Analytics Jobs with Work from Home Options

Analytics
UK > Work from Home

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 28 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
28 May 2024
Same period 2023 Same period 2022
Rank 28 23 38
Rank change year-on-year -5 +15 +12
Permanent jobs citing Analytics 2,463 3,896 6,519
As % of all permanent jobs with a WFH option 7.17% 9.80% 8.89%
As % of the Processes & Methodologies category 7.92% 10.20% 9.16%
Number of salaries quoted 1,533 2,061 2,892
10th Percentile £35,000 £38,500 £38,000
25th Percentile £42,725 £50,000 £47,500
Median annual salary (50th Percentile) £57,965 £65,000 £62,500
Median % change year-on-year -10.82% +4.00% +4.17%
75th Percentile £82,500 £89,852 £82,500
90th Percentile £107,500 £117,500 £107,500
UK median annual salary £59,300 £65,000 £65,000
% change year-on-year -8.77% - +8.33%

All Process and Methodology Skills
Work from Home

Analytics is in the Processes and Methodologies 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 process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 31,100 38,207 71,189
As % of all permanent jobs with a WFH option 90.53% 96.06% 97.13%
Number of salaries quoted 23,476 26,508 41,843
10th Percentile £33,750 £37,500 £36,250
25th Percentile £42,500 £47,500 £46,000
Median annual salary (50th Percentile) £57,500 £62,621 £60,000
Median % change year-on-year -8.18% +4.37% +9.09%
75th Percentile £75,000 £82,500 £80,000
90th Percentile £95,000 £100,000 £95,000
UK median annual salary £55,000 £61,000 £60,000
% change year-on-year -9.84% +1.67% +9.09%

Analytics
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Analytics as a proportion of all IT jobs advertised.

Analytics trend for jobs with a WFH option

Analytics
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Analytics.

Analytics salary trend for jobs with a WFH option

Analytics
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Analytics over the 6 months to 28 May 2024.

Analytics salary histogram for jobs with a WFH option

Analytics
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 59 (2.40%) Apache Airflow
2 48 (1.95%) CMS
3 47 (1.91%) Apache
4 42 (1.71%) SAS
5 36 (1.46%) Apache Spark
6 34 (1.38%) SharePoint
7 31 (1.26%) Microsoft Exchange
8 24 (0.97%) Confluence
9 21 (0.85%) WordPress
10 19 (0.77%) IIS
11 8 (0.32%) ArcGIS
12 6 (0.24%) nginx
13 4 (0.16%) Adobe Experience Manager
14 3 (0.12%) Exchange Server 2013
14 3 (0.12%) GlassFish
14 3 (0.12%) JBoss
14 3 (0.12%) Luigi
14 3 (0.12%) Tomcat
15 2 (0.081%) Jupyter
15 2 (0.081%) WebLogic
Applications
1 115 (4.67%) Microsoft Excel
2 58 (2.35%) Microsoft PowerPoint
3 50 (2.03%) Microsoft Office
4 13 (0.53%) Spreadsheet
5 11 (0.45%) SPSS
6 9 (0.37%) Photoshop
7 8 (0.32%) Trello
8 6 (0.24%) Adobe Creative Suite
8 6 (0.24%) Adobe Illustrator
8 6 (0.24%) Adobe XD
8 6 (0.24%) Sketch
9 5 (0.20%) MS Visio
10 4 (0.16%) Adobe After Effects
10 4 (0.16%) Adobe Premiere
11 3 (0.12%) AutoCAD
12 2 (0.081%) FileZilla
12 2 (0.081%) LaTeX
12 2 (0.081%) Microsoft Project
13 1 (0.041%) Adobe Captivate
13 1 (0.041%) Revit
Business Applications
1 14 (0.57%) SAP S/4HANA
2 13 (0.53%) Unit4 Business World
3 12 (0.49%) Shopify
4 11 (0.45%) Magento
5 10 (0.41%) Remedy ITSM
6 9 (0.37%) Dynamics CRM
6 9 (0.37%) SAP CX
7 7 (0.28%) Sparx Enterprise Architect
8 6 (0.24%) Oracle General Ledger
8 6 (0.24%) Oracle Subledger Accounting
9 5 (0.20%) Oracle Procure-to-Pay
10 4 (0.16%) Salesforce CRM
11 3 (0.12%) NetSuite
11 3 (0.12%) Relativity
12 2 (0.081%) IBM Planning Analytics
12 2 (0.081%) MIS ActiveH
12 2 (0.081%) Oracle EBS
12 2 (0.081%) Oracle ERP
12 2 (0.081%) PeopleSoft HCM
12 2 (0.081%) SAP ERP
Cloud Services
1 541 (21.97%) Azure
2 421 (17.09%) AWS
3 363 (14.74%) Power Platform
4 214 (8.69%) GCP
5 172 (6.98%) Google Analytics
6 110 (4.47%) Azure Data Factory
7 97 (3.94%) Azure Synapse Analytics
8 96 (3.90%) Snowflake
9 87 (3.53%) dbt
9 87 (3.53%) Microsoft 365
10 80 (3.25%) SaaS
11 71 (2.88%) Azure DevOps
12 51 (2.07%) Azure Monitor
13 48 (1.95%) Azure Cosmos DB
14 46 (1.87%) Matillion
14 46 (1.87%) Serverless
15 40 (1.62%) Entra ID
16 30 (1.22%) Google Ads
17 28 (1.14%) Azure Storage
18 26 (1.06%) Cloud Computing
Communications & Networking
1 191 (7.75%) Broadband
2 69 (2.80%) Firewall
3 51 (2.07%) WAN
4 37 (1.50%) DNS
5 36 (1.46%) Network Security
6 32 (1.30%) SD-WAN
7 27 (1.10%) Cisco Firepower
8 24 (0.97%) DHCP
9 22 (0.89%) LAN
10 19 (0.77%) TCP/IP
10 19 (0.77%) VPN
11 13 (0.53%) WLAN
12 11 (0.45%) HTTP
12 11 (0.45%) Internet
13 8 (0.32%) BGP
13 8 (0.32%) MPLS
13 8 (0.32%) MQTT
13 8 (0.32%) VLAN
14 7 (0.28%) OSPF
15 6 (0.24%) Intranet
Database & Business Intelligence
1 362 (14.70%) Power BI
2 317 (12.87%) Data Warehouse
3 302 (12.26%) Tableau
4 179 (7.27%) SQL Server
5 172 (6.98%) Data Lake
6 152 (6.17%) BigQuery
7 75 (3.05%) Looker
8 72 (2.92%) Big Data
9 64 (2.60%) Azure SQL Database
9 64 (2.60%) Relational Database
10 47 (1.91%) Metadata
11 42 (1.71%) NoSQL
12 40 (1.62%) Elasticsearch
13 39 (1.58%) SQL Server Integration Services
13 39 (1.58%) Star Schema
14 37 (1.50%) PostgreSQL
15 36 (1.46%) Amazon Athena
16 35 (1.42%) MongoDB
17 33 (1.34%) Dremio
18 32 (1.30%) SQL Server Reporting Services
Development Applications
1 208 (8.44%) Git
2 53 (2.15%) JIRA
3 52 (2.11%) GitLab
4 27 (1.10%) Visual Studio
5 23 (0.93%) Jenkins
6 11 (0.45%) MLflow
7 10 (0.41%) Postman
8 9 (0.37%) Team Foundation Server
9 7 (0.28%) SQL Server Management Studio (SSMS)
10 6 (0.24%) JMeter
10 6 (0.24%) SoapUI
10 6 (0.24%) Visual Studio Code
11 4 (0.16%) Eclipse
11 4 (0.16%) gulp
11 4 (0.16%) IntelliJ
11 4 (0.16%) Selenium
12 2 (0.081%) Burp Suite
12 2 (0.081%) CircleCI
12 2 (0.081%) ER Studio
12 2 (0.081%) Metasploit
General
1 742 (30.13%) Social Skills
2 563 (22.86%) Finance
3 517 (20.99%) Analytical Skills
4 497 (20.18%) Marketing
5 307 (12.46%) Retail
6 247 (10.03%) Advertising
7 198 (8.04%) Presentation Skills
8 150 (6.09%) Banking
9 126 (5.12%) Public Sector
10 117 (4.75%) Legal
11 107 (4.34%) Inclusion and Diversity
12 103 (4.18%) Front Office
13 55 (2.23%) Games
14 51 (2.07%) Law
15 50 (2.03%) Influencing Skills
16 41 (1.66%) Pharmaceutical
17 30 (1.22%) Investment Banking
18 29 (1.18%) Manufacturing
19 26 (1.06%) Financial Institution
19 26 (1.06%) Organisational Skills
Job Titles
1 516 (20.95%) Analyst
2 398 (16.16%) Senior
3 362 (14.70%) Lead
4 243 (9.87%) Data Analyst
5 230 (9.34%) Architect
6 227 (9.22%) Developer
7 220 (8.93%) Data Engineer
8 159 (6.46%) Senior Analyst
9 130 (5.28%) Solutions Architect
10 128 (5.20%) Senior Data Analyst
11 104 (4.22%) Data Manager
12 94 (3.82%) Consultant
13 82 (3.33%) Digital Analyst
14 80 (3.25%) Presales Solution Architect
15 79 (3.21%) Performance Analyst
16 77 (3.13%) Data Architect
17 76 (3.09%) Product Manager
18 70 (2.84%) Digital Performance Analyst
18 70 (2.84%) Software Engineer
19 67 (2.72%) Analytics Manager
Libraries, Frameworks & Software Standards
1 115 (4.67%) HTML
2 103 (4.18%) CSS
3 88 (3.57%) .NET
4 76 (3.09%) React
5 54 (2.19%) ASP.NET
6 52 (2.11%) AngularJS
7 50 (2.03%) Pandas
8 47 (1.91%) PySpark
9 40 (1.62%) HTML5
10 37 (1.50%) Web Services
11 36 (1.46%) Node.js
12 35 (1.42%) Kafka
13 34 (1.38%) ASP.NET MVC
14 33 (1.34%) .NET Core
14 33 (1.34%) gRPC
15 32 (1.30%) Entity Framework
16 31 (1.26%) Protocol Buffers
17 30 (1.22%) NumPy
18 29 (1.18%) CSS3
18 29 (1.18%) Vue
Miscellaneous
1 187 (7.59%) Marketing Technology
2 115 (4.67%) Management Information System
3 112 (4.55%) Product Ownership
4 96 (3.90%) Algorithms
5 92 (3.74%) Self-Motivation
6 87 (3.53%) Fixed Income
7 81 (3.29%) Data Structures
8 71 (2.88%) Foreign Exchange (FX)
9 67 (2.72%) Derivative
10 66 (2.68%) Social Media
11 65 (2.64%) Equities
12 53 (2.15%) Hedge funds
12 53 (2.15%) Life Science
13 52 (2.11%) Data Centre
14 48 (1.95%) Onboarding
15 44 (1.79%) Greenfield Project
16 35 (1.42%) Cloud Native
17 33 (1.34%) NHS
18 32 (1.30%) Cyberattack
19 30 (1.22%) Public Cloud
Operating Systems
1 105 (4.26%) Windows
2 103 (4.18%) Linux
3 51 (2.07%) Windows Server
4 18 (0.73%) Unix
4 18 (0.73%) Windows Server 2016
4 18 (0.73%) Windows Server 2019
5 13 (0.53%) Android
5 13 (0.53%) Apple iOS
6 12 (0.49%) zOS
7 7 (0.28%) AIX
8 6 (0.24%) CentOS
9 4 (0.16%) Mac OS
9 4 (0.16%) Solaris
9 4 (0.16%) Windows Server 2012
10 2 (0.081%) VMS
11 1 (0.041%) Embedded Linux
11 1 (0.041%) Oracle Linux
11 1 (0.041%) Red Hat Enterprise Linux
Processes & Methodologies
1 670 (27.20%) Agile
2 598 (24.28%) Data Analytics
3 586 (23.79%) Problem-Solving
4 536 (21.76%) Visualisation
5 459 (18.64%) Business Intelligence
6 376 (15.27%) Data Analysis
7 354 (14.37%) Data Modelling
8 353 (14.33%) Data Strategy
9 299 (12.14%) Actionable Insight
9 299 (12.14%) Data Pipeline
10 295 (11.98%) Business Case
10 295 (11.98%) Data Science
11 291 (11.81%) Mentoring
12 288 (11.69%) ETL
13 286 (11.61%) Machine Learning
14 281 (11.41%) Decision-Making
15 273 (11.08%) Data Engineering
16 269 (10.92%) Data Collection
17 266 (10.80%) Digital Marketing
18 234 (9.50%) Statistics
Programming Languages
1 920 (37.35%) SQL
2 709 (28.79%) Python
3 169 (6.86%) JavaScript
4 123 (4.99%) C#
5 105 (4.26%) Java
6 103 (4.18%) R
7 88 (3.57%) TypeScript
8 68 (2.76%) PowerShell
9 59 (2.40%) T-SQL
10 40 (1.62%) Data Analysis Expressions
11 27 (1.10%) PHP
12 25 (1.02%) Bash
12 25 (1.02%) Ruby
13 23 (0.93%) VB
13 23 (0.93%) VBScript
14 22 (0.89%) Go
15 19 (0.77%) Scala
16 18 (0.73%) Bicep
16 18 (0.73%) C
17 14 (0.57%) PL/SQL
Qualifications
1 587 (23.83%) Degree
2 190 (7.71%) Security Cleared
3 182 (7.39%) DBS Check
4 128 (5.20%) SC Cleared
5 78 (3.17%) Master's Degree
6 76 (3.09%) Computer Science Degree
7 63 (2.56%) DV Cleared
8 36 (1.46%) Numerate Degree
9 34 (1.38%) Cisco Certification
10 33 (1.34%) Azure Certification
11 31 (1.26%) PhD
12 29 (1.18%) CCNP
13 27 (1.10%) CCNA
13 27 (1.10%) PMI Certification
14 26 (1.06%) Microsoft Certification
15 21 (0.85%) MBA
16 17 (0.69%) ITIL Foundation Certificate
17 15 (0.61%) CISSP
17 15 (0.61%) PMP
18 13 (0.53%) CIMA
Quality Assurance & Compliance
1 171 (6.94%) Data Quality
2 68 (2.76%) QA
3 57 (2.31%) Accessibility
4 43 (1.75%) GDPR
5 36 (1.46%) WCAG
6 22 (0.89%) PMO
7 18 (0.73%) ISO/IEC 27001
8 13 (0.53%) ITGC
9 11 (0.45%) Actionable Recommendations
10 9 (0.37%) ISO 9001
11 7 (0.28%) IFRS
12 6 (0.24%) California Consumer Privacy Act
12 6 (0.24%) GAAP
12 6 (0.24%) SLA
12 6 (0.24%) SOC 2
13 5 (0.20%) NIST
14 4 (0.16%) HIPAA
14 4 (0.16%) Sarbanes-Oxley
15 3 (0.12%) CRD IV
15 3 (0.12%) PCI DSS
System Software
1 63 (2.56%) Docker
2 62 (2.52%) Active Directory
3 21 (0.85%) Virtual Machines
4 17 (0.69%) Virtual Desktop
5 13 (0.53%) VMware Infrastructure
6 10 (0.41%) Firmware
7 5 (0.20%) Hyper-V
8 3 (0.12%) vSphere
9 1 (0.041%) Embedded Firmware
9 1 (0.041%) Lustre
9 1 (0.041%) Slurm Workload Manager
Systems Management
1 89 (3.61%) Kubernetes
2 71 (2.88%) Terraform
3 39 (1.58%) Ansible
4 28 (1.14%) Microsoft Intune
4 28 (1.14%) Stealthwatch
5 24 (0.97%) Active Directory Federation Services
6 23 (0.93%) WSUS
7 21 (0.85%) Docker Swarm
8 18 (0.73%) SCCM
9 17 (0.69%) SCOM
10 11 (0.45%) Grafana
11 10 (0.41%) Progress Chef
12 8 (0.32%) Puppet
13 7 (0.28%) Prometheus
13 7 (0.28%) SysTrack
14 5 (0.20%) logstash
14 5 (0.20%) Single Sign-On
15 4 (0.16%) Kibana
16 3 (0.12%) OfficeScan
16 3 (0.12%) Oracle Statspack
Vendors
1 380 (15.43%) Microsoft
2 280 (11.37%) Databricks
3 269 (10.92%) Google
4 82 (3.33%) Adobe
5 81 (3.29%) SAP
6 79 (3.21%) Oracle
7 46 (1.87%) Cisco
8 36 (1.46%) Meraki
9 34 (1.38%) Apple
10 30 (1.22%) Salesforce
11 23 (0.93%) ServiceNow
12 19 (0.77%) F5
13 16 (0.65%) VMware
14 15 (0.61%) Screaming Frog
15 13 (0.53%) Ahrefs
15 13 (0.53%) Sage
16 12 (0.49%) Facebook
17 10 (0.41%) IBM
17 10 (0.41%) New Relic
17 10 (0.41%) Remedy