMware
18 41 (0.71%) Infor
19 36 (0.62%) Avaloq
20 35 (0.60%) YouTube