Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 28 January 2022

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 28 January 2022 with a comparison to the same period in the previous 2 years.

Analytics
England > South East
6 months to
28 Jan 2022		 Same period 2021 Same period 2020
Rank 25 75 66
Rank change year-on-year +50 -9 -7
Permanent jobs citing Analytics 1,642 403 965
As % of all permanent jobs advertised in the South East 9.05% 3.95% 4.17%
As % of the Processes & Methodologies category 9.73% 4.29% 4.58%
Number of salaries quoted 770 312 694
10th Percentile £36,250 £30,000 £31,500
25th Percentile £42,500 £37,485 £41,250
Median annual salary (50th Percentile) £57,500 £52,500 £57,500
Median % change year-on-year +9.52% -8.70% +8.49%
75th Percentile £72,000 £67,113 £71,250
90th Percentile £85,000 £80,000 £85,000
England median annual salary £65,000 £62,500 £62,500
% change year-on-year +4.00% - +6.38%

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 16,868 9,389 21,085
As % of all permanent IT jobs advertised in the South East 92.99% 92.13% 91.10%
Number of salaries quoted 11,490 7,587 17,184
10th Percentile £32,000 £31,250 £29,000
25th Percentile £41,250 £40,000 £37,500
Median annual salary (50th Percentile) £55,000 £50,000 £50,000
Median % change year-on-year +10.00% - +5.26%
75th Percentile £68,750 £65,000 £64,000
90th Percentile £80,000 £75,000 £77,500
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +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 28 January 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 28 January 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 +43 594 £62,500 +13.64% 87
Hampshire +46 359 £52,500 +16.67% 29
Surrey +35 353 £57,500 -2.13% 29
Berkshire +43 281 £63,000 +5.00% 50
Buckinghamshire +29 201 £55,000 +37.50% 22
Oxfordshire +20 119 £75,000 +36.36% 15
Kent +12 109 £65,000 +67.74% 19
West Sussex +64 104 £55,000 -18.52% 9
East Sussex +6 79 £52,106 +15.79% 4
Middlesex - 6 £35,000 - 1
Home Counties - 6 £85,000 -
Sussex - 3 - -
Analytics
England

For the 6 months to 28 January 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.

1 744 (45.31%) Agile Software Development
2 605 (36.85%) Azure
3 533 (32.46%) SQL
4 504 (30.69%) Social Skills
5 492 (29.96%) Python
6 474 (28.87%) Data Analytics
7 433 (26.37%) Microsoft
8 408 (24.85%) Degree
9 400 (24.36%) Business Intelligence
9 400 (24.36%) Power Platform
10 370 (22.53%) Analytical Skills
11 363 (22.11%) DevOps
11 363 (22.11%) Power BI
12 358 (21.80%) AWS
13 308 (18.76%) Cybersecurity
13 308 (18.76%) Problem-Solving
14 306 (18.64%) Visualisation
15 304 (18.51%) Finance
16 267 (16.26%) Data Management
17 263 (16.02%) Risk Management
18 258 (15.71%) Data Science
19 256 (15.59%) ETL
20 242 (14.74%) Data Modelling
21 234 (14.25%) Data Analysis
22 233 (14.19%) Big Data
23 217 (13.22%) Marketing
24 214 (13.03%) Computer Science
25 213 (12.97%) CI/CD
26 211 (12.85%) C#
27 201 (12.24%) Continuous Improvement

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 78 (4.75%) SAS
2 57 (3.47%) Apache Spark
3 53 (3.23%) WordPress
4 50 (3.05%) Elasticsearch
5 45 (2.74%) CMS
6 36 (2.19%) SharePoint
7 33 (2.01%) Apache
8 22 (1.34%) Apache Airflow
9 15 (0.91%) Drupal
10 13 (0.79%) Jupyter
11 11 (0.67%) Confluence
12 9 (0.55%) Joomla!
13 8 (0.49%) Apache Solr
14 7 (0.43%) Appian
15 6 (0.37%) ArcGIS
15 6 (0.37%) IIS
16 5 (0.30%) Oracle SOA Suite
17 4 (0.24%) OpenStack
18 3 (0.18%) Adobe Experience Manager
19 1 (0.061%) SharePoint 2013
Applications
1 195 (11.88%) Microsoft Excel
2 75 (4.57%) Microsoft Office
3 36 (2.19%) SPSS
4 22 (1.34%) Sketch
5 21 (1.28%) Campfire
6 20 (1.22%) Adobe Creative Suite
7 11 (0.67%) InVision
7 11 (0.67%) Spreadsheet
8 8 (0.49%) Microsoft PowerPoint
9 6 (0.37%) Adobe Premiere
9 6 (0.37%) Photoshop
10 5 (0.30%) Adobe Illustrator
10 5 (0.30%) Microsoft Project
10 5 (0.30%) MS Visio
11 3 (0.18%) UXPin
12 2 (0.12%) Chatbot
13 1 (0.061%) Adobe After Effects
13 1 (0.061%) Adobe XD
Business Applications
1 35 (2.13%) Magento
2 22 (1.34%) Sentinel
3 17 (1.04%) NetSuite
4 13 (0.79%) Adobe Campaign
4 13 (0.79%) SAP S/4HANA
5 7 (0.43%) Dynamics CRM
6 4 (0.24%) SAP Forecasting and Replenishment
7 3 (0.18%) IBM Planning Analytics
7 3 (0.18%) SAP BPC
7 3 (0.18%) Shopify
8 2 (0.12%) Payment Gateway
8 2 (0.12%) WebTrends
9 1 (0.061%) OpenText VIM for SAP
9 1 (0.061%) Oracle Procure-to-Pay
9 1 (0.061%) Salesforce.com CRM
9 1 (0.061%) SAP BRIM
9 1 (0.061%) SAP IBP
9 1 (0.061%) SAP MDG
9 1 (0.061%) SAP MDM
9 1 (0.061%) Workday HCM
Cloud Services
1 605 (36.85%) Azure
2 400 (24.36%) Power Platform
3 358 (21.80%) AWS
4 190 (11.57%) Serverless
5 174 (10.60%) Azure Data Factory
6 130 (7.92%) Google Analytics
7 126 (7.67%) Azure Monitor
8 88 (5.36%) GitHub
9 85 (5.18%) Azure Synapse Analytics
10 83 (5.05%) Microsoft 365
11 78 (4.75%) Azure Functions
12 77 (4.69%) GCP
13 72 (4.38%) GitHub Actions
14 70 (4.26%) AWS Lambda
15 65 (3.96%) Azure Service Bus
16 62 (3.78%) Amazon S3
17 61 (3.71%) Azure Event Grid
18 58 (3.53%) Azure Logic Apps
19 57 (3.47%) SaaS
20 53 (3.23%) Amazon CloudWatch
Communications & Networking
1 58 (3.53%) Cisco IPT
2 25 (1.52%) Firewall
3 22 (1.34%) Wireless
4 21 (1.28%) Broadband
5 20 (1.22%) Internet
6 19 (1.16%) DNS
7 13 (0.79%) DHCP
7 13 (0.79%) SNA
8 9 (0.55%) Remote Desktop
9 8 (0.49%) Extranet
10 7 (0.43%) SSL
11 6 (0.37%) Network Security
11 6 (0.37%) VPN
12 5 (0.30%) Intranet
12 5 (0.30%) TCP/IP
13 4 (0.24%) Cisco ISE
13 4 (0.24%) Kerberos
13 4 (0.24%) Multicast
13 4 (0.24%) WAN
13 4 (0.24%) Wi-Fi
Database & Business Intelligence
1 363 (22.11%) Power BI
2 233 (14.19%) Big Data
3 194 (11.81%) Data Lake
4 175 (10.66%) SQL Server
5 174 (10.60%) Data Warehouse
6 146 (8.89%) SQL Server Integration Services
7 140 (8.53%) NoSQL
8 139 (8.47%) Tableau
9 94 (5.72%) MongoDB
10 92 (5.60%) Relational Database
11 91 (5.54%) MySQL
12 87 (5.30%) Apache Cassandra
13 62 (3.78%) SQL Server Reporting Services
14 61 (3.71%) HDInsight
15 44 (2.68%) Hadoop
16 39 (2.38%) Amazon Redshift
16 39 (2.38%) Azure SQL Database
16 39 (2.38%) QlikView
17 36 (2.19%) PostgreSQL
18 34 (2.07%) Data Mining
Development Applications
1 116 (7.06%) Git (software)
2 66 (4.02%) Jenkins
3 52 (3.17%) JIRA
4 24 (1.46%) Visual Studio
5 20 (1.22%) GitLab
6 19 (1.16%) Octopus Deploy
6 19 (1.16%) TeamCity
7 17 (1.04%) webpack
8 15 (0.91%) ESLint
9 14 (0.85%) Postman
10 11 (0.67%) TestRail
11 9 (0.55%) Bitbucket
11 9 (0.55%) kappa
12 7 (0.43%) Cypress.io
12 7 (0.43%) ER Studio
12 7 (0.43%) RStudio
12 7 (0.43%) Team Foundation Server
13 6 (0.37%) Grunt
13 6 (0.37%) Selenium
13 6 (0.37%) SonarQube
General
1 504 (30.69%) Social Skills
2 370 (22.53%) Analytical Skills
3 304 (18.51%) Finance
4 217 (13.22%) Marketing
5 74 (4.51%) Influencing Skills
6 71 (4.32%) Inclusion and Diversity
7 70 (4.26%) Retail
8 52 (3.17%) Manufacturing
8 52 (3.17%) Presentation Skills
9 40 (2.44%) Legal
10 37 (2.25%) Pharmaceutical
11 33 (2.01%) Organisational Skills
11 33 (2.01%) Telecoms
12 29 (1.77%) Banking
13 28 (1.71%) Law
14 26 (1.58%) Public Sector
15 25 (1.52%) Publishing
16 18 (1.10%) Financial Institution
17 17 (1.04%) Advertising
18 15 (0.91%) Wearables
Job Titles
1 268 (16.32%) Analyst
2 251 (15.29%) Developer
3 187 (11.39%) Data Engineer
4 147 (8.95%) Security Engineer
5 136 (8.28%) Architect
6 117 (7.13%) Data Analyst
7 87 (5.30%) Cybersecurity Engineer
8 79 (4.81%) Consultant
9 74 (4.51%) Software Engineer
10 69 (4.20%) Cloud Engineer
11 60 (3.65%) Senior Developer
12 59 (3.59%) Solutions Architect
13 56 (3.41%) Cloud Consultant
13 56 (3.41%) Senior Data Engineer
14 53 (3.23%) Azure Engineer
15 51 (3.11%) Big Data Engineer
15 51 (3.11%) Data Architect
16 49 (2.98%) Senior Cloud Engineer
16 49 (2.98%) Software Developer
16 49 (2.98%) SQL Developer
Libraries, Frameworks & Software Standards
1 173 (10.54%) .NET
2 154 (9.38%) HTML
3 132 (8.04%) CSS
4 69 (4.20%) React
5 66 (4.02%) Kafka
6 60 (3.65%) JSON
7 54 (3.29%) Web Services
8 46 (2.80%) Flask
9 43 (2.62%) Django
10 42 (2.56%) RESTful
11 41 (2.50%) .NET Core
11 41 (2.50%) AngularJS
11 41 (2.50%) LESS
12 36 (2.19%) Node.js
13 35 (2.13%) Sass
14 34 (2.07%) Elastic Stack
14 34 (2.07%) KnockoutJS
14 34 (2.07%) XML
15 33 (2.01%) REST
16 32 (1.95%) ASP.NET
Miscellaneous
1 103 (6.27%) User Experience
2 89 (5.42%) Life Science
2 89 (5.42%) Public Cloud
3 85 (5.18%) Self-Motivation
4 68 (4.14%) Cloud Native
5 67 (4.08%) Management Information System
6 55 (3.35%) Robotics
6 55 (3.35%) Social Media
7 46 (2.80%) Algorithms
8 32 (1.95%) Analytical Mindset
9 24 (1.46%) Data Structures
10 22 (1.34%) Data Centre
10 22 (1.34%) Virtual Team
11 21 (1.28%) Cyber Defence
11 21 (1.28%) Cyberattack
12 20 (1.22%) Photography
12 20 (1.22%) Renewable Energy
13 19 (1.16%) Social Network
14 18 (1.10%) Mobile App
14 18 (1.10%) Video Conferencing
Operating Systems
1 132 (8.04%) Linux
2 124 (7.55%) Windows
3 37 (2.25%) Mac OS
4 20 (1.22%) Unix
5 15 (0.91%) Windows Server
6 13 (0.79%) VMS
7 7 (0.43%) Ubuntu
8 5 (0.30%) Windows Server 2012
9 2 (0.12%) CentOS
9 2 (0.12%) Red Hat Enterprise Linux
9 2 (0.12%) Windows Server 2008
9 2 (0.12%) Windows Server 2016
9 2 (0.12%) Windows Server 2019
10 1 (0.061%) Android
10 1 (0.061%) Apple iOS
Processes & Methodologies
1 744 (45.31%) Agile Software Development
2 474 (28.87%) Data Analytics
3 400 (24.36%) Business Intelligence
4 363 (22.11%) DevOps
5 308 (18.76%) Cybersecurity
5 308 (18.76%) Problem-Solving
6 306 (18.64%) Visualisation
7 267 (16.26%) Data Management
8 263 (16.02%) Risk Management
9 258 (15.71%) Data Science
10 256 (15.59%) ETL
11 242 (14.74%) Data Modelling
12 234 (14.25%) Data Analysis
13 214 (13.03%) Computer Science
14 213 (12.97%) CI/CD
15 201 (12.24%) Continuous Improvement
16 199 (12.12%) Artificial Intelligence
17 196 (11.94%) Scrum
18 178 (10.84%) Machine Learning
19 168 (10.23%) Data Visualisation
Programming Languages
1 533 (32.46%) SQL
2 492 (29.96%) Python
3 211 (12.85%) C#
4 198 (12.06%) PowerShell
5 192 (11.69%) JavaScript
6 190 (11.57%) Java
7 137 (8.34%) R
8 104 (6.33%) Scala
9 86 (5.24%) Bash
10 62 (3.78%) T-SQL
11 61 (3.71%) C
12 53 (3.23%) Perl
13 44 (2.68%) Ruby
14 42 (2.56%) PHP
15 36 (2.19%) TypeScript
16 30 (1.83%) C++
17 23 (1.40%) SAS Macro
18 22 (1.34%) VB
19 21 (1.28%) Go
20 18 (1.10%) Data Analysis Expressions (DAX)
Qualifications
1 408 (24.85%) Degree
2 84 (5.12%) Security Cleared
3 74 (4.51%) Microsoft Certification
4 73 (4.45%) SC Cleared
5 67 (4.08%) Cisco Certification
6 65 (3.96%) Computer Science Degree
7 60 (3.65%) CISSP
8 58 (3.53%) (ISC)2 CCSP
9 32 (1.95%) AWS Certification
10 31 (1.89%) Master's Degree
10 31 (1.89%) TOGAF Certification
11 21 (1.28%) GCFA
11 21 (1.28%) GCFE
11 21 (1.28%) GCIA
11 21 (1.28%) GCIH
11 21 (1.28%) SANS
12 20 (1.22%) PMI Certification
13 14 (0.85%) CBAP
13 14 (0.85%) CIPD
14 11 (0.67%) DBS Check
Quality Assurance & Compliance
1 109 (6.64%) QA
2 89 (5.42%) Data Quality
3 78 (4.75%) GDPR
4 23 (1.40%) Accessibility
5 20 (1.22%) Good Clinical Practice
6 18 (1.10%) GRC
7 15 (0.91%) SLA
8 14 (0.85%) WCAG
9 11 (0.67%) COBIT
10 9 (0.55%) CDISC
10 9 (0.55%) ITGC
10 9 (0.55%) NIST
10 9 (0.55%) PMO
11 6 (0.37%) Sarbanes-Oxley
12 4 (0.24%) GxP
13 3 (0.18%) ISO/IEC 27001
13 3 (0.18%) WAI
14 1 (0.061%) Actionable Recommendations
14 1 (0.061%) HIPAA
14 1 (0.061%) IFRS
System Software
1 138 (8.40%) Docker
2 55 (3.35%) Active Directory
3 43 (2.62%) VMware Infrastructure
4 15 (0.91%) Virtual Machines
5 4 (0.24%) Apache ZooKeeper
6 3 (0.18%) Citrix Hypervisor
6 3 (0.18%) Virtual Servers
6 3 (0.18%) VMware Server
7 1 (0.061%) Hyper-V
7 1 (0.061%) IAG
7 1 (0.061%) LXC
Systems Management
1 106 (6.46%) Kubernetes
2 91 (5.54%) Terraform
3 30 (1.83%) Ansible
4 27 (1.64%) Kibana
5 17 (1.04%) Apache Brooklyn
6 15 (0.91%) Grafana
6 15 (0.91%) SCOM
7 13 (0.79%) Jamf Pro
8 12 (0.73%) Opscode Chef
9 11 (0.67%) Opsview
10 8 (0.49%) Computer Emergency Response Teams
10 8 (0.49%) Computer Incident Response Team
11 6 (0.37%) SCCM
12 5 (0.30%) Hadoop YARN
12 5 (0.30%) Microsoft Intune
13 4 (0.24%) Cisco CUCM
14 2 (0.12%) WSUS
15 1 (0.061%) Galera Cluster
15 1 (0.061%) Graylog
15 1 (0.061%) Tivoli Storage Manager
Vendors
1 433 (26.37%) Microsoft
2 199 (12.12%) Databricks
3 148 (9.01%) Google
4 118 (7.19%) Adobe
5 76 (4.63%) Salesforce.com
6 60 (3.65%) Apple
7 52 (3.17%) Palantir
8 47 (2.86%) VMware
9 46 (2.80%) Cognos
10 45 (2.74%) Citrix
11 41 (2.50%) SAP
12 36 (2.19%) MuleSoft
13 31 (1.89%) Informatica
14 27 (1.64%) Oracle
15 25 (1.52%) YouTube
16 23 (1.40%) New Relic
16 23 (1.40%) Splunk
17 17 (1.04%) LexisNexis
18 15 (0.91%) Sophos
19 14 (0.85%) Alteryx