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 20 May 2024 with a comparison to the same period over the previous 2 years.

6 months to
20 May 2024
Same period 2023 Same period 2022
Rank 21 21 39
Rank change year-on-year 0 +18 +13
Permanent jobs citing Analytical Skills 3,307 4,178 6,097
As % of all permanent jobs with a WFH option 9.78% 10.30% 8.56%
As % of the General category 15.86% 15.62% 13.45%
Number of salaries quoted 1,894 2,326 2,946
10th Percentile £31,250 £30,500 £32,500
25th Percentile £40,988 £40,824 £41,250
Median annual salary (50th Percentile) £52,500 £53,500 £55,000
Median % change year-on-year -1.87% -2.73% +4.76%
75th Percentile £71,063 £71,250 £70,000
90th Percentile £88,750 £90,000 £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 20,849 26,740 45,322
As % of all permanent jobs with a WFH option 61.67% 65.90% 63.60%
Number of salaries quoted 15,089 17,832 24,794
10th Percentile £31,750 £36,250 £35,000
25th Percentile £41,500 £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 £83,750 £79,600
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 20 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 77 (2.33%) SharePoint
2 42 (1.27%) Microsoft Exchange
3 39 (1.18%) SAS
4 38 (1.15%) Apache
5 30 (0.91%) CMS
6 28 (0.85%) Apache Spark
7 21 (0.64%) IIS
8 20 (0.60%) Confluence
9 17 (0.51%) WordPress
10 9 (0.27%) Apache Airflow
11 5 (0.15%) Umbraco
12 3 (0.091%) Adobe Experience Manager
12 3 (0.091%) nginx
13 2 (0.060%) Drupal
13 2 (0.060%) Jupyter
13 2 (0.060%) Luigi
13 2 (0.060%) Moodle
13 2 (0.060%) Oracle Service Bus
13 2 (0.060%) Tomcat
13 2 (0.060%) WebLogic
Applications
1 693 (20.96%) Microsoft Excel
2 134 (4.05%) Microsoft Office
3 60 (1.81%) Microsoft PowerPoint
4 29 (0.88%) Microsoft Project
5 18 (0.54%) MS Visio
6 14 (0.42%) Spreadsheet
7 13 (0.39%) OrCAD
8 11 (0.33%) 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 (0.060%) Adobe Creative Suite
13 2 (0.060%) EViews
13 2 (0.060%) LaTeX
Business Applications
1 27 (0.82%) Dynamics CRM
2 21 (0.64%) SAP S/4HANA
3 13 (0.39%) Unit4 Business World
4 10 (0.30%) Remedy ITSM
5 8 (0.24%) Dynamics NAV
5 8 (0.24%) Misys Midas
5 8 (0.24%) Salesforce CRM
6 6 (0.18%) Oracle EBS
6 6 (0.18%) Oracle General Ledger
6 6 (0.18%) Oracle Subledger Accounting
7 5 (0.15%) Sage 200
8 4 (0.12%) Elite 3E
8 4 (0.12%) Oracle ERP
8 4 (0.12%) Oracle Receivables
9 3 (0.091%) NetSuite
9 3 (0.091%) SAP CRM
9 3 (0.091%) SAP FI
9 3 (0.091%) SAP GRC
9 3 (0.091%) SAP MM
9 3 (0.091%) Shopify
Cloud Services
1 666 (20.14%) Azure
2 373 (11.28%) Power Platform
3 369 (11.16%) AWS
4 252 (7.62%) Entra ID
5 147 (4.45%) Microsoft 365
6 109 (3.30%) SaaS
7 72 (2.18%) GCP
8 68 (2.06%) Dynamics 365
9 59 (1.78%) IaaS
10 53 (1.60%) Azure DevOps
11 50 (1.51%) Serverless
12 49 (1.48%) PowerApps
13 45 (1.36%) Snowflake
14 44 (1.33%) PaaS
15 43 (1.30%) Azure Data Factory
15 43 (1.30%) WhatsApp
16 35 (1.06%) Google Analytics
17 33 (1.00%) Cloud Computing
17 33 (1.00%) Power Automate
18 28 (0.85%) Amazon S3
Communications & Networking
1 671 (20.29%) Broadband
2 213 (6.44%) 5G
3 113 (3.42%) Firewall
4 90 (2.72%) DNS
5 60 (1.81%) TCP/IP
6 45 (1.36%) DHCP
7 37 (1.12%) Internet
7 37 (1.12%) WAN
8 33 (1.00%) LAN
9 31 (0.94%) Intrusion Detection
10 27 (0.82%) Wi-Fi
11 26 (0.79%) SAN
12 25 (0.76%) NAS
13 24 (0.73%) Network Security
14 23 (0.70%) Ethernet
15 21 (0.64%) VLAN
16 19 (0.57%) Wireless
17 18 (0.54%) VPN
18 13 (0.39%) SD-WAN
19 11 (0.33%) RS-232
Database & Business Intelligence
1 338 (10.22%) Power BI
2 269 (8.13%) Tableau
3 201 (6.08%) SQL Server
4 107 (3.24%) Relational Database
5 88 (2.66%) Data Warehouse
6 74 (2.24%) MySQL
7 51 (1.54%) Data Lake
8 49 (1.48%) MongoDB
9 48 (1.45%) PostgreSQL
10 44 (1.33%) RDBMS
11 43 (1.30%) Power Query
12 33 (1.00%) Big Data
13 29 (0.88%) Metadata
14 25 (0.76%) SQL Server Integration Services
14 25 (0.76%) SQL Server Reporting Services
15 19 (0.57%) NoSQL
15 19 (0.57%) QlikView
16 18 (0.54%) BigQuery
16 18 (0.54%) Enterprise Data Warehouse
17 17 (0.51%) Elasticsearch
Development Applications
1 218 (6.59%) Git
2 90 (2.72%) JIRA
3 27 (0.82%) Jenkins
4 26 (0.79%) Visual Studio
5 16 (0.48%) Cucumber
6 12 (0.36%) SpecFlow
7 11 (0.33%) Selenium
8 9 (0.27%) SQL Server Management Studio (SSMS)
9 8 (0.24%) GitLab
10 7 (0.21%) Eclipse
11 6 (0.18%) Moq
11 6 (0.18%) PowerBuilder
12 5 (0.15%) InstallShield
12 5 (0.15%) LabVIEW
12 5 (0.15%) Maven
12 5 (0.15%) Postman
12 5 (0.15%) Rational DOORS
12 5 (0.15%) Team Foundation Server
13 4 (0.12%) Oracle Forms
13 4 (0.12%) Subversion
General
1 1,830 (55.34%) Social Skills
2 1,269 (38.37%) Finance
3 520 (15.72%) Influencing Skills
4 376 (11.37%) Retail
5 369 (11.16%) Inclusion and Diversity
6 252 (7.62%) Presentation Skills
7 220 (6.65%) Legal
8 216 (6.53%) Marketing
9 171 (5.17%) Public Sector
10 98 (2.96%) Manufacturing
10 98 (2.96%) Organisational Skills
11 97 (2.93%) Law
12 93 (2.81%) Banking
13 59 (1.78%) Electronics
14 47 (1.42%) Telecoms
15 42 (1.27%) Games
16 41 (1.24%) Pharmaceutical
17 34 (1.03%) Automotive
18 33 (1.00%) Aerospace
18 33 (1.00%) Military
Job Titles
1 1,274 (38.52%) Analyst
2 789 (23.86%) Senior
3 411 (12.43%) Senior Analyst
4 238 (7.20%) Lead
5 231 (6.99%) Developer
6 224 (6.77%) Data Analyst
7 212 (6.41%) Linux Specialist
8 211 (6.38%) Technical Specialist
9 165 (4.99%) Financial Analyst
10 154 (4.66%) Consultant
11 140 (4.23%) Senior Data Warehouse Specialist
12 138 (4.17%) Business Analyst
13 134 (4.05%) Commercial Analyst
14 129 (3.90%) Senior Linux Specialist
15 127 (3.84%) Senior Technical Specialist
15 127 (3.84%) Senior Unix Technical Specialist
16 112 (3.39%) Architect
17 107 (3.24%) Senior Data Analyst
18 85 (2.57%) Project Manager
19 65 (1.97%) Software Engineer
Libraries, Frameworks & Software Standards
1 183 (5.53%) .NET
2 92 (2.78%) HTML
3 85 (2.57%) CSS
4 60 (1.81%) AngularJS
5 56 (1.69%) .NET Framework
6 49 (1.48%) Web Services
7 48 (1.45%) ASP.NET
8 45 (1.36%) RESTful
9 44 (1.33%) JSON
9 44 (1.33%) React
10 36 (1.09%) REST
11 33 (1.00%) Vue
12 27 (0.82%) .NET Core
12 27 (0.82%) ASP.NET Web API
12 27 (0.82%) SOAP
13 26 (0.79%) XML
14 25 (0.76%) ASP.NET Core
15 24 (0.73%) Middleware
16 20 (0.60%) Node.js
17 18 (0.54%) Entity Framework
Miscellaneous
1 240 (7.26%) Social Media
2 176 (5.32%) Self-Motivation
3 154 (4.66%) Management Information System
4 125 (3.78%) Analytical Mindset
5 92 (2.78%) Product Ownership
6 70 (2.12%) Enterprise Software
7 54 (1.63%) Life Science
8 51 (1.54%) Algorithms
9 49 (1.48%) Onboarding
10 38 (1.15%) Data Centre
11 37 (1.12%) Data Structures
12 36 (1.09%) Cyber Threat
13 34 (1.03%) PMI
14 33 (1.00%) Security Posture
15 32 (0.97%) NHS
16 29 (0.88%) Public Cloud
17 26 (0.79%) Mobile App
18 25 (0.76%) IoT
19 23 (0.70%) Virtual Team
20 22 (0.67%) Clustering
Operating Systems
1 365 (11.04%) Linux
2 278 (8.41%) Windows
3 210 (6.35%) Ubuntu
4 115 (3.48%) Windows Server
5 39 (1.18%) Windows 10
6 30 (0.91%) Unix
7 28 (0.85%) Windows Server 2012
8 25 (0.76%) Apple iOS
9 22 (0.67%) AIX
10 18 (0.54%) Android
11 17 (0.51%) Mac OS
11 17 (0.51%) 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 7 (0.21%) CentOS
15 7 (0.21%) CoreOS
16 6 (0.18%) Windows Server 2008
16 6 (0.18%) Windows Vista
Processes & Methodologies
1 1,450 (43.85%) Problem-Solving
2 1,010 (30.54%) Agile
3 797 (24.10%) Decision-Making
4 681 (20.59%) Actionable Insight
5 665 (20.11%) Mentoring
6 517 (15.63%) Analytics
7 506 (15.30%) Business Case
8 468 (14.15%) Budgeting
9 463 (14.00%) Budgeting and Forecasting
10 423 (12.79%) Business Intelligence
11 369 (11.16%) Project Management
12 366 (11.07%) Cybersecurity
12 366 (11.07%) Data Analysis
13 345 (10.43%) Artificial Intelligence
14 320 (9.68%) Visualisation
15 302 (9.13%) Continuous Improvement
16 291 (8.80%) CRM
17 249 (7.53%) IT Strategy
18 237 (7.17%) Mathematics
19 236 (7.14%) Analytical Thinking
Programming Languages
1 666 (20.14%) SQL
2 455 (13.76%) Python
3 268 (8.10%) Bash
4 214 (6.47%) C#
5 140 (4.23%) JavaScript
6 121 (3.66%) Java
7 83 (2.51%) R
8 72 (2.18%) PowerShell
9 57 (1.72%) T-SQL
10 50 (1.51%) TypeScript
11 48 (1.45%) C
12 45 (1.36%) C++
13 35 (1.06%) VB
14 33 (1.00%) Data Analysis Expressions
15 32 (0.97%) Scala
16 26 (0.79%) PHP
17 24 (0.73%) Perl
18 21 (0.64%) PL/SQL
18 21 (0.64%) VB.NET
18 21 (0.64%) VBA
Qualifications
1 820 (24.80%) Degree
2 471 (14.24%) ACCA
3 456 (13.79%) CIMA
4 191 (5.78%) DBS Check
5 180 (5.44%) Security Cleared
6 122 (3.69%) Computer Science Degree
7 106 (3.21%) SC Cleared
8 73 (2.21%) Master's Degree
9 52 (1.57%) PMI Certification
10 39 (1.18%) Cisco Certification
11 38 (1.15%) BPSS Clearance
12 37 (1.12%) CISSP
13 36 (1.09%) Microsoft Certification
14 31 (0.94%) DV Cleared
15 29 (0.88%) Azure Certification
16 28 (0.85%) Numerate Degree
17 26 (0.79%) PhD
18 23 (0.70%) CCNA
19 22 (0.67%) PMP
20 21 (0.64%) TOGAF Certification
Quality Assurance & Compliance
1 150 (4.54%) QA
2 108 (3.27%) Data Quality
3 83 (2.51%) ISO/IEC 27001
4 75 (2.27%) GDPR
5 51 (1.54%) SLA
6 31 (0.94%) Cyber Essentials
7 26 (0.79%) IFRS
8 24 (0.73%) Accessibility
9 21 (0.64%) NIST
10 20 (0.60%) PCI DSS
11 19 (0.57%) PMO
12 18 (0.54%) ISO 9001
13 16 (0.48%) SOC 2
14 15 (0.45%) GRC
15 9 (0.27%) Cyber Essentials PLUS
16 8 (0.24%) Actionable Recommendations
16 8 (0.24%) WCAG
17 7 (0.21%) COBIT
17 7 (0.21%) GAAP
17 7 (0.21%) Sarbanes-Oxley
System Software
1 336 (10.16%) Active Directory
2 84 (2.54%) VMware Infrastructure
3 55 (1.66%) Docker
4 40 (1.21%) Hyper-V
5 28 (0.85%) Virtual Machines
6 19 (0.57%) VMware ESXi
7 18 (0.54%) Firmware
8 16 (0.48%) vSphere
9 10 (0.30%) Terminal Services
10 6 (0.18%) Oracle RAC
11 4 (0.12%) Embedded Firmware
11 4 (0.12%) NFS
12 2 (0.060%) Virtual Desktop
13 1 (0.030%) Apache Flume
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
1 220 (6.65%) Microsoft Intune
2 210 (6.35%) Jamf Pro
3 36 (1.09%) Terraform
4 35 (1.06%) Kubernetes
5 33 (1.00%) Ansible
6 19 (0.57%) vCenter Server
7 17 (0.51%) Puppet
8 13 (0.39%) Single Sign-On
9 10 (0.30%) Grafana
9 10 (0.30%) SCCM
10 9 (0.27%) Graphite
10 9 (0.27%) HAProxy
10 9 (0.27%) Nagios
11 7 (0.21%) Microsoft Clustering
12 6 (0.18%) Data Guard
13 5 (0.15%) McAfee ePO
13 5 (0.15%) Nessus
13 5 (0.15%) QRadar
13 5 (0.15%) SCOM
13 5 (0.15%) SCVMM
Vendors
1 1,211 (36.62%) Microsoft
2 210 (6.35%) CyberArk
2 210 (6.35%) Tanium
3 176 (5.32%) Databricks
4 120 (3.63%) Google
5 112 (3.39%) VMware
6 103 (3.11%) Oracle
7 87 (2.63%) SAP
8 76 (2.30%) Salesforce
9 54 (1.63%) ServiceNow
10 41 (1.24%) Adobe
11 34 (1.03%) Cisco
12 21 (0.64%) Facebook
13 17 (0.51%) Fortinet
13 17 (0.51%) Workday
14 14 (0.42%) Apple
14 14 (0.42%) Splunk
14 14 (0.42%) Xamarin
15 13 (0.39%) IBM
16 12 (0.36%) Sage