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 2 December 2023 with a comparison to the same period over the previous 2 years.

6 months to
2 Dec 2023
Same period 2022 Same period 2021
Rank 27 27 40
Rank change year-on-year 0 +13 +30
Permanent jobs citing Analytical Skills 1,970 4,808 3,642
As % of all permanent jobs with a WFH option 8.72% 8.75% 7.19%
As % of the General category 13.24% 13.00% 12.70%
Number of salaries quoted 1,336 2,982 2,258
10th Percentile £33,250 £31,500 £32,500
25th Percentile £42,688 £40,944 £40,000
Median annual salary (50th Percentile) £58,920 £55,000 £53,651
Median % change year-on-year +7.13% +2.51% +6.03%
75th Percentile £72,500 £72,500 £69,750
90th Percentile £87,500 £87,500 £82,500
UK median annual salary £57,000 £55,000 £53,500
% change year-on-year +3.64% +2.80% +5.94%

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 14,876 36,987 28,683
As % of all permanent jobs with a WFH option 65.84% 67.28% 56.62%
Number of salaries quoted 10,545 24,361 20,045
10th Percentile £36,162 £36,250 £33,750
25th Percentile £46,306 £46,250 £42,500
Median annual salary (50th Percentile) £62,500 £62,500 £60,000
Median % change year-on-year - +4.17% +9.09%
75th Percentile £82,500 £82,500 £77,500
90th Percentile £100,000 £100,000 £95,000
UK median annual salary £60,000 £60,000 £57,500
% change year-on-year - +4.35% +4.55%

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 2 December 2023.

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 47 (2.39%) IIS
2 41 (2.08%) SharePoint
3 39 (1.98%) Confluence
4 34 (1.73%) WebLogic
5 32 (1.62%) Apache
6 29 (1.47%) SAS
7 27 (1.37%) Apache Spark
8 19 (0.96%) Tomcat
9 18 (0.91%) WebSphere
9 18 (0.91%) WebSphere Application Server
10 8 (0.41%) CMS
10 8 (0.41%) Oracle Service Bus
11 5 (0.25%) Apache Airflow
12 4 (0.20%) OpenStack
12 4 (0.20%) ThingWorx
12 4 (0.20%) Umbraco
13 3 (0.15%) Adobe Experience Manager
13 3 (0.15%) MS Exchange
14 2 (0.10%) Jupyter
14 2 (0.10%) Skype for Business
Applications
1 177 (8.98%) Microsoft Excel
2 122 (6.19%) Microsoft Office
3 62 (3.15%) Microsoft PowerPoint
4 20 (1.02%) MS Visio
5 7 (0.36%) Microsoft Project
6 5 (0.25%) Autodesk Inventor
6 5 (0.25%) SOLIDWORKS
7 4 (0.20%) SPSS
8 3 (0.15%) 3ds Max
8 3 (0.15%) Blender
8 3 (0.15%) Maya
8 3 (0.15%) Simulink
8 3 (0.15%) Spreadsheet
9 2 (0.10%) Adobe XD
9 2 (0.10%) EViews
9 2 (0.10%) InVision
9 2 (0.10%) Sketch
9 2 (0.10%) Trello
9 2 (0.10%) Windchill
Business Applications
1 17 (0.86%) Dynamics CRM
2 9 (0.46%) Remedy ITSM
3 8 (0.41%) SAP S/4HANA
4 6 (0.30%) Oracle Applications
5 5 (0.25%) BusinessWorks
5 5 (0.25%) NetSuite
5 5 (0.25%) Oracle Assets
6 4 (0.20%) Oracle General Ledger
6 4 (0.20%) Oracle Payables
6 4 (0.20%) Oracle Receivables
7 3 (0.15%) SAP ERP
7 3 (0.15%) SAP GRC
8 2 (0.10%) Dynamics NAV
8 2 (0.10%) IBM Planning Analytics
8 2 (0.10%) Magento
8 2 (0.10%) Misys Equation
8 2 (0.10%) SAP Business One
8 2 (0.10%) SAP MDM
8 2 (0.10%) SAP SCM
8 2 (0.10%) Shopify
Cloud Services
1 417 (21.17%) Azure
2 278 (14.11%) Power Platform
3 230 (11.68%) AWS
4 124 (6.29%) Microsoft 365
5 89 (4.52%) GCP
6 78 (3.96%) Azure DevOps
6 78 (3.96%) SaaS
7 44 (2.23%) Serverless
8 40 (2.03%) Google Sheets
9 37 (1.88%) WhatsApp
10 34 (1.73%) GitHub
11 32 (1.62%) PowerApps
12 28 (1.42%) IaaS
13 27 (1.37%) Dynamics 365
14 26 (1.32%) Azure Data Factory
15 24 (1.22%) Snowflake
16 23 (1.17%) PaaS
17 22 (1.12%) Entra ID
17 22 (1.12%) Google Analytics
17 22 (1.12%) Power Automate
Communications & Networking
1 85 (4.31%) DNS
2 66 (3.35%) Firewall
2 66 (3.35%) TCP/IP
3 55 (2.79%) VPN
4 49 (2.49%) WAN
5 44 (2.23%) DHCP
5 44 (2.23%) Network Security
6 36 (1.83%) LAN
7 20 (1.02%) Wireless
8 18 (0.91%) SD-WAN
8 18 (0.91%) SMTP
9 17 (0.86%) Internet
10 16 (0.81%) SSL
11 15 (0.76%) Intrusion Detection
12 12 (0.61%) 5G
13 10 (0.51%) HTTP
13 10 (0.51%) Remote Desktop
14 9 (0.46%) Structured Cabling
15 8 (0.41%) NAS
15 8 (0.41%) Wi-Fi
Database & Business Intelligence
1 254 (12.89%) Power BI
2 201 (10.20%) SQL Server
3 99 (5.03%) Tableau
4 89 (4.52%) Data Warehouse
5 77 (3.91%) MySQL
6 71 (3.60%) PostgreSQL
7 69 (3.50%) Relational Database
8 67 (3.40%) MongoDB
9 65 (3.30%) Looker
10 59 (2.99%) Elasticsearch
11 51 (2.59%) Data Lake
12 47 (2.39%) SQL Server Integration Services
13 42 (2.13%) Metadata
14 38 (1.93%) Hadoop
15 35 (1.78%) NoSQL
16 34 (1.73%) SQL Server Reporting Services
17 32 (1.62%) Power Query
18 31 (1.57%) Data Hub
19 29 (1.47%) Azure SQL Database
20 28 (1.42%) RDBMS
Development Applications
1 120 (6.09%) JIRA
2 103 (5.23%) Git
3 31 (1.57%) Jenkins
4 29 (1.47%) GitLab
5 27 (1.37%) Sonatype Nexus
6 15 (0.76%) Visual Studio
7 14 (0.71%) Cucumber
7 14 (0.71%) Selenium
8 13 (0.66%) Oracle APEX
9 12 (0.61%) Postman
10 8 (0.41%) Cypress.io
11 7 (0.36%) ERwin
11 7 (0.36%) SoapUI
12 6 (0.30%) Bitbucket
12 6 (0.30%) JMeter
12 6 (0.30%) Maven
12 6 (0.30%) Team Foundation Server
13 5 (0.25%) ER Studio
13 5 (0.25%) IBM UrbanCode
13 5 (0.25%) LoadRunner
General
1 843 (42.79%) Social Skills
2 652 (33.10%) Finance
3 224 (11.37%) Banking
4 206 (10.46%) Retail
5 144 (7.31%) Marketing
6 125 (6.35%) Inclusion and Diversity
7 117 (5.94%) Local Government
7 117 (5.94%) Presentation Skills
8 116 (5.89%) Manufacturing
9 113 (5.74%) Legal
10 92 (4.67%) Public Sector
11 78 (3.96%) Organisational Skills
12 57 (2.89%) Influencing Skills
13 53 (2.69%) Law
14 33 (1.68%) Aerospace
15 29 (1.47%) Electronics
15 29 (1.47%) Telecoms
16 22 (1.12%) Retail Banking
17 21 (1.07%) Advertising
17 21 (1.07%) Games
Job Titles
1 620 (31.47%) Analyst
2 259 (13.15%) Senior
3 217 (11.02%) Developer
4 107 (5.43%) Lead
5 104 (5.28%) Architect
6 103 (5.23%) Business Analyst
7 95 (4.82%) Digital Analyst
8 93 (4.72%) Applications Support
9 85 (4.31%) Senior Analyst
10 81 (4.11%) Support Analyst
11 79 (4.01%) Consultant
12 76 (3.86%) Data Analyst
13 74 (3.76%) Operations Analyst
14 61 (3.10%) Site Controller
15 60 (3.05%) Applications Support Analyst
15 60 (3.05%) Data Engineer
15 60 (3.05%) Software Engineer
16 53 (2.69%) IT Manager
17 47 (2.39%) Senior Developer
18 45 (2.28%) Support Engineer
Libraries, Frameworks & Software Standards
1 141 (7.16%) .NET
2 136 (6.90%) HTML
3 102 (5.18%) CSS
4 92 (4.67%) React
5 82 (4.16%) AngularJS
6 61 (3.10%) ModSecurity
6 61 (3.10%) RESTful
7 59 (2.99%) REST
7 59 (2.99%) Web Services
8 55 (2.79%) Node.js
9 47 (2.39%) JSON
10 46 (2.34%) XML
11 44 (2.23%) ASP.NET
12 36 (1.83%) Spring
13 33 (1.68%) Express.js
14 32 (1.62%) J2EE
14 32 (1.62%) MEAN Stack
15 31 (1.57%) MERN Stack
16 30 (1.52%) Kafka
17 29 (1.47%) Java EE
Miscellaneous
1 191 (9.70%) Management Information System
2 120 (6.09%) Self-Motivation
3 108 (5.48%) Product Ownership
4 86 (4.37%) Analytical Mindset
5 85 (4.31%) Greenfield Project
6 35 (1.78%) Credit Risk
7 34 (1.73%) Data Centre
7 34 (1.73%) Data Structures
7 34 (1.73%) NHS
8 33 (1.68%) Cloud Native
9 30 (1.52%) Public Cloud
10 28 (1.42%) Algorithms
11 27 (1.37%) Cyberattack
11 27 (1.37%) Replication
12 26 (1.32%) IoT
13 18 (0.91%) Distributed Systems
13 18 (0.91%) Onboarding
14 17 (0.86%) Mainframe
15 16 (0.81%) Cyber Threat
15 16 (0.81%) PMI
Operating Systems
1 216 (10.96%) Windows
2 104 (5.28%) Linux
3 97 (4.92%) Unix
4 92 (4.67%) Windows Server
5 38 (1.93%) Windows 10
6 35 (1.78%) Android
7 21 (1.07%) Solaris
7 21 (1.07%) Windows Server 2016
7 21 (1.07%) Windows Server 2019
8 19 (0.96%) Red Hat Enterprise Linux
9 12 (0.61%) HPUX
10 9 (0.46%) Windows Server 2012
11 7 (0.36%) Mac OS X
12 3 (0.15%) CentOS
12 3 (0.15%) CoreOS
12 3 (0.15%) FreeRTOS
13 2 (0.10%) Apple iOS
13 2 (0.10%) Debian
13 2 (0.10%) Windows Server 2008
14 1 (0.051%) Ubuntu
Processes & Methodologies
1 846 (42.94%) Problem-Solving
2 560 (28.43%) Agile
3 366 (18.58%) Analytics
4 329 (16.70%) Business Intelligence
5 288 (14.62%) Decision-Making
6 231 (11.73%) DevOps
7 224 (11.37%) Customer Service
8 218 (11.07%) Project Management
9 211 (10.71%) Actionable Insight
10 197 (10.00%) Stakeholder Management
11 188 (9.54%) Data Analysis
11 188 (9.54%) Mentoring
12 186 (9.44%) ITIL
13 185 (9.39%) Continuous Improvement
14 184 (9.34%) Analytical Thinking
15 172 (8.73%) Visualisation
16 151 (7.66%) Artificial Intelligence
17 148 (7.51%) Information Security
18 142 (7.21%) Data Modelling
19 139 (7.06%) Computer Science
Programming Languages
1 461 (23.40%) SQL
2 256 (12.99%) Python
3 152 (7.72%) Java
4 140 (7.11%) C#
5 126 (6.40%) JavaScript
6 122 (6.19%) PowerShell
7 53 (2.69%) R
8 50 (2.54%) T-SQL
9 45 (2.28%) C++
10 32 (1.62%) Data Analysis Expressions
11 31 (1.57%) PL/SQL
12 29 (1.47%) TypeScript
13 28 (1.42%) Bash
14 26 (1.32%) Scala
15 17 (0.86%) MATLAB
16 16 (0.81%) C
17 14 (0.71%) PHP
18 12 (0.61%) VBA
19 10 (0.51%) VB.NET
20 8 (0.41%) Perl
Qualifications
1 565 (28.68%) Degree
2 268 (13.60%) Security Cleared
3 128 (6.50%) SC Cleared
4 96 (4.87%) CISSP
5 91 (4.62%) Computer Science Degree
6 87 (4.42%) CISM
7 70 (3.55%) CRISC
8 67 (3.40%) CISA
9 51 (2.59%) Master's Degree
10 36 (1.83%) DV Cleared
11 29 (1.47%) Microsoft Certification
12 25 (1.27%) ITIL Certification
13 23 (1.17%) Azure Certification
14 22 (1.12%) Numerate Degree
15 20 (1.02%) PMI Certification
16 18 (0.91%) Cisco Certification
17 14 (0.71%) DBS Check
18 12 (0.61%) AWS Certification
18 12 (0.61%) BPSS Clearance
19 10 (0.51%) TOGAF Certification
Quality Assurance & Compliance
1 108 (5.48%) Data Quality
2 92 (4.67%) ISO/IEC 27001
3 80 (4.06%) NIST
4 79 (4.01%) GRC
5 64 (3.25%) QA
6 61 (3.10%) ISO 22301
7 56 (2.84%) SLA
8 55 (2.79%) GDPR
9 40 (2.03%) Actionable Recommendations
10 38 (1.93%) PMO
11 28 (1.42%) Cyber Essentials
12 14 (0.71%) Accessibility
13 11 (0.56%) PCI DSS
14 9 (0.46%) CRD IV
15 8 (0.41%) Cyber Essentials PLUS
16 7 (0.36%) IFRS
17 6 (0.30%) Basel III
17 6 (0.30%) HMG Security Policy Framework
17 6 (0.30%) IFRS 9
17 6 (0.30%) ISO 9001
System Software
1 94 (4.77%) Active Directory
2 57 (2.89%) Docker
3 33 (1.68%) VMware Infrastructure
4 21 (1.07%) vSphere
5 17 (0.86%) Virtual Machines
6 11 (0.56%) Virtual Servers
7 10 (0.51%) Firmware
8 8 (0.41%) Oracle RAC
8 8 (0.41%) VMware NSX
9 6 (0.30%) Hyper-V
10 5 (0.25%) Virtual Desktop
11 3 (0.15%) Time Sharing Option
12 2 (0.10%) Apache Flume
12 2 (0.10%) Microsoft Virtual Server
12 2 (0.10%) VMware ESXi
13 1 (0.051%) BitLocker
13 1 (0.051%) HDFS
13 1 (0.051%) vCloud
13 1 (0.051%) XenApp
13 1 (0.051%) XenDesktop
Systems Management
1 60 (3.05%) Kubernetes
2 48 (2.44%) Terraform
3 30 (1.52%) Ansible
4 29 (1.47%) SCCM
5 28 (1.42%) Single Sign-On
6 26 (1.32%) AirWatch
6 26 (1.32%) OpenSSO
7 24 (1.22%) Microsoft Intune
8 10 (0.51%) Nessus
9 8 (0.41%) Data Guard
9 8 (0.41%) Oracle RMAN
10 6 (0.30%) Puppet
11 4 (0.20%) Istio
11 4 (0.20%) vRealize
11 4 (0.20%) vRealize Orchestrator
12 3 (0.15%) Computer Emergency Response Teams
12 3 (0.15%) Nagios
13 2 (0.10%) FortiGate
13 2 (0.10%) Graphite
13 2 (0.10%) yum
Vendors
1 419 (21.27%) Microsoft
2 115 (5.84%) Google
3 111 (5.63%) Oracle
4 61 (3.10%) CA
5 54 (2.74%) SAP
6 49 (2.49%) VMware
7 41 (2.08%) ServiceNow
8 39 (1.98%) Salesforce
9 35 (1.78%) Capita
10 34 (1.73%) HP
11 33 (1.68%) Databricks
12 30 (1.52%) Dell
13 28 (1.42%) Atlassian
14 27 (1.37%) Splunk
15 26 (1.32%) Cisco
16 22 (1.12%) Teradata
17 20 (1.02%) Sun
18 18 (0.91%) Adobe
18 18 (0.91%) IBM
19 15 (0.76%) Bloomberg