Period
to 30 September 2020

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 September 2020 with a comparison to the same period in the previous 2 years.

Analytics
England > South East
6 months to
30 Sep 2020
Same period 2019 Same period 2018
Rank 78 60 75
Rank change year-on-year -18 +15 +22
Permanent jobs citing Analytics 293 1,180 1,163
As % of all permanent jobs advertised in the South East 3.69% 4.61% 4.00%
As % of the Processes & Methodologies category 4.03% 5.07% 4.42%
Number of salaries quoted 255 925 968
Median annual salary £55,000 £52,500 £52,500
Median salary % change year-on-year +4.76% - +5.00%
10th Percentile £31,250 £31,500 £31,250
90th Percentile £80,000 £82,500 £77,500
England median annual salary £62,500 £59,000 £55,000
% change year-on-year +5.93% +7.27% -

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 7,270 23,258 26,316
As % of all permanent IT jobs advertised in the South East 91.53% 90.78% 90.51%
Number of salaries quoted 5,928 18,597 21,747
Median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £32,000 £28,000 £28,500
90th Percentile £75,000 £75,000 £71,250
England median annual salary £57,500 £52,500 £51,000
% change year-on-year +9.52% +2.94% +2.00%

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 September 2020.

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 September 2020. 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
Job
Vacancies
Thames Valley -22 118 £55,000 -4.35% 29
Berkshire -12 70 £60,000 -4.00% 15
Hampshire +9 66 £50,500 +1.00% 7
Surrey -3 50 £62,500 - 4
Oxfordshire -12 28 £55,000 -8.33% 1
East Sussex +37 24 £54,366 +14.46% 9
Buckinghamshire -4 21 £55,000 +15.79% 13
West Sussex +14 18 £75,000 +76.47% 11
Kent +36 10 £31,750 -29.44% 2
Middlesex +5 2 £50,000 -2.44% 1
Analytics
England

For the 6 months to 30 September 2020, 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.

1 117 (39.93%) Data Analytics
2 94 (32.08%) Agile Software Development
3 87 (29.69%) SQL
4 85 (29.01%) Azure
5 84 (28.67%) Business Intelligence
6 70 (23.89%) Python
7 63 (21.50%) Visualisation
8 61 (20.82%) Big Data
9 59 (20.14%) JavaScript
10 52 (17.75%) Finance
11 50 (17.06%) Microsoft
12 46 (15.70%) Data Modelling
13 45 (15.36%) SaaS
14 43 (14.68%) Machine Learning
14 43 (14.68%) Degree
14 43 (14.68%) Analytical Skills
14 43 (14.68%) Power Platform
15 42 (14.33%) DevOps
15 42 (14.33%) Power BI
16 37 (12.63%) Data Science
16 37 (12.63%) Scrum
17 36 (12.29%) Data Warehouse
18 34 (11.60%) Decision-Making
19 33 (11.26%) Data Visualisation
20 32 (10.92%) Data Analysis
21 31 (10.58%) SQL Server
22 29 (9.90%) C#
22 29 (9.90%) .NET
22 29 (9.90%) Tableau
23 28 (9.56%) AWS

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 20 (6.83%) Apache Spark
2 13 (4.44%) Confluence
3 11 (3.75%) Apache
4 9 (3.07%) CMS
5 8 (2.73%) SAS
6 6 (2.05%) Adobe Experience Manager
7 5 (1.71%) Elasticsearch
8 4 (1.37%) Apache Pig
8 4 (1.37%) IIS
8 4 (1.37%) MS Exchange
8 4 (1.37%) SharePoint
9 2 (0.68%) Tomcat
10 1 (0.34%) Apache Synapse
10 1 (0.34%) BizTalk Server
10 1 (0.34%) Cloud Foundry
10 1 (0.34%) Jupyter
10 1 (0.34%) OpenStack
10 1 (0.34%) WordPress
Applications
1 26 (8.87%) Microsoft Excel
2 8 (2.73%) Microsoft Office
3 6 (2.05%) Microsoft PowerPoint
4 4 (1.37%) Adobe Creative Suite
4 4 (1.37%) MS Visio
5 2 (0.68%) Adobe Illustrator
5 2 (0.68%) Adobe XD
5 2 (0.68%) Photoshop
5 2 (0.68%) S-PLUS
6 1 (0.34%) Chatbot
6 1 (0.34%) InVision
6 1 (0.34%) Microsoft Project
6 1 (0.34%) Sketch
Business Applications
1 3 (1.02%) SAP Hybris
2 2 (0.68%) Dynamics CRM
2 2 (0.68%) Dynamics NAV
3 1 (0.34%) Adobe Campaign
3 1 (0.34%) Eloqua
3 1 (0.34%) Magento
3 1 (0.34%) SAP CRM
3 1 (0.34%) SAP ERP
3 1 (0.34%) SAP IS-U
3 1 (0.34%) Workfront
Cloud Services
1 85 (29.01%) Azure
2 45 (15.36%) SaaS
3 43 (14.68%) Power Platform
4 28 (9.56%) AWS
5 22 (7.51%) PaaS
6 20 (6.83%) Google Analytics
7 13 (4.44%) Office 365
8 12 (4.10%) IaaS
9 11 (3.75%) Azure Data Factory
10 8 (2.73%) Azure Active Directory
10 8 (2.73%) Serverless
11 7 (2.39%) Google Tag Manager
12 6 (2.05%) Adobe Analytics
13 5 (1.71%) AWS Lambda
13 5 (1.71%) Azure Machine Learning
13 5 (1.71%) GCP
14 4 (1.37%) Amazon S3
14 4 (1.37%) Azure ExpressRoute
14 4 (1.37%) Cortana Intelligence Suite
14 4 (1.37%) GitHub
Communications & Networking
1 14 (4.78%) Firewall
2 7 (2.39%) WAN
3 6 (2.05%) DNS
3 6 (2.05%) VoIP
4 5 (1.71%) BGP
4 5 (1.71%) Broadband
4 5 (1.71%) MPLS
5 4 (1.37%) VPN
6 2 (0.68%) DHCP
6 2 (0.68%) DMZ
6 2 (0.68%) FTP
6 2 (0.68%) Intranet
6 2 (0.68%) LAN
6 2 (0.68%) Network Security
6 2 (0.68%) Remote Desktop
7 1 (0.34%) AMQP
7 1 (0.34%) Internet
7 1 (0.34%) Intrusion Detection
7 1 (0.34%) MQTT
Database & Business Intelligence
1 61 (20.82%) Big Data
2 42 (14.33%) Power BI
3 36 (12.29%) Data Warehouse
4 31 (10.58%) SQL Server
5 20 (6.83%) Hadoop
6 19 (6.48%) Data Lake
7 17 (5.80%) SQL Server Integration Services
8 16 (5.46%) Azure SQL Database
9 13 (4.44%) SQL Server Analysis Services
9 13 (4.44%) SQL Server Reporting Services
10 12 (4.10%) Azure SQL Data Warehouse
10 12 (4.10%) Geospatial Data
11 9 (3.07%) Apache Hive
11 9 (3.07%) NoSQL
12 8 (2.73%) Cosmos DB
12 8 (2.73%) MySQL
13 7 (2.39%) Qlik Sense
13 7 (2.39%) Snowflake Schema
14 6 (2.05%) PostgreSQL
14 6 (2.05%) Relational Database
Development Applications
1 20 (6.83%) JIRA
2 10 (3.41%) Git (software)
2 10 (3.41%) Visual Studio
3 7 (2.39%) Jenkins
4 5 (1.71%) Selenium
5 4 (1.37%) Karma Test Runner
6 3 (1.02%) SpecFlow
6 3 (1.02%) WebDriver
7 2 (0.68%) Artifactory
7 2 (0.68%) Bitbucket
7 2 (0.68%) GoCD
7 2 (0.68%) Gradle
7 2 (0.68%) Jasmine
7 2 (0.68%) Maven
7 2 (0.68%) Visual Studio Code
7 2 (0.68%) Visual Website Optimizer
7 2 (0.68%) webpack
8 1 (0.34%) CircleCI
8 1 (0.34%) Sonatype Nexus
8 1 (0.34%) Team Foundation Server
General
1 52 (17.75%) Finance
2 26 (8.87%) Marketing
3 16 (5.46%) Pharmaceutical
4 11 (3.75%) Telecoms
5 10 (3.41%) Manufacturing
5 10 (3.41%) Public Sector
6 8 (2.73%) Games
7 7 (2.39%) Electronics
8 5 (1.71%) Aerospace
8 5 (1.71%) Local Government
8 5 (1.71%) Retail
9 4 (1.37%) Legal
10 3 (1.02%) Billing
11 2 (0.68%) Automotive
11 2 (0.68%) French Language
11 2 (0.68%) German Language
11 2 (0.68%) Korean Language
11 2 (0.68%) Law
11 2 (0.68%) Police
11 2 (0.68%) Spanish Language
Job Titles
1 56 (19.11%) Analyst
2 54 (18.43%) Developer
3 29 (9.90%) Architect
4 22 (7.51%) Data Analyst
4 22 (7.51%) Data Engineer
5 17 (5.80%) Consultant
5 17 (5.80%) Senior Analyst
6 16 (5.46%) Solutions Architect
7 11 (3.75%) Data Manager
8 10 (3.41%) Business Analyst
8 10 (3.41%) Data Consultant
8 10 (3.41%) Scrum Master
9 9 (3.07%) Data Scientist
9 9 (3.07%) Delivery Manager
9 9 (3.07%) Senior Manager
10 8 (2.73%) Analytics Manager
10 8 (2.73%) Business Intelligence Developer
10 8 (2.73%) DevOps Engineer
10 8 (2.73%) Enterprise Architect
10 8 (2.73%) Front End Developer (Client-Side Developer)
Libraries, Frameworks & Software Standards
1 29 (9.90%) .NET
2 28 (9.56%) HTML
3 23 (7.85%) CSS
4 16 (5.46%) Web Services
5 14 (4.78%) JSON
6 11 (3.75%) jQuery
7 10 (3.41%) React
8 9 (3.07%) XML
9 8 (2.73%) .NET Core
9 8 (2.73%) Kafka
10 7 (2.39%) Twitter Bootstrap
11 6 (2.05%) ASP.NET
12 5 (1.71%) AngularJS
12 5 (1.71%) RESTful
13 4 (1.37%) Apache NiFi
13 4 (1.37%) ASP.NET Web Forms
13 4 (1.37%) Natural Language Processing
13 4 (1.37%) Pandas
13 4 (1.37%) REST
14 3 (1.02%) SAML
Miscellaneous
1 43 (14.68%) Analytical Skills
2 22 (7.51%) User Experience
3 15 (5.12%) Algorithms
4 13 (4.44%) Self-Motivation
5 12 (4.10%) Mobile App
6 9 (3.07%) Blog
7 7 (2.39%) Data Structures
7 7 (2.39%) Management Information System
7 7 (2.39%) Public Cloud
8 6 (2.05%) Enterprise Software
8 6 (2.05%) Life Science
9 5 (1.71%) Driving Licence
10 4 (1.37%) Social Media
10 4 (1.37%) Video Conferencing
11 3 (1.02%) Fibre Optics
12 2 (0.68%) Cyber Defence
12 2 (0.68%) Data Centre
12 2 (0.68%) Distributed Denial-of-Service
12 2 (0.68%) Greenfield Project
12 2 (0.68%) Over-the-Top Content
Operating Systems
1 19 (6.48%) Windows
1 19 (6.48%) Windows Server
2 16 (5.46%) Linux
3 10 (3.41%) Windows Server 2016
4 8 (2.73%) Windows Server 2019
5 6 (2.05%) Windows Server 2012
6 2 (0.68%) Windows 10
7 1 (0.34%) CentOS
7 1 (0.34%) Mac OS
7 1 (0.34%) Unix
Processes & Methodologies
1 117 (39.93%) Data Analytics
2 94 (32.08%) Agile Software Development
3 84 (28.67%) Business Intelligence
4 63 (21.50%) Visualisation
5 46 (15.70%) Data Modelling
6 43 (14.68%) Machine Learning
7 42 (14.33%) DevOps
8 37 (12.63%) Data Science
8 37 (12.63%) Scrum
9 34 (11.60%) Decision-Making
10 33 (11.26%) Data Visualisation
11 32 (10.92%) Data Analysis
12 28 (9.56%) Computer Science
13 27 (9.22%) Artificial Intelligence
13 27 (9.22%) ETL
13 27 (9.22%) Mathematics
14 25 (8.53%) Problem-Solving
15 24 (8.19%) Project Management
16 22 (7.51%) Software Engineering
17 21 (7.17%) Continuous Integration
Programming Languages
1 87 (29.69%) SQL
2 70 (23.89%) Python
3 59 (20.14%) JavaScript
4 29 (9.90%) C#
5 22 (7.51%) R
6 18 (6.14%) PowerShell
6 18 (6.14%) T-SQL
7 16 (5.46%) Java
8 11 (3.75%) PHP
9 7 (2.39%) C++
10 6 (2.05%) Scala
10 6 (2.05%) TypeScript
11 5 (1.71%) VB.NET
12 4 (1.37%) Rust
13 3 (1.02%) C
13 3 (1.02%) Data Analysis Expressions (DAX)
13 3 (1.02%) Go
14 2 (0.68%) Bash Shell
14 2 (0.68%) ES6
14 2 (0.68%) Perl
Qualifications
1 43 (14.68%) Degree
2 9 (3.07%) Computer Science Degree
3 6 (2.05%) Cisco Certification
3 6 (2.05%) Security Cleared
4 5 (1.71%) CCNA
4 5 (1.71%) CCNP
4 5 (1.71%) JNCIP
4 5 (1.71%) JNCIS
4 5 (1.71%) Microsoft Certification
4 5 (1.71%) SC Cleared
5 4 (1.37%) JNCIA
6 3 (1.02%) CISM
6 3 (1.02%) CISSP
6 3 (1.02%) PhD
7 2 (0.68%) CESG Certified Professional
7 2 (0.68%) CISA
7 2 (0.68%) CRISC
7 2 (0.68%) ITIL Certification
7 2 (0.68%) Master's Degree
7 2 (0.68%) Numerate Degree
Quality Assurance & Compliance
1 12 (4.10%) QA
2 9 (3.07%) GDPR
3 8 (2.73%) SLA
4 4 (1.37%) Data Quality
5 3 (1.02%) PMO
6 2 (0.68%) ISO 9001
6 2 (0.68%) ISO/IEC 27001
6 2 (0.68%) NCSC
7 1 (0.34%) NIST
System Software
1 14 (4.78%) Docker
2 10 (3.41%) Active Directory
3 6 (2.05%) VMware Infrastructure
4 4 (1.37%) Hyper-V
4 4 (1.37%) Virtual Machines
5 1 (0.34%) Firmware
5 1 (0.34%) vCloud
Systems Management
1 11 (3.75%) Kubernetes
2 8 (2.73%) Ansible
3 6 (2.05%) Terraform
4 5 (1.71%) Puppet
5 2 (0.68%) Kibana
6 1 (0.34%) HP SiteScope
6 1 (0.34%) logstash
6 1 (0.34%) Microsoft Intune
6 1 (0.34%) OpenView
6 1 (0.34%) Opscode Chef
6 1 (0.34%) SCCM
Vendors
1 50 (17.06%) Microsoft
2 29 (9.90%) Tableau
3 28 (9.56%) Google
4 18 (6.14%) Databricks
5 16 (5.46%) Adobe
6 13 (4.44%) Oracle
7 9 (3.07%) SAP
8 7 (2.39%) Cisco
9 6 (2.05%) VMware
10 5 (1.71%) Juniper
10 5 (1.71%) MicroStrategy
10 5 (1.71%) ServiceNow
11 4 (1.37%) Hortonworks
11 4 (1.37%) Splunk
12 3 (1.02%) Citrix
12 3 (1.02%) Cognos
12 3 (1.02%) hybris
12 3 (1.02%) Salesforce.com
12 3 (1.02%) Sitecore
13 2 (0.68%) Red Hat