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

6 months to
13 May 2024
Same period 2023 Same period 2022
Rank 20 21 39
Rank change year-on-year +1 +18 +17
Permanent jobs citing Analytical Skills 3,289 4,262 5,849
As % of all permanent jobs with a WFH option 9.76% 10.31% 8.43%
As % of the General category 15.85% 15.62% 13.37%
Number of salaries quoted 1,888 2,371 2,907
10th Percentile £31,250 £30,500 £32,500
25th Percentile £40,988 £41,117 £41,250
Median annual salary (50th Percentile) £52,500 £53,750 £55,000
Median % change year-on-year -2.33% -2.27% +4.76%
75th Percentile £71,250 £71,250 £70,000
90th Percentile £89,125 £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 20,750 27,292 43,748
As % of all permanent jobs with a WFH option 61.55% 66.00% 63.08%
Number of salaries quoted 15,057 18,200 24,536
10th Percentile £31,750 £36,250 £35,000
25th Percentile £41,750 £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 £79,600
90th Percentile £95,000 £102,500 £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 13 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 79 (2.40%) SharePoint
2 42 (1.28%) Apache
2 42 (1.28%) Microsoft Exchange
2 42 (1.28%) SAS
3 32 (0.97%) Apache Spark
4 31 (0.94%) CMS
5 21 (0.64%) Confluence
5 21 (0.64%) IIS
6 17 (0.52%) WordPress
7 10 (0.30%) Apache Airflow
8 5 (0.15%) Umbraco
9 4 (0.12%) Adobe Experience Manager
10 3 (0.091%) nginx
11 2 (0.061%) Drupal
11 2 (0.061%) Jupyter
11 2 (0.061%) Luigi
11 2 (0.061%) Oracle Service Bus
11 2 (0.061%) Tomcat
11 2 (0.061%) WebLogic
12 1 (0.030%) Skype for Business
Applications
1 696 (21.16%) Microsoft Excel
2 138 (4.20%) Microsoft Office
3 61 (1.85%) Microsoft PowerPoint
4 28 (0.85%) Microsoft Project
5 18 (0.55%) MS Visio
6 14 (0.43%) Spreadsheet
7 13 (0.40%) 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 27 (0.82%) Dynamics CRM
2 21 (0.64%) SAP S/4HANA
3 13 (0.40%) 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%) 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
10 2 (0.061%) Oracle Payables
Cloud Services
1 665 (20.22%) Azure
2 368 (11.19%) Power Platform
3 361 (10.98%) AWS
4 250 (7.60%) Entra ID
5 145 (4.41%) Microsoft 365
6 110 (3.34%) SaaS
7 76 (2.31%) GCP
8 69 (2.10%) Dynamics 365
9 57 (1.73%) IaaS
10 56 (1.70%) Azure DevOps
11 48 (1.46%) Serverless
12 47 (1.43%) PowerApps
13 45 (1.37%) Snowflake
14 43 (1.31%) PaaS
14 43 (1.31%) WhatsApp
15 41 (1.25%) Azure Data Factory
16 37 (1.12%) Google Analytics
17 33 (1.00%) Cloud Computing
18 31 (0.94%) Power Automate
19 29 (0.88%) Amazon S3
Communications & Networking
1 671 (20.40%) Broadband
2 213 (6.48%) 5G
3 111 (3.37%) Firewall
4 90 (2.74%) DNS
5 62 (1.89%) TCP/IP
6 45 (1.37%) DHCP
7 39 (1.19%) Internet
8 36 (1.09%) WAN
9 32 (0.97%) LAN
10 31 (0.94%) Intrusion Detection
11 26 (0.79%) SAN
11 26 (0.79%) Wi-Fi
12 25 (0.76%) NAS
12 25 (0.76%) Network Security
13 23 (0.70%) Ethernet
14 21 (0.64%) VLAN
15 19 (0.58%) Wireless
16 18 (0.55%) VPN
17 13 (0.40%) SD-WAN
18 11 (0.33%) SNMP
Database & Business Intelligence
1 333 (10.12%) Power BI
2 259 (7.87%) Tableau
3 199 (6.05%) SQL Server
4 107 (3.25%) Relational Database
5 85 (2.58%) Data Warehouse
6 74 (2.25%) MySQL
7 51 (1.55%) Data Lake
7 51 (1.55%) MongoDB
8 50 (1.52%) PostgreSQL
9 44 (1.34%) RDBMS
10 42 (1.28%) Power Query
11 36 (1.09%) Big Data
12 29 (0.88%) Metadata
13 25 (0.76%) SQL Server Reporting Services
14 24 (0.73%) SQL Server Integration Services
15 20 (0.61%) QlikView
16 19 (0.58%) BigQuery
16 19 (0.58%) Elasticsearch
17 18 (0.55%) Enterprise Data Warehouse
18 17 (0.52%) NoSQL
Development Applications
1 209 (6.35%) Git
2 94 (2.86%) JIRA
3 26 (0.79%) Jenkins
3 26 (0.79%) Visual Studio
4 17 (0.52%) Cucumber
5 11 (0.33%) SpecFlow
6 10 (0.30%) Selenium
7 9 (0.27%) SQL Server Management Studio (SSMS)
8 7 (0.21%) Eclipse
8 7 (0.21%) GitLab
9 6 (0.18%) Moq
9 6 (0.18%) PowerBuilder
10 5 (0.15%) Bitbucket
10 5 (0.15%) Cypress.io
10 5 (0.15%) InstallShield
10 5 (0.15%) LabVIEW
10 5 (0.15%) Maven
10 5 (0.15%) Postman
10 5 (0.15%) Rational DOORS
10 5 (0.15%) Team Foundation Server
General
1 1,808 (54.97%) Social Skills
2 1,281 (38.95%) Finance
3 522 (15.87%) Influencing Skills
4 370 (11.25%) Retail
5 365 (11.10%) Inclusion and Diversity
6 244 (7.42%) Presentation Skills
7 223 (6.78%) Legal
8 213 (6.48%) Marketing
9 173 (5.26%) Public Sector
10 100 (3.04%) Banking
10 100 (3.04%) Law
11 99 (3.01%) Organisational Skills
12 98 (2.98%) Manufacturing
13 59 (1.79%) Electronics
14 49 (1.49%) Telecoms
15 42 (1.28%) Games
16 37 (1.12%) Pharmaceutical
17 33 (1.00%) Aerospace
17 33 (1.00%) Military
18 32 (0.97%) Documentation Skills
Job Titles
1 1,276 (38.80%) Analyst
2 783 (23.81%) Senior
3 407 (12.37%) Senior Analyst
4 235 (7.15%) Lead
5 229 (6.96%) Developer
6 213 (6.48%) Data Analyst
7 212 (6.45%) Linux Specialist
8 211 (6.42%) Technical Specialist
9 165 (5.02%) Financial Analyst
10 148 (4.50%) Consultant
11 145 (4.41%) Business Analyst
12 138 (4.20%) Senior Data Warehouse Specialist
13 134 (4.07%) Commercial Analyst
14 129 (3.92%) Senior Linux Specialist
15 127 (3.86%) Senior Technical Specialist
15 127 (3.86%) Senior Unix Technical Specialist
16 117 (3.56%) Architect
17 98 (2.98%) Senior Data Analyst
18 85 (2.58%) Project Manager
19 62 (1.89%) Software Engineer
Libraries, Frameworks & Software Standards
1 187 (5.69%) .NET
2 89 (2.71%) HTML
3 84 (2.55%) CSS
4 61 (1.85%) AngularJS
5 55 (1.67%) .NET Framework
6 49 (1.49%) ASP.NET
7 48 (1.46%) Web Services
8 47 (1.43%) JSON
9 46 (1.40%) React
10 45 (1.37%) RESTful
11 35 (1.06%) REST
12 33 (1.00%) Vue
13 29 (0.88%) .NET Core
14 27 (0.82%) ASP.NET Web API
14 27 (0.82%) SOAP
15 25 (0.76%) ASP.NET Core
15 25 (0.76%) Middleware
15 25 (0.76%) XML
16 22 (0.67%) Node.js
17 20 (0.61%) Spring
Miscellaneous
1 240 (7.30%) Social Media
2 176 (5.35%) Self-Motivation
3 153 (4.65%) Management Information System
4 120 (3.65%) Analytical Mindset
5 94 (2.86%) Product Ownership
6 70 (2.13%) Enterprise Software
7 51 (1.55%) Life Science
7 51 (1.55%) Onboarding
8 47 (1.43%) Algorithms
9 37 (1.12%) Data Centre
10 36 (1.09%) Cyber Threat
11 35 (1.06%) Data Structures
12 34 (1.03%) PMI
13 33 (1.00%) Security Posture
14 31 (0.94%) NHS
15 29 (0.88%) Public Cloud
16 25 (0.76%) IoT
16 25 (0.76%) Mobile App
17 23 (0.70%) Clustering
18 21 (0.64%) Driving Licence
Operating Systems
1 362 (11.01%) Linux
2 273 (8.30%) Windows
3 210 (6.38%) Ubuntu
4 112 (3.41%) Windows Server
5 39 (1.19%) Windows 10
6 30 (0.91%) Unix
7 28 (0.85%) Windows Server 2012
8 23 (0.70%) Apple iOS
9 22 (0.67%) AIX
10 17 (0.52%) Mac OS
10 17 (0.52%) Windows 8
11 16 (0.49%) Android
12 15 (0.46%) Windows Server 2016
12 15 (0.46%) Windows Server 2019
13 14 (0.43%) 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 1,434 (43.60%) Problem-Solving
2 1,028 (31.26%) Agile
3 794 (24.14%) Decision-Making
4 670 (20.37%) Actionable Insight
5 663 (20.16%) Mentoring
6 506 (15.38%) Business Case
7 501 (15.23%) Analytics
8 468 (14.23%) Budgeting
9 463 (14.08%) Budgeting and Forecasting
10 421 (12.80%) Business Intelligence
11 370 (11.25%) Project Management
12 366 (11.13%) Cybersecurity
13 355 (10.79%) Data Analysis
14 345 (10.49%) Artificial Intelligence
15 303 (9.21%) Visualisation
16 300 (9.12%) Continuous Improvement
17 291 (8.85%) CRM
18 251 (7.63%) IT Strategy
19 230 (6.99%) Analytical Thinking
20 229 (6.96%) Mathematics
Programming Languages
1 649 (19.73%) SQL
2 448 (13.62%) Python
3 269 (8.18%) Bash
4 216 (6.57%) C#
5 135 (4.10%) JavaScript
6 126 (3.83%) Java
7 85 (2.58%) R
8 71 (2.16%) PowerShell
9 57 (1.73%) T-SQL
10 52 (1.58%) TypeScript
11 48 (1.46%) C
12 44 (1.34%) C++
13 35 (1.06%) Scala
13 35 (1.06%) VB
14 30 (0.91%) Data Analysis Expressions
15 26 (0.79%) PHP
16 24 (0.73%) Perl
17 21 (0.64%) PL/SQL
17 21 (0.64%) VB.NET
17 21 (0.64%) VBA
Qualifications
1 812 (24.69%) Degree
2 470 (14.29%) ACCA
3 456 (13.86%) CIMA
4 180 (5.47%) DBS Check
4 180 (5.47%) Security Cleared
5 121 (3.68%) Computer Science Degree
6 103 (3.13%) SC Cleared
7 72 (2.19%) Master's Degree
8 52 (1.58%) PMI Certification
9 41 (1.25%) BPSS Clearance
10 39 (1.19%) Cisco Certification
11 38 (1.16%) CISSP
12 34 (1.03%) Microsoft Certification
13 31 (0.94%) DV Cleared
14 29 (0.88%) Numerate Degree
15 28 (0.85%) Azure Certification
16 23 (0.70%) CCNA
16 23 (0.70%) PhD
17 22 (0.67%) PMP
18 21 (0.64%) TOGAF Certification
Quality Assurance & Compliance
1 148 (4.50%) QA
2 104 (3.16%) Data Quality
3 82 (2.49%) ISO/IEC 27001
4 72 (2.19%) GDPR
5 50 (1.52%) SLA
6 29 (0.88%) Cyber Essentials
7 28 (0.85%) IFRS
8 22 (0.67%) 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 (0.49%) SOC 2
14 15 (0.46%) GRC
15 9 (0.27%) CRD IV
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%) Sarbanes-Oxley
System Software
1 331 (10.06%) Active Directory
2 83 (2.52%) VMware Infrastructure
3 55 (1.67%) Docker
4 40 (1.22%) Hyper-V
5 26 (0.79%) Virtual Machines
6 20 (0.61%) VMware ESXi
7 18 (0.55%) Firmware
8 16 (0.49%) 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
13 1 (0.030%) HDFS
13 1 (0.030%) Lustre
13 1 (0.030%) Slurm Workload Manager
13 1 (0.030%) Virtual Desktop
13 1 (0.030%) Virtual Servers
Systems Management
1 218 (6.63%) Microsoft Intune
2 210 (6.38%) Jamf Pro
3 36 (1.09%) Kubernetes
4 35 (1.06%) Terraform
5 33 (1.00%) Ansible
6 20 (0.61%) vCenter Server
7 18 (0.55%) Puppet
8 13 (0.40%) Single Sign-On
9 11 (0.33%) Grafana
10 10 (0.30%) Graphite
10 10 (0.30%) HAProxy
10 10 (0.30%) Nagios
10 10 (0.30%) SCCM
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 1,208 (36.73%) Microsoft
2 210 (6.38%) CyberArk
2 210 (6.38%) Tanium
3 167 (5.08%) Databricks
4 124 (3.77%) Google
5 111 (3.37%) VMware
6 104 (3.16%) Oracle
7 87 (2.65%) SAP
8 75 (2.28%) Salesforce
9 55 (1.67%) ServiceNow
10 41 (1.25%) Adobe
11 33 (1.00%) Cisco
12 21 (0.64%) Facebook
13 17 (0.52%) Splunk
13 17 (0.52%) Workday
14 16 (0.49%) Fortinet
15 14 (0.43%) Apple
16 13 (0.40%) IBM
16 13 (0.40%) Xamarin
17 12 (0.36%) Palo Alto