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

6 months to
8 May 2024
Same period 2023 Same period 2022
Rank 28 22 37
Rank change year-on-year -6 +15 +11
Permanent jobs citing Analytics 2,453 4,069 5,898
As % of all permanent jobs with a WFH option 7.24% 9.79% 8.59%
As % of the Processes & Methodologies category 7.92% 10.18% 8.85%
Number of salaries quoted 1,533 2,138 2,879
10th Percentile £35,000 £38,500 £38,750
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 £116,250 £110,000
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 30,965 39,955 66,612
As % of all permanent jobs with a WFH option 91.45% 96.10% 96.96%
Number of salaries quoted 23,443 27,739 41,261
10th Percentile £33,750 £37,500 £36,250
25th Percentile £42,500 £47,500 £45,750
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 £61,180 £60,000
% change year-on-year -10.10% +1.97% +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 8 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 (2.16%) Apache Airflow
2 45 (1.83%) CMS
3 43 (1.75%) SAS
4 41 (1.67%) Apache
4 41 (1.67%) Apache Spark
5 38 (1.55%) SharePoint
6 31 (1.26%) Microsoft Exchange
7 23 (0.94%) Confluence
8 21 (0.86%) WordPress
9 19 (0.77%) IIS
10 8 (0.33%) ArcGIS
11 7 (0.29%) 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%) Tomcat
14 2 (0.082%) Jupyter
14 2 (0.082%) Oracle Application Server
14 2 (0.082%) WebLogic
Applications
1 110 (4.48%) Microsoft Excel
2 58 (2.36%) Microsoft Office
3 51 (2.08%) Microsoft PowerPoint
4 13 (0.53%) Spreadsheet
5 11 (0.45%) SPSS
6 10 (0.41%) Photoshop
7 8 (0.33%) Trello
8 7 (0.29%) Adobe Creative Suite
8 7 (0.29%) Adobe Illustrator
8 7 (0.29%) Sketch
9 6 (0.24%) Adobe XD
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 (0.082%) FileZilla
13 2 (0.082%) LaTeX
13 2 (0.082%) Microsoft Project
14 1 (0.041%) Adobe Captivate
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 9 (0.37%) SAP CX
6 8 (0.33%) Dynamics CRM
6 8 (0.33%) Remedy ITSM
7 7 (0.29%) 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 (0.082%) IBM Planning Analytics
12 2 (0.082%) MIS ActiveH
12 2 (0.082%) NEC Housing
12 2 (0.082%) SAP ERP
13 1 (0.041%) Oracle Receivables
13 1 (0.041%) Veritas eDiscovery
Cloud Services
1 515 (20.99%) Azure
2 379 (15.45%) AWS
3 343 (13.98%) Power Platform
4 220 (8.97%) GCP
5 174 (7.09%) Google Analytics
6 109 (4.44%) Azure Data Factory
7 101 (4.12%) Snowflake
8 93 (3.79%) Azure Synapse Analytics
9 90 (3.67%) SaaS
10 82 (3.34%) Microsoft 365
11 76 (3.10%) dbt
12 70 (2.85%) Azure DevOps
13 49 (2.00%) Matillion
13 49 (2.00%) Serverless
14 48 (1.96%) Azure Cosmos DB
15 45 (1.83%) Azure Monitor
16 38 (1.55%) Entra ID
17 31 (1.26%) Google Ads
18 24 (0.98%) Cloud Computing
19 23 (0.94%) PaaS
Communications & Networking
1 191 (7.79%) Broadband
2 65 (2.65%) Firewall
3 42 (1.71%) WAN
4 36 (1.47%) DNS
5 33 (1.35%) Network Security
6 23 (0.94%) SD-WAN
7 22 (0.90%) LAN
8 21 (0.86%) DHCP
9 19 (0.77%) TCP/IP
10 18 (0.73%) Cisco Firepower
10 18 (0.73%) VPN
11 13 (0.53%) WLAN
12 11 (0.45%) HTTP
12 11 (0.45%) Internet
13 8 (0.33%) BGP
13 8 (0.33%) MPLS
13 8 (0.33%) MQTT
13 8 (0.33%) VLAN
14 7 (0.29%) OpenVPN
14 7 (0.29%) OSPF
Database & Business Intelligence
1 341 (13.90%) Power BI
2 313 (12.76%) Data Warehouse
3 269 (10.97%) Tableau
4 177 (7.22%) SQL Server
5 161 (6.56%) Data Lake
6 158 (6.44%) BigQuery
7 78 (3.18%) Looker
8 70 (2.85%) Relational Database
9 67 (2.73%) Azure SQL Database
10 65 (2.65%) Big Data
11 51 (2.08%) Metadata
12 50 (2.04%) NoSQL
13 43 (1.75%) Star Schema
14 41 (1.67%) SQL Server Integration Services
15 40 (1.63%) Elasticsearch
16 39 (1.59%) PostgreSQL
17 37 (1.51%) MongoDB
18 36 (1.47%) MySQL
19 30 (1.22%) Amazon Athena
19 30 (1.22%) SQL Server Reporting Services
Development Applications
1 181 (7.38%) Git
2 54 (2.20%) JIRA
3 51 (2.08%) GitLab
4 26 (1.06%) Visual Studio
5 24 (0.98%) Jenkins
6 10 (0.41%) MLflow
6 10 (0.41%) Postman
7 9 (0.37%) Team Foundation Server
8 8 (0.33%) Eclipse
8 8 (0.33%) IntelliJ
9 7 (0.29%) Jasmine
9 7 (0.29%) Mockito
9 7 (0.29%) 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%) Selenium
12 2 (0.082%) CircleCI
12 2 (0.082%) Metasploit
12 2 (0.082%) NUnit
General
1 747 (30.45%) Social Skills
2 577 (23.52%) Finance
3 484 (19.73%) Marketing
4 483 (19.69%) Analytical Skills
5 273 (11.13%) Retail
6 248 (10.11%) Advertising
7 172 (7.01%) Presentation Skills
8 148 (6.03%) Banking
9 126 (5.14%) Public Sector
10 111 (4.53%) Legal
11 108 (4.40%) Inclusion and Diversity
12 92 (3.75%) Front Office
13 67 (2.73%) Influencing Skills
14 57 (2.32%) Games
15 49 (2.00%) Law
16 30 (1.22%) Pharmaceutical
17 29 (1.18%) Manufacturing
18 27 (1.10%) Financial Institution
19 24 (0.98%) Organisational Skills
20 22 (0.90%) Investment Banking
Job Titles
1 492 (20.06%) Analyst
2 369 (15.04%) Lead
3 364 (14.84%) Senior
4 251 (10.23%) Architect
5 231 (9.42%) Developer
6 215 (8.76%) Data Analyst
7 214 (8.72%) Data Engineer
8 159 (6.48%) Solutions Architect
9 134 (5.46%) Senior Analyst
10 106 (4.32%) Data Manager
11 104 (4.24%) Presales Solution Architect
12 103 (4.20%) Senior Data Analyst
13 87 (3.55%) Consultant
14 85 (3.47%) Software Engineer
15 82 (3.34%) Digital Analyst
16 79 (3.22%) Data Architect
16 79 (3.22%) Performance Analyst
17 72 (2.94%) Product Manager
18 70 (2.85%) Digital Performance Analyst
19 69 (2.81%) Analytics Manager
Libraries, Frameworks & Software Standards
1 110 (4.48%) HTML
2 97 (3.95%) CSS
3 86 (3.51%) React
4 83 (3.38%) .NET
5 56 (2.28%) AngularJS
6 55 (2.24%) ASP.NET
7 45 (1.83%) Pandas
8 43 (1.75%) Node.js
9 40 (1.63%) HTML5
10 38 (1.55%) Kafka
11 37 (1.51%) Web Services
12 36 (1.47%) PySpark
13 34 (1.39%) ASP.NET MVC
14 33 (1.35%) .NET Core
14 33 (1.35%) gRPC
15 32 (1.30%) Entity Framework
16 31 (1.26%) Protocol Buffers
17 30 (1.22%) CSS3
17 30 (1.22%) Material-UI
18 29 (1.18%) Vue
Miscellaneous
1 187 (7.62%) Marketing Technology
2 114 (4.65%) Management Information System
3 104 (4.24%) Product Ownership
4 90 (3.67%) Self-Motivation
5 86 (3.51%) Algorithms
6 82 (3.34%) Fixed Income
7 78 (3.18%) Data Structures
8 67 (2.73%) Social Media
9 61 (2.49%) Foreign Exchange (FX)
10 56 (2.28%) Derivative
11 53 (2.16%) Equities
12 51 (2.08%) Onboarding
13 46 (1.88%) Cloud Native
14 44 (1.79%) Greenfield Project
15 43 (1.75%) Data Centre
15 43 (1.75%) Life Science
16 42 (1.71%) Hedge funds
17 32 (1.30%) Cyberattack
18 31 (1.26%) Public Cloud
19 28 (1.14%) Blog
Operating Systems
1 108 (4.40%) Windows
2 105 (4.28%) Linux
3 48 (1.96%) 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%) Mac OS
7 12 (0.49%) Android
7 12 (0.49%) Apple iOS
7 12 (0.49%) zOS
8 7 (0.29%) AIX
8 7 (0.29%) CentOS
9 4 (0.16%) Solaris
9 4 (0.16%) Windows Server 2012
10 2 (0.082%) VMS
11 1 (0.041%) Embedded Linux
Processes & Methodologies
1 672 (27.40%) Agile
2 625 (25.48%) Data Analytics
3 581 (23.69%) Problem-Solving
4 510 (20.79%) Visualisation
5 463 (18.87%) Business Intelligence
6 363 (14.80%) Data Modelling
7 357 (14.55%) Data Strategy
8 355 (14.47%) Data Analysis
9 319 (13.00%) Business Case
10 304 (12.39%) Data Science
11 295 (12.03%) Actionable Insight
12 289 (11.78%) Mentoring
13 288 (11.74%) ETL
14 287 (11.70%) Machine Learning
15 276 (11.25%) Data Engineering
15 276 (11.25%) Data Pipeline
16 273 (11.13%) Decision-Making
17 268 (10.93%) Data Collection
18 264 (10.76%) Digital Marketing
19 239 (9.74%) Use Case
Programming Languages
1 885 (36.08%) SQL
2 676 (27.56%) Python
3 178 (7.26%) JavaScript
4 116 (4.73%) C#
5 115 (4.69%) Java
6 104 (4.24%) R
7 94 (3.83%) TypeScript
8 61 (2.49%) PowerShell
9 60 (2.45%) T-SQL
10 37 (1.51%) Data Analysis Expressions
11 28 (1.14%) PHP
12 24 (0.98%) Bash
12 24 (0.98%) Ruby
13 22 (0.90%) Go
13 22 (0.90%) Scala
14 20 (0.82%) VB
14 20 (0.82%) VBScript
15 18 (0.73%) C
15 18 (0.73%) Kotlin
16 17 (0.69%) PL/SQL
Qualifications
1 535 (21.81%) Degree
2 212 (8.64%) Security Cleared
3 153 (6.24%) DBS Check
4 152 (6.20%) SC Cleared
5 70 (2.85%) Computer Science Degree
6 69 (2.81%) Master's Degree
7 58 (2.36%) DV Cleared
8 39 (1.59%) Numerate Degree
9 30 (1.22%) Azure Certification
10 27 (1.10%) PMI Certification
11 26 (1.06%) Microsoft Certification
12 25 (1.02%) Cisco Certification
13 22 (0.90%) PhD
14 21 (0.86%) MBA
15 20 (0.82%) CCNP
16 18 (0.73%) CCNA
17 15 (0.61%) CISSP
17 15 (0.61%) PMP
18 14 (0.57%) ITIL Foundation Certificate
19 13 (0.53%) Oracle Certification
Quality Assurance & Compliance
1 166 (6.77%) Data Quality
2 73 (2.98%) QA
3 57 (2.32%) Accessibility
4 44 (1.79%) GDPR
5 36 (1.47%) WCAG
6 22 (0.90%) PMO
7 18 (0.73%) ISO/IEC 27001
8 13 (0.53%) ITGC
9 10 (0.41%) Actionable Recommendations
10 9 (0.37%) ISO 9001
11 7 (0.29%) 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 69 (2.81%) Docker
2 58 (2.36%) 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 88 (3.59%) Kubernetes
2 70 (2.85%) Terraform
3 37 (1.51%) Ansible
4 28 (1.14%) Microsoft Intune
5 21 (0.86%) Active Directory Federation Services
6 20 (0.82%) Docker Swarm
6 20 (0.82%) WSUS
7 19 (0.77%) Stealthwatch
8 15 (0.61%) SCCM
9 14 (0.57%) SCOM
10 11 (0.45%) Grafana
11 10 (0.41%) Progress Chef
12 8 (0.33%) Puppet
13 7 (0.29%) Prometheus
13 7 (0.29%) SysTrack
14 5 (0.20%) logstash
14 5 (0.20%) Single Sign-On
15 4 (0.16%) Kibana
16 3 (0.12%) Nagios
16 3 (0.12%) Oracle Statspack
Vendors
1 373 (15.21%) Microsoft
2 269 (10.97%) Google
3 255 (10.40%) Databricks
4 82 (3.34%) SAP
5 81 (3.30%) Oracle
6 75 (3.06%) Adobe
7 37 (1.51%) Cisco
8 30 (1.22%) Salesforce
8 30 (1.22%) ServiceNow
9 27 (1.10%) Meraki
10 25 (1.02%) Apple
11 19 (0.77%) F5
12 15 (0.61%) Dell
12 15 (0.61%) IBM
12 15 (0.61%) VMware
13 13 (0.53%) Facebook
13 13 (0.53%) Sage
14 12 (0.49%) Screaming Frog
14 12 (0.49%) YouTube
15 10 (0.41%) New Relic