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

6 months to
14 May 2024
Same period 2023 Same period 2022
Rank 27 22 38
Rank change year-on-year -5 +16 +10
Permanent jobs citing Analytics 2,456 4,031 6,030
As % of all permanent jobs with a WFH option 7.29% 9.84% 8.63%
As % of the Processes & Methodologies category 7.98% 10.24% 8.90%
Number of salaries quoted 1,532 2,118 2,868
10th Percentile £35,000 £38,499 £38,000
25th Percentile £42,725 £50,000 £47,500
Median annual salary (50th Percentile) £58,750 £65,000 £62,500
Median % change year-on-year -9.62% +4.00% +4.17%
75th Percentile £82,500 £89,852 £82,500
90th Percentile £107,500 £116,625 £109,125
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 30,765 39,361 67,763
As % of all permanent jobs with a WFH option 91.36% 96.08% 97.01%
Number of salaries quoted 23,348 27,351 41,449
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 £61,180 £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 14 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 54 (2.20%) Apache Airflow
2 45 (1.83%) CMS
3 43 (1.75%) SAS
4 40 (1.63%) Apache
4 40 (1.63%) 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%) Luigi
13 3 (0.12%) Tomcat
14 2 (0.081%) Oracle Application Server
14 2 (0.081%) WebLogic
Applications
1 112 (4.56%) Microsoft Excel
2 58 (2.36%) Microsoft Office
2 58 (2.36%) Microsoft PowerPoint
3 13 (0.53%) Spreadsheet
4 11 (0.45%) SPSS
5 10 (0.41%) Photoshop
6 8 (0.33%) Trello
7 7 (0.29%) Adobe Creative Suite
7 7 (0.29%) Adobe Illustrator
7 7 (0.29%) Sketch
8 6 (0.24%) Adobe XD
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
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%) Dynamics CRM
5 9 (0.37%) Remedy ITSM
5 9 (0.37%) SAP CX
6 7 (0.29%) Sparx Enterprise Architect
7 6 (0.24%) Oracle General Ledger
7 6 (0.24%) Oracle Subledger Accounting
8 5 (0.20%) Oracle Procure-to-Pay
9 4 (0.16%) Salesforce CRM
10 3 (0.12%) NetSuite
10 3 (0.12%) Relativity
11 2 (0.081%) IBM Planning Analytics
11 2 (0.081%) MIS ActiveH
11 2 (0.081%) NEC Housing
11 2 (0.081%) SAP ERP
12 1 (0.041%) Data Workbench
12 1 (0.041%) Veritas eDiscovery
Cloud Services
1 518 (21.09%) Azure
2 390 (15.88%) AWS
3 349 (14.21%) Power Platform
4 219 (8.92%) GCP
5 174 (7.08%) Google Analytics
6 107 (4.36%) Azure Data Factory
7 99 (4.03%) Snowflake
8 92 (3.75%) Azure Synapse Analytics
9 91 (3.71%) SaaS
10 85 (3.46%) Microsoft 365
11 76 (3.09%) dbt
12 69 (2.81%) 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 39 (1.59%) Entra ID
17 31 (1.26%) Google Ads
18 24 (0.98%) Azure Storage
18 24 (0.98%) Cloud Computing
Communications & Networking
1 191 (7.78%) Broadband
2 65 (2.65%) Firewall
3 45 (1.83%) WAN
4 35 (1.43%) DNS
5 33 (1.34%) Network Security
6 26 (1.06%) SD-WAN
7 22 (0.90%) LAN
8 21 (0.86%) Cisco Firepower
8 21 (0.86%) DHCP
9 19 (0.77%) TCP/IP
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
1 347 (14.13%) Power BI
2 313 (12.74%) Data Warehouse
3 281 (11.44%) Tableau
4 177 (7.21%) SQL Server
5 159 (6.47%) Data Lake
6 158 (6.43%) BigQuery
7 78 (3.18%) Looker
8 68 (2.77%) Relational Database
9 65 (2.65%) Azure SQL Database
9 65 (2.65%) Big Data
10 50 (2.04%) Metadata
11 48 (1.95%) NoSQL
12 43 (1.75%) Star Schema
13 41 (1.67%) SQL Server Integration Services
14 40 (1.63%) Elasticsearch
15 39 (1.59%) PostgreSQL
16 36 (1.47%) MongoDB
16 36 (1.47%) MySQL
17 30 (1.22%) Amazon Athena
17 30 (1.22%) Enterprise Data Warehouse
Development Applications
1 194 (7.90%) 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 7 (0.29%) 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%) Selenium
12 2 (0.081%) ERwin
12 2 (0.081%) Metasploit
12 2 (0.081%) NUnit
General
1 740 (30.13%) Social Skills
2 576 (23.45%) Finance
3 503 (20.48%) Analytical Skills
4 493 (20.07%) Marketing
5 294 (11.97%) Retail
6 249 (10.14%) Advertising
7 184 (7.49%) Presentation Skills
8 146 (5.94%) Banking
9 126 (5.13%) Public Sector
10 112 (4.56%) Legal
11 108 (4.40%) Inclusion and Diversity
12 91 (3.71%) Front Office
13 65 (2.65%) Influencing Skills
14 57 (2.32%) Games
15 50 (2.04%) Law
16 36 (1.47%) Pharmaceutical
17 29 (1.18%) Manufacturing
18 27 (1.10%) Financial Institution
19 25 (1.02%) Organisational Skills
20 22 (0.90%) Investment Banking
Job Titles
1 510 (20.77%) Analyst
2 382 (15.55%) Senior
3 363 (14.78%) Lead
4 229 (9.32%) Architect
5 228 (9.28%) Data Analyst
6 227 (9.24%) Developer
7 213 (8.67%) Data Engineer
8 146 (5.94%) Senior Analyst
9 134 (5.46%) Solutions Architect
10 115 (4.68%) Senior Data Analyst
11 107 (4.36%) Data Manager
12 88 (3.58%) Consultant
13 82 (3.34%) Digital Analyst
13 82 (3.34%) Software Engineer
14 80 (3.26%) Presales Solution Architect
15 79 (3.22%) Performance Analyst
16 78 (3.18%) Data Architect
17 73 (2.97%) Product Manager
18 70 (2.85%) Digital Performance Analyst
19 69 (2.81%) Analytics Manager
Libraries, Frameworks & Software Standards
1 111 (4.52%) HTML
2 98 (3.99%) CSS
3 84 (3.42%) .NET
4 82 (3.34%) React
5 55 (2.24%) ASP.NET
6 54 (2.20%) AngularJS
7 45 (1.83%) Pandas
8 40 (1.63%) HTML5
8 40 (1.63%) Node.js
9 38 (1.55%) Kafka
10 37 (1.51%) PySpark
10 37 (1.51%) Web Services
11 34 (1.38%) ASP.NET MVC
12 33 (1.34%) .NET Core
12 33 (1.34%) gRPC
13 32 (1.30%) Entity Framework
14 31 (1.26%) Protocol Buffers
15 30 (1.22%) CSS3
16 29 (1.18%) Vue
17 28 (1.14%) Material-UI
Miscellaneous
1 187 (7.61%) Marketing Technology
2 114 (4.64%) Management Information System
3 107 (4.36%) Product Ownership
4 94 (3.83%) Algorithms
5 88 (3.58%) Self-Motivation
6 81 (3.30%) Fixed Income
7 79 (3.22%) Data Structures
8 67 (2.73%) Social Media
9 62 (2.52%) Foreign Exchange (FX)
10 57 (2.32%) Derivative
11 55 (2.24%) Equities
12 50 (2.04%) Onboarding
13 49 (2.00%) Life Science
14 46 (1.87%) Data Centre
15 45 (1.83%) Cloud Native
16 44 (1.79%) Greenfield Project
17 43 (1.75%) Hedge funds
18 32 (1.30%) Cyberattack
18 32 (1.30%) Public Cloud
19 28 (1.14%) Blog
Operating Systems
1 108 (4.40%) Windows
2 105 (4.28%) 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 (0.29%) AIX
8 7 (0.29%) 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
1 678 (27.61%) Agile
2 600 (24.43%) Data Analytics
3 577 (23.49%) Problem-Solving
4 525 (21.38%) Visualisation
5 465 (18.93%) Business Intelligence
6 368 (14.98%) Data Modelling
7 366 (14.90%) Data Analysis
8 358 (14.58%) Data Strategy
9 307 (12.50%) Data Science
10 295 (12.01%) Business Case
11 289 (11.77%) ETL
11 289 (11.77%) Machine Learning
12 288 (11.73%) Data Pipeline
13 286 (11.64%) Mentoring
14 282 (11.48%) Actionable Insight
15 275 (11.20%) Data Engineering
16 273 (11.12%) Decision-Making
17 268 (10.91%) Data Collection
18 265 (10.79%) Digital Marketing
19 240 (9.77%) Use Case
Programming Languages
1 898 (36.56%) SQL
2 685 (27.89%) Python
3 174 (7.08%) JavaScript
4 118 (4.80%) C#
5 111 (4.52%) Java
6 104 (4.23%) R
7 92 (3.75%) TypeScript
8 63 (2.57%) PowerShell
9 59 (2.40%) T-SQL
10 36 (1.47%) Data Analysis Expressions
11 28 (1.14%) PHP
12 25 (1.02%) Bash
12 25 (1.02%) Ruby
13 23 (0.94%) Go
14 21 (0.86%) Scala
15 20 (0.81%) VB
15 20 (0.81%) VBScript
16 18 (0.73%) C
17 17 (0.69%) PL/SQL
18 16 (0.65%) Kotlin
Qualifications
1 557 (22.68%) Degree
2 190 (7.74%) Security Cleared
3 165 (6.72%) DBS Check
4 129 (5.25%) SC Cleared
5 73 (2.97%) Master's Degree
6 70 (2.85%) Computer Science Degree
7 59 (2.40%) DV Cleared
8 38 (1.55%) Numerate Degree
9 31 (1.26%) Azure Certification
10 28 (1.14%) Cisco Certification
11 27 (1.10%) PhD
11 27 (1.10%) PMI Certification
12 26 (1.06%) Microsoft Certification
13 23 (0.94%) CCNP
14 21 (0.86%) CCNA
14 21 (0.86%) MBA
15 15 (0.61%) CISSP
15 15 (0.61%) PMP
16 14 (0.57%) ITIL Foundation Certificate
17 13 (0.53%) CISA
Quality Assurance & Compliance
1 167 (6.80%) Data Quality
2 77 (3.14%) QA
3 57 (2.32%) Accessibility
4 43 (1.75%) 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 66 (2.69%) 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 88 (3.58%) Kubernetes
2 69 (2.81%) Terraform
3 37 (1.51%) Ansible
4 28 (1.14%) Microsoft Intune
5 22 (0.90%) Stealthwatch
6 21 (0.86%) 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 (0.33%) 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
1 378 (15.39%) Microsoft
2 271 (11.03%) Google
3 266 (10.83%) Databricks
4 81 (3.30%) Oracle
4 81 (3.30%) SAP
5 78 (3.18%) Adobe
6 40 (1.63%) Cisco
7 30 (1.22%) Meraki
7 30 (1.22%) Salesforce
8 28 (1.14%) Apple
8 28 (1.14%) ServiceNow
9 19 (0.77%) F5
10 15 (0.61%) VMware
11 14 (0.57%) Dell
12 13 (0.53%) Facebook
12 13 (0.53%) IBM
12 13 (0.53%) Sage
12 13 (0.53%) Screaming Frog
13 12 (0.49%) YouTube
14 10 (0.41%) Ahrefs