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 9 June 2024 with a comparison to the same period over the previous 2 years.

6 months to
9 Jun 2024
Same period 2023 Same period 2022
Rank 19 20 39
Rank change year-on-year +1 +19 +14
Permanent jobs citing Analytical Skills 3,339 3,855 6,545
As % of all permanent jobs with a WFH option 9.47% 10.21% 8.67%
As % of the General category 15.69% 15.58% 13.44%
Number of salaries quoted 1,888 2,221 2,998
10th Percentile £31,250 £30,500 £32,500
25th Percentile £40,988 £41,250 £41,250
Median annual salary (50th Percentile) £52,500 £54,882 £55,000
Median % change year-on-year -4.34% -0.21% +4.76%
75th Percentile £70,000 £71,250 £70,000
90th Percentile £88,750 £88,750 £83,750
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 21,282 24,746 48,706
As % of all permanent jobs with a WFH option 60.33% 65.57% 64.51%
Number of salaries quoted 15,181 16,952 25,331
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 £82,751 £80,000
90th Percentile £95,000 £105,000 £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 9 June 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 (2.22%) SharePoint
2 42 (1.26%) Microsoft Exchange
3 38 (1.14%) Apache
4 31 (0.93%) CMS
4 31 (0.93%) SAS
5 24 (0.72%) Apache Spark
6 21 (0.63%) IIS
7 18 (0.54%) Confluence
8 17 (0.51%) WordPress
9 11 (0.33%) Apache Airflow
10 5 (0.15%) Umbraco
11 4 (0.12%) Luigi
11 4 (0.12%) nginx
12 2 (0.060%) Drupal
12 2 (0.060%) Jupyter
12 2 (0.060%) Moodle
12 2 (0.060%) OpenStack
12 2 (0.060%) WebLogic
13 1 (0.030%) IBM Notes
13 1 (0.030%) Tomcat
Applications
1 695 (20.81%) Microsoft Excel
2 137 (4.10%) Microsoft Office
3 66 (1.98%) Microsoft PowerPoint
4 34 (1.02%) Microsoft Project
5 21 (0.63%) MS Visio
6 14 (0.42%) Spreadsheet
7 13 (0.39%) OrCAD
8 9 (0.27%) SPSS
9 7 (0.21%) Simulink
10 6 (0.18%) Acrobat
10 6 (0.18%) Adobe XD
10 6 (0.18%) Chatbot
10 6 (0.18%) UserZoom
11 5 (0.15%) SOLIDWORKS
11 5 (0.15%) Trello
12 4 (0.12%) Sketch
13 3 (0.090%) InVision
14 2 (0.060%) 3ds Max
14 2 (0.060%) Adobe Creative Suite
14 2 (0.060%) LaTeX
Business Applications
1 28 (0.84%) Dynamics CRM
2 23 (0.69%) SAP S/4HANA
3 13 (0.39%) Remedy ITSM
3 13 (0.39%) Unit4 Business World
4 8 (0.24%) Dynamics NAV
4 8 (0.24%) Misys Midas
4 8 (0.24%) Oracle Receivables
4 8 (0.24%) Salesforce CRM
5 6 (0.18%) NetSuite
5 6 (0.18%) Oracle EBS
5 6 (0.18%) Oracle General Ledger
5 6 (0.18%) Oracle Subledger Accounting
6 5 (0.15%) Sage 200
6 5 (0.15%) SAP MM
7 4 (0.12%) Elite 3E
7 4 (0.12%) Oracle ERP
8 3 (0.090%) SAP FI
8 3 (0.090%) SAP GRC
8 3 (0.090%) Shopify
9 2 (0.060%) Oracle Payables
Cloud Services
1 667 (19.98%) Azure
2 363 (10.87%) Power Platform
3 361 (10.81%) AWS
4 257 (7.70%) Entra ID
5 154 (4.61%) Microsoft 365
6 103 (3.08%) SaaS
7 66 (1.98%) Dynamics 365
8 65 (1.95%) GCP
9 64 (1.92%) IaaS
10 49 (1.47%) PowerApps
11 47 (1.41%) Azure DevOps
12 46 (1.38%) Serverless
13 45 (1.35%) PaaS
14 43 (1.29%) Snowflake
14 43 (1.29%) WhatsApp
15 41 (1.23%) Azure Data Factory
16 34 (1.02%) Google Analytics
16 34 (1.02%) Power Automate
17 32 (0.96%) Cloud Computing
18 26 (0.78%) Amazon S3
Communications & Networking
1 672 (20.13%) Broadband
2 213 (6.38%) 5G
3 116 (3.47%) Firewall
4 93 (2.79%) DNS
5 62 (1.86%) TCP/IP
6 47 (1.41%) DHCP
7 40 (1.20%) WAN
8 37 (1.11%) Internet
9 35 (1.05%) LAN
10 31 (0.93%) Wi-Fi
11 30 (0.90%) Intrusion Detection
12 29 (0.87%) SAN
13 26 (0.78%) Wireless
14 25 (0.75%) NAS
15 23 (0.69%) Ethernet
16 21 (0.63%) VLAN
17 19 (0.57%) Network Security
18 16 (0.48%) VPN
19 13 (0.39%) SD-WAN
20 11 (0.33%) RS-232
Database & Business Intelligence
1 329 (9.85%) Power BI
2 267 (8.00%) Tableau
3 205 (6.14%) SQL Server
4 104 (3.11%) Relational Database
5 90 (2.70%) Data Warehouse
6 76 (2.28%) MySQL
7 52 (1.56%) PostgreSQL
8 49 (1.47%) Data Lake
9 48 (1.44%) MongoDB
10 42 (1.26%) Power Query
11 41 (1.23%) RDBMS
12 34 (1.02%) Big Data
13 28 (0.84%) Metadata
14 22 (0.66%) SQL Server Integration Services
14 22 (0.66%) SQL Server Reporting Services
15 19 (0.57%) Elasticsearch
16 18 (0.54%) Enterprise Data Warehouse
16 18 (0.54%) NoSQL
16 18 (0.54%) QlikView
17 17 (0.51%) BigQuery
Development Applications
1 220 (6.59%) Git
2 87 (2.61%) JIRA
3 27 (0.81%) Jenkins
4 24 (0.72%) Visual Studio
5 16 (0.48%) Selenium
6 15 (0.45%) Cucumber
7 12 (0.36%) SpecFlow
8 10 (0.30%) PowerBuilder
9 8 (0.24%) GitLab
9 8 (0.24%) Subversion
10 7 (0.21%) Eclipse
10 7 (0.21%) SQL Server Management Studio (SSMS)
11 6 (0.18%) Maven
11 6 (0.18%) Moq
11 6 (0.18%) Postman
12 5 (0.15%) Cypress.io
12 5 (0.15%) InstallShield
12 5 (0.15%) JUnit
12 5 (0.15%) Rational DOORS
12 5 (0.15%) Team Foundation Server
General
1 1,878 (56.24%) Social Skills
2 1,238 (37.08%) Finance
3 516 (15.45%) Influencing Skills
4 370 (11.08%) Inclusion and Diversity
5 351 (10.51%) Retail
6 246 (7.37%) Presentation Skills
7 225 (6.74%) Legal
8 218 (6.53%) Marketing
9 175 (5.24%) Public Sector
10 109 (3.26%) Law
11 98 (2.94%) Manufacturing
12 95 (2.85%) Organisational Skills
13 67 (2.01%) Banking
14 59 (1.77%) Electronics
15 49 (1.47%) Pharmaceutical
15 49 (1.47%) Telecoms
16 42 (1.26%) Games
17 35 (1.05%) Automotive
18 34 (1.02%) Documentation Skills
19 30 (0.90%) Military
Job Titles
1 1,267 (37.95%) Analyst
2 797 (23.87%) Senior
3 403 (12.07%) Senior Analyst
4 240 (7.19%) Lead
5 232 (6.95%) Developer
6 226 (6.77%) Data Analyst
7 211 (6.32%) Linux Specialist
7 211 (6.32%) Technical Specialist
8 169 (5.06%) Financial Analyst
9 168 (5.03%) Consultant
10 143 (4.28%) Senior Data Warehouse Specialist
11 140 (4.19%) Commercial Analyst
12 134 (4.01%) Business Analyst
13 128 (3.83%) Senior Linux Specialist
14 127 (3.80%) Senior Technical Specialist
14 127 (3.80%) Senior Unix Technical Specialist
15 107 (3.20%) Architect
15 107 (3.20%) Senior Data Analyst
16 88 (2.64%) Project Manager
17 70 (2.10%) Software Engineer
Libraries, Frameworks & Software Standards
1 183 (5.48%) .NET
2 95 (2.85%) HTML
3 83 (2.49%) CSS
4 59 (1.77%) AngularJS
5 58 (1.74%) .NET Framework
6 52 (1.56%) Web Services
7 48 (1.44%) RESTful
8 46 (1.38%) ASP.NET
9 44 (1.32%) React
10 40 (1.20%) JSON
11 34 (1.02%) REST
12 33 (0.99%) Vue
13 32 (0.96%) XML
14 27 (0.81%) SOAP
15 26 (0.78%) .NET Core
15 26 (0.78%) ASP.NET Web API
16 25 (0.75%) ASP.NET Core
17 24 (0.72%) Middleware
18 22 (0.66%) Entity Framework
19 19 (0.57%) Node.js
Miscellaneous
1 240 (7.19%) Social Media
2 175 (5.24%) Self-Motivation
3 151 (4.52%) Management Information System
4 138 (4.13%) Analytical Mindset
5 88 (2.64%) Product Ownership
6 68 (2.04%) Enterprise Software
7 58 (1.74%) Algorithms
7 58 (1.74%) Life Science
8 52 (1.56%) Onboarding
9 41 (1.23%) Data Structures
10 40 (1.20%) Data Centre
11 35 (1.05%) Cyber Threat
12 32 (0.96%) Public Cloud
13 31 (0.93%) Security Posture
14 30 (0.90%) IoT
14 30 (0.90%) NHS
15 29 (0.87%) Mobile App
16 27 (0.81%) Virtual Team
17 23 (0.69%) Clustering
17 23 (0.69%) Legacy Systems
Operating Systems
1 369 (11.05%) Linux
2 297 (8.89%) Windows
3 210 (6.29%) Ubuntu
4 120 (3.59%) Windows Server
5 39 (1.17%) Windows 10
6 31 (0.93%) Apple iOS
7 29 (0.87%) Unix
8 28 (0.84%) Windows Server 2012
9 24 (0.72%) Android
10 22 (0.66%) AIX
11 21 (0.63%) Mac OS
12 17 (0.51%) Windows 8
13 15 (0.45%) Windows Server 2016
13 15 (0.45%) Windows Server 2019
14 14 (0.42%) Red Hat Enterprise Linux
15 12 (0.36%) Windows Vista
16 11 (0.33%) Windows 7
17 7 (0.21%) CentOS
17 7 (0.21%) CoreOS
17 7 (0.21%) FreeRTOS
Processes & Methodologies
1 1,500 (44.92%) Problem-Solving
2 981 (29.38%) Agile
3 788 (23.60%) Decision-Making
4 677 (20.28%) Actionable Insight
5 668 (20.01%) Mentoring
6 517 (15.48%) Analytics
7 507 (15.18%) Business Case
8 473 (14.17%) Budgeting
9 463 (13.87%) Budgeting and Forecasting
10 415 (12.43%) Business Intelligence
11 368 (11.02%) Cybersecurity
11 368 (11.02%) Project Management
12 351 (10.51%) Data Analysis
13 337 (10.09%) Artificial Intelligence
14 322 (9.64%) Visualisation
15 311 (9.31%) Continuous Improvement
16 291 (8.72%) CRM
17 247 (7.40%) IT Strategy
18 242 (7.25%) Analytical Thinking
19 234 (7.01%) Mathematics
Programming Languages
1 671 (20.10%) SQL
2 445 (13.33%) Python
3 272 (8.15%) Bash
4 219 (6.56%) C#
5 149 (4.46%) JavaScript
6 119 (3.56%) Java
7 81 (2.43%) R
8 71 (2.13%) PowerShell
9 54 (1.62%) T-SQL
10 52 (1.56%) TypeScript
11 51 (1.53%) C
12 48 (1.44%) C++
13 34 (1.02%) VB
14 32 (0.96%) Data Analysis Expressions
15 28 (0.84%) Scala
16 27 (0.81%) PL/SQL
17 26 (0.78%) Perl
18 25 (0.75%) PHP
18 25 (0.75%) VB.NET
19 24 (0.72%) VBA
Qualifications
1 840 (25.16%) Degree
2 479 (14.35%) ACCA
3 462 (13.84%) CIMA
4 193 (5.78%) DBS Check
5 187 (5.60%) Security Cleared
6 131 (3.92%) Computer Science Degree
7 104 (3.11%) SC Cleared
8 81 (2.43%) Master's Degree
9 41 (1.23%) PMI Certification
10 39 (1.17%) Cisco Certification
11 38 (1.14%) BPSS Clearance
12 37 (1.11%) Microsoft Certification
13 36 (1.08%) CISSP
14 32 (0.96%) Azure Certification
15 30 (0.90%) DV Cleared
15 30 (0.90%) PhD
16 26 (0.78%) Numerate Degree
17 23 (0.69%) CCNA
17 23 (0.69%) PMP
18 21 (0.63%) AWS Certification
Quality Assurance & Compliance
1 161 (4.82%) QA
2 116 (3.47%) Data Quality
3 84 (2.52%) ISO/IEC 27001
4 75 (2.25%) GDPR
5 51 (1.53%) SLA
6 34 (1.02%) Cyber Essentials
7 30 (0.90%) Accessibility
8 26 (0.78%) IFRS
9 21 (0.63%) NIST
10 20 (0.60%) ISO 9001
10 20 (0.60%) PCI DSS
11 18 (0.54%) PMO
12 16 (0.48%) SOC 2
13 14 (0.42%) GRC
14 10 (0.30%) Cyber Essentials PLUS
15 8 (0.24%) NEBOSH
15 8 (0.24%) WCAG
16 7 (0.21%) COBIT
16 7 (0.21%) GAAP
16 7 (0.21%) ISO 14001
System Software
1 349 (10.45%) Active Directory
2 87 (2.61%) VMware Infrastructure
3 57 (1.71%) Docker
4 39 (1.17%) Hyper-V
5 31 (0.93%) Virtual Machines
6 18 (0.54%) Firmware
6 18 (0.54%) VMware ESXi
7 16 (0.48%) vSphere
8 12 (0.36%) Terminal Services
9 5 (0.15%) Oracle RAC
10 4 (0.12%) Embedded Firmware
10 4 (0.12%) NFS
11 2 (0.060%) Virtual Desktop
12 1 (0.030%) HDFS
12 1 (0.030%) Lustre
12 1 (0.030%) Slurm Workload Manager
12 1 (0.030%) Virtual Servers
Systems Management
1 223 (6.68%) Microsoft Intune
2 210 (6.29%) Jamf Pro
3 38 (1.14%) Terraform
4 35 (1.05%) Kubernetes
5 34 (1.02%) Ansible
6 18 (0.54%) vCenter Server
7 16 (0.48%) Puppet
8 13 (0.39%) Single Sign-On
9 12 (0.36%) SCCM
10 9 (0.27%) Grafana
10 9 (0.27%) Microsoft Clustering
11 8 (0.24%) Graphite
11 8 (0.24%) HAProxy
11 8 (0.24%) Nagios
12 7 (0.21%) Nessus
12 7 (0.21%) SCOM
13 6 (0.18%) Active Directory Federation Services
14 5 (0.15%) Data Guard
14 5 (0.15%) McAfee ePO
14 5 (0.15%) SCVMM
Vendors
1 1,223 (36.63%) Microsoft
2 210 (6.29%) CyberArk
2 210 (6.29%) Tanium
3 175 (5.24%) Databricks
4 115 (3.44%) Google
5 114 (3.41%) VMware
6 112 (3.35%) Oracle
7 89 (2.67%) SAP
8 76 (2.28%) Salesforce
9 54 (1.62%) ServiceNow
10 36 (1.08%) Adobe
11 35 (1.05%) Cisco
12 22 (0.66%) Facebook
13 21 (0.63%) Workday
14 18 (0.54%) Fortinet
15 16 (0.48%) BMC
16 15 (0.45%) Apple
17 14 (0.42%) CA
17 14 (0.42%) IBM
17 14 (0.42%) Remedy