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

6 months to
31 May 2024
Same period 2023 Same period 2022
Rank 29 22 38
Rank change year-on-year -7 +16 +11
Permanent jobs citing Analytics 2,474 3,823 6,607
As % of all permanent jobs with a WFH option 7.14% 9.90% 8.91%
As % of the Processes & Methodologies category 7.92% 10.31% 9.17%
Number of salaries quoted 1,537 2,047 2,864
10th Percentile £35,000 £38,650 £38,000
25th Percentile £42,725 £50,000 £47,500
Median annual salary (50th Percentile) £58,500 £66,550 £62,500
Median % change year-on-year -12.10% +6.48% +4.17%
75th Percentile £82,500 £89,852 £82,500
90th Percentile £107,500 £117,500 £109,459
UK median annual salary £60,000 £65,000 £65,000
% change year-on-year -7.69% - +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 31,253 37,089 72,078
As % of all permanent jobs with a WFH option 90.24% 96.02% 97.15%
Number of salaries quoted 23,514 26,211 41,851
10th Percentile £33,750 £37,500 £36,250
25th Percentile £42,500 £47,500 £46,250
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 £60,899 £60,000
% change year-on-year -9.69% +1.50% +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 31 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 58 (2.34%) Apache Airflow
2 50 (2.02%) Apache
3 48 (1.94%) CMS
4 36 (1.46%) Apache Spark
4 36 (1.46%) SAS
5 34 (1.37%) SharePoint
6 31 (1.25%) Microsoft Exchange
7 25 (1.01%) Confluence
8 21 (0.85%) WordPress
9 19 (0.77%) IIS
10 8 (0.32%) ArcGIS
11 6 (0.24%) 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%) Jupyter
14 2 (0.081%) WebLogic
Applications
1 114 (4.61%) Microsoft Excel
2 58 (2.34%) Microsoft PowerPoint
3 47 (1.90%) Microsoft Office
4 13 (0.53%) Spreadsheet
5 11 (0.44%) SPSS
6 9 (0.36%) 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 (0.040%) Adobe Captivate
13 1 (0.040%) Revit
Business Applications
1 14 (0.57%) SAP S/4HANA
2 13 (0.53%) Unit4 Business World
3 12 (0.49%) Shopify
4 11 (0.44%) Magento
4 11 (0.44%) Remedy ITSM
5 10 (0.40%) Dynamics CRM
6 9 (0.36%) 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%) Oracle EBS
10 4 (0.16%) Oracle ERP
10 4 (0.16%) PeopleSoft HCM
10 4 (0.16%) Salesforce CRM
11 3 (0.12%) NetSuite
11 3 (0.12%) Relativity
12 2 (0.081%) MIS ActiveH
12 2 (0.081%) NEC Housing
12 2 (0.081%) SAP ERP
Cloud Services
1 554 (22.39%) Azure
2 430 (17.38%) AWS
3 370 (14.96%) Power Platform
4 204 (8.25%) GCP
5 172 (6.95%) Google Analytics
6 110 (4.45%) Azure Data Factory
7 98 (3.96%) Azure Synapse Analytics
8 97 (3.92%) Snowflake
9 89 (3.60%) dbt
10 88 (3.56%) Microsoft 365
11 85 (3.44%) SaaS
12 73 (2.95%) Azure DevOps
13 55 (2.22%) Azure Monitor
14 48 (1.94%) Azure Cosmos DB
15 47 (1.90%) Serverless
16 46 (1.86%) Matillion
17 41 (1.66%) Entra ID
18 30 (1.21%) Google Ads
19 29 (1.17%) Azure Storage
20 26 (1.05%) Cloud Computing
Communications & Networking
1 191 (7.72%) Broadband
2 70 (2.83%) Firewall
3 51 (2.06%) WAN
4 37 (1.50%) DNS
4 37 (1.50%) Network Security
5 32 (1.29%) SD-WAN
6 27 (1.09%) Cisco Firepower
7 24 (0.97%) DHCP
8 22 (0.89%) LAN
9 20 (0.81%) VPN
10 19 (0.77%) TCP/IP
11 13 (0.53%) WLAN
12 11 (0.44%) HTTP
12 11 (0.44%) 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%) IPsec
14 7 (0.28%) OSPF
Database & Business Intelligence
1 369 (14.92%) Power BI
2 318 (12.85%) Data Warehouse
3 307 (12.41%) Tableau
4 182 (7.36%) SQL Server
5 178 (7.19%) Data Lake
6 152 (6.14%) BigQuery
7 75 (3.03%) Looker
8 74 (2.99%) Big Data
9 65 (2.63%) Azure SQL Database
10 64 (2.59%) Relational Database
11 48 (1.94%) Metadata
12 41 (1.66%) SQL Server Integration Services
13 40 (1.62%) Elasticsearch
13 40 (1.62%) NoSQL
14 39 (1.58%) Star Schema
15 37 (1.50%) PostgreSQL
16 36 (1.46%) Amazon Athena
16 36 (1.46%) Dremio
17 35 (1.41%) MongoDB
18 32 (1.29%) MySQL
Development Applications
1 208 (8.41%) Git
2 54 (2.18%) JIRA
3 52 (2.10%) GitLab
4 26 (1.05%) Visual Studio
5 24 (0.97%) Jenkins
6 11 (0.44%) MLflow
7 10 (0.40%) Postman
8 9 (0.36%) Team Foundation Server
9 6 (0.24%) JMeter
9 6 (0.24%) SoapUI
9 6 (0.24%) SQL Server Management Studio (SSMS)
9 6 (0.24%) Visual Studio Code
10 4 (0.16%) Eclipse
10 4 (0.16%) gulp
10 4 (0.16%) IntelliJ
10 4 (0.16%) Selenium
11 2 (0.081%) ERwin
11 2 (0.081%) Jasmine
11 2 (0.081%) Metasploit
11 2 (0.081%) Mockito
General
1 756 (30.56%) Social Skills
2 566 (22.88%) Finance
3 512 (20.70%) Analytical Skills
4 495 (20.01%) Marketing
5 304 (12.29%) Retail
6 245 (9.90%) Advertising
7 196 (7.92%) Presentation Skills
8 144 (5.82%) Banking
9 128 (5.17%) Public Sector
10 119 (4.81%) Legal
11 109 (4.41%) Inclusion and Diversity
12 106 (4.28%) Front Office
13 55 (2.22%) Games
14 52 (2.10%) Law
15 50 (2.02%) Influencing Skills
16 41 (1.66%) Pharmaceutical
17 33 (1.33%) Investment Banking
18 29 (1.17%) Manufacturing
19 27 (1.09%) Organisational Skills
20 26 (1.05%) Financial Institution
Job Titles
1 516 (20.86%) Analyst
2 399 (16.13%) Senior
3 362 (14.63%) Lead
4 242 (9.78%) Data Analyst
5 230 (9.30%) Developer
6 228 (9.22%) Architect
7 220 (8.89%) Data Engineer
8 155 (6.27%) Senior Analyst
9 128 (5.17%) Senior Data Analyst
9 128 (5.17%) Solutions Architect
10 104 (4.20%) Data Manager
11 95 (3.84%) Consultant
12 82 (3.31%) Digital Analyst
13 80 (3.23%) Presales Solution Architect
14 79 (3.19%) Performance Analyst
15 78 (3.15%) Data Architect
15 78 (3.15%) Product Manager
16 70 (2.83%) Digital Performance Analyst
17 69 (2.79%) Azure Engineer
17 69 (2.79%) Software Engineer
Libraries, Frameworks & Software Standards
1 116 (4.69%) HTML
2 104 (4.20%) CSS
3 92 (3.72%) .NET
4 75 (3.03%) React
5 54 (2.18%) ASP.NET
6 53 (2.14%) AngularJS
7 50 (2.02%) Pandas
7 50 (2.02%) PySpark
8 41 (1.66%) HTML5
9 38 (1.54%) Web Services
10 36 (1.46%) .NET Core
10 36 (1.46%) Node.js
11 35 (1.41%) Kafka
12 34 (1.37%) ASP.NET MVC
13 32 (1.29%) Entity Framework
13 32 (1.29%) gRPC
14 30 (1.21%) Protocol Buffers
15 29 (1.17%) CSS3
15 29 (1.17%) NumPy
15 29 (1.17%) Vue
Miscellaneous
1 187 (7.56%) Marketing Technology
2 117 (4.73%) Management Information System
3 116 (4.69%) Product Ownership
4 97 (3.92%) Algorithms
5 91 (3.68%) Fixed Income
6 89 (3.60%) Self-Motivation
7 83 (3.35%) Data Structures
8 75 (3.03%) Foreign Exchange (FX)
9 71 (2.87%) Derivative
10 69 (2.79%) Equities
11 66 (2.67%) Social Media
12 57 (2.30%) Hedge funds
13 53 (2.14%) Life Science
14 52 (2.10%) Data Centre
15 51 (2.06%) Onboarding
16 44 (1.78%) Greenfield Project
17 34 (1.37%) NHS
18 32 (1.29%) Cloud Native
18 32 (1.29%) Cyberattack
19 31 (1.25%) Public Cloud
Operating Systems
1 109 (4.41%) Windows
2 107 (4.32%) Linux
3 51 (2.06%) 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
8 6 (0.24%) Mac OS
9 4 (0.16%) Solaris
9 4 (0.16%) Windows Server 2012
10 2 (0.081%) Oracle Linux
10 2 (0.081%) Red Hat Enterprise Linux
10 2 (0.081%) VMS
11 1 (0.040%) Embedded Linux
Processes & Methodologies
1 675 (27.28%) Agile
2 599 (24.21%) Problem-Solving
3 594 (24.01%) Data Analytics
4 538 (21.75%) Visualisation
5 462 (18.67%) Business Intelligence
6 381 (15.40%) Data Analysis
7 360 (14.55%) Data Modelling
8 354 (14.31%) Data Strategy
9 302 (12.21%) Data Pipeline
10 300 (12.13%) Actionable Insight
11 295 (11.92%) Business Case
11 295 (11.92%) Data Science
12 292 (11.80%) ETL
13 288 (11.64%) Mentoring
14 285 (11.52%) Machine Learning
15 276 (11.16%) Data Engineering
15 276 (11.16%) Decision-Making
16 268 (10.83%) Data Collection
17 267 (10.79%) Digital Marketing
18 235 (9.50%) Statistics
Programming Languages
1 923 (37.31%) SQL
2 704 (28.46%) Python
3 166 (6.71%) JavaScript
4 127 (5.13%) C#
5 102 (4.12%) Java
5 102 (4.12%) R
6 86 (3.48%) TypeScript
7 69 (2.79%) PowerShell
8 61 (2.47%) T-SQL
9 40 (1.62%) Data Analysis Expressions
10 27 (1.09%) PHP
11 26 (1.05%) Bash
12 24 (0.97%) Ruby
13 23 (0.93%) VB
13 23 (0.93%) VBScript
14 22 (0.89%) Go
15 21 (0.85%) Bicep
16 18 (0.73%) C
16 18 (0.73%) Scala
17 13 (0.53%) PL/SQL
Qualifications
1 588 (23.77%) Degree
2 193 (7.80%) Security Cleared
3 182 (7.36%) DBS Check
4 130 (5.25%) SC Cleared
5 81 (3.27%) Computer Science Degree
6 79 (3.19%) Master's Degree
7 63 (2.55%) DV Cleared
8 35 (1.41%) Azure Certification
8 35 (1.41%) Numerate Degree
9 34 (1.37%) Cisco Certification
10 32 (1.29%) PhD
11 29 (1.17%) CCNP
12 28 (1.13%) Microsoft Certification
13 27 (1.09%) CCNA
13 27 (1.09%) PMI Certification
14 21 (0.85%) MBA
15 17 (0.69%) ITIL Foundation Certificate
16 15 (0.61%) CISSP
16 15 (0.61%) PMP
17 13 (0.53%) CIMA
Quality Assurance & Compliance
1 174 (7.03%) Data Quality
2 71 (2.87%) QA
3 58 (2.34%) Accessibility
4 44 (1.78%) GDPR
5 36 (1.46%) WCAG
6 22 (0.89%) PMO
7 20 (0.81%) ISO/IEC 27001
8 13 (0.53%) ITGC
9 11 (0.44%) Actionable Recommendations
10 9 (0.36%) ISO 9001
11 8 (0.32%) SOC 2
12 7 (0.28%) IFRS
13 6 (0.24%) California Consumer Privacy Act
13 6 (0.24%) GAAP
13 6 (0.24%) NIST
13 6 (0.24%) SLA
14 5 (0.20%) HIPAA
15 4 (0.16%) Sarbanes-Oxley
16 3 (0.12%) NCSC
16 3 (0.12%) PCI DSS
System Software
1 64 (2.59%) Active Directory
1 64 (2.59%) Docker
2 22 (0.89%) Virtual Machines
3 17 (0.69%) Virtual Desktop
4 13 (0.53%) VMware Infrastructure
5 10 (0.40%) Firmware
6 5 (0.20%) Hyper-V
7 3 (0.12%) vSphere
8 1 (0.040%) Embedded Firmware
8 1 (0.040%) Lustre
8 1 (0.040%) Slurm Workload Manager
Systems Management
1 90 (3.64%) Kubernetes
2 73 (2.95%) Terraform
3 39 (1.58%) Ansible
4 29 (1.17%) Microsoft Intune
5 28 (1.13%) Stealthwatch
6 24 (0.97%) Active Directory Federation Services
7 23 (0.93%) WSUS
8 21 (0.85%) Docker Swarm
9 18 (0.73%) SCCM
10 17 (0.69%) SCOM
11 11 (0.44%) Grafana
12 10 (0.40%) Progress Chef
13 8 (0.32%) Puppet
14 7 (0.28%) Prometheus
14 7 (0.28%) SysTrack
15 5 (0.20%) logstash
15 5 (0.20%) Single Sign-On
16 4 (0.16%) Kibana
17 3 (0.12%) OfficeScan
17 3 (0.12%) Oracle Statspack
Vendors
1 386 (15.60%) Microsoft
2 285 (11.52%) Databricks
3 263 (10.63%) Google
4 82 (3.31%) Adobe
5 81 (3.27%) SAP
6 80 (3.23%) Oracle
7 46 (1.86%) Cisco
8 36 (1.46%) Meraki
9 34 (1.37%) Apple
10 30 (1.21%) Salesforce
11 23 (0.93%) ServiceNow
12 19 (0.77%) F5
13 16 (0.65%) Screaming Frog
13 16 (0.65%) VMware
14 14 (0.57%) Ahrefs
15 13 (0.53%) Sage
16 12 (0.49%) Facebook
17 11 (0.44%) BT
17 11 (0.44%) Remedy
18 10 (0.40%) Informatica