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

6 months to
24 May 2024
Same period 2023 Same period 2022
Rank 28 22 38
Rank change year-on-year -6 +16 +10
Permanent jobs citing Analytics 2,466 3,920 6,358
As % of all permanent jobs with a WFH option 7.24% 9.82% 8.84%
As % of the Processes & Methodologies category 7.98% 10.22% 9.11%
Number of salaries quoted 1,535 2,080 2,890
10th Percentile £35,000 £38,500 £37,500
25th Percentile £42,725 £50,000 £47,500
Median annual salary (50th Percentile) £57,965 £65,000 £62,500
Median % change year-on-year -10.82% +4.00% +4.17%
75th Percentile £82,500 £89,852 £82,500
90th Percentile £107,500 £117,500 £109,763
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 30,919 38,346 69,821
As % of all permanent jobs with a WFH option 90.84% 96.05% 97.08%
Number of salaries quoted 23,399 26,633 41,549
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 24 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 56 (2.27%) Apache Airflow
2 47 (1.91%) Apache
2 47 (1.91%) CMS
3 43 (1.74%) SAS
4 39 (1.58%) Apache Spark
5 35 (1.42%) SharePoint
6 30 (1.22%) Microsoft Exchange
7 24 (0.97%) 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 (4.62%) Microsoft Excel
2 58 (2.35%) Microsoft PowerPoint
3 51 (2.07%) Microsoft Office
4 13 (0.53%) Spreadsheet
5 11 (0.45%) 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 (0.041%) Adobe Captivate
13 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%) Remedy ITSM
6 9 (0.36%) 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%) 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%) Oracle EBS
12 2 (0.081%) Oracle ERP
12 2 (0.081%) PeopleSoft HCM
12 2 (0.081%) SAP ERP
Cloud Services
1 536 (21.74%) Azure
2 417 (16.91%) AWS
3 363 (14.72%) Power Platform
4 216 (8.76%) GCP
5 172 (6.97%) Google Analytics
6 110 (4.46%) Azure Data Factory
7 97 (3.93%) Azure Synapse Analytics
7 97 (3.93%) Snowflake
8 86 (3.49%) Microsoft 365
9 85 (3.45%) SaaS
10 84 (3.41%) dbt
11 72 (2.92%) Azure DevOps
12 49 (1.99%) Azure Monitor
13 48 (1.95%) Azure Cosmos DB
14 47 (1.91%) Matillion
14 47 (1.91%) Serverless
15 39 (1.58%) Entra ID
16 30 (1.22%) Google Ads
17 26 (1.05%) Azure Storage
18 25 (1.01%) Cloud Computing
Communications & Networking
1 191 (7.75%) Broadband
2 67 (2.72%) Firewall
3 48 (1.95%) WAN
4 36 (1.46%) DNS
5 35 (1.42%) Network Security
6 29 (1.18%) SD-WAN
7 24 (0.97%) Cisco Firepower
8 22 (0.89%) DHCP
8 22 (0.89%) LAN
9 19 (0.77%) TCP/IP
9 19 (0.77%) VPN
10 13 (0.53%) WLAN
11 11 (0.45%) HTTP
11 11 (0.45%) Internet
12 8 (0.32%) BGP
12 8 (0.32%) MPLS
12 8 (0.32%) MQTT
12 8 (0.32%) VLAN
13 7 (0.28%) OSPF
14 6 (0.24%) Intranet
Database & Business Intelligence
1 362 (14.68%) Power BI
2 316 (12.81%) Data Warehouse
3 301 (12.21%) Tableau
4 178 (7.22%) SQL Server
5 170 (6.89%) Data Lake
6 153 (6.20%) BigQuery
7 75 (3.04%) Looker
8 72 (2.92%) Big Data
9 65 (2.64%) Azure SQL Database
9 65 (2.64%) Relational Database
10 48 (1.95%) Metadata
11 45 (1.82%) NoSQL
12 40 (1.62%) Elasticsearch
12 40 (1.62%) SQL Server Integration Services
12 40 (1.62%) Star Schema
13 37 (1.50%) PostgreSQL
14 35 (1.42%) MongoDB
15 34 (1.38%) MySQL
16 33 (1.34%) Amazon Athena
17 32 (1.30%) SQL Server Reporting Services
Development Applications
1 206 (8.35%) Git
2 53 (2.15%) JIRA
3 52 (2.11%) GitLab
4 27 (1.09%) Visual Studio
5 24 (0.97%) Jenkins
6 11 (0.45%) MLflow
7 10 (0.41%) Postman
8 9 (0.36%) Team Foundation Server
9 7 (0.28%) 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%) Eclipse
11 4 (0.16%) gulp
11 4 (0.16%) IntelliJ
11 4 (0.16%) Selenium
12 3 (0.12%) Jasmine
12 3 (0.12%) Mockito
13 2 (0.081%) ERwin
13 2 (0.081%) Metasploit
General
1 742 (30.09%) Social Skills
2 564 (22.87%) Finance
3 518 (21.01%) Analytical Skills
4 497 (20.15%) Marketing
5 307 (12.45%) Retail
6 248 (10.06%) Advertising
7 198 (8.03%) Presentation Skills
8 150 (6.08%) Banking
9 126 (5.11%) Public Sector
10 115 (4.66%) Legal
11 106 (4.30%) Inclusion and Diversity
12 100 (4.06%) Front Office
13 57 (2.31%) Games
14 51 (2.07%) Law
15 50 (2.03%) Influencing Skills
16 41 (1.66%) Pharmaceutical
17 30 (1.22%) Investment Banking
18 29 (1.18%) Manufacturing
19 26 (1.05%) Financial Institution
19 26 (1.05%) Organisational Skills
Job Titles
1 514 (20.84%) Analyst
2 399 (16.18%) Senior
3 361 (14.64%) Lead
4 242 (9.81%) Data Analyst
5 229 (9.29%) Architect
6 227 (9.21%) Developer
7 219 (8.88%) Data Engineer
8 159 (6.45%) Senior Analyst
9 131 (5.31%) Solutions Architect
10 128 (5.19%) Senior Data Analyst
11 105 (4.26%) Data Manager
12 94 (3.81%) Consultant
13 82 (3.33%) Digital Analyst
14 80 (3.24%) Presales Solution Architect
15 79 (3.20%) Data Architect
15 79 (3.20%) Performance Analyst
16 75 (3.04%) Software Engineer
17 74 (3.00%) Product Manager
18 70 (2.84%) Digital Performance Analyst
19 68 (2.76%) Analytics Manager
Libraries, Frameworks & Software Standards
1 112 (4.54%) HTML
2 100 (4.06%) CSS
3 86 (3.49%) .NET
4 78 (3.16%) React
5 54 (2.19%) ASP.NET
6 52 (2.11%) AngularJS
7 47 (1.91%) Pandas
8 44 (1.78%) PySpark
9 39 (1.58%) HTML5
10 38 (1.54%) Node.js
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 29 (1.18%) CSS3
17 29 (1.18%) Vue
18 27 (1.09%) NumPy
Miscellaneous
1 187 (7.58%) Marketing Technology
2 114 (4.62%) Management Information System
3 111 (4.50%) Product Ownership
4 96 (3.89%) Algorithms
5 90 (3.65%) Self-Motivation
6 87 (3.53%) Fixed Income
7 80 (3.24%) Data Structures
8 69 (2.80%) Foreign Exchange (FX)
9 66 (2.68%) Social Media
10 65 (2.64%) Derivative
11 63 (2.55%) Equities
12 53 (2.15%) Life Science
13 51 (2.07%) Hedge funds
14 49 (1.99%) Data Centre
14 49 (1.99%) Onboarding
15 44 (1.78%) Greenfield Project
16 39 (1.58%) Cloud Native
17 33 (1.34%) NHS
18 32 (1.30%) Cyberattack
19 31 (1.26%) Public Cloud
Operating Systems
1 107 (4.34%) Windows
2 104 (4.22%) Linux
3 49 (1.99%) Windows Server
4 18 (0.73%) Unix
5 16 (0.65%) Windows Server 2016
5 16 (0.65%) Windows Server 2019
6 13 (0.53%) Android
6 13 (0.53%) Apple iOS
7 12 (0.49%) zOS
8 8 (0.32%) Mac OS
9 7 (0.28%) AIX
10 6 (0.24%) CentOS
11 4 (0.16%) Solaris
11 4 (0.16%) Windows Server 2012
12 2 (0.081%) VMS
13 1 (0.041%) Embedded Linux
13 1 (0.041%) Oracle Linux
13 1 (0.041%) Red Hat Enterprise Linux
Processes & Methodologies
1 670 (27.17%) Agile
2 601 (24.37%) Data Analytics
3 587 (23.80%) Problem-Solving
4 539 (21.86%) Visualisation
5 458 (18.57%) Business Intelligence
6 376 (15.25%) Data Analysis
7 356 (14.44%) Data Strategy
8 354 (14.36%) Data Modelling
9 301 (12.21%) Data Science
10 300 (12.17%) Data Pipeline
11 299 (12.12%) Actionable Insight
12 295 (11.96%) Business Case
13 289 (11.72%) ETL
13 289 (11.72%) Mentoring
14 285 (11.56%) Machine Learning
15 280 (11.35%) Decision-Making
16 273 (11.07%) Data Engineering
17 269 (10.91%) Data Collection
18 266 (10.79%) Digital Marketing
19 234 (9.49%) Statistics
Programming Languages
1 922 (37.39%) SQL
2 706 (28.63%) Python
3 170 (6.89%) JavaScript
4 118 (4.79%) C#
5 104 (4.22%) Java
6 103 (4.18%) R
7 90 (3.65%) TypeScript
8 66 (2.68%) PowerShell
9 60 (2.43%) T-SQL
10 40 (1.62%) Data Analysis Expressions
11 27 (1.09%) PHP
12 25 (1.01%) Bash
12 25 (1.01%) Ruby
13 22 (0.89%) Go
14 21 (0.85%) VB
14 21 (0.85%) VBScript
15 19 (0.77%) Scala
16 18 (0.73%) C
17 16 (0.65%) Bicep
18 14 (0.57%) Kotlin
Qualifications
1 581 (23.56%) Degree
2 188 (7.62%) Security Cleared
3 182 (7.38%) DBS Check
4 126 (5.11%) SC Cleared
5 77 (3.12%) Master's Degree
6 75 (3.04%) Computer Science Degree
7 61 (2.47%) DV Cleared
8 36 (1.46%) Numerate Degree
9 33 (1.34%) Azure Certification
10 31 (1.26%) Cisco Certification
11 30 (1.22%) PhD
12 27 (1.09%) PMI Certification
13 26 (1.05%) CCNP
13 26 (1.05%) Microsoft Certification
14 24 (0.97%) CCNA
15 21 (0.85%) MBA
16 15 (0.61%) CISSP
16 15 (0.61%) ITIL Foundation Certificate
16 15 (0.61%) PMP
17 13 (0.53%) CIMA
Quality Assurance & Compliance
1 170 (6.89%) Data Quality
2 68 (2.76%) QA
3 57 (2.31%) Accessibility
4 44 (1.78%) 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 (0.36%) 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
12 6 (0.24%) SOC 2
13 5 (0.20%) NIST
14 4 (0.16%) HIPAA
14 4 (0.16%) Sarbanes-Oxley
15 3 (0.12%) CRD IV
15 3 (0.12%) PCI DSS
System Software
1 65 (2.64%) Docker
2 61 (2.47%) Active Directory
3 19 (0.77%) Virtual Machines
4 15 (0.61%) Virtual Desktop
5 13 (0.53%) 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 90 (3.65%) Kubernetes
2 73 (2.96%) Terraform
3 39 (1.58%) Ansible
4 27 (1.09%) Microsoft Intune
5 25 (1.01%) Stealthwatch
6 22 (0.89%) Active Directory Federation Services
7 21 (0.85%) Docker Swarm
7 21 (0.85%) WSUS
8 16 (0.65%) SCCM
9 15 (0.61%) 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
1 377 (15.29%) Microsoft
2 284 (11.52%) Databricks
3 269 (10.91%) Google
4 81 (3.28%) SAP
5 79 (3.20%) Adobe
5 79 (3.20%) Oracle
6 43 (1.74%) Cisco
7 33 (1.34%) Meraki
8 31 (1.26%) Apple
9 30 (1.22%) Salesforce
10 24 (0.97%) ServiceNow
11 19 (0.77%) F5
12 16 (0.65%) VMware
13 15 (0.61%) Screaming Frog
14 13 (0.53%) Ahrefs
14 13 (0.53%) Sage
15 12 (0.49%) Facebook
15 12 (0.49%) YouTube
16 11 (0.45%) IBM
17 10 (0.41%) Remedy