Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

The following table provides summary statistics for permanent job vacancies advertised in the South East with 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 30 June 2022 with a comparison to the same period in the previous 2 years.

Analytics
England > South East
6 months to
30 Jun 2022		 Same period 2021 Same period 2020
Rank 35 57 67
Rank change year-on-year +22 +10 -23
Permanent jobs citing Analytics 1,741 779 588
As % of all permanent jobs advertised in the South East 7.78% 4.99% 4.20%
As % of the Processes & Methodologies category 8.28% 5.33% 4.56%
Number of salaries quoted 630 436 395
10th Percentile £37,500 £32,500 £33,750
25th Percentile £47,500 £37,500 £45,000
Median annual salary (50th Percentile) £60,000 £50,000 £55,000
Median % change year-on-year +20.00% -9.09% +4.76%
75th Percentile £73,750 £70,000 £71,013
90th Percentile £85,000 £87,500 £86,500
England median annual salary £65,000 £60,000 £62,500
% change year-on-year +8.33% -4.00% +8.70%

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 advertised in the South East with a requirement for process or methodology skills.

All Process and Methodology Skills
South East
Permanent vacancies with a requirement for process or methodology skills 21,039 14,624 12,896
As % of all permanent IT jobs advertised in the South East 94.00% 93.72% 92.17%
Number of salaries quoted 11,908 10,399 10,549
10th Percentile £31,250 £32,500 £31,250
25th Percentile £41,250 £40,500 £38,750
Median annual salary (50th Percentile) £55,000 £50,006 £50,000
Median % change year-on-year +9.99% +0.01% -
75th Percentile £70,000 £65,000 £65,000
90th Percentile £82,500 £77,500 £77,500
England median annual salary £60,000 £56,500 £55,000
% change year-on-year +6.19% +2.73% +4.76%

Analytics
Job Vacancy Trend in the South East

Job postings citing Analytics as a proportion of all IT jobs advertised in the South East.

Job vacancy trend for Analytics in the South East

Analytics
Salary Trend in the South East

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

Salary trend for Analytics in the South East

Analytics
Salary Histogram in the South East

Salary distribution for jobs citing Analytics in the South East over the 6 months to 30 June 2022.

Salary histogram for Analytics in the South East

Analytics
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the South East region over the 6 months to 30 June 2022. 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
Thames Valley +9 624 £60,000 +20.00% 69
Surrey +33 378 £70,000 +16.67% 24
Hampshire +64 354 £54,000 +13.68% 26
Berkshire +21 276 £60,000 - 33
Buckinghamshire -9 223 £60,000 +33.33% 25
West Sussex +63 161 £55,000 +13.40% 21
Oxfordshire +7 142 £65,000 +49.43% 11
Kent +25 139 £55,000 -15.06% 8
East Sussex -10 52 £56,158 +40.40% 11
Middlesex -15 11 £72,500 +81.25% 1
Sussex -5 7 £59,050 -15.64% 2
Isle of Wight - 4 - -
Home Counties -9 2 £47,500 -44.12%
Analytics
England

For the 6 months to 30 June 2022, IT jobs citing Analytics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the South East region with a requirement for Analytics.

1 773 (44.40%) Agile
2 597 (34.29%) SQL
3 536 (30.79%) Social Skills
4 516 (29.64%) Degree
5 457 (26.25%) Data Analytics
6 450 (25.85%) Analytical Skills
7 442 (25.39%) Python
8 422 (24.24%) Power Platform
9 408 (23.43%) Business Intelligence
10 400 (22.98%) Azure
11 386 (22.17%) Finance
12 380 (21.83%) Power BI
13 352 (20.22%) Microsoft
14 348 (19.99%) Marketing
15 332 (19.07%) Visualisation
16 325 (18.67%) Data Management
17 315 (18.09%) Data Science
18 309 (17.75%) Problem-Solving
19 279 (16.03%) Microsoft Excel
20 278 (15.97%) Risk Management
21 272 (15.62%) DevOps
22 252 (14.47%) Data Analysis
22 252 (14.47%) Artificial Intelligence
23 236 (13.56%) Computer Science
24 222 (12.75%) C#
25 213 (12.23%) CI/CD
26 212 (12.18%) Software Engineering
26 212 (12.18%) Cybersecurity
26 212 (12.18%) AWS
27 209 (12.00%) Google

Analytics
Co-occurring IT Skills in the South East by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 73 (4.19%) SAS
2 50 (2.87%) Apache Spark
2 50 (2.87%) SharePoint
3 46 (2.64%) CMS
4 26 (1.49%) ArcGIS
5 24 (1.38%) WordPress
6 17 (0.98%) Apache
7 13 (0.75%) Apache Airflow
8 11 (0.63%) Apache Solr
8 11 (0.63%) Drupal
8 11 (0.63%) Sitecore CMS
9 8 (0.46%) Oracle Spatial
10 6 (0.34%) Confluence
11 3 (0.17%) Smallworld
11 3 (0.17%) ThingWorx
11 3 (0.17%) Tomcat
12 2 (0.11%) Joomla!
12 2 (0.11%) Oracle HTTP Server
12 2 (0.11%) WebLogic
13 1 (0.057%) IIS
Applications
1 279 (16.03%) Microsoft Excel
2 80 (4.60%) Microsoft Office
3 68 (3.91%) Campfire
4 46 (2.64%) SPSS
5 35 (2.01%) Microsoft PowerPoint
6 26 (1.49%) Spreadsheet
7 20 (1.15%) Adobe Creative Suite
8 14 (0.80%) Sketch
9 11 (0.63%) Simulink
10 9 (0.52%) Zeplin
11 8 (0.46%) Microsoft Project
12 6 (0.34%) Pipeline Pilot
13 5 (0.29%) Adobe Premiere
14 4 (0.23%) Adobe Illustrator
14 4 (0.23%) Photoshop
15 2 (0.11%) InVision
15 2 (0.11%) MS Visio
16 1 (0.057%) Adobe XD
16 1 (0.057%) OmniGraffle
Business Applications
1 18 (1.03%) Magento
2 17 (0.98%) Dynamics CRM
3 7 (0.40%) IBM Planning Analytics
3 7 (0.40%) SAP S/4HANA
4 5 (0.29%) Payment Gateway
5 3 (0.17%) Maximo
5 3 (0.17%) Salesforce.com CRM
5 3 (0.17%) SAP CRM
6 1 (0.057%) Cloudability
6 1 (0.057%) Oracle Applications
6 1 (0.057%) SAP BPC
6 1 (0.057%) SAP Oil and Gas
6 1 (0.057%) Sparx Enterprise Architect
Cloud Services
1 422 (24.24%) Power Platform
2 400 (22.98%) Azure
3 212 (12.18%) AWS
4 177 (10.17%) Google Analytics
5 120 (6.89%) Azure Data Factory
6 108 (6.20%) Azure DevOps
7 100 (5.74%) SaaS
8 94 (5.40%) Serverless
9 65 (3.73%) Azure Synapse Analytics
10 64 (3.68%) Google Data Studio
11 62 (3.56%) Azure Monitor
12 60 (3.45%) GitHub
13 58 (3.33%) Azure Functions
13 58 (3.33%) GCP
14 51 (2.93%) Azure Cosmos DB
15 46 (2.64%) GitHub Actions
16 44 (2.53%) Azure Machine Learning
17 43 (2.47%) Adobe Analytics
17 43 (2.47%) Azure Event Grid
17 43 (2.47%) Azure Service Bus
Communications & Networking
1 84 (4.82%) Broadband
2 36 (2.07%) SNA
3 21 (1.21%) 5G
4 18 (1.03%) Cisco IPT
5 12 (0.69%) Firewall
6 10 (0.57%) Network Security
6 10 (0.57%) RS-232
7 9 (0.52%) Wireless
8 7 (0.40%) HTTP
8 7 (0.40%) Unified Communications
9 6 (0.34%) DNS
9 6 (0.34%) Internet
9 6 (0.34%) WAN
10 4 (0.23%) Intranet
10 4 (0.23%) LAN
10 4 (0.23%) MPLS
10 4 (0.23%) SD-WAN
10 4 (0.23%) VPN
11 3 (0.17%) PBX
11 3 (0.17%) PSTN
Database & Business Intelligence
1 380 (21.83%) Power BI
2 179 (10.28%) Tableau
3 174 (9.99%) Data Warehouse
4 171 (9.82%) SQL Server
5 166 (9.53%) Big Data
6 158 (9.08%) NoSQL
7 126 (7.24%) Data Lake
8 93 (5.34%) Elasticsearch
9 83 (4.77%) Relational Database
10 82 (4.71%) SQL Server Integration Services
11 57 (3.27%) Hadoop
12 43 (2.47%) QlikView
13 40 (2.30%) MySQL
14 39 (2.24%) MongoDB
15 35 (2.01%) Apache Hive
15 35 (2.01%) GIS
16 31 (1.78%) Azure SQL Database
17 30 (1.72%) Apache Cassandra
17 30 (1.72%) SQL Server Reporting Services
18 29 (1.67%) Data Mining
Development Applications
1 106 (6.09%) Git (software)
2 58 (3.33%) Jenkins
3 33 (1.90%) Visual Studio
4 32 (1.84%) TeamCity
5 30 (1.72%) JIRA
6 19 (1.09%) ESLint
7 16 (0.92%) GitLab
7 16 (0.92%) LabVIEW
8 15 (0.86%) Cucumber
9 8 (0.46%) Postman
9 8 (0.46%) Selenium
9 8 (0.46%) SQL Server Management Studio (SSMS)
10 7 (0.40%) webpack
11 5 (0.29%) Subversion
12 4 (0.23%) Browser DevTools
12 4 (0.23%) Grunt
12 4 (0.23%) gulp
12 4 (0.23%) Newman
12 4 (0.23%) NUnit
12 4 (0.23%) TestCafe
General
1 536 (30.79%) Social Skills
2 450 (25.85%) Analytical Skills
3 386 (22.17%) Finance
4 348 (19.99%) Marketing
5 146 (8.39%) Legal
6 115 (6.61%) Retail
7 102 (5.86%) Manufacturing
8 69 (3.96%) Aviation
9 68 (3.91%) Inclusion and Diversity
10 57 (3.27%) Public Sector
11 55 (3.16%) Organisational Skills
12 52 (2.99%) Banking
12 52 (2.99%) Telecoms
13 51 (2.93%) Presentation Skills
14 43 (2.47%) Publishing
15 42 (2.41%) Financial Institution
16 39 (2.24%) Law
16 39 (2.24%) Local Government
17 38 (2.18%) Pharmaceutical
18 37 (2.13%) Influencing Skills
Job Titles
1 340 (19.53%) Analyst
2 223 (12.81%) Developer
3 150 (8.62%) Data Engineer
4 147 (8.44%) Data Analyst
5 141 (8.10%) Software Engineer
6 99 (5.69%) Architect
7 80 (4.60%) Data Manager
8 76 (4.37%) Senior Developer
9 74 (4.25%) Security Engineer
10 68 (3.91%) Solutions Architect
11 61 (3.50%) Full Stack Developer
12 54 (3.10%) Cloud Engineer
13 53 (3.04%) Digital Analyst
14 51 (2.93%) Senior Data Engineer
15 50 (2.87%) Azure Engineer
15 50 (2.87%) Senior Analyst
16 48 (2.76%) Performance Analyst
17 46 (2.64%) Senior Manager
18 42 (2.41%) Data Architect
19 39 (2.24%) Cybersecurity Engineer
Libraries, Frameworks & Software Standards
1 206 (11.83%) .NET
2 128 (7.35%) HTML
3 121 (6.95%) CSS
4 82 (4.71%) React
5 66 (3.79%) JSON
6 62 (3.56%) AngularJS
7 58 (3.33%) ASP.NET
8 56 (3.22%) Elastic Stack
9 55 (3.16%) REST
10 53 (3.04%) Sass
11 46 (2.64%) .NET Core
12 43 (2.47%) CSS3
13 39 (2.24%) Kafka
14 38 (2.18%) Web Services
15 37 (2.13%) RESTful
16 33 (1.90%) HTML5
16 33 (1.90%) Node.js
17 29 (1.67%) .NET Framework
18 26 (1.49%) Entity Framework
19 24 (1.38%) JSON Schema
Miscellaneous
1 197 (11.32%) User Experience
2 115 (6.61%) Management Information System
3 69 (3.96%) Social Media
4 62 (3.56%) IoT
5 58 (3.33%) Social Network
6 52 (2.99%) Algorithms
7 47 (2.70%) Mobile App
7 47 (2.70%) Robotics
8 46 (2.64%) Greenfield Project
9 41 (2.35%) Cloud Native
9 41 (2.35%) Cyberattack
9 41 (2.35%) Life Science
10 39 (2.24%) Cyber Defence
10 39 (2.24%) Renewable Energy
11 38 (2.18%) Linux Command Line
12 37 (2.13%) Self-Motivation
13 32 (1.84%) Blog
14 30 (1.72%) Virtual Team
15 26 (1.49%) Data Structures
16 20 (1.15%) Replication
Operating Systems
1 58 (3.33%) Linux
2 47 (2.70%) Windows
3 18 (1.03%) Unix
4 12 (0.69%) Android
5 11 (0.63%) Mac OS
6 5 (0.29%) Red Hat Enterprise Linux
6 5 (0.29%) Windows Server
7 4 (0.23%) Windows Server 2012
8 2 (0.11%) Apple iOS
9 1 (0.057%) Ubuntu
9 1 (0.057%) VMS
9 1 (0.057%) Windows 10
9 1 (0.057%) Windows Server 2008
Processes & Methodologies
1 773 (44.40%) Agile
2 457 (26.25%) Data Analytics
3 408 (23.43%) Business Intelligence
4 332 (19.07%) Visualisation
5 325 (18.67%) Data Management
6 315 (18.09%) Data Science
7 309 (17.75%) Problem-Solving
8 278 (15.97%) Risk Management
9 272 (15.62%) DevOps
10 252 (14.47%) Artificial Intelligence
10 252 (14.47%) Data Analysis
11 236 (13.56%) Computer Science
12 213 (12.23%) CI/CD
13 212 (12.18%) Cybersecurity
13 212 (12.18%) Software Engineering
14 201 (11.55%) Decision-Making
15 192 (11.03%) Project Management
16 183 (10.51%) Scrum
17 182 (10.45%) Mathematics
18 178 (10.22%) Actionable Insight
Programming Languages
1 597 (34.29%) SQL
2 442 (25.39%) Python
3 222 (12.75%) C#
4 177 (10.17%) Java
5 129 (7.41%) C
5 129 (7.41%) R
6 121 (6.95%) JavaScript
7 105 (6.03%) PowerShell
8 82 (4.71%) Scala
9 59 (3.39%) Bash
9 59 (3.39%) T-SQL
10 48 (2.76%) C++
11 47 (2.70%) TypeScript
12 36 (2.07%) Groovy
13 33 (1.90%) Go
14 29 (1.67%) Data Analysis Expressions (DAX)
15 21 (1.21%) Ruby
16 19 (1.09%) PHP
17 17 (0.98%) SAS Macro
18 16 (0.92%) Shell Script
Qualifications
1 516 (29.64%) Degree
2 84 (4.82%) Computer Science Degree
3 46 (2.64%) Microsoft Certification
4 43 (2.47%) Security Cleared
5 42 (2.41%) TOGAF Certification
6 30 (1.72%) CISSP
6 30 (1.72%) SC Cleared
7 22 (1.26%) Numerate Degree
8 21 (1.21%) (ISC)2 CCSP
9 20 (1.15%) Cisco Certification
10 16 (0.92%) PMI Certification
11 12 (0.69%) DBS Check
12 11 (0.63%) AAT
13 8 (0.46%) CISM
14 5 (0.29%) Master's Degree
14 5 (0.29%) PRINCE2 Certification
15 4 (0.23%) ISEB
15 4 (0.23%) MBA
16 3 (0.17%) ISTQB
16 3 (0.17%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 110 (6.32%) QA
2 101 (5.80%) GDPR
3 74 (4.25%) Data Quality
4 39 (2.24%) GRC
5 28 (1.61%) WCAG
6 18 (1.03%) CDISC
7 17 (0.98%) Accessibility
8 16 (0.92%) Good Clinical Practice
9 15 (0.86%) ISO/IEC 27001
10 14 (0.80%) SLA
11 11 (0.63%) GxP
12 10 (0.57%) PMO
13 7 (0.40%) ISO 9001
13 7 (0.40%) NIST
14 5 (0.29%) NCSC
15 4 (0.23%) Cyber Essentials
15 4 (0.23%) Cyber Essentials PLUS
15 4 (0.23%) GMP
15 4 (0.23%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
16 2 (0.11%) NIST 800
System Software
1 105 (6.03%) Docker
2 21 (1.21%) Firmware
3 15 (0.86%) Active Directory
4 11 (0.63%) Virtual Machines
5 7 (0.40%) VMware Infrastructure
6 3 (0.17%) etcd
7 2 (0.11%) Oracle RAC
8 1 (0.057%) LXC
8 1 (0.057%) Virtual Desktop
8 1 (0.057%) VMware ESXi
Systems Management
1 94 (5.40%) Kubernetes
2 57 (3.27%) Kibana
3 34 (1.95%) Terraform
4 24 (1.38%) Grafana
5 15 (0.86%) Opscode Chef
6 13 (0.75%) Opsview
7 11 (0.63%) logstash
8 10 (0.57%) SCCM
9 8 (0.46%) Ansible
10 3 (0.17%) Microsoft Intune
10 3 (0.17%) SolarWinds Orion
10 3 (0.17%) WMI
11 2 (0.11%) Backup Exec
11 2 (0.11%) Enterprise Manager Cloud Control
11 2 (0.11%) Hadoop YARN
11 2 (0.11%) Jamf Pro
11 2 (0.11%) Oracle Enterprise Manager
11 2 (0.11%) Oracle RMAN
11 2 (0.11%) SCOM
12 1 (0.057%) Prometheus
Vendors
1 352 (20.22%) Microsoft
2 209 (12.00%) Google
3 128 (7.35%) Databricks
4 106 (6.09%) Salesforce.com
5 69 (3.96%) Adobe
6 47 (2.70%) Cognos
6 47 (2.70%) SAP
7 42 (2.41%) Oracle
8 41 (2.35%) MuleSoft
9 28 (1.61%) LexisNexis
10 25 (1.44%) Palantir
10 25 (1.44%) Workday
11 22 (1.26%) Dell
12 17 (0.98%) Alteryx
12 17 (0.98%) Sophos
13 16 (0.92%) New Relic
14 14 (0.80%) Informatica
15 11 (0.63%) Brandwatch
15 11 (0.63%) IBM
15 11 (0.63%) Sitecore