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

6 months to
18 May 2024
Same period 2023 Same period 2022
Rank 21 21 39
Rank change year-on-year 0 +18 +15
Permanent jobs citing Analytical Skills 3,302 4,169 5,994
As % of all permanent jobs with a WFH option 9.75% 10.32% 8.52%
As % of the General category 15.84% 15.66% 13.43%
Number of salaries quoted 1,887 2,321 2,913
10th Percentile £31,250 £30,500 £32,500
25th Percentile £40,988 £40,798 £41,250
Median annual salary (50th Percentile) £52,500 £52,500 £55,000
Median % change year-on-year - -4.55% +4.76%
75th Percentile £71,250 £71,250 £70,000
90th Percentile £89,250 £90,000 £83,500
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 20,851 26,630 44,635
As % of all permanent jobs with a WFH option 61.58% 65.90% 63.47%
Number of salaries quoted 15,097 17,776 24,517
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 £83,484 £79,375
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 18 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 78 (2.36%) SharePoint
2 42 (1.27%) Microsoft Exchange
3 39 (1.18%) SAS
4 38 (1.15%) Apache
5 30 (0.91%) CMS
6 29 (0.88%) Apache Spark
7 21 (0.64%) IIS
8 20 (0.61%) 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 (0.061%) Drupal
13 2 (0.061%) Jupyter
13 2 (0.061%) Luigi
13 2 (0.061%) Moodle
13 2 (0.061%) Oracle Service Bus
13 2 (0.061%) Tomcat
13 2 (0.061%) WebLogic
Applications
1 694 (21.02%) Microsoft Excel
2 134 (4.06%) Microsoft Office
3 60 (1.82%) Microsoft PowerPoint
4 29 (0.88%) Microsoft Project
5 18 (0.55%) 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 (0.061%) Adobe Creative Suite
13 2 (0.061%) EViews
13 2 (0.061%) LaTeX
Business Applications
1 28 (0.85%) 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
1 665 (20.14%) Azure
2 372 (11.27%) Power Platform
3 368 (11.14%) AWS
4 252 (7.63%) Entra ID
5 148 (4.48%) Microsoft 365
6 109 (3.30%) SaaS
7 74 (2.24%) GCP
8 69 (2.09%) Dynamics 365
9 58 (1.76%) IaaS
10 53 (1.61%) Azure DevOps
11 50 (1.51%) Serverless
12 48 (1.45%) PowerApps
13 45 (1.36%) Snowflake
14 44 (1.33%) Azure Data Factory
14 44 (1.33%) PaaS
15 43 (1.30%) WhatsApp
16 36 (1.09%) Google Analytics
17 33 (1.00%) Cloud Computing
18 32 (0.97%) Power Automate
19 28 (0.85%) Amazon S3
Communications & Networking
1 671 (20.32%) Broadband
2 213 (6.45%) 5G
3 112 (3.39%) Firewall
4 89 (2.70%) DNS
5 60 (1.82%) 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 (0.58%) Wireless
17 18 (0.55%) VPN
18 13 (0.39%) SD-WAN
19 11 (0.33%) RS-232
Database & Business Intelligence
1 337 (10.21%) Power BI
2 270 (8.18%) Tableau
3 202 (6.12%) SQL Server
4 107 (3.24%) Relational Database
5 87 (2.63%) Data Warehouse
6 75 (2.27%) MySQL
7 51 (1.54%) Data Lake
8 49 (1.48%) MongoDB
8 49 (1.48%) PostgreSQL
9 44 (1.33%) RDBMS
10 42 (1.27%) Power Query
11 34 (1.03%) Big Data
12 29 (0.88%) Metadata
13 25 (0.76%) SQL Server Integration Services
13 25 (0.76%) SQL Server Reporting Services
14 20 (0.61%) QlikView
15 19 (0.58%) BigQuery
15 19 (0.58%) NoSQL
16 18 (0.55%) Enterprise Data Warehouse
17 17 (0.51%) Elasticsearch
Development Applications
1 217 (6.57%) Git
2 91 (2.76%) JIRA
3 27 (0.82%) Jenkins
4 26 (0.79%) Visual Studio
5 17 (0.51%) 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%) Bitbucket
13 4 (0.12%) Cypress.io
General
1 1,828 (55.36%) Social Skills
2 1,273 (38.55%) Finance
3 521 (15.78%) Influencing Skills
4 376 (11.39%) Retail
5 370 (11.21%) Inclusion and Diversity
6 252 (7.63%) Presentation Skills
7 220 (6.66%) Legal
8 215 (6.51%) Marketing
9 171 (5.18%) Public Sector
10 98 (2.97%) Manufacturing
10 98 (2.97%) Organisational Skills
11 97 (2.94%) Law
12 95 (2.88%) Banking
13 59 (1.79%) 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 1,277 (38.67%) Analyst
2 789 (23.89%) Senior
3 411 (12.45%) Senior Analyst
4 237 (7.18%) Lead
5 231 (7.00%) Developer
6 223 (6.75%) Data Analyst
7 212 (6.42%) Linux Specialist
8 211 (6.39%) Technical Specialist
9 165 (5.00%) Financial Analyst
10 150 (4.54%) Consultant
11 140 (4.24%) Senior Data Warehouse Specialist
12 139 (4.21%) Business Analyst
13 134 (4.06%) Commercial Analyst
14 129 (3.91%) Senior Linux Specialist
15 127 (3.85%) Senior Technical Specialist
15 127 (3.85%) Senior Unix Technical Specialist
16 113 (3.42%) Architect
17 107 (3.24%) Senior Data Analyst
18 85 (2.57%) Project Manager
19 65 (1.97%) Software Engineer
Libraries, Frameworks & Software Standards
1 184 (5.57%) .NET
2 91 (2.76%) HTML
3 85 (2.57%) CSS
4 60 (1.82%) AngularJS
5 56 (1.70%) .NET Framework
6 48 (1.45%) ASP.NET
6 48 (1.45%) Web Services
7 45 (1.36%) RESTful
8 44 (1.33%) JSON
8 44 (1.33%) React
9 36 (1.09%) REST
10 33 (1.00%) Vue
11 27 (0.82%) .NET Core
11 27 (0.82%) ASP.NET Web API
11 27 (0.82%) SOAP
12 25 (0.76%) ASP.NET Core
12 25 (0.76%) XML
13 24 (0.73%) Middleware
14 20 (0.61%) Node.js
15 19 (0.58%) Spring
Miscellaneous
1 240 (7.27%) Social Media
2 176 (5.33%) Self-Motivation
3 154 (4.66%) Management Information System
4 124 (3.76%) Analytical Mindset
5 94 (2.85%) Product Ownership
6 70 (2.12%) Enterprise Software
7 54 (1.64%) Life Science
8 51 (1.54%) Algorithms
9 49 (1.48%) Onboarding
10 38 (1.15%) Data Centre
11 36 (1.09%) Cyber Threat
11 36 (1.09%) Data Structures
12 34 (1.03%) PMI
13 32 (0.97%) NHS
13 32 (0.97%) Security Posture
14 29 (0.88%) Public Cloud
15 26 (0.79%) Mobile App
16 24 (0.73%) IoT
17 22 (0.67%) Clustering
17 22 (0.67%) Virtual Team
Operating Systems
1 365 (11.05%) Linux
2 276 (8.36%) Windows
3 210 (6.36%) 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 (0.55%) 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 1,445 (43.76%) Problem-Solving
2 1,011 (30.62%) Agile
3 795 (24.08%) Decision-Making
4 681 (20.62%) Actionable Insight
5 662 (20.05%) Mentoring
6 518 (15.69%) Analytics
7 506 (15.32%) Business Case
8 468 (14.17%) Budgeting
9 463 (14.02%) Budgeting and Forecasting
10 423 (12.81%) Business Intelligence
11 369 (11.18%) Project Management
12 366 (11.08%) Data Analysis
13 365 (11.05%) Cybersecurity
14 346 (10.48%) Artificial Intelligence
15 321 (9.72%) Visualisation
16 300 (9.09%) Continuous Improvement
17 291 (8.81%) CRM
18 250 (7.57%) IT Strategy
19 237 (7.18%) Mathematics
20 235 (7.12%) Analytical Thinking
Programming Languages
1 665 (20.14%) SQL
2 455 (13.78%) Python
3 267 (8.09%) Bash
4 215 (6.51%) C#
5 139 (4.21%) JavaScript
6 122 (3.69%) Java
7 83 (2.51%) R
8 71 (2.15%) PowerShell
9 57 (1.73%) 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%) Scala
15 31 (0.94%) Data Analysis Expressions
16 26 (0.79%) PHP
17 23 (0.70%) Perl
18 21 (0.64%) PL/SQL
18 21 (0.64%) VB.NET
18 21 (0.64%) VBA
Qualifications
1 823 (24.92%) Degree
2 471 (14.26%) ACCA
3 456 (13.81%) CIMA
4 191 (5.78%) DBS Check
5 177 (5.36%) Security Cleared
6 122 (3.69%) Computer Science Degree
7 103 (3.12%) 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
1 148 (4.48%) QA
2 107 (3.24%) 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 23 (0.70%) Accessibility
9 21 (0.64%) NIST
10 20 (0.61%) PCI DSS
11 19 (0.58%) PMO
12 18 (0.55%) 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%) DO-254
17 7 (0.21%) ISO 22301
System Software
1 335 (10.15%) Active Directory
2 83 (2.51%) VMware Infrastructure
3 54 (1.64%) Docker
4 40 (1.21%) Hyper-V
5 27 (0.82%) Virtual Machines
6 19 (0.58%) VMware ESXi
7 18 (0.55%) 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 (0.061%) Apache Flume
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
1 219 (6.63%) Microsoft Intune
2 210 (6.36%) Jamf Pro
3 35 (1.06%) Terraform
4 34 (1.03%) Kubernetes
5 32 (0.97%) Ansible
6 19 (0.58%) 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 (36.67%) Microsoft
2 210 (6.36%) CyberArk
2 210 (6.36%) Tanium
3 177 (5.36%) Databricks
4 122 (3.69%) Google
5 111 (3.36%) VMware
6 104 (3.15%) Oracle
7 87 (2.63%) SAP
8 76 (2.30%) Salesforce
9 54 (1.64%) ServiceNow
10 40 (1.21%) Adobe
11 34 (1.03%) Cisco
12 21 (0.64%) Facebook
13 17 (0.51%) Fortinet
13 17 (0.51%) Workday
14 15 (0.45%) Splunk
15 14 (0.42%) Apple
15 14 (0.42%) Xamarin
16 13 (0.39%) IBM
17 12 (0.36%) Sage