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

6 months to
5 May 2024
Same period 2023 Same period 2022
Rank 27 22 37
Rank change year-on-year -5 +15 +11
Permanent jobs citing Analytics 2,437 4,124 5,769
As % of all permanent jobs with a WFH option 7.21% 9.73% 8.48%
As % of the Processes & Methodologies category 7.87% 10.12% 8.75%
Number of salaries quoted 1,533 2,169 2,893
10th Percentile £35,000 £38,500 £38,750
25th Percentile £42,725 £50,000 £47,500
Median annual salary (50th Percentile) £59,000 £66,550 £62,500
Median % change year-on-year -11.34% +6.48% +4.17%
75th Percentile £82,500 £89,852 £82,500
90th Percentile £107,500 £116,250 £109,750
UK median annual salary £59,556 £65,000 £65,000
% change year-on-year -8.38% - +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 30,949 40,734 65,929
As % of all permanent jobs with a WFH option 91.59% 96.10% 96.90%
Number of salaries quoted 23,494 28,287 41,473
10th Percentile £33,750 £37,500 £36,250
25th Percentile £42,500 £47,500 £45,617
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 £61,500 £60,000
% change year-on-year -10.57% +2.50% +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 5 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 51 (2.09%) Apache Airflow
2 45 (1.85%) Apache Spark
3 44 (1.81%) CMS
4 42 (1.72%) Apache
4 42 (1.72%) SAS
5 38 (1.56%) SharePoint
6 31 (1.27%) Microsoft Exchange
7 23 (0.94%) Confluence
8 21 (0.86%) WordPress
9 19 (0.78%) IIS
10 8 (0.33%) ArcGIS
11 7 (0.29%) nginx
12 3 (0.12%) Adobe Experience Manager
12 3 (0.12%) Exchange Server 2013
12 3 (0.12%) GlassFish
12 3 (0.12%) JBoss
12 3 (0.12%) Tomcat
13 2 (0.082%) Jupyter
13 2 (0.082%) Moodle
13 2 (0.082%) WebLogic
Applications
1 109 (4.47%) Microsoft Excel
2 56 (2.30%) Microsoft Office
3 47 (1.93%) 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 (0.25%) Adobe XD
10 5 (0.21%) 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 15 (0.62%) SAP S/4HANA
2 14 (0.57%) 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
7 7 (0.29%) Remedy ITSM
7 7 (0.29%) Sparx Enterprise Architect
8 6 (0.25%) Oracle General Ledger
8 6 (0.25%) Oracle Subledger Accounting
9 5 (0.21%) 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
13 1 (0.041%) Oracle Assets
13 1 (0.041%) Oracle Receivables
13 1 (0.041%) SAP FSCM
Cloud Services
1 509 (20.89%) Azure
2 365 (14.98%) AWS
3 340 (13.95%) Power Platform
4 223 (9.15%) GCP
5 174 (7.14%) Google Analytics
6 105 (4.31%) Azure Data Factory
7 102 (4.19%) Snowflake
8 91 (3.73%) SaaS
9 87 (3.57%) Azure Synapse Analytics
10 79 (3.24%) Microsoft 365
11 74 (3.04%) dbt
12 68 (2.79%) Azure DevOps
13 50 (2.05%) Matillion
13 50 (2.05%) Serverless
14 47 (1.93%) Azure Cosmos DB
15 44 (1.81%) Azure Monitor
16 37 (1.52%) Entra ID
17 31 (1.27%) Google Ads
18 23 (0.94%) Cloud Computing
19 22 (0.90%) GitHub
Communications & Networking
1 191 (7.84%) Broadband
2 64 (2.63%) Firewall
3 42 (1.72%) WAN
4 36 (1.48%) DNS
5 32 (1.31%) Network Security
6 23 (0.94%) SD-WAN
7 22 (0.90%) LAN
8 21 (0.86%) DHCP
9 19 (0.78%) TCP/IP
10 18 (0.74%) Cisco Firepower
10 18 (0.74%) 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
1 338 (13.87%) Power BI
2 308 (12.64%) Data Warehouse
3 263 (10.79%) Tableau
4 175 (7.18%) SQL Server
5 162 (6.65%) BigQuery
6 159 (6.52%) Data Lake
7 82 (3.36%) Looker
8 71 (2.91%) Relational Database
9 66 (2.71%) Big Data
10 64 (2.63%) Azure SQL Database
11 56 (2.30%) NoSQL
12 47 (1.93%) Metadata
13 43 (1.76%) Star Schema
14 41 (1.68%) PostgreSQL
15 40 (1.64%) Elasticsearch
15 40 (1.64%) MySQL
15 40 (1.64%) SQL Server Integration Services
16 37 (1.52%) MongoDB
17 30 (1.23%) Enterprise Data Warehouse
17 30 (1.23%) SQL Server Reporting Services
Development Applications
1 170 (6.98%) Git
2 54 (2.22%) JIRA
3 50 (2.05%) GitLab
4 27 (1.11%) Jenkins
5 26 (1.07%) Visual Studio
6 10 (0.41%) Postman
7 9 (0.37%) Eclipse
7 9 (0.37%) IntelliJ
7 9 (0.37%) MLflow
7 9 (0.37%) Team Foundation Server
8 8 (0.33%) Jasmine
8 8 (0.33%) Mockito
9 7 (0.29%) SQL Server Management Studio (SSMS)
10 6 (0.25%) JMeter
10 6 (0.25%) SoapUI
10 6 (0.25%) Visual Studio Code
11 3 (0.12%) Selenium
12 2 (0.082%) ERwin
12 2 (0.082%) Metasploit
12 2 (0.082%) NUnit
General
1 737 (30.24%) Social Skills
2 589 (24.17%) Finance
3 477 (19.57%) Marketing
4 474 (19.45%) Analytical Skills
5 263 (10.79%) Retail
6 247 (10.14%) Advertising
7 161 (6.61%) Presentation Skills
8 160 (6.57%) Banking
9 127 (5.21%) Public Sector
10 111 (4.55%) Legal
11 107 (4.39%) Inclusion and Diversity
12 92 (3.78%) Front Office
13 69 (2.83%) Influencing Skills
14 57 (2.34%) Games
15 46 (1.89%) Law
16 31 (1.27%) Manufacturing
17 29 (1.19%) Pharmaceutical
18 28 (1.15%) Financial Institution
19 24 (0.98%) Organisational Skills
20 22 (0.90%) Investment Banking
Job Titles
1 479 (19.66%) Analyst
2 371 (15.22%) Lead
3 348 (14.28%) Senior
4 252 (10.34%) Architect
5 233 (9.56%) Developer
6 206 (8.45%) Data Engineer
7 202 (8.29%) Data Analyst
8 159 (6.52%) Solutions Architect
9 124 (5.09%) Senior Analyst
10 106 (4.35%) Data Manager
11 104 (4.27%) Presales Solution Architect
12 93 (3.82%) Senior Data Analyst
13 92 (3.78%) Consultant
14 84 (3.45%) Software Engineer
15 83 (3.41%) Digital Analyst
16 80 (3.28%) Data Architect
17 78 (3.20%) Performance Analyst
18 72 (2.95%) Product Manager
19 70 (2.87%) Digital Performance Analyst
20 69 (2.83%) Analytics Manager
Libraries, Frameworks & Software Standards
1 108 (4.43%) HTML
2 95 (3.90%) CSS
3 86 (3.53%) React
4 80 (3.28%) .NET
5 56 (2.30%) AngularJS
6 55 (2.26%) ASP.NET
7 45 (1.85%) Pandas
8 43 (1.76%) Node.js
9 42 (1.72%) Kafka
10 38 (1.56%) HTML5
11 36 (1.48%) Web Services
12 34 (1.40%) ASP.NET MVC
13 33 (1.35%) .NET Core
14 32 (1.31%) Entity Framework
14 32 (1.31%) gRPC
15 31 (1.27%) Protocol Buffers
16 30 (1.23%) Material-UI
16 30 (1.23%) PySpark
17 29 (1.19%) CSS3
17 29 (1.19%) Vue
Miscellaneous
1 186 (7.63%) Marketing Technology
2 113 (4.64%) Management Information System
3 104 (4.27%) Product Ownership
4 90 (3.69%) Self-Motivation
5 86 (3.53%) Algorithms
6 82 (3.36%) Fixed Income
7 78 (3.20%) Data Structures
8 67 (2.75%) Social Media
9 61 (2.50%) Foreign Exchange (FX)
10 56 (2.30%) Derivative
11 53 (2.17%) Equities
12 51 (2.09%) Onboarding
13 46 (1.89%) Cloud Native
14 44 (1.81%) Greenfield Project
15 43 (1.76%) Data Centre
15 43 (1.76%) Life Science
16 42 (1.72%) Hedge funds
17 32 (1.31%) Cyberattack
18 30 (1.23%) Public Cloud
19 28 (1.15%) NHS
Operating Systems
1 108 (4.43%) Windows
2 105 (4.31%) Linux
3 49 (2.01%) Windows Server
4 19 (0.78%) Unix
5 15 (0.62%) Windows Server 2016
5 15 (0.62%) 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 1 (0.041%) Embedded Linux
10 1 (0.041%) VMS
Processes & Methodologies
1 675 (27.70%) Agile
2 634 (26.02%) Data Analytics
3 569 (23.35%) Problem-Solving
4 507 (20.80%) Visualisation
5 459 (18.83%) Business Intelligence
6 361 (14.81%) Data Modelling
7 357 (14.65%) Data Strategy
8 338 (13.87%) Data Analysis
9 319 (13.09%) Business Case
10 303 (12.43%) Data Science
11 293 (12.02%) Actionable Insight
12 290 (11.90%) Machine Learning
13 289 (11.86%) ETL
13 289 (11.86%) Mentoring
14 280 (11.49%) Decision-Making
15 275 (11.28%) Data Engineering
16 268 (11.00%) Data Collection
16 268 (11.00%) Data Pipeline
17 263 (10.79%) Digital Marketing
18 239 (9.81%) Use Case
Programming Languages
1 863 (35.41%) SQL
2 658 (27.00%) Python
3 177 (7.26%) JavaScript
4 113 (4.64%) C#
5 112 (4.60%) Java
6 104 (4.27%) R
7 94 (3.86%) TypeScript
8 59 (2.42%) PowerShell
8 59 (2.42%) T-SQL
9 35 (1.44%) Data Analysis Expressions
10 28 (1.15%) PHP
11 24 (0.98%) Ruby
12 22 (0.90%) Bash
12 22 (0.90%) Go
12 22 (0.90%) Scala
13 20 (0.82%) VB
13 20 (0.82%) VBScript
14 19 (0.78%) C
15 18 (0.74%) Kotlin
16 17 (0.70%) PL/SQL
Qualifications
1 520 (21.34%) Degree
2 212 (8.70%) Security Cleared
3 152 (6.24%) SC Cleared
4 143 (5.87%) DBS Check
5 67 (2.75%) Master's Degree
6 66 (2.71%) Computer Science Degree
7 58 (2.38%) DV Cleared
8 38 (1.56%) Numerate Degree
9 28 (1.15%) Azure Certification
10 27 (1.11%) PMI Certification
11 25 (1.03%) Cisco Certification
12 23 (0.94%) Microsoft Certification
13 22 (0.90%) MBA
14 20 (0.82%) CCNP
14 20 (0.82%) PhD
15 18 (0.74%) CCNA
16 15 (0.62%) CISSP
16 15 (0.62%) PMP
17 14 (0.57%) CISA
17 14 (0.57%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 158 (6.48%) Data Quality
2 72 (2.95%) QA
3 55 (2.26%) Accessibility
4 44 (1.81%) GDPR
5 36 (1.48%) WCAG
6 24 (0.98%) PMO
7 17 (0.70%) Actionable Recommendations
7 17 (0.70%) ISO/IEC 27001
8 14 (0.57%) ITGC
9 9 (0.37%) ISO 9001
10 8 (0.33%) IFRS
11 6 (0.25%) California Consumer Privacy Act
11 6 (0.25%) GAAP
12 5 (0.21%) NIST
12 5 (0.21%) SLA
12 5 (0.21%) SOC 2
13 4 (0.16%) Sarbanes-Oxley
14 3 (0.12%) CRD IV
14 3 (0.12%) HIPAA
14 3 (0.12%) PCI DSS
System Software
1 68 (2.79%) Docker
2 57 (2.34%) Active Directory
3 17 (0.70%) Virtual Machines
4 14 (0.57%) Virtual Desktop
5 11 (0.45%) VMware Infrastructure
6 10 (0.41%) Firmware
7 5 (0.21%) 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 85 (3.49%) Kubernetes
2 72 (2.95%) Terraform
3 35 (1.44%) Ansible
4 28 (1.15%) Microsoft Intune
5 21 (0.86%) Active Directory Federation Services
6 20 (0.82%) WSUS
7 19 (0.78%) Docker Swarm
7 19 (0.78%) Stealthwatch
8 15 (0.62%) 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 (0.21%) logstash
14 5 (0.21%) Single Sign-On
15 4 (0.16%) Kibana
16 3 (0.12%) OfficeScan
16 3 (0.12%) Oracle Statspack
Vendors
1 367 (15.06%) Microsoft
2 272 (11.16%) Google
3 239 (9.81%) Databricks
4 83 (3.41%) SAP
5 82 (3.36%) Oracle
6 74 (3.04%) Adobe
7 37 (1.52%) Cisco
8 30 (1.23%) ServiceNow
9 28 (1.15%) Salesforce
10 27 (1.11%) Meraki
11 25 (1.03%) Apple
12 19 (0.78%) F5
13 16 (0.66%) IBM
14 15 (0.62%) Dell
15 14 (0.57%) Sage
15 14 (0.57%) VMware
16 13 (0.53%) Facebook
17 12 (0.49%) Screaming Frog
17 12 (0.49%) YouTube
18 10 (0.41%) New Relic