Analytics Jobs

Analytics
UK

The table below provides summary statistics for permanent job vacancies requiring Analytics skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Analytics over the 6 months leading up to 26 July 2024, comparing them to the same period in the previous two years.

6 months to
26 Jul 2024
Same period 2023 Same period 2022
Rank 37 28 20
Rank change year-on-year -9 -8 +11
Permanent jobs citing Analytics 4,667 6,189 18,362
As % of all permanent jobs advertised in the UK 5.16% 7.67% 10.48%
As % of the Processes & Methodologies category 6.31% 8.05% 10.87%
Number of salaries quoted 2,778 3,913 6,834
10th Percentile £36,250 £37,250 £37,500
25th Percentile £45,750 £47,500 £47,500
Median annual salary (50th Percentile) £62,277 £65,000 £65,000
Median % change year-on-year -4.19% - +8.33%
75th Percentile £87,500 £85,000 £86,250
90th Percentile £110,000 £112,500 £110,000
UK excluding London median annual salary £55,000 £55,000 £55,000
% change year-on-year - - +10.00%

All Process and Methodology Skills
UK

Analytics falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 73,969 76,929 168,958
As % of all permanent jobs advertised in the UK 81.84% 95.34% 96.40%
Number of salaries quoted 48,628 50,249 85,709
10th Percentile £30,000 £33,750 £33,750
25th Percentile £40,000 £45,000 £44,250
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - +9.09%
75th Percentile £73,750 £80,000 £80,000
90th Percentile £93,750 £100,000 £96,250
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +6.06%

Analytics
Job Vacancy Trend

Job postings citing Analytics as a proportion of all IT jobs advertised.

Job vacancy trend for Analytics in the UK

Analytics
Salary Trend

3-month moving average salary quoted in jobs citing Analytics.

Salary trend for Analytics in the UK

Analytics
Salary Histogram

Salary distribution for jobs citing Analytics over the 6 months to 26 July 2024.

Salary histogram for Analytics in the UK

Analytics
Top 19 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the UK over the 6 months to 26 July 2024. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England -5 4,134 £60,319 -7.20% 831
UK excluding London -12 2,590 £55,000 - 650
Work from Home -3 2,027 £62,879 -3.26% 440
London +1 1,893 £77,500 - 308
North of England +2 738 £55,000 -12.00% 187
South East -5 574 £54,500 -5.22% 156
North West +4 510 £55,250 -11.60% 114
Midlands -25 442 £55,000 +10.00% 118
South West -8 341 £58,750 +4.61% 74
West Midlands -24 311 £55,000 +10.00% 94
Scotland -32 297 £65,000 +13.04% 32
Yorkshire -29 169 £50,000 -16.67% 49
East Midlands -3 129 £55,000 +29.41% 24
East of England -33 106 £47,500 -13.64% 45
North East +10 59 £57,965 -4.37% 28
Northern Ireland +36 50 £57,500 -23.33% 48
Wales -29 41 £50,000 +11.11% 11
Channel Islands - 6 £62,000 - 1
Isle of Man - 2 £82,500 -

Analytics
Co-occurring Skills and Capabilities 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
1 136 (2.91%) SAS
2 102 (2.19%) Apache
3 98 (2.10%) Apache Airflow
4 96 (2.06%) Apache Spark
5 72 (1.54%) CMS
6 63 (1.35%) SharePoint
7 60 (1.29%) Confluence
8 51 (1.09%) Microsoft Exchange
9 49 (1.05%) WordPress
10 19 (0.41%) Exchange Server 2010
11 15 (0.32%) IIS
12 10 (0.21%) Oracle Application Server
13 8 (0.17%) Tomcat
14 7 (0.15%) Kinematics
15 6 (0.13%) Adobe Experience Manager
15 6 (0.13%) Jupyter
16 5 (0.11%) Appian
16 5 (0.11%) ArcGIS
16 5 (0.11%) WebSphere
17 4 (0.086%) Headless CMS
Applications
1 364 (7.80%) Microsoft Excel
2 137 (2.94%) Microsoft Office
3 129 (2.76%) Microsoft PowerPoint
4 17 (0.36%) SPSS
5 15 (0.32%) MS Visio
5 15 (0.32%) Sketch
6 13 (0.28%) Adobe Illustrator
6 13 (0.28%) Photoshop
6 13 (0.28%) Trello
7 12 (0.26%) Spreadsheet
8 11 (0.24%) Adobe Creative Suite
9 10 (0.21%) Adobe XD
10 7 (0.15%) InDesign
10 7 (0.15%) UserZoom
11 6 (0.13%) Chatbot
12 5 (0.11%) Microsoft Project
12 5 (0.11%) SOLIDWORKS
13 3 (0.064%) AutoCAD
14 2 (0.043%) InVision
15 1 (0.021%) Acrobat
Business Applications
1 32 (0.69%) iTrent
2 27 (0.58%) Unit4 Business World
3 23 (0.49%) Dynamics CRM
3 23 (0.49%) Sparx Enterprise Architect
4 21 (0.45%) Shopify
5 15 (0.32%) SAP S/4HANA
6 12 (0.26%) Aladdin
6 12 (0.26%) Magento
6 12 (0.26%) Remedy ITSM
7 10 (0.21%) IBM Planning Analytics
8 8 (0.17%) Oracle EBS
8 8 (0.17%) Oracle ERP
8 8 (0.17%) PeopleSoft HCM
8 8 (0.17%) Salesforce CRM
8 8 (0.17%) SAP BPC
9 7 (0.15%) SAP IBP
10 6 (0.13%) Dynamics AX
10 6 (0.13%) Oracle General Ledger
10 6 (0.13%) Oracle Subledger Accounting
11 4 (0.086%) SAP CO
Cloud Services
1 1,071 (22.95%) Azure
2 890 (19.07%) AWS
3 844 (18.08%) Power Platform
4 342 (7.33%) GCP
5 262 (5.61%) Google Analytics
6 221 (4.74%) Azure Data Factory
7 192 (4.11%) Azure Synapse Analytics
8 186 (3.99%) SaaS
9 173 (3.71%) Azure DevOps
10 160 (3.43%) Microsoft 365
11 153 (3.28%) dbt
12 105 (2.25%) Azure Monitor
13 93 (1.99%) Snowflake
14 77 (1.65%) PaaS
15 76 (1.63%) Amazon S3
16 73 (1.56%) Cloud Computing
17 69 (1.48%) GitHub
18 68 (1.46%) PowerApps
19 56 (1.20%) Entra ID
19 56 (1.20%) Serverless
Communications & Networking
1 188 (4.03%) Broadband
2 86 (1.84%) Firewall
3 76 (1.63%) Network Security
4 58 (1.24%) WAN
5 53 (1.14%) VPN
6 42 (0.90%) SD-WAN
7 36 (0.77%) Cisco Firepower
8 33 (0.71%) TCP/IP
9 29 (0.62%) DNS
10 21 (0.45%) DHCP
10 21 (0.45%) LAN
11 20 (0.43%) HTTP
12 17 (0.36%) Wireless
13 15 (0.32%) Internet
14 14 (0.30%) IPsec
14 14 (0.30%) MQTT
15 11 (0.24%) BGP
16 10 (0.21%) OSPF
17 8 (0.17%) VLAN
18 7 (0.15%) RFID
Database & Business Intelligence
1 814 (17.44%) Power BI
2 575 (12.32%) Tableau
3 545 (11.68%) Data Warehouse
4 287 (6.15%) Data Lake
5 256 (5.49%) SQL Server
6 221 (4.74%) Big Data
7 154 (3.30%) NoSQL
8 127 (2.72%) BigQuery
9 117 (2.51%) Relational Database
9 117 (2.51%) SQL Server Integration Services
10 115 (2.46%) Azure SQL Database
11 107 (2.29%) Metadata
12 94 (2.01%) Amazon Redshift
12 94 (2.01%) Looker
13 81 (1.74%) Amazon Athena
13 81 (1.74%) Data Mining
14 76 (1.63%) Dremio
15 75 (1.61%) PostgreSQL
16 71 (1.52%) Data Vault
17 65 (1.39%) SQL Server Reporting Services
Development Applications
1 282 (6.04%) Git
2 146 (3.13%) JIRA
3 76 (1.63%) Jenkins
4 48 (1.03%) GitLab
5 30 (0.64%) Gatling
6 26 (0.56%) Visual Studio
7 20 (0.43%) Subversion
8 16 (0.34%) MLflow
9 14 (0.30%) Bitbucket
10 12 (0.26%) RStudio
11 11 (0.24%) Team Foundation Server
12 10 (0.21%) Visual Studio Code
13 8 (0.17%) Eclipse
13 8 (0.17%) JMeter
13 8 (0.17%) Maven
13 8 (0.17%) Postman
13 8 (0.17%) SoapUI
14 7 (0.15%) Crashlytics
14 7 (0.15%) JUnit
14 7 (0.15%) SQL Server Management Studio (SSMS)
General
1 1,470 (31.50%) Social Skills
2 1,303 (27.92%) Finance
3 1,185 (25.39%) Analytical Skills
4 864 (18.51%) Marketing
5 489 (10.48%) Retail
6 399 (8.55%) Inclusion and Diversity
7 356 (7.63%) Banking
8 337 (7.22%) Presentation Skills
9 327 (7.01%) Law
10 273 (5.85%) Legal
11 252 (5.40%) Advertising
12 207 (4.44%) Front Office
13 151 (3.24%) Public Sector
14 128 (2.74%) Investment Banking
15 122 (2.61%) Pharmaceutical
16 105 (2.25%) Influencing Skills
17 85 (1.82%) Organisational Skills
18 84 (1.80%) Financial Institution
19 70 (1.50%) Publishing
20 68 (1.46%) Manufacturing
Job Titles
1 943 (20.21%) Senior
2 912 (19.54%) Analyst
3 613 (13.13%) Lead
4 396 (8.49%) Data Engineer
5 381 (8.16%) Developer
6 370 (7.93%) Data Analyst
7 361 (7.74%) Architect
8 210 (4.50%) Senior Analyst
9 197 (4.22%) Software Engineer
10 183 (3.92%) Consultant
11 164 (3.51%) Data Architect
12 155 (3.32%) Data Manager
13 145 (3.11%) Senior Data Analyst
14 133 (2.85%) Analytics Manager
15 122 (2.61%) Azure Engineer
16 121 (2.59%) Data Scientist
16 121 (2.59%) Senior Manager
17 119 (2.55%) Product Manager
18 108 (2.31%) Python Engineer
19 107 (2.29%) Business Analyst
Libraries, Frameworks & Software Standards
1 202 (4.33%) .NET
2 183 (3.92%) HTML
3 145 (3.11%) CSS
4 131 (2.81%) React
5 115 (2.46%) PySpark
6 103 (2.21%) REST
7 100 (2.14%) Pandas
8 93 (1.99%) Kafka
8 93 (1.99%) Web Services
9 77 (1.65%) NumPy
10 73 (1.56%) AngularJS
11 68 (1.46%) RESTful
12 66 (1.41%) Spring
13 56 (1.20%) Node.js
14 52 (1.11%) SciPy
14 52 (1.11%) Spring Boot
15 50 (1.07%) .NET Core
16 47 (1.01%) HTML5
17 43 (0.92%) GraphQL
17 43 (0.92%) JSON
Miscellaneous
1 256 (5.49%) Algorithms
2 223 (4.78%) Management Information System
3 206 (4.41%) Product Ownership
4 200 (4.29%) Marketing Technology
5 163 (3.49%) Onboarding
6 137 (2.94%) Fixed Income
7 136 (2.91%) Hedge funds
8 132 (2.83%) Data Structures
9 116 (2.49%) Cloud Native
10 112 (2.40%) Foreign Exchange (FX)
10 112 (2.40%) Social Media
11 109 (2.34%) Equities
12 102 (2.19%) Derivative
13 94 (2.01%) Self-Motivation
14 93 (1.99%) Data Centre
15 83 (1.78%) Life Science
16 77 (1.65%) Blog
17 75 (1.61%) Credit Risk
18 73 (1.56%) Analytical Mindset
19 66 (1.41%) IoT
Operating Systems
1 214 (4.59%) Linux
2 208 (4.46%) Windows
3 74 (1.59%) Windows Server
4 45 (0.96%) Unix
5 28 (0.60%) Android
6 27 (0.58%) Apple iOS
7 22 (0.47%) Windows Server 2019
8 17 (0.36%) Windows Server 2016
9 12 (0.26%) zOS
10 10 (0.21%) CentOS
10 10 (0.21%) Windows 10
11 9 (0.19%) Mac OS
11 9 (0.19%) Red Hat Enterprise Linux
12 8 (0.17%) AIX
13 6 (0.13%) Embedded Linux
13 6 (0.13%) Windows Vista
14 5 (0.11%) VMS
15 4 (0.086%) Oracle Linux
15 4 (0.086%) Solaris
16 1 (0.021%) Windows Server 2012
Processes & Methodologies
1 1,194 (25.58%) Agile
2 1,112 (23.83%) Data Analytics
3 1,019 (21.83%) Business Intelligence
4 978 (20.96%) Problem-Solving
5 884 (18.94%) Visualisation
6 765 (16.39%) Data Analysis
7 624 (13.37%) Data Modelling
8 623 (13.35%) Data Science
9 556 (11.91%) Machine Learning
10 551 (11.81%) Decision-Making
11 536 (11.48%) Computer Science
12 530 (11.36%) DevOps
13 524 (11.23%) ETL
14 504 (10.80%) Artificial Intelligence
15 502 (10.76%) Software Engineering
16 488 (10.46%) Data Strategy
17 485 (10.39%) Data Visualisation
18 468 (10.03%) Roadmaps
19 467 (10.01%) Data Management
20 456 (9.77%) Data Engineering
Programming Languages
1 1,536 (32.91%) SQL
2 1,250 (26.78%) Python
3 320 (6.86%) Java
4 260 (5.57%) JavaScript
5 231 (4.95%) C#
6 202 (4.33%) R
7 116 (2.49%) T-SQL
8 111 (2.38%) PowerShell
9 99 (2.12%) TypeScript
10 97 (2.08%) VBA
11 91 (1.95%) Data Analysis Expressions
12 77 (1.65%) Scala
13 57 (1.22%) C++
14 47 (1.01%) Bash
15 38 (0.81%) C
16 29 (0.62%) VB
17 28 (0.60%) Bicep
17 28 (0.60%) MATLAB
18 25 (0.54%) Go
19 24 (0.51%) Shell Script
Qualifications
1 1,209 (25.91%) Degree
2 264 (5.66%) Security Cleared
3 260 (5.57%) Master's Degree
4 226 (4.84%) Computer Science Degree
5 185 (3.96%) DBS Check
6 132 (2.83%) SC Cleared
7 104 (2.23%) DV Cleared
8 99 (2.12%) PhD
9 68 (1.46%) Azure Certification
10 61 (1.31%) BPSS Clearance
11 51 (1.09%) Cisco Certification
11 51 (1.09%) MBA
12 44 (0.94%) CCNP
12 44 (0.94%) Microsoft Certification
13 43 (0.92%) ACCA
14 38 (0.81%) CCNA
15 36 (0.77%) CISSP
16 31 (0.66%) Numerate Degree
17 28 (0.60%) CIPD
18 27 (0.58%) CISA
Quality Assurance & Compliance
1 433 (9.28%) Data Quality
2 228 (4.89%) QA
3 100 (2.14%) Accessibility
4 88 (1.89%) IFRS
5 80 (1.71%) GDPR
6 67 (1.44%) IFRS 9
7 44 (0.94%) PMO
8 39 (0.84%) ISO/IEC 27001
9 35 (0.75%) NIST
10 32 (0.69%) WCAG
11 30 (0.64%) Actionable Recommendations
12 26 (0.56%) ITGC
13 21 (0.45%) SLA
14 20 (0.43%) Sarbanes-Oxley
15 16 (0.34%) California Consumer Privacy Act
16 15 (0.32%) Good Clinical Practice
17 14 (0.30%) SOC 2
18 13 (0.28%) HIPAA
19 8 (0.17%) PCI DSS
20 7 (0.15%) ISO 9001
System Software
1 134 (2.87%) Docker
2 86 (1.84%) Active Directory
3 40 (0.86%) Virtual Machines
4 26 (0.56%) vSphere
5 20 (0.43%) Virtual Desktop
5 20 (0.43%) VMware Infrastructure
6 17 (0.36%) Firmware
7 14 (0.30%) Hyper-V
8 4 (0.086%) HDFS
9 2 (0.043%) Slurm Workload Manager
10 1 (0.021%) Embedded Firmware
10 1 (0.021%) Lustre
10 1 (0.021%) VirtualBox
Systems Management
1 166 (3.56%) Kubernetes
2 131 (2.81%) Terraform
3 48 (1.03%) Microsoft Intune
4 44 (0.94%) Ansible
5 43 (0.92%) Grafana
6 37 (0.79%) Stealthwatch
7 24 (0.51%) Prometheus
8 21 (0.45%) Active Directory Federation Services
8 21 (0.45%) Docker Swarm
9 20 (0.43%) WSUS
10 19 (0.41%) SCCM
11 16 (0.34%) SCOM
12 11 (0.24%) Nagios
13 9 (0.19%) Kibana
14 8 (0.17%) logstash
14 8 (0.17%) Puppet
14 8 (0.17%) SysTrack
15 7 (0.15%) Progress Chef
15 7 (0.15%) Single Sign-On
16 5 (0.11%) ITRS Geneos
Vendors
1 800 (17.14%) Microsoft
2 439 (9.41%) Google
3 429 (9.19%) Databricks
4 229 (4.91%) Oracle
5 165 (3.54%) SAP
6 110 (2.36%) Adobe
7 62 (1.33%) Salesforce
8 60 (1.29%) Alteryx
9 56 (1.20%) Bloomberg
10 54 (1.16%) Splunk
11 52 (1.11%) Cisco
12 49 (1.05%) ServiceNow
13 47 (1.01%) Informatica
14 42 (0.90%) Meraki
15 38 (0.81%) Apple
16 34 (0.73%) CA
17 31 (0.66%) IBM
17 31 (0.66%) Sage
18 29 (0.62%) SolarWinds
19 28 (0.60%) Ahrefs