Analytical Skills Jobs with Work from Home Options

Analytical Skills
UK > Work from Home

The table below looks at the prevalence of the term Analytical Skills in remote or hybrid work. Included is a benchmarking guide to the salaries offered in vacancies that cited Analytical Skills over the 6 months leading up to 26 July 2024, comparing them to the same period in the previous two years.

6 months to
26 Jul 2024
Same period 2023 Same period 2022
Rank 17 24 34
Rank change year-on-year +7 +10 +18
Permanent jobs citing Analytical Skills 2,902 2,888 7,043
As % of all permanent jobs with a WFH option 10.39% 8.80% 8.97%
As % of the General category 17.05% 13.52% 13.58%
Number of salaries quoted 1,470 2,124 3,269
10th Percentile £32,500 £30,500 £32,075
25th Percentile £41,250 £40,975 £40,500
Median annual salary (50th Percentile) £53,250 £54,222 £55,000
Median % change year-on-year -1.79% -1.41% +5.03%
75th Percentile £71,991 £71,250 £70,000
90th Percentile £88,750 £87,500 £84,000
UK median annual salary £50,000 £54,882 £54,223
% change year-on-year -8.90% +1.22% +8.45%

All General Skills
Work from Home

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 with remote or hybrid options requiring common skills.

Permanent vacancies with a requirement for common skills 17,022 21,367 51,870
As % of all permanent jobs with a WFH option 60.93% 65.11% 66.05%
Number of salaries quoted 11,520 15,606 26,987
10th Percentile £32,500 £36,250 £35,000
25th Percentile £42,500 £46,570 £45,000
Median annual salary (50th Percentile) £57,500 £62,500 £60,000
Median % change year-on-year -8.00% +4.17% +7.14%
75th Percentile £77,500 £82,500 £80,000
90th Percentile £100,000 £102,500 £96,250
UK median annual salary £54,000 £60,000 £60,000
% change year-on-year -10.00% - +6.19%

Analytical Skills
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Analytical Skills as a proportion of all IT jobs advertised.

Analytical Skills trend for jobs with a WFH option

Analytical Skills
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Analytical Skills.

Analytical Skills salary trend for jobs with a WFH option

Analytical Skills
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Analytical Skills over the 6 months to 26 July 2024.

Analytical Skills salary histogram for jobs with a WFH option

Analytical Skills
Co-occurring Skills and Capabilities with WFH Options 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 67 (2.31%) SharePoint
2 35 (1.21%) Microsoft Exchange
3 33 (1.14%) Apache
4 28 (0.96%) SAS
5 16 (0.55%) CMS
6 14 (0.48%) IIS
7 13 (0.45%) Apache Spark
8 11 (0.38%) Confluence
9 10 (0.34%) Apache Airflow
10 8 (0.28%) WordPress
11 5 (0.17%) nginx
12 4 (0.14%) Luigi
12 4 (0.14%) Umbraco
13 2 (0.069%) Adobe Experience Manager
13 2 (0.069%) Ethereum
13 2 (0.069%) Jupyter
13 2 (0.069%) OpenStack
13 2 (0.069%) Oracle Application Server
13 2 (0.069%) Oracle Workflow
13 2 (0.069%) Tomcat
Applications
1 650 (22.40%) Microsoft Excel
2 97 (3.34%) Microsoft Office
3 56 (1.93%) Microsoft PowerPoint
4 29 (1.00%) Microsoft Project
5 20 (0.69%) MS Visio
6 12 (0.41%) OrCAD
7 10 (0.34%) Spreadsheet
8 5 (0.17%) Chatbot
8 5 (0.17%) Simulink
9 4 (0.14%) SOLIDWORKS
10 2 (0.069%) Acrobat
10 2 (0.069%) SPSS
11 1 (0.034%) Adobe XD
11 1 (0.034%) CapCut
11 1 (0.034%) Sketch
11 1 (0.034%) Trello
Business Applications
1 34 (1.17%) Dynamics CRM
2 20 (0.69%) SAP S/4HANA
3 14 (0.48%) Oracle Receivables
4 13 (0.45%) Remedy ITSM
5 11 (0.38%) Unit4 Business World
6 10 (0.34%) NEC Housing
7 9 (0.31%) NetSuite
8 8 (0.28%) Salesforce CRM
9 7 (0.24%) Magento
10 6 (0.21%) Oracle EBS
10 6 (0.21%) Oracle General Ledger
10 6 (0.21%) Oracle Subledger Accounting
10 6 (0.21%) SAP MM
11 5 (0.17%) Dynamics NAV
11 5 (0.17%) Sage 200
11 5 (0.17%) SAP WM
12 4 (0.14%) Adobe Campaign
12 4 (0.14%) Dynamics AX
12 4 (0.14%) Elite 3E
13 3 (0.10%) iTrent
Cloud Services
1 605 (20.85%) Azure
2 319 (10.99%) Power Platform
3 285 (9.82%) AWS
4 259 (8.92%) Entra ID
5 137 (4.72%) Microsoft 365
6 85 (2.93%) SaaS
7 55 (1.90%) Dynamics 365
8 49 (1.69%) PowerApps
9 47 (1.62%) GCP
9 47 (1.62%) IaaS
10 46 (1.59%) Azure DevOps
11 44 (1.52%) Azure Data Factory
12 38 (1.31%) PaaS
13 37 (1.27%) Power Automate
14 36 (1.24%) Serverless
15 31 (1.07%) Cloud Computing
16 28 (0.96%) Azure Synapse Analytics
16 28 (0.96%) Google Analytics
17 25 (0.86%) Azure Monitor
17 25 (0.86%) WhatsApp
Communications & Networking
1 670 (23.09%) Broadband
2 210 (7.24%) 5G
3 79 (2.72%) Firewall
4 61 (2.10%) DNS
5 35 (1.21%) WAN
6 33 (1.14%) TCP/IP
7 31 (1.07%) DHCP
8 30 (1.03%) Wi-Fi
9 29 (1.00%) LAN
10 28 (0.96%) Wireless
11 19 (0.65%) Network Security
12 18 (0.62%) Internet
12 18 (0.62%) SAN
13 16 (0.55%) Ethernet
13 16 (0.55%) Intrusion Detection
14 14 (0.48%) VPN
15 12 (0.41%) SD-WAN
16 11 (0.38%) NAS
17 9 (0.31%) VLAN
18 8 (0.28%) Cisco ISE
Database & Business Intelligence
1 282 (9.72%) Power BI
2 252 (8.68%) Tableau
3 139 (4.79%) SQL Server
4 95 (3.27%) Data Warehouse
5 67 (2.31%) Relational Database
6 57 (1.96%) MySQL
7 51 (1.76%) PostgreSQL
8 34 (1.17%) Big Data
8 34 (1.17%) MongoDB
9 32 (1.10%) Power Query
10 31 (1.07%) RDBMS
11 28 (0.96%) Data Lake
12 21 (0.72%) SQL Server Reporting Services
13 20 (0.69%) Azure SQL Database
14 19 (0.65%) SQL Server Integration Services
15 15 (0.52%) Enterprise Data Warehouse
15 15 (0.52%) QlikView
16 14 (0.48%) Elasticsearch
16 14 (0.48%) GIS
16 14 (0.48%) Oracle Database
Development Applications
1 210 (7.24%) Git
2 59 (2.03%) JIRA
3 28 (0.96%) Selenium
4 25 (0.86%) Jenkins
5 18 (0.62%) SpecFlow
6 17 (0.59%) Visual Studio
7 16 (0.55%) Subversion
8 15 (0.52%) Cucumber
9 13 (0.45%) PowerBuilder
10 10 (0.34%) GitLab
10 10 (0.34%) Oracle APEX
11 8 (0.28%) Moq
12 7 (0.24%) Cypress.io
12 7 (0.24%) Maven
12 7 (0.24%) SQL Server Management Studio (SSMS)
13 6 (0.21%) JUnit
13 6 (0.21%) SonarQube
13 6 (0.21%) WebDriver
14 5 (0.17%) Postman
14 5 (0.17%) TestNG
General
1 1,689 (58.20%) Social Skills
2 1,049 (36.15%) Finance
3 519 (17.88%) Influencing Skills
4 356 (12.27%) Inclusion and Diversity
5 280 (9.65%) Retail
6 234 (8.06%) Presentation Skills
7 195 (6.72%) Marketing
8 166 (5.72%) Public Sector
9 159 (5.48%) Legal
10 85 (2.93%) Law
11 78 (2.69%) Pharmaceutical
12 74 (2.55%) Organisational Skills
13 71 (2.45%) Manufacturing
14 49 (1.69%) Banking
15 40 (1.38%) Electronics
16 38 (1.31%) Telecoms
17 36 (1.24%) Automotive
18 35 (1.21%) Games
18 35 (1.21%) Local Government
19 28 (0.96%) Documentation Skills
Job Titles
1 1,077 (37.11%) Analyst
2 741 (25.53%) Senior
3 381 (13.13%) Senior Analyst
4 211 (7.27%) Technical Specialist
5 210 (7.24%) Linux Specialist
6 206 (7.10%) Lead
7 196 (6.75%) Data Analyst
8 186 (6.41%) Developer
9 164 (5.65%) Consultant
10 151 (5.20%) Financial Analyst
11 139 (4.79%) Senior Data Warehouse Specialist
12 127 (4.38%) Commercial Analyst
12 127 (4.38%) Senior Linux Specialist
12 127 (4.38%) Senior Technical Specialist
12 127 (4.38%) Senior Unix Technical Specialist
13 105 (3.62%) Senior Data Analyst
14 94 (3.24%) Business Analyst
15 85 (2.93%) Architect
16 71 (2.45%) Project Manager
17 53 (1.83%) Support Engineer
Libraries, Frameworks & Software Standards
1 144 (4.96%) .NET
2 79 (2.72%) HTML
3 68 (2.34%) CSS
4 58 (2.00%) Web Services
5 47 (1.62%) REST
6 44 (1.52%) XML
7 42 (1.45%) AngularJS
8 40 (1.38%) RESTful
8 40 (1.38%) SOAP
9 39 (1.34%) .NET Framework
10 34 (1.17%) JSON
11 32 (1.10%) React
12 31 (1.07%) ASP.NET
13 19 (0.65%) Vue
14 17 (0.59%) Node.js
15 15 (0.52%) .NET Core
15 15 (0.52%) ASP.NET Core
15 15 (0.52%) Kafka
16 14 (0.48%) Middleware
17 13 (0.45%) Entity Framework
Miscellaneous
1 244 (8.41%) Social Media
2 138 (4.76%) Self-Motivation
3 136 (4.69%) Analytical Mindset
4 128 (4.41%) Management Information System
5 83 (2.86%) Algorithms
6 68 (2.34%) Life Science
7 66 (2.27%) Onboarding
8 65 (2.24%) Product Ownership
9 53 (1.83%) Enterprise Software
10 42 (1.45%) Data Structures
11 31 (1.07%) Data Centre
11 31 (1.07%) Public Cloud
12 30 (1.03%) NHS
13 23 (0.79%) Security Posture
14 22 (0.76%) Cyber Threat
14 22 (0.76%) Driving Licence
14 22 (0.76%) PMI
14 22 (0.76%) Team-Oriented Environment
15 21 (0.72%) Mobile App
15 21 (0.72%) Virtual Team
Operating Systems
1 332 (11.44%) Linux
2 223 (7.68%) Windows
3 210 (7.24%) Ubuntu
4 87 (3.00%) Windows Server
5 28 (0.96%) Windows 10
6 24 (0.83%) Windows Server 2012
7 22 (0.76%) AIX
7 22 (0.76%) Apple iOS
8 21 (0.72%) Unix
9 20 (0.69%) Mac OS
10 19 (0.65%) Android
11 14 (0.48%) Windows 8
11 14 (0.48%) Windows Vista
12 11 (0.38%) Windows 7
13 7 (0.24%) Windows Server 2016
14 5 (0.17%) VMS
14 5 (0.17%) Windows Server 2019
15 4 (0.14%) FreeRTOS
15 4 (0.14%) Kali Linux
15 4 (0.14%) Red Hat Enterprise Linux
Processes & Methodologies
1 1,227 (42.28%) Problem-Solving
2 862 (29.70%) Agile
3 725 (24.98%) Decision-Making
4 675 (23.26%) Actionable Insight
5 667 (22.98%) Mentoring
6 517 (17.82%) Analytics
7 490 (16.88%) Business Case
8 470 (16.20%) Budgeting
9 464 (15.99%) Budgeting and Forecasting
10 344 (11.85%) Business Intelligence
11 324 (11.16%) Artificial Intelligence
12 323 (11.13%) Data Analysis
13 321 (11.06%) Cybersecurity
14 316 (10.89%) Visualisation
15 305 (10.51%) Project Management
16 293 (10.10%) Continuous Improvement
16 293 (10.10%) CRM
17 256 (8.82%) IT Strategy
18 224 (7.72%) Statistics
19 219 (7.55%) Analytical Thinking
Programming Languages
1 558 (19.23%) SQL
2 374 (12.89%) Python
3 257 (8.86%) Bash
4 178 (6.13%) C#
5 128 (4.41%) JavaScript
6 95 (3.27%) Java
7 64 (2.21%) PowerShell
8 62 (2.14%) R
9 53 (1.83%) C
10 48 (1.65%) C++
11 38 (1.31%) PL/SQL
12 34 (1.17%) VB.NET
13 33 (1.14%) T-SQL
14 31 (1.07%) TypeScript
15 28 (0.96%) VB
16 21 (0.72%) Data Analysis Expressions
16 21 (0.72%) PHP
17 20 (0.69%) VBA
18 15 (0.52%) MATLAB
19 14 (0.48%) Ruby
Qualifications
1 732 (25.22%) Degree
2 486 (16.75%) ACCA
3 469 (16.16%) CIMA
4 198 (6.82%) DBS Check
5 167 (5.75%) Security Cleared
6 111 (3.82%) Computer Science Degree
7 104 (3.58%) Master's Degree
8 96 (3.31%) SC Cleared
9 53 (1.83%) PhD
10 51 (1.76%) PMI Certification
11 34 (1.17%) Azure Certification
12 33 (1.14%) Microsoft Certification
13 32 (1.10%) PMP
14 25 (0.86%) DV Cleared
15 24 (0.83%) Cisco Certification
16 23 (0.79%) BPSS Clearance
16 23 (0.79%) CISSP
17 18 (0.62%) Numerate Degree
18 17 (0.59%) TOGAF Certification
19 15 (0.52%) CCNP
Quality Assurance & Compliance
1 136 (4.69%) QA
2 117 (4.03%) Data Quality
3 71 (2.45%) ISO/IEC 27001
4 47 (1.62%) Accessibility
5 43 (1.48%) GDPR
6 39 (1.34%) SLA
7 28 (0.96%) Cyber Essentials
8 27 (0.93%) IFRS
9 22 (0.76%) NIST
10 20 (0.69%) PMO
11 17 (0.59%) ISO 9001
12 15 (0.52%) GRC
12 15 (0.52%) SOC 2
13 13 (0.45%) PCI DSS
14 10 (0.34%) NEBOSH
15 8 (0.28%) Cyber Essentials PLUS
16 7 (0.24%) COBIT
16 7 (0.24%) GAAP
16 7 (0.24%) ISO 14001
16 7 (0.24%) ISO 22301
System Software
1 326 (11.23%) Active Directory
2 57 (1.96%) VMware Infrastructure
3 39 (1.34%) Docker
4 27 (0.93%) Virtual Machines
5 21 (0.72%) Hyper-V
6 11 (0.38%) vSphere
7 10 (0.34%) Terminal Services
7 10 (0.34%) VMware ESXi
8 7 (0.24%) Firmware
8 7 (0.24%) Virtual Desktop
9 4 (0.14%) NFS
10 2 (0.069%) Virtual Servers
11 1 (0.034%) Embedded Firmware
11 1 (0.034%) HDFS
11 1 (0.034%) Lustre
11 1 (0.034%) Slurm Workload Manager
Systems Management
1 223 (7.68%) Microsoft Intune
2 210 (7.24%) Jamf Pro
3 38 (1.31%) Terraform
4 30 (1.03%) Kubernetes
5 20 (0.69%) Ansible
6 11 (0.38%) Single Sign-On
7 10 (0.34%) vCenter Server
8 8 (0.28%) Microsoft Clustering
8 8 (0.28%) SCCM
8 8 (0.28%) SCOM
9 7 (0.24%) Active Directory Federation Services
10 6 (0.21%) Nessus
11 5 (0.17%) Nmap
12 3 (0.10%) Packer
12 3 (0.10%) Progress Chef
13 2 (0.069%) Argo
13 2 (0.069%) Grafana
13 2 (0.069%) HAProxy
13 2 (0.069%) QRadar
13 2 (0.069%) yum
Vendors
1 1,144 (39.42%) Microsoft
2 211 (7.27%) CyberArk
3 210 (7.24%) Tanium
4 162 (5.58%) Databricks
5 117 (4.03%) Oracle
6 95 (3.27%) Google
7 89 (3.07%) SAP
8 84 (2.89%) VMware
9 55 (1.90%) Salesforce
10 54 (1.86%) ServiceNow
11 28 (0.96%) Cisco
12 27 (0.93%) Adobe
13 20 (0.69%) Workday
14 19 (0.65%) Fortinet
15 18 (0.62%) Facebook
16 15 (0.52%) BMC
16 15 (0.52%) CA
17 13 (0.45%) Palo Alto
17 13 (0.45%) Remedy
18 12 (0.41%) Meraki