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 9 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
9 Jun 2024
Same period 2023 Same period 2022
Rank 28 22 38
Rank change year-on-year -6 +16 +12
Permanent jobs citing Analytics 2,505 3,693 6,696
As % of all permanent jobs with a WFH option 7.10% 9.79% 8.87%
As % of the Processes & Methodologies category 7.91% 10.19% 9.13%
Number of salaries quoted 1,544 2,023 2,859
10th Percentile £35,000 £38,750 £38,030
25th Percentile £42,725 £50,000 £47,500
Median annual salary (50th Percentile) £58,232 £66,603 £62,500
Median % change year-on-year -12.57% +6.56% +4.17%
75th Percentile £82,500 £89,852 £82,500
90th Percentile £110,000 £119,084 £107,500
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 31,654 36,235 73,335
As % of all permanent jobs with a WFH option 89.73% 96.01% 97.14%
Number of salaries quoted 23,643 25,788 42,106
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 £60,800 £60,000
% change year-on-year -9.54% +1.33% +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 9 June 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 61 (2.44%) Apache Airflow
2 54 (2.16%) Apache
3 49 (1.96%) CMS
4 39 (1.56%) Apache Spark
5 37 (1.48%) SAS
6 32 (1.28%) SharePoint
7 31 (1.24%) Microsoft Exchange
8 28 (1.12%) Confluence
9 21 (0.84%) WordPress
10 19 (0.76%) IIS
11 8 (0.32%) ArcGIS
12 6 (0.24%) nginx
13 4 (0.16%) Adobe Experience Manager
14 3 (0.12%) Exchange Server 2013
14 3 (0.12%) GlassFish
14 3 (0.12%) JBoss
14 3 (0.12%) Luigi
14 3 (0.12%) Oracle Application Server
14 3 (0.12%) Tomcat
14 3 (0.12%) WebLogic
Applications
1 113 (4.51%) Microsoft Excel
2 57 (2.28%) Microsoft PowerPoint
3 48 (1.92%) Microsoft Office
4 13 (0.52%) 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 (0.080%) FileZilla
12 2 (0.080%) LaTeX
12 2 (0.080%) Microsoft Project
13 1 (0.040%) Adobe Captivate
13 1 (0.040%) Revit
Business Applications
1 14 (0.56%) SAP S/4HANA
2 13 (0.52%) Remedy ITSM
2 13 (0.52%) Unit4 Business World
3 12 (0.48%) Shopify
4 11 (0.44%) Dynamics CRM
4 11 (0.44%) Magento
5 9 (0.36%) SAP CX
6 7 (0.28%) Sparx Enterprise Architect
7 6 (0.24%) Oracle EBS
7 6 (0.24%) Oracle ERP
7 6 (0.24%) Oracle General Ledger
7 6 (0.24%) Oracle Subledger Accounting
7 6 (0.24%) PeopleSoft HCM
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 (0.080%) IBM Planning Analytics
11 2 (0.080%) MIS ActiveH
11 2 (0.080%) SAP ERP
Cloud Services
1 569 (22.71%) Azure
2 436 (17.41%) AWS
3 374 (14.93%) Power Platform
4 197 (7.86%) GCP
5 171 (6.83%) Google Analytics
6 113 (4.51%) Azure Data Factory
7 100 (3.99%) Azure Synapse Analytics
8 96 (3.83%) Snowflake
9 95 (3.79%) dbt
10 90 (3.59%) Microsoft 365
11 89 (3.55%) SaaS
12 78 (3.11%) Azure DevOps
13 63 (2.51%) Azure Monitor
14 49 (1.96%) Azure Cosmos DB
15 46 (1.84%) Matillion
16 44 (1.76%) Entra ID
17 42 (1.68%) Serverless
18 32 (1.28%) Azure Storage
19 30 (1.20%) Google Ads
20 25 (1.00%) Cloud Computing
Communications & Networking
1 191 (7.62%) Broadband
2 74 (2.95%) Firewall
3 58 (2.32%) WAN
4 39 (1.56%) Network Security
5 38 (1.52%) SD-WAN
6 37 (1.48%) DNS
7 33 (1.32%) Cisco Firepower
8 25 (1.00%) DHCP
9 23 (0.92%) LAN
10 21 (0.84%) VPN
11 19 (0.76%) TCP/IP
12 13 (0.52%) WLAN
13 11 (0.44%) Internet
14 10 (0.40%) HTTP
15 8 (0.32%) BGP
15 8 (0.32%) IPsec
15 8 (0.32%) MPLS
15 8 (0.32%) VLAN
16 7 (0.28%) MQTT
16 7 (0.28%) OSPF
Database & Business Intelligence
1 373 (14.89%) Power BI
2 323 (12.89%) Data Warehouse
3 308 (12.30%) Tableau
4 185 (7.39%) Data Lake
4 185 (7.39%) SQL Server
5 152 (6.07%) BigQuery
6 75 (2.99%) Big Data
7 73 (2.91%) Looker
8 64 (2.55%) Azure SQL Database
9 62 (2.48%) Relational Database
10 52 (2.08%) Metadata
11 43 (1.72%) Dremio
12 42 (1.68%) SQL Server Integration Services
13 40 (1.60%) Elasticsearch
14 39 (1.56%) Amazon Athena
14 39 (1.56%) Star Schema
15 36 (1.44%) NoSQL
15 36 (1.44%) PostgreSQL
16 35 (1.40%) MongoDB
17 34 (1.36%) Apache Arrow
Development Applications
1 207 (8.26%) Git
2 56 (2.24%) JIRA
3 52 (2.08%) GitLab
4 25 (1.00%) Jenkins
4 25 (1.00%) Visual Studio
5 12 (0.48%) MLflow
6 10 (0.40%) Postman
7 9 (0.36%) Team Foundation Server
8 7 (0.28%) Visual Studio Code
9 6 (0.24%) JMeter
9 6 (0.24%) SoapUI
10 5 (0.20%) Eclipse
10 5 (0.20%) IntelliJ
10 5 (0.20%) SQL Server Management Studio (SSMS)
11 4 (0.16%) gulp
11 4 (0.16%) Selenium
12 3 (0.12%) Subversion
13 2 (0.080%) ERwin
13 2 (0.080%) Metasploit
13 2 (0.080%) NUnit
General
1 763 (30.46%) Social Skills
2 572 (22.83%) Finance
3 517 (20.64%) Analytical Skills
4 500 (19.96%) Marketing
5 305 (12.18%) Retail
6 245 (9.78%) Advertising
7 195 (7.78%) Presentation Skills
8 143 (5.71%) Banking
9 125 (4.99%) Public Sector
10 120 (4.79%) Legal
11 113 (4.51%) Front Office
12 109 (4.35%) Inclusion and Diversity
13 59 (2.36%) Law
14 55 (2.20%) Games
15 51 (2.04%) Influencing Skills
16 49 (1.96%) Pharmaceutical
17 37 (1.48%) Investment Banking
18 28 (1.12%) Manufacturing
19 27 (1.08%) Organisational Skills
20 26 (1.04%) Financial Institution
Job Titles
1 519 (20.72%) Analyst
2 413 (16.49%) Senior
3 363 (14.49%) Lead
4 240 (9.58%) Data Analyst
5 229 (9.14%) Developer
6 228 (9.10%) Architect
7 227 (9.06%) Data Engineer
8 153 (6.11%) Senior Analyst
9 127 (5.07%) Senior Data Analyst
10 119 (4.75%) Solutions Architect
11 103 (4.11%) Data Manager
12 95 (3.79%) Consultant
13 81 (3.23%) Digital Analyst
14 80 (3.19%) Presales Solution Architect
14 80 (3.19%) Product Manager
15 79 (3.15%) Data Architect
15 79 (3.15%) Performance Analyst
16 77 (3.07%) Azure Engineer
17 70 (2.79%) Digital Performance Analyst
18 68 (2.71%) Software Engineer
Libraries, Frameworks & Software Standards
1 119 (4.75%) HTML
2 107 (4.27%) CSS
3 97 (3.87%) .NET
4 72 (2.87%) React
5 56 (2.24%) PySpark
6 54 (2.16%) ASP.NET
7 52 (2.08%) Pandas
8 51 (2.04%) AngularJS
9 42 (1.68%) HTML5
10 39 (1.56%) Web Services
11 38 (1.52%) .NET Core
12 36 (1.44%) Kafka
13 34 (1.36%) ASP.NET MVC
13 34 (1.36%) Node.js
14 32 (1.28%) Entity Framework
14 32 (1.28%) gRPC
14 32 (1.28%) NumPy
15 30 (1.20%) Protocol Buffers
16 29 (1.16%) CSS3
16 29 (1.16%) SciPy
Miscellaneous
1 187 (7.47%) Marketing Technology
2 120 (4.79%) Product Ownership
3 117 (4.67%) Management Information System
4 101 (4.03%) Algorithms
5 94 (3.75%) Fixed Income
6 89 (3.55%) Self-Motivation
7 88 (3.51%) Data Structures
8 80 (3.19%) Foreign Exchange (FX)
9 76 (3.03%) Derivative
10 75 (2.99%) Equities
11 66 (2.63%) Social Media
12 62 (2.48%) Data Centre
12 62 (2.48%) Hedge funds
13 56 (2.24%) Life Science
14 54 (2.16%) Onboarding
15 44 (1.76%) Greenfield Project
16 37 (1.48%) NHS
17 33 (1.32%) Cyberattack
18 30 (1.20%) Public Cloud
19 27 (1.08%) Cloud Native
Operating Systems
1 117 (4.67%) Windows
2 114 (4.55%) Linux
3 54 (2.16%) Windows Server
4 19 (0.76%) Windows Server 2016
4 19 (0.76%) Windows Server 2019
5 18 (0.72%) Unix
6 13 (0.52%) Android
6 13 (0.52%) Apple iOS
7 12 (0.48%) zOS
8 8 (0.32%) AIX
8 8 (0.32%) Mac OS
9 6 (0.24%) CentOS
10 4 (0.16%) Solaris
10 4 (0.16%) Windows Server 2012
11 3 (0.12%) Oracle Linux
11 3 (0.12%) VMS
12 2 (0.080%) Red Hat Enterprise Linux
13 1 (0.040%) Embedded Linux
Processes & Methodologies
1 684 (27.31%) Agile
2 604 (24.11%) Problem-Solving
3 587 (23.43%) Data Analytics
4 535 (21.36%) Visualisation
5 463 (18.48%) Business Intelligence
6 387 (15.45%) Data Analysis
7 363 (14.49%) Data Modelling
8 361 (14.41%) Data Strategy
9 304 (12.14%) Actionable Insight
9 304 (12.14%) Data Pipeline
10 298 (11.90%) ETL
11 295 (11.78%) Business Case
11 295 (11.78%) Data Science
12 293 (11.70%) Mentoring
13 285 (11.38%) Data Engineering
14 282 (11.26%) Machine Learning
15 280 (11.18%) Decision-Making
16 268 (10.70%) Data Collection
17 265 (10.58%) Digital Marketing
18 238 (9.50%) Statistics
Programming Languages
1 927 (37.01%) SQL
2 706 (28.18%) Python
3 160 (6.39%) JavaScript
4 133 (5.31%) C#
5 101 (4.03%) R
6 99 (3.95%) Java
7 85 (3.39%) TypeScript
8 72 (2.87%) PowerShell
9 63 (2.51%) T-SQL
10 40 (1.60%) Data Analysis Expressions
11 28 (1.12%) Bash
12 27 (1.08%) PHP
13 25 (1.00%) Bicep
14 24 (0.96%) Go
14 24 (0.96%) Ruby
14 24 (0.96%) VB
14 24 (0.96%) VBScript
15 18 (0.72%) C
15 18 (0.72%) Scala
16 13 (0.52%) VBA
Qualifications
1 611 (24.39%) Degree
2 197 (7.86%) Security Cleared
3 182 (7.27%) DBS Check
4 131 (5.23%) SC Cleared
5 88 (3.51%) Master's Degree
6 85 (3.39%) Computer Science Degree
7 63 (2.51%) DV Cleared
8 40 (1.60%) Cisco Certification
9 36 (1.44%) Azure Certification
10 35 (1.40%) CCNP
10 35 (1.40%) PhD
11 34 (1.36%) Numerate Degree
12 33 (1.32%) CCNA
13 27 (1.08%) Microsoft Certification
13 27 (1.08%) PMI Certification
14 26 (1.04%) MBA
15 18 (0.72%) ITIL Foundation Certificate
16 15 (0.60%) CISSP
16 15 (0.60%) PMP
17 13 (0.52%) CIMA
Quality Assurance & Compliance
1 178 (7.11%) Data Quality
2 73 (2.91%) QA
3 59 (2.36%) Accessibility
4 44 (1.76%) GDPR
5 36 (1.44%) WCAG
6 22 (0.88%) PMO
7 20 (0.80%) ISO/IEC 27001
8 13 (0.52%) ITGC
9 9 (0.36%) Actionable Recommendations
9 9 (0.36%) ISO 9001
10 7 (0.28%) IFRS
10 7 (0.28%) SOC 2
11 6 (0.24%) California Consumer Privacy Act
11 6 (0.24%) GAAP
11 6 (0.24%) SLA
12 5 (0.20%) HIPAA
12 5 (0.20%) NIST
13 3 (0.12%) PCI DSS
13 3 (0.12%) Sarbanes-Oxley
14 2 (0.080%) NCSC
System Software
1 68 (2.71%) Active Directory
2 61 (2.44%) Docker
3 24 (0.96%) Virtual Machines
4 19 (0.76%) Virtual Desktop
5 14 (0.56%) VMware Infrastructure
6 9 (0.36%) Firmware
7 6 (0.24%) Hyper-V
8 3 (0.12%) vSphere
9 1 (0.040%) Embedded Firmware
9 1 (0.040%) Lustre
9 1 (0.040%) Slurm Workload Manager
Systems Management
1 91 (3.63%) Kubernetes
2 74 (2.95%) Terraform
3 40 (1.60%) Ansible
4 34 (1.36%) Stealthwatch
5 30 (1.20%) Microsoft Intune
6 25 (1.00%) Active Directory Federation Services
7 24 (0.96%) WSUS
8 21 (0.84%) Docker Swarm
9 19 (0.76%) SCCM
10 18 (0.72%) SCOM
11 11 (0.44%) Grafana
11 11 (0.44%) 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
1 400 (15.97%) Microsoft
2 291 (11.62%) Databricks
3 260 (10.38%) Google
4 85 (3.39%) Adobe
5 83 (3.31%) Oracle
6 82 (3.27%) SAP
7 52 (2.08%) Cisco
8 42 (1.68%) Meraki
9 37 (1.48%) Apple
10 30 (1.20%) Salesforce
11 22 (0.88%) ServiceNow
12 19 (0.76%) F5
13 17 (0.68%) VMware
14 16 (0.64%) BT
14 16 (0.64%) Screaming Frog
15 14 (0.56%) Ahrefs
16 13 (0.52%) Informatica
16 13 (0.52%) Remedy
16 13 (0.52%) Sage
17 12 (0.48%) PeopleSoft