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 permanent job vacancies with an option to work from home (WFH). Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 29 May 2024 with a comparison to the same period over the previous 2 years.

6 months to
29 May 2024
Same period 2023 Same period 2022
Rank 21 20 38
Rank change year-on-year -1 +18 +15
Permanent jobs citing Analytical Skills 3,297 4,083 6,313
As % of all permanent jobs with a WFH option 9.57% 10.30% 8.63%
As % of the General category 15.70% 15.66% 13.48%
Number of salaries quoted 1,877 2,270 2,946
10th Percentile £31,250 £30,500 £32,500
25th Percentile £41,021 £40,925 £41,250
Median annual salary (50th Percentile) £52,500 £54,222 £55,000
Median % change year-on-year -3.18% -1.41% +4.76%
75th Percentile £70,250 £71,250 £70,000
90th Percentile £88,750 £87,625 £84,000
UK median annual salary £50,000 £54,882 £55,000
% change year-on-year -8.90% -0.21% +10.00%

All General Skills
Work from Home

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 with a WFH option and a requirement for common skills.

Permanent vacancies with a requirement for common skills 20,999 26,076 46,831
As % of all permanent jobs with a WFH option 60.98% 65.79% 64.05%
Number of salaries quoted 15,110 17,356 24,818
10th Percentile £31,750 £36,250 £35,000
25th Percentile £41,250 £46,570 £45,000
Median annual salary (50th Percentile) £55,000 £62,500 £60,000
Median % change year-on-year -12.00% +4.17% +9.09%
75th Percentile £75,000 £82,762 £80,000
90th Percentile £95,000 £103,750 £95,000
UK median annual salary £52,500 £60,000 £60,000
% change year-on-year -12.50% - +9.09%

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 29 May 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 74 (2.24%) SharePoint
2 42 (1.27%) Microsoft Exchange
3 37 (1.12%) Apache
4 30 (0.91%) CMS
4 30 (0.91%) SAS
5 23 (0.70%) Apache Spark
6 20 (0.61%) IIS
7 18 (0.55%) Confluence
8 17 (0.52%) WordPress
9 11 (0.33%) Apache Airflow
10 5 (0.15%) Umbraco
11 4 (0.12%) Luigi
12 3 (0.091%) nginx
13 2 (0.061%) Adobe Experience Manager
13 2 (0.061%) Drupal
13 2 (0.061%) Jupyter
13 2 (0.061%) Moodle
13 2 (0.061%) OpenStack
13 2 (0.061%) Oracle Service Bus
13 2 (0.061%) WebLogic
Applications
1 691 (20.96%) Microsoft Excel
2 137 (4.16%) Microsoft Office
3 62 (1.88%) Microsoft PowerPoint
4 33 (1.00%) Microsoft Project
5 21 (0.64%) MS Visio
6 14 (0.42%) Spreadsheet
7 13 (0.39%) OrCAD
8 9 (0.27%) SPSS
9 6 (0.18%) Acrobat
9 6 (0.18%) Adobe XD
9 6 (0.18%) Chatbot
9 6 (0.18%) UserZoom
10 5 (0.15%) Simulink
10 5 (0.15%) SOLIDWORKS
10 5 (0.15%) Trello
11 4 (0.12%) Sketch
12 3 (0.091%) InVision
13 2 (0.061%) Adobe Creative Suite
13 2 (0.061%) Adobe Illustrator
13 2 (0.061%) LaTeX
Business Applications
1 26 (0.79%) Dynamics CRM
2 23 (0.70%) SAP S/4HANA
3 13 (0.39%) Unit4 Business World
4 11 (0.33%) Remedy ITSM
5 8 (0.24%) Dynamics NAV
5 8 (0.24%) Misys Midas
5 8 (0.24%) Salesforce CRM
6 7 (0.21%) Oracle Receivables
7 6 (0.18%) Oracle EBS
7 6 (0.18%) Oracle General Ledger
7 6 (0.18%) Oracle Subledger Accounting
8 5 (0.15%) NetSuite
8 5 (0.15%) Sage 200
8 5 (0.15%) SAP MM
9 4 (0.12%) Elite 3E
9 4 (0.12%) Oracle ERP
10 3 (0.091%) SAP FI
10 3 (0.091%) SAP GRC
10 3 (0.091%) Shopify
11 2 (0.061%) SAP WM
Cloud Services
1 661 (20.05%) Azure
2 366 (11.10%) AWS
3 364 (11.04%) Power Platform
4 254 (7.70%) Entra ID
5 148 (4.49%) Microsoft 365
6 103 (3.12%) SaaS
7 67 (2.03%) Dynamics 365
7 67 (2.03%) GCP
8 59 (1.79%) IaaS
9 49 (1.49%) Serverless
10 48 (1.46%) Azure DevOps
10 48 (1.46%) PowerApps
11 44 (1.33%) PaaS
11 44 (1.33%) Snowflake
12 43 (1.30%) Azure Data Factory
12 43 (1.30%) WhatsApp
13 36 (1.09%) Google Analytics
14 33 (1.00%) Cloud Computing
15 32 (0.97%) Power Automate
16 28 (0.85%) Amazon S3
Communications & Networking
1 671 (20.35%) Broadband
2 213 (6.46%) 5G
3 114 (3.46%) Firewall
4 91 (2.76%) DNS
5 62 (1.88%) TCP/IP
6 46 (1.40%) DHCP
7 38 (1.15%) WAN
8 37 (1.12%) Internet
9 33 (1.00%) LAN
10 31 (0.94%) Intrusion Detection
11 28 (0.85%) Wi-Fi
12 27 (0.82%) SAN
13 26 (0.79%) Network Security
14 25 (0.76%) NAS
15 23 (0.70%) Ethernet
16 21 (0.64%) VLAN
17 20 (0.61%) Wireless
18 16 (0.49%) VPN
19 13 (0.39%) SD-WAN
20 11 (0.33%) RS-232
Database & Business Intelligence
1 331 (10.04%) Power BI
2 270 (8.19%) Tableau
3 202 (6.13%) SQL Server
4 103 (3.12%) Relational Database
5 91 (2.76%) Data Warehouse
6 74 (2.24%) MySQL
7 49 (1.49%) Data Lake
7 49 (1.49%) MongoDB
7 49 (1.49%) PostgreSQL
8 43 (1.30%) Power Query
9 42 (1.27%) RDBMS
10 35 (1.06%) Big Data
11 28 (0.85%) Metadata
12 23 (0.70%) SQL Server Integration Services
13 22 (0.67%) SQL Server Reporting Services
14 20 (0.61%) NoSQL
15 19 (0.58%) Elasticsearch
15 19 (0.58%) QlikView
16 18 (0.55%) BigQuery
16 18 (0.55%) Enterprise Data Warehouse
Development Applications
1 217 (6.58%) Git
2 87 (2.64%) JIRA
3 28 (0.85%) Jenkins
4 26 (0.79%) Visual Studio
5 15 (0.45%) Cucumber
6 12 (0.36%) Selenium
6 12 (0.36%) SpecFlow
7 9 (0.27%) PowerBuilder
7 9 (0.27%) SQL Server Management Studio (SSMS)
8 8 (0.24%) GitLab
9 7 (0.21%) Eclipse
10 6 (0.18%) Moq
10 6 (0.18%) Subversion
11 5 (0.15%) InstallShield
11 5 (0.15%) LabVIEW
11 5 (0.15%) Maven
11 5 (0.15%) Postman
11 5 (0.15%) Rational DOORS
11 5 (0.15%) Team Foundation Server
12 4 (0.12%) Cypress.io
General
1 1,841 (55.84%) Social Skills
2 1,232 (37.37%) Finance
3 521 (15.80%) Influencing Skills
4 371 (11.25%) Inclusion and Diversity
5 356 (10.80%) Retail
6 240 (7.28%) Presentation Skills
7 220 (6.67%) Legal
8 217 (6.58%) Marketing
9 170 (5.16%) Public Sector
10 102 (3.09%) Law
11 98 (2.97%) Manufacturing
12 95 (2.88%) Organisational Skills
13 68 (2.06%) Banking
14 58 (1.76%) Electronics
15 49 (1.49%) Telecoms
16 45 (1.36%) Pharmaceutical
17 41 (1.24%) Games
18 36 (1.09%) Automotive
19 33 (1.00%) Military
20 32 (0.97%) Aerospace
Job Titles
1 1,258 (38.16%) Analyst
2 788 (23.90%) Senior
3 403 (12.22%) Senior Analyst
4 234 (7.10%) Lead
5 228 (6.92%) Developer
6 226 (6.85%) Data Analyst
7 212 (6.43%) Linux Specialist
8 211 (6.40%) Technical Specialist
9 166 (5.03%) Financial Analyst
10 164 (4.97%) Consultant
11 143 (4.34%) Senior Data Warehouse Specialist
12 136 (4.12%) Commercial Analyst
13 135 (4.09%) Business Analyst
14 129 (3.91%) Senior Linux Specialist
15 127 (3.85%) Senior Technical Specialist
15 127 (3.85%) Senior Unix Technical Specialist
16 107 (3.25%) Architect
16 107 (3.25%) Senior Data Analyst
17 85 (2.58%) Project Manager
18 67 (2.03%) Software Engineer
Libraries, Frameworks & Software Standards
1 178 (5.40%) .NET
2 90 (2.73%) HTML
3 82 (2.49%) CSS
4 57 (1.73%) AngularJS
5 55 (1.67%) .NET Framework
6 50 (1.52%) Web Services
7 47 (1.43%) RESTful
8 45 (1.36%) ASP.NET
9 42 (1.27%) React
10 40 (1.21%) JSON
11 35 (1.06%) REST
12 33 (1.00%) Vue
13 29 (0.88%) XML
14 27 (0.82%) SOAP
15 26 (0.79%) ASP.NET Web API
16 25 (0.76%) .NET Core
16 25 (0.76%) ASP.NET Core
17 24 (0.73%) Middleware
18 19 (0.58%) Node.js
19 18 (0.55%) Entity Framework
Miscellaneous
1 240 (7.28%) Social Media
2 178 (5.40%) Self-Motivation
3 154 (4.67%) Management Information System
4 128 (3.88%) Analytical Mindset
5 91 (2.76%) Product Ownership
6 69 (2.09%) Enterprise Software
7 54 (1.64%) Life Science
8 50 (1.52%) Algorithms
9 48 (1.46%) Onboarding
10 39 (1.18%) Data Centre
10 39 (1.18%) Data Structures
11 35 (1.06%) Cyber Threat
12 33 (1.00%) Security Posture
13 31 (0.94%) NHS
14 30 (0.91%) Public Cloud
15 28 (0.85%) Mobile App
16 25 (0.76%) IoT
16 25 (0.76%) Virtual Team
17 23 (0.70%) Clustering
18 22 (0.67%) PMI
Operating Systems
1 365 (11.07%) Linux
2 282 (8.55%) Windows
3 210 (6.37%) Ubuntu
4 119 (3.61%) Windows Server
5 39 (1.18%) Windows 10
6 30 (0.91%) Unix
7 28 (0.85%) Windows Server 2012
8 27 (0.82%) Apple iOS
9 22 (0.67%) AIX
10 20 (0.61%) Android
11 17 (0.52%) Mac OS
11 17 (0.52%) Windows 8
12 15 (0.45%) Windows Server 2016
12 15 (0.45%) Windows Server 2019
13 14 (0.42%) Red Hat Enterprise Linux
14 11 (0.33%) Windows 7
15 8 (0.24%) Windows Vista
16 7 (0.21%) CentOS
16 7 (0.21%) CoreOS
17 6 (0.18%) Windows Server 2008
Processes & Methodologies
1 1,458 (44.22%) Problem-Solving
2 984 (29.85%) Agile
3 789 (23.93%) Decision-Making
4 680 (20.62%) Actionable Insight
5 663 (20.11%) Mentoring
6 513 (15.56%) Analytics
7 507 (15.38%) Business Case
8 470 (14.26%) Budgeting
9 463 (14.04%) Budgeting and Forecasting
10 413 (12.53%) Business Intelligence
11 369 (11.19%) Cybersecurity
12 366 (11.10%) Project Management
13 356 (10.80%) Data Analysis
14 339 (10.28%) Artificial Intelligence
15 326 (9.89%) Visualisation
16 302 (9.16%) Continuous Improvement
17 288 (8.74%) CRM
18 245 (7.43%) IT Strategy
19 235 (7.13%) Analytical Thinking
20 230 (6.98%) Mathematics
Programming Languages
1 665 (20.17%) SQL
2 446 (13.53%) Python
3 267 (8.10%) Bash
4 210 (6.37%) C#
5 139 (4.22%) JavaScript
6 116 (3.52%) Java
7 79 (2.40%) R
8 69 (2.09%) PowerShell
9 55 (1.67%) T-SQL
10 50 (1.52%) TypeScript
11 47 (1.43%) C
12 44 (1.33%) C++
13 34 (1.03%) VB
14 33 (1.00%) Data Analysis Expressions
15 29 (0.88%) Scala
16 25 (0.76%) PHP
16 25 (0.76%) PL/SQL
17 24 (0.73%) Perl
17 24 (0.73%) VB.NET
18 22 (0.67%) VBA
Qualifications
1 817 (24.78%) Degree
2 474 (14.38%) ACCA
3 458 (13.89%) CIMA
4 192 (5.82%) DBS Check
5 178 (5.40%) Security Cleared
6 125 (3.79%) Computer Science Degree
7 104 (3.15%) SC Cleared
8 74 (2.24%) Master's Degree
9 41 (1.24%) PMI Certification
10 39 (1.18%) Cisco Certification
11 37 (1.12%) BPSS Clearance
11 37 (1.12%) CISSP
12 34 (1.03%) Microsoft Certification
13 30 (0.91%) Azure Certification
13 30 (0.91%) DV Cleared
14 27 (0.82%) Numerate Degree
14 27 (0.82%) PhD
15 23 (0.70%) CCNA
15 23 (0.70%) PMP
16 22 (0.67%) AWS Certification
Quality Assurance & Compliance
1 155 (4.70%) QA
2 114 (3.46%) Data Quality
3 83 (2.52%) ISO/IEC 27001
4 74 (2.24%) GDPR
5 51 (1.55%) SLA
6 31 (0.94%) Cyber Essentials
7 27 (0.82%) Accessibility
8 24 (0.73%) IFRS
9 21 (0.64%) NIST
10 20 (0.61%) PCI DSS
11 18 (0.55%) ISO 9001
12 17 (0.52%) PMO
13 16 (0.49%) SOC 2
14 14 (0.42%) GRC
15 9 (0.27%) Cyber Essentials PLUS
16 8 (0.24%) WCAG
17 7 (0.21%) COBIT
17 7 (0.21%) GAAP
17 7 (0.21%) ISO 14001
17 7 (0.21%) Sarbanes-Oxley
System Software
1 340 (10.31%) Active Directory
2 83 (2.52%) VMware Infrastructure
3 56 (1.70%) Docker
4 39 (1.18%) Hyper-V
5 28 (0.85%) Virtual Machines
6 19 (0.58%) VMware ESXi
7 18 (0.55%) Firmware
8 16 (0.49%) vSphere
9 11 (0.33%) Terminal Services
10 6 (0.18%) Oracle RAC
11 4 (0.12%) Embedded Firmware
11 4 (0.12%) NFS
12 2 (0.061%) Virtual Desktop
13 1 (0.030%) HDFS
13 1 (0.030%) Lustre
13 1 (0.030%) Slurm Workload Manager
13 1 (0.030%) Virtual Servers
Systems Management
1 221 (6.70%) Microsoft Intune
2 210 (6.37%) Jamf Pro
3 38 (1.15%) Terraform
4 35 (1.06%) Kubernetes
5 34 (1.03%) Ansible
6 19 (0.58%) vCenter Server
7 17 (0.52%) Puppet
8 13 (0.39%) Single Sign-On
9 11 (0.33%) SCCM
10 10 (0.30%) Grafana
11 9 (0.27%) Graphite
11 9 (0.27%) HAProxy
11 9 (0.27%) Nagios
12 8 (0.24%) Microsoft Clustering
13 6 (0.18%) Data Guard
13 6 (0.18%) SCOM
14 5 (0.15%) Active Directory Federation Services
14 5 (0.15%) McAfee ePO
14 5 (0.15%) Nessus
14 5 (0.15%) SCVMM
Vendors
1 1,210 (36.70%) Microsoft
2 210 (6.37%) CyberArk
2 210 (6.37%) Tanium
3 177 (5.37%) Databricks
4 117 (3.55%) Google
5 111 (3.37%) VMware
6 106 (3.22%) Oracle
7 88 (2.67%) SAP
8 78 (2.37%) Salesforce
9 51 (1.55%) ServiceNow
10 38 (1.15%) Adobe
11 34 (1.03%) Cisco
12 22 (0.67%) Facebook
13 19 (0.58%) Workday
14 18 (0.55%) Fortinet
15 14 (0.42%) Apple
15 14 (0.42%) Xamarin
16 13 (0.39%) BMC
16 13 (0.39%) CA
16 13 (0.39%) Splunk