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 6 December 2023 with a comparison to the same period in the previous 2 years.

6 months to
6 Dec 2023
Same period 2022 Same period 2021
Rank 27 31 39
Rank change year-on-year +4 +8 +16
Permanent jobs citing Analytics 1,970 4,506 3,783
As % of all permanent jobs with a WFH option 8.69% 8.27% 7.53%
As % of the Processes & Methodologies category 9.11% 8.61% 7.84%
Number of salaries quoted 1,240 2,715 2,482
10th Percentile £40,000 £40,000 £36,250
25th Percentile £51,975 £49,531 £45,000
Median annual salary (50th Percentile) £65,000 £65,000 £60,000
Median % change year-on-year - +8.33% +1.27%
75th Percentile £89,417 £87,500 £78,750
90th Percentile £113,790 £108,750 £97,500
UK median annual salary £65,000 £65,000 £62,500
% change year-on-year - +4.00% +4.17%

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 21,624 52,355 48,259
As % of all permanent jobs with a WFH option 95.42% 96.11% 96.00%
Number of salaries quoted 15,831 36,601 36,140
10th Percentile £36,270 £37,500 £35,750
25th Percentile £46,306 £47,500 £43,750
Median annual salary (50th Percentile) £62,500 £62,500 £60,000
Median % change year-on-year - +4.17% +9.09%
75th Percentile £80,070 £81,250 £77,500
90th Percentile £97,500 £97,500 £93,750
UK median annual salary £60,000 £60,500 £60,000
% change year-on-year -0.83% +0.83% +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 6 December 2023.

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
1 122 (6.19%) Apache
2 82 (4.16%) Apache Airflow
3 81 (4.11%) Apache Spark
4 38 (1.93%) SAS
5 34 (1.73%) SharePoint
6 23 (1.17%) Confluence
7 8 (0.41%) CMS
7 8 (0.41%) Jupyter
8 7 (0.36%) Luigi
9 6 (0.30%) nginx
10 5 (0.25%) IIS
11 4 (0.20%) SharePoint Server
12 2 (0.10%) Adobe Experience Manager
12 2 (0.10%) ArcGIS
12 2 (0.10%) WordPress
13 1 (0.051%) IBM Domino
13 1 (0.051%) Oracle Workflow
13 1 (0.051%) Tomcat
13 1 (0.051%) WebLogic
Applications
1 82 (4.16%) Microsoft Excel
2 43 (2.18%) Microsoft Office
3 13 (0.66%) Microsoft PowerPoint
4 8 (0.41%) Microsoft Project
5 4 (0.20%) Chatbot
5 4 (0.20%) Sketch
6 3 (0.15%) Oracle Smart View
7 2 (0.10%) EViews
7 2 (0.10%) Photoshop
8 1 (0.051%) Adobe Creative Suite
8 1 (0.051%) Adobe Illustrator
8 1 (0.051%) Adobe XD
8 1 (0.051%) InVision
8 1 (0.051%) Spreadsheet
8 1 (0.051%) SPSS
8 1 (0.051%) Trello
Business Applications
1 24 (1.22%) SAP ERP
2 14 (0.71%) Cloudability
3 9 (0.46%) SAP S/4HANA
4 6 (0.30%) Dynamics CRM
4 6 (0.30%) Oracle EBS
5 5 (0.25%) Unit4 Business World
6 4 (0.20%) IBM Planning Analytics
6 4 (0.20%) SAP BPC
6 4 (0.20%) SAP FI
6 4 (0.20%) Siebel CRM
7 3 (0.15%) Magento
7 3 (0.15%) SAP CO
7 3 (0.15%) SAP FI/CO
7 3 (0.15%) SAP MDG
7 3 (0.15%) Shopify
8 2 (0.10%) NetSuite
8 2 (0.10%) Oracle ERP
8 2 (0.10%) SAP FSCM
8 2 (0.10%) SAP PP
8 2 (0.10%) SAP SD
Cloud Services
1 432 (21.93%) Azure
2 371 (18.83%) Power Platform
3 345 (17.51%) AWS
3 345 (17.51%) GCP
4 106 (5.38%) SaaS
5 83 (4.21%) Azure DevOps
6 72 (3.65%) GitHub
7 70 (3.55%) dbt
7 70 (3.55%) Google Analytics
8 69 (3.50%) Serverless
9 65 (3.30%) Azure Data Factory
10 63 (3.20%) PaaS
11 59 (2.99%) GitHub Actions
12 57 (2.89%) IaaS
13 55 (2.79%) Vertex AI
14 53 (2.69%) Microsoft 365
15 48 (2.44%) Azure Monitor
16 46 (2.34%) Azure Synapse Analytics
17 43 (2.18%) Snowflake
18 39 (1.98%) Entra ID
Communications & Networking
1 43 (2.18%) DNS
2 40 (2.03%) Firewall
3 27 (1.37%) DHCP
4 20 (1.02%) Network Security
5 11 (0.56%) Internet
6 7 (0.36%) TCP/IP
7 6 (0.30%) HTTP
7 6 (0.30%) VPN
8 5 (0.25%) OpenVPN
9 4 (0.20%) SMTP
9 4 (0.20%) SNMP
9 4 (0.20%) Telnet
9 4 (0.20%) Wireless
10 3 (0.15%) Intrusion Detection
10 3 (0.15%) IPv4
10 3 (0.15%) WAN
10 3 (0.15%) Wi-Fi
11 2 (0.10%) VDSL
11 2 (0.10%) VLAN
11 2 (0.10%) Wireshark
Database & Business Intelligence
1 362 (18.38%) Power BI
2 233 (11.83%) Data Warehouse
3 176 (8.93%) Data Lake
4 158 (8.02%) NoSQL
5 153 (7.77%) Tableau
6 130 (6.60%) Big Data
7 117 (5.94%) SQL Server
8 115 (5.84%) Relational Database
9 112 (5.69%) Looker
10 88 (4.47%) BigQuery
11 69 (3.50%) PostgreSQL
12 66 (3.35%) SQL Server Integration Services
13 65 (3.30%) MySQL
14 54 (2.74%) Amazon Athena
15 52 (2.64%) Apache Arrow
15 52 (2.64%) Dremio
16 51 (2.59%) Bigtable
17 50 (2.54%) Apache Ignite
17 50 (2.54%) SQL Server Reporting Services
18 43 (2.18%) Azure SQL Database
Development Applications
1 105 (5.33%) Jenkins
2 66 (3.35%) Git
3 56 (2.84%) JIRA
4 25 (1.27%) Jasmine
5 24 (1.22%) Mockito
6 23 (1.17%) Sonatype Nexus
7 20 (1.02%) Eclipse
8 19 (0.96%) IntelliJ
9 17 (0.86%) Maven
10 16 (0.81%) SonarQube
11 14 (0.71%) Axure RP
11 14 (0.71%) Spinnaker
11 14 (0.71%) Team Foundation Server
12 11 (0.56%) ERwin
12 11 (0.56%) Oracle Forms
13 10 (0.51%) Artifactory
13 10 (0.51%) Cucumber
14 9 (0.46%) JUnit
14 9 (0.46%) Selenium
15 8 (0.41%) Ant
General
1 733 (37.21%) Social Skills
2 726 (36.85%) Finance
3 425 (21.57%) Banking
4 366 (18.58%) Analytical Skills
5 270 (13.71%) Retail
6 197 (10.00%) Marketing
7 116 (5.89%) Manufacturing
8 105 (5.33%) Inclusion and Diversity
9 96 (4.87%) Front Office
10 89 (4.52%) Public Sector
11 76 (3.86%) Influencing Skills
12 62 (3.15%) Presentation Skills
13 60 (3.05%) Investment Banking
14 42 (2.13%) Legal
15 30 (1.52%) Electronics
16 27 (1.37%) Automotive
17 25 (1.27%) Aerospace
18 24 (1.22%) Aviation
18 24 (1.22%) Local Government
19 20 (1.02%) Advertising
Job Titles
1 449 (22.79%) Architect
2 302 (15.33%) Solutions Architect
3 291 (14.77%) Analyst
4 251 (12.74%) Senior
5 244 (12.39%) Presales Solution Architect
6 239 (12.13%) Developer
7 215 (10.91%) Data Engineer
8 135 (6.85%) Lead
9 114 (5.79%) Software Engineer
10 99 (5.03%) Data Analyst
11 81 (4.11%) Developer/Software Engineer
12 75 (3.81%) Data Architect
13 72 (3.65%) Consultant
14 70 (3.55%) Enterprise Architect
15 63 (3.20%) Senior Analyst
16 57 (2.89%) AWS Engineer
17 56 (2.84%) AWS Developer
18 52 (2.64%) AWS Software Engineer
19 49 (2.49%) Data Manager
20 45 (2.28%) Product Manager
Libraries, Frameworks & Software Standards
1 87 (4.42%) React
2 84 (4.26%) Pandas
3 66 (3.35%) Kafka
4 60 (3.05%) Protocol Buffers
5 58 (2.94%) gRPC
6 55 (2.79%) HTML
7 54 (2.74%) NumPy
8 52 (2.64%) SciPy
9 48 (2.44%) AngularJS
10 37 (1.88%) OpenID
11 35 (1.78%) .NET
11 35 (1.78%) Node.js
12 31 (1.57%) CSS
13 30 (1.52%) RabbitMQ
14 29 (1.47%) Material-UI
15 28 (1.42%) Redux
16 27 (1.37%) REST
17 26 (1.32%) GraphQL
18 25 (1.27%) ARM Templates
19 21 (1.07%) PyTorch
Miscellaneous
1 144 (7.31%) Public Cloud
2 84 (4.26%) Cloud Native
3 62 (3.15%) Product Ownership
4 56 (2.84%) Credit Risk
5 50 (2.54%) Management Information System
5 50 (2.54%) Replication
6 48 (2.44%) Algorithms
7 45 (2.28%) Blockchain
8 42 (2.13%) Data Structures
9 41 (2.08%) Fixed Income
10 39 (1.98%) Mainframe
11 35 (1.78%) Self-Motivation
12 25 (1.27%) Low-Code
13 23 (1.17%) PKI
14 22 (1.12%) Data Centre
14 22 (1.12%) Virtual Team
15 21 (1.07%) Analytical Mindset
15 21 (1.07%) Legacy Systems
16 20 (1.02%) Foreign Exchange (FX)
16 20 (1.02%) Hybrid Cloud
Operating Systems
1 63 (3.20%) Unix
1 63 (3.20%) Windows
2 41 (2.08%) Linux
3 29 (1.47%) Windows Server
4 16 (0.81%) Windows Server 2019
5 15 (0.76%) Windows Server 2016
6 13 (0.66%) Mac OS
7 12 (0.61%) AIX
8 10 (0.51%) Apple iOS
9 5 (0.25%) Android
9 5 (0.25%) CentOS
10 4 (0.20%) Mac OS X
10 4 (0.20%) Windows Server 2012
11 2 (0.10%) VMS
12 1 (0.051%) Windows 10
Processes & Methodologies
1 730 (37.06%) Agile
2 643 (32.64%) Data Analytics
3 575 (29.19%) Problem-Solving
4 489 (24.82%) Business Intelligence
5 381 (19.34%) Actionable Insight
6 336 (17.06%) Visualisation
7 327 (16.60%) Technology Strategy
8 320 (16.24%) Machine Learning
9 311 (15.79%) Artificial Intelligence
10 300 (15.23%) Thought Leadership
11 297 (15.08%) IT Strategy
12 284 (14.42%) Digital Transformation Programme
13 282 (14.31%) Business Case
14 278 (14.11%) Data Modelling
15 267 (13.55%) Presales
16 265 (13.45%) Contract Negotiation
17 247 (12.54%) Commercial Awareness
18 242 (12.28%) Data Science
19 239 (12.13%) DevOps
20 232 (11.78%) ETL
Programming Languages
1 552 (28.02%) SQL
2 461 (23.40%) Python
3 179 (9.09%) JavaScript
4 173 (8.78%) Java
5 97 (4.92%) TypeScript
6 79 (4.01%) R
7 77 (3.91%) PL/SQL
8 69 (3.50%) C#
9 67 (3.40%) PowerShell
10 48 (2.44%) Data Analysis Expressions
11 47 (2.39%) T-SQL
12 41 (2.08%) Scala
13 38 (1.93%) Ruby
14 33 (1.68%) Bash
15 30 (1.52%) C++
16 23 (1.17%) Kotlin
16 23 (1.17%) VB
17 22 (1.12%) VBScript
18 18 (0.91%) Groovy
19 17 (0.86%) Go
Qualifications
1 405 (20.56%) Security Cleared
2 377 (19.14%) SC Cleared
3 310 (15.74%) Degree
4 49 (2.49%) DV Cleared
5 45 (2.28%) Master's Degree
6 43 (2.18%) Computer Science Degree
7 27 (1.37%) Azure Certification
8 24 (1.22%) Numerate Degree
9 22 (1.12%) ITIL Foundation Certificate
10 16 (0.81%) Microsoft Certification
11 15 (0.76%) AWS Certification
12 11 (0.56%) BPSS Clearance
13 7 (0.36%) ACCA
13 7 (0.36%) PhD
14 6 (0.30%) OCP
14 6 (0.30%) Oracle Certification
15 5 (0.25%) CISA
16 4 (0.20%) AWS Certified DevOps Engineer
16 4 (0.20%) CISM
17 3 (0.15%) TOGAF Certification
Quality Assurance & Compliance
1 143 (7.26%) Data Quality
2 47 (2.39%) QA
3 40 (2.03%) GDPR
4 37 (1.88%) Actionable Recommendations
5 31 (1.57%) Accessibility
6 19 (0.96%) PMO
7 15 (0.76%) IFRS
8 12 (0.61%) IFRS 9
9 11 (0.56%) ISO/IEC 27001
10 8 (0.41%) Cyber Essentials
10 8 (0.41%) SLA
11 6 (0.30%) Basel III
11 6 (0.30%) NIST
12 5 (0.25%) COBIT
12 5 (0.25%) ITGC
13 3 (0.15%) GMP
13 3 (0.15%) GRC
13 3 (0.15%) ISO 22301
13 3 (0.15%) ISO 9000
13 3 (0.15%) PCI DSS
System Software
1 92 (4.67%) Docker
2 44 (2.23%) Active Directory
3 27 (1.37%) Virtual Machines
4 26 (1.32%) Virtual Desktop
5 4 (0.20%) Hyper-V
6 2 (0.10%) BitLocker
6 2 (0.10%) HDFS
7 1 (0.051%) Firmware
7 1 (0.051%) VMware ESXi
Systems Management
1 122 (6.19%) Terraform
2 101 (5.13%) Kubernetes
3 30 (1.52%) Microsoft Intune
4 27 (1.37%) Puppet
5 24 (1.22%) Active Directory Federation Services
5 24 (1.22%) Ansible
5 24 (1.22%) Prometheus
6 23 (1.17%) SCCM
7 22 (1.12%) SCOM
7 22 (1.12%) WSUS
8 19 (0.96%) Progress Chef
9 17 (0.86%) Grafana
10 10 (0.51%) Nagios
11 9 (0.46%) Kibana
12 6 (0.30%) Istio
13 5 (0.25%) SysTrack
14 4 (0.20%) vRealize
14 4 (0.20%) vRealize Orchestrator
15 3 (0.15%) Computer Emergency Response Teams
16 2 (0.10%) Wonderware InTouch
Vendors
1 235 (11.93%) Microsoft
2 210 (10.66%) Google
3 94 (4.77%) Databricks
4 77 (3.91%) SAP
5 72 (3.65%) Oracle
6 44 (2.23%) IBM
7 29 (1.47%) Teradata
8 28 (1.42%) Informatica
9 26 (1.32%) Salesforce
10 25 (1.27%) ServiceNow
11 21 (1.07%) Alteryx
12 20 (1.02%) New Relic
13 18 (0.91%) Adobe
13 18 (0.91%) Splunk
14 15 (0.76%) Dell
14 15 (0.76%) Talend
15 12 (0.61%) Apple
15 12 (0.61%) SaltStack
16 10 (0.51%) Ahrefs
17 9 (0.46%) Dataiku