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 17 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
17 May 2024
Same period 2023 Same period 2022
Rank 28 22 37
Rank change year-on-year -6 +15 +11
Permanent jobs citing Analytics 2,464 3,953 6,114
As % of all permanent jobs with a WFH option 7.28% 9.77% 8.71%
As % of the Processes & Methodologies category 7.98% 10.18% 8.98%
Number of salaries quoted 1,531 2,097 2,853
10th Percentile £35,000 £38,500 £38,000
25th Percentile £42,725 £50,000 £47,500
Median annual salary (50th Percentile) £58,500 £65,000 £62,500
Median % change year-on-year -10.00% +4.00% +4.17%
75th Percentile £82,500 £89,852 £82,500
90th Percentile £107,500 £117,500 £108,750
UK median annual salary £59,000 £65,000 £65,000
% change year-on-year -9.23% - +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 30,859 38,849 68,120
As % of all permanent jobs with a WFH option 91.22% 96.05% 97.04%
Number of salaries quoted 23,373 27,016 41,283
10th Percentile £33,750 £37,500 £36,250
25th Percentile £42,500 £47,500 £46,000
Median annual salary (50th Percentile) £57,500 £62,500 £60,000
Median % change year-on-year -8.00% +4.17% +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 17 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 53 (2.15%) Apache Airflow
2 47 (1.91%) CMS
3 43 (1.75%) Apache
3 43 (1.75%) SAS
4 39 (1.58%) Apache Spark
5 37 (1.50%) SharePoint
6 30 (1.22%) Microsoft Exchange
7 25 (1.01%) Confluence
8 21 (0.85%) WordPress
9 19 (0.77%) IIS
10 8 (0.32%) ArcGIS
11 7 (0.28%) nginx
12 4 (0.16%) Adobe Experience Manager
13 3 (0.12%) Exchange Server 2013
13 3 (0.12%) GlassFish
13 3 (0.12%) JBoss
13 3 (0.12%) Luigi
13 3 (0.12%) Tomcat
14 2 (0.081%) Moodle
14 2 (0.081%) WebLogic
Applications
1 114 (4.63%) Microsoft Excel
2 58 (2.35%) Microsoft PowerPoint
3 53 (2.15%) Microsoft Office
4 13 (0.53%) Spreadsheet
5 11 (0.45%) SPSS
6 10 (0.41%) Photoshop
7 8 (0.32%) Trello
8 7 (0.28%) Adobe Creative Suite
8 7 (0.28%) Adobe Illustrator
9 6 (0.24%) Adobe XD
9 6 (0.24%) Sketch
10 5 (0.20%) MS Visio
11 4 (0.16%) Adobe After Effects
11 4 (0.16%) Adobe Premiere
12 3 (0.12%) AutoCAD
13 2 (0.081%) FileZilla
13 2 (0.081%) LaTeX
13 2 (0.081%) Microsoft Project
14 1 (0.041%) Adobe Captivate
14 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%) Dynamics CRM
6 9 (0.37%) Remedy ITSM
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%) NEC Housing
12 2 (0.081%) SAP ERP
13 1 (0.041%) Oracle Assets
13 1 (0.041%) Oracle Receivables
Cloud Services
1 526 (21.35%) Azure
2 400 (16.23%) AWS
3 357 (14.49%) Power Platform
4 216 (8.77%) GCP
5 173 (7.02%) Google Analytics
6 111 (4.50%) Azure Data Factory
7 99 (4.02%) Snowflake
8 96 (3.90%) Azure Synapse Analytics
9 90 (3.65%) SaaS
10 85 (3.45%) Microsoft 365
11 79 (3.21%) dbt
12 72 (2.92%) Azure DevOps
13 48 (1.95%) Azure Cosmos DB
13 48 (1.95%) Matillion
14 47 (1.91%) Serverless
15 46 (1.87%) Azure Monitor
16 38 (1.54%) Entra ID
17 31 (1.26%) Google Ads
18 24 (0.97%) Azure Storage
18 24 (0.97%) Cloud Computing
Communications & Networking
1 191 (7.75%) Broadband
2 65 (2.64%) Firewall
3 48 (1.95%) WAN
4 35 (1.42%) DNS
5 34 (1.38%) Network Security
6 29 (1.18%) SD-WAN
7 24 (0.97%) Cisco Firepower
8 22 (0.89%) LAN
9 21 (0.85%) DHCP
10 19 (0.77%) TCP/IP
11 18 (0.73%) VPN
12 13 (0.53%) WLAN
13 11 (0.45%) HTTP
13 11 (0.45%) Internet
14 8 (0.32%) BGP
14 8 (0.32%) MPLS
14 8 (0.32%) MQTT
14 8 (0.32%) VLAN
15 7 (0.28%) OpenVPN
15 7 (0.28%) OSPF
Database & Business Intelligence
1 355 (14.41%) Power BI
2 315 (12.78%) Data Warehouse
3 290 (11.77%) Tableau
4 179 (7.26%) SQL Server
5 164 (6.66%) Data Lake
6 156 (6.33%) BigQuery
7 76 (3.08%) Looker
8 68 (2.76%) Relational Database
9 67 (2.72%) Big Data
10 66 (2.68%) Azure SQL Database
11 48 (1.95%) Metadata
12 47 (1.91%) NoSQL
13 41 (1.66%) SQL Server Integration Services
13 41 (1.66%) Star Schema
14 40 (1.62%) Elasticsearch
15 39 (1.58%) PostgreSQL
16 36 (1.46%) MongoDB
16 36 (1.46%) MySQL
17 32 (1.30%) SQL Server Reporting Services
18 30 (1.22%) Enterprise Data Warehouse
Development Applications
1 203 (8.24%) Git
2 55 (2.23%) JIRA
3 51 (2.07%) GitLab
4 27 (1.10%) Visual Studio
5 23 (0.93%) Jenkins
6 10 (0.41%) MLflow
6 10 (0.41%) Postman
7 9 (0.37%) Team Foundation Server
8 7 (0.28%) SQL Server Management Studio (SSMS)
9 6 (0.24%) Eclipse
9 6 (0.24%) IntelliJ
9 6 (0.24%) JMeter
9 6 (0.24%) SoapUI
9 6 (0.24%) Visual Studio Code
10 5 (0.20%) Jasmine
10 5 (0.20%) Mockito
11 4 (0.16%) gulp
11 4 (0.16%) Selenium
12 2 (0.081%) Burp Suite
12 2 (0.081%) CircleCI
General
1 742 (30.11%) Social Skills
2 570 (23.13%) Finance
3 517 (20.98%) Analytical Skills
4 495 (20.09%) Marketing
5 301 (12.22%) Retail
6 250 (10.15%) Advertising
7 190 (7.71%) Presentation Skills
8 146 (5.93%) Banking
9 127 (5.15%) Public Sector
10 113 (4.59%) Legal
11 106 (4.30%) Inclusion and Diversity
12 95 (3.86%) Front Office
13 58 (2.35%) Influencing Skills
14 57 (2.31%) Games
15 50 (2.03%) Law
16 41 (1.66%) Pharmaceutical
17 29 (1.18%) Manufacturing
18 27 (1.10%) Financial Institution
19 26 (1.06%) Investment Banking
19 26 (1.06%) Organisational Skills
Job Titles
1 509 (20.66%) Analyst
2 391 (15.87%) Senior
3 360 (14.61%) Lead
4 232 (9.42%) Data Analyst
5 231 (9.38%) Architect
5 231 (9.38%) Developer
6 216 (8.77%) Data Engineer
7 151 (6.13%) Senior Analyst
8 133 (5.40%) Solutions Architect
9 120 (4.87%) Senior Data Analyst
10 107 (4.34%) Data Manager
11 89 (3.61%) Consultant
12 83 (3.37%) Digital Analyst
13 81 (3.29%) Software Engineer
14 80 (3.25%) Presales Solution Architect
15 79 (3.21%) Data Architect
15 79 (3.21%) Performance Analyst
16 75 (3.04%) Product Manager
17 70 (2.84%) Digital Performance Analyst
18 69 (2.80%) Analytics Manager
Libraries, Frameworks & Software Standards
1 113 (4.59%) HTML
2 101 (4.10%) CSS
3 88 (3.57%) .NET
4 84 (3.41%) React
5 55 (2.23%) ASP.NET
6 54 (2.19%) AngularJS
7 45 (1.83%) Pandas
8 41 (1.66%) Node.js
9 40 (1.62%) HTML5
10 39 (1.58%) PySpark
11 37 (1.50%) Kafka
12 36 (1.46%) Web Services
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%) CSS3
18 29 (1.18%) Vue
19 28 (1.14%) Material-UI
Miscellaneous
1 187 (7.59%) Marketing Technology
2 114 (4.63%) Management Information System
3 110 (4.46%) Product Ownership
4 97 (3.94%) Algorithms
5 89 (3.61%) Self-Motivation
6 85 (3.45%) Fixed Income
7 79 (3.21%) Data Structures
8 67 (2.72%) Social Media
9 66 (2.68%) Foreign Exchange (FX)
10 61 (2.48%) Derivative
11 59 (2.39%) Equities
12 52 (2.11%) Life Science
13 50 (2.03%) Onboarding
14 49 (1.99%) Data Centre
15 47 (1.91%) Hedge funds
16 44 (1.79%) Greenfield Project
17 43 (1.75%) Cloud Native
18 32 (1.30%) Cyberattack
19 31 (1.26%) Public Cloud
20 30 (1.22%) NHS
Operating Systems
1 108 (4.38%) Windows
2 104 (4.22%) Linux
3 48 (1.95%) Windows Server
4 18 (0.73%) Unix
5 15 (0.61%) Windows Server 2016
5 15 (0.61%) Windows Server 2019
6 13 (0.53%) Android
6 13 (0.53%) Apple iOS
7 12 (0.49%) Mac OS
7 12 (0.49%) zOS
8 7 (0.28%) AIX
8 7 (0.28%) CentOS
9 4 (0.16%) Solaris
9 4 (0.16%) Windows Server 2012
10 2 (0.081%) VMS
11 1 (0.041%) Embedded Linux
Processes & Methodologies
1 672 (27.27%) Agile
2 601 (24.39%) Data Analytics
3 581 (23.58%) Problem-Solving
4 536 (21.75%) Visualisation
5 464 (18.83%) Business Intelligence
6 371 (15.06%) Data Analysis
7 362 (14.69%) Data Modelling
8 359 (14.57%) Data Strategy
9 306 (12.42%) Data Science
10 295 (11.97%) Business Case
10 295 (11.97%) Data Pipeline
11 291 (11.81%) Actionable Insight
12 290 (11.77%) ETL
13 287 (11.65%) Machine Learning
14 284 (11.53%) Mentoring
15 275 (11.16%) Data Engineering
16 274 (11.12%) Decision-Making
17 269 (10.92%) Data Collection
18 266 (10.80%) Digital Marketing
19 236 (9.58%) Use Case
Programming Languages
1 908 (36.85%) SQL
2 694 (28.17%) Python
3 176 (7.14%) JavaScript
4 121 (4.91%) C#
5 108 (4.38%) Java
6 104 (4.22%) R
7 93 (3.77%) TypeScript
8 63 (2.56%) PowerShell
9 59 (2.39%) T-SQL
10 39 (1.58%) Data Analysis Expressions
11 28 (1.14%) PHP
12 25 (1.01%) Ruby
13 24 (0.97%) Bash
14 22 (0.89%) Go
15 20 (0.81%) VB
15 20 (0.81%) VBScript
16 19 (0.77%) Scala
17 18 (0.73%) C
18 16 (0.65%) Kotlin
19 15 (0.61%) Bicep
Qualifications
1 572 (23.21%) Degree
2 185 (7.51%) Security Cleared
3 174 (7.06%) DBS Check
4 125 (5.07%) SC Cleared
5 76 (3.08%) Master's Degree
6 73 (2.96%) Computer Science Degree
7 60 (2.44%) DV Cleared
8 36 (1.46%) Numerate Degree
9 31 (1.26%) Azure Certification
9 31 (1.26%) Cisco Certification
10 30 (1.22%) PhD
11 27 (1.10%) PMI Certification
12 26 (1.06%) CCNP
12 26 (1.06%) Microsoft Certification
13 24 (0.97%) CCNA
14 21 (0.85%) MBA
15 15 (0.61%) CISSP
15 15 (0.61%) PMP
16 14 (0.57%) ITIL Foundation Certificate
17 13 (0.53%) CIMA
Quality Assurance & Compliance
1 168 (6.82%) Data Quality
2 72 (2.92%) 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
13 5 (0.20%) NIST
13 5 (0.20%) SOC 2
14 4 (0.16%) Sarbanes-Oxley
15 3 (0.12%) CRD IV
15 3 (0.12%) HIPAA
15 3 (0.12%) PCI DSS
System Software
1 65 (2.64%) Docker
2 60 (2.44%) Active Directory
3 17 (0.69%) Virtual Machines
4 14 (0.57%) Virtual Desktop
5 12 (0.49%) 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 86 (3.49%) Kubernetes
2 70 (2.84%) Terraform
3 37 (1.50%) Ansible
4 27 (1.10%) Microsoft Intune
5 25 (1.01%) Stealthwatch
6 21 (0.85%) Active Directory Federation Services
7 20 (0.81%) Docker Swarm
7 20 (0.81%) WSUS
8 15 (0.61%) SCCM
9 14 (0.57%) 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
1 379 (15.38%) Microsoft
2 277 (11.24%) Databricks
3 270 (10.96%) Google
4 81 (3.29%) SAP
5 80 (3.25%) Adobe
6 78 (3.17%) Oracle
7 43 (1.75%) Cisco
8 33 (1.34%) Meraki
9 31 (1.26%) Apple
10 30 (1.22%) Salesforce
11 25 (1.01%) ServiceNow
12 19 (0.77%) F5
13 15 (0.61%) VMware
14 14 (0.57%) Screaming Frog
15 13 (0.53%) Facebook
15 13 (0.53%) IBM
15 13 (0.53%) Sage
16 12 (0.49%) Dell
16 12 (0.49%) YouTube
17 11 (0.45%) Ahrefs