Period
to 6 July 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 6 July 2020 with a comparison to the same period in the previous 2 years.

Analytics
England > South East
6 months to
6 Jul 2020
Same period 2019 Same period 2018
Rank 62 42 71
Rank change year-on-year -20 +29 +16
Permanent jobs citing Analytics 583 1,445 1,320
As % of all permanent jobs advertised in the South East 4.17% 5.37% 4.25%
As % of the Processes & Methodologies category 4.58% 5.88% 4.71%
Number of salaries quoted 436 994 1,072
Median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% -
10th Percentile £34,250 £31,250 £30,000
90th Percentile £86,250 £80,000 £77,500
England median annual salary £62,500 £60,000 £55,000
% change year-on-year +4.17% +9.09% -

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 12,737 24,558 28,044
As % of all permanent IT jobs advertised in the South East 91.18% 91.31% 90.27%
Number of salaries quoted 10,280 19,748 23,325
Median annual salary £50,198 £50,000 £47,500
Median salary % change year-on-year +0.40% +5.26% +5.56%
10th Percentile £31,250 £28,250 £28,000
90th Percentile £77,500 £75,000 £70,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

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 6 July 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 6 July 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 -31 219 £60,000 +9.09% 26
Hampshire -3 175 £50,000 - 12
Berkshire -16 132 £65,000 +12.07% 13
Surrey -4 91 £57,500 +4.55% 3
Oxfordshire -26 53 £52,500 -16.00% 7
Buckinghamshire -34 35 £62,500 +31.58% 6
East Sussex -1 34 £47,500 +5.56% 6
Kent +46 30 £57,500 +21.05%
West Sussex +33 30 £60,000 +20.00% 10
Middlesex +4 2 £50,000 -16.67%
Isle of Wight - 1 £40,000 -
Analytics
England

For the 6 months to 6 July 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.

1 211 (36.19%) SQL
1 211 (36.19%) Data Analytics
2 192 (32.93%) Business Intelligence
3 151 (25.90%) Python
4 142 (24.36%) Agile Software Development
5 129 (22.13%) Analytical Skills
6 117 (20.07%) Azure
6 117 (20.07%) Degree
7 110 (18.87%) Big Data
8 109 (18.70%) Data Analysis
9 104 (17.84%) JavaScript
10 99 (16.98%) SQL Server
11 98 (16.81%) Microsoft
12 97 (16.64%) Visualisation
13 95 (16.30%) ETL
14 94 (16.12%) Data Science
15 91 (15.61%) Finance
16 81 (13.89%) Power BI
16 81 (13.89%) Power Platform
17 79 (13.55%) Tableau
18 75 (12.86%) Machine Learning
19 73 (12.52%) Data Modelling
20 72 (12.35%) Data Warehouse
21 70 (12.01%) DevOps
22 66 (11.32%) Problem-Solving
22 66 (11.32%) Windows
22 66 (11.32%) Google
23 63 (10.81%) Mathematics
24 62 (10.63%) HTML
24 62 (10.63%) Business Analytics

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 45 (7.72%) Apache Spark
2 24 (4.12%) Apache
3 17 (2.92%) Elasticsearch
4 16 (2.74%) SharePoint
5 15 (2.57%) SAS
6 12 (2.06%) Apache Solr
7 9 (1.54%) Jupyter
8 8 (1.37%) CMS
9 7 (1.20%) WordPress
10 6 (1.03%) Apache Pig
11 5 (0.86%) Confluence
12 4 (0.69%) Drupal
13 3 (0.51%) Apache Synapse
13 3 (0.51%) Joomla!
13 3 (0.51%) MS Exchange
14 2 (0.34%) ArcGIS
14 2 (0.34%) OpenStack
15 1 (0.17%) BizTalk Server
15 1 (0.17%) Oracle Application Server
15 1 (0.17%) WebLogic
Applications
1 46 (7.89%) Microsoft Excel
2 27 (4.63%) Microsoft Office
3 11 (1.89%) Microsoft PowerPoint
4 5 (0.86%) Adobe Creative Suite
5 4 (0.69%) MS Visio
6 3 (0.51%) Adobe XD
7 2 (0.34%) Microsoft Project
7 2 (0.34%) S-PLUS
7 2 (0.34%) SPSS
Business Applications
1 6 (1.03%) SAP ERP
2 5 (0.86%) Dynamics CRM
2 5 (0.86%) SAP CRM
2 5 (0.86%) SAP IS-U
3 4 (0.69%) Dynamics NAV
3 4 (0.69%) Magento
4 3 (0.51%) Workday HCM
5 2 (0.34%) SAP IBP
6 1 (0.17%) Adobe Campaign
6 1 (0.17%) Cognos Business Intelligence
6 1 (0.17%) Cognos TM1
6 1 (0.17%) Dynamics AX
6 1 (0.17%) NetSuite
6 1 (0.17%) SAP S/4HANA
6 1 (0.17%) Sparx Enterprise Architect
Cloud Services
1 117 (20.07%) Azure
2 81 (13.89%) Power Platform
3 57 (9.78%) AWS
4 50 (8.58%) Google Analytics
5 35 (6.00%) SaaS
6 27 (4.63%) Azure Data Factory
7 21 (3.60%) Office 365
8 20 (3.43%) GCP
9 19 (3.26%) PaaS
10 14 (2.40%) Serverless
11 12 (2.06%) Cloud Computing
12 11 (1.89%) Azure Machine Learning
12 11 (1.89%) IaaS
13 10 (1.72%) GitHub
13 10 (1.72%) Google Tag Manager
14 8 (1.37%) AdWords
15 7 (1.20%) Azure Active Directory
16 6 (1.03%) Adobe Analytics
16 6 (1.03%) AWS Lambda
16 6 (1.03%) Cortana Intelligence Suite
Communications & Networking
1 22 (3.77%) Firewall
2 13 (2.23%) BGP
3 11 (1.89%) Broadband
3 11 (1.89%) MPLS
3 11 (1.89%) WAN
4 8 (1.37%) VoIP
5 6 (1.03%) DNS
6 4 (0.69%) VPN
7 3 (0.51%) DMZ
7 3 (0.51%) Internet
7 3 (0.51%) Unified Communications
8 2 (0.34%) 802.11
8 2 (0.34%) CTI
8 2 (0.34%) HSRP
8 2 (0.34%) IPsec
8 2 (0.34%) NAS
8 2 (0.34%) Network Security
8 2 (0.34%) OSPF
8 2 (0.34%) SAN
8 2 (0.34%) TCP/IP
Database & Business Intelligence
1 110 (18.87%) Big Data
2 99 (16.98%) SQL Server
3 81 (13.89%) Power BI
4 72 (12.35%) Data Warehouse
5 58 (9.95%) Data Lake
6 50 (8.58%) Hadoop
7 48 (8.23%) SQL Server Integration Services
8 40 (6.86%) SQL Server Reporting Services
9 31 (5.32%) Azure SQL Database
9 31 (5.32%) Relational Database
10 28 (4.80%) Azure SQL Data Warehouse
11 23 (3.95%) Geospatial Data
12 22 (3.77%) MongoDB
13 20 (3.43%) Data Mining
14 18 (3.09%) Apache Cassandra
14 18 (3.09%) SQL Server Analysis Services
15 17 (2.92%) NoSQL
15 17 (2.92%) PostgreSQL
16 15 (2.57%) Neo4j
17 12 (2.06%) KNIME
Development Applications
1 12 (2.06%) Jenkins
2 10 (1.72%) Git (software)
3 8 (1.37%) Team Foundation Server
4 7 (1.20%) Visual Studio
5 6 (1.03%) GoCD
6 5 (0.86%) JIRA
6 5 (0.86%) Sonatype Nexus
7 4 (0.69%) Postman
7 4 (0.69%) Selenium
8 3 (0.51%) Fiddler
8 3 (0.51%) LINQPad
8 3 (0.51%) SpecFlow
8 3 (0.51%) SQL Server Management Studio (SSMS)
8 3 (0.51%) Travis CI
8 3 (0.51%) WebDriver
9 2 (0.34%) Jasmine
9 2 (0.34%) Karma Test Runner
9 2 (0.34%) Visual Studio Code
9 2 (0.34%) webpack
10 1 (0.17%) gulp
General
1 91 (15.61%) Finance
2 59 (10.12%) Marketing
3 30 (5.15%) Telecoms
4 25 (4.29%) Manufacturing
5 22 (3.77%) Pharmaceutical
5 22 (3.77%) Retail
6 19 (3.26%) Legal
7 18 (3.09%) Aerospace
8 13 (2.23%) Public Sector
9 9 (1.54%) Local Government
10 7 (1.20%) Games
11 6 (1.03%) Law
12 5 (0.86%) Military
13 3 (0.51%) Banking
13 3 (0.51%) Police
14 2 (0.34%) Advertising
14 2 (0.34%) Back Office
14 2 (0.34%) Publishing
15 1 (0.17%) Electronics
15 1 (0.17%) Financial Institution
Job Titles
1 113 (19.38%) Analyst
2 103 (17.67%) Developer
3 63 (10.81%) Data Analyst
4 50 (8.58%) Consultant
5 43 (7.38%) Architect
6 35 (6.00%) Data Engineer
7 22 (3.77%) Data Manager
8 21 (3.60%) Senior Analyst
9 19 (3.26%) Data Architect
9 19 (3.26%) Data Consultant
10 18 (3.09%) Data Scientist
10 18 (3.09%) Software Engineer
11 16 (2.74%) Senior Software Engineer
12 15 (2.57%) C# Developer
12 15 (2.57%) Solutions Architect
13 13 (2.23%) Analytics Manager
13 13 (2.23%) Senior Developer
14 12 (2.06%) .NET Developer
14 12 (2.06%) Analytics Consultant
14 12 (2.06%) Technical Consultant
Libraries, Frameworks & Software Standards
1 62 (10.63%) HTML
2 48 (8.23%) .NET
3 42 (7.20%) CSS
4 23 (3.95%) React
5 18 (3.09%) Kafka
6 16 (2.74%) HTML5
6 16 (2.74%) Natural Language Processing
7 15 (2.57%) jQuery
8 11 (1.89%) AngularJS
9 10 (1.72%) Apache NiFi
9 10 (1.72%) REST
9 10 (1.72%) Web Services
10 9 (1.54%) Twitter Bootstrap
11 8 (1.37%) JSON
11 8 (1.37%) Node.js
12 7 (1.20%) .NET Core
12 7 (1.20%) ASP.NET
12 7 (1.20%) Elastic Stack
12 7 (1.20%) Redux
12 7 (1.20%) Spring
Miscellaneous
1 129 (22.13%) Analytical Skills
2 32 (5.49%) Management Information System
2 32 (5.49%) User Experience
3 31 (5.32%) Algorithms
4 25 (4.29%) Enterprise Software
5 20 (3.43%) Self-Motivation
6 19 (3.26%) Data Structures
7 9 (1.54%) Public Cloud
8 8 (1.37%) Virtual Team
9 7 (1.20%) Cyber Defence
9 7 (1.20%) Distributed Denial-of-Service
9 7 (1.20%) Greenfield Project
9 7 (1.20%) Life Science
9 7 (1.20%) Mobile App
10 6 (1.03%) Analytical Mindset
11 5 (0.86%) CCTV
11 5 (0.86%) Data Centre
11 5 (0.86%) Security Operations Centre
12 4 (0.69%) Blog
12 4 (0.69%) EPoS
Operating Systems
1 66 (11.32%) Windows
2 43 (7.38%) Linux
3 24 (4.12%) Windows Server
4 13 (2.23%) Unix
5 12 (2.06%) Windows Server 2016
6 8 (1.37%) Windows 10
7 7 (1.20%) Windows Server 2012
8 5 (0.86%) Windows Server 2019
9 2 (0.34%) CentOS
9 2 (0.34%) Solaris
10 1 (0.17%) Mac OS
10 1 (0.17%) Oracle Linux
10 1 (0.17%) Ubuntu
Processes & Methodologies
1 211 (36.19%) Data Analytics
2 192 (32.93%) Business Intelligence
3 142 (24.36%) Agile Software Development
4 109 (18.70%) Data Analysis
5 97 (16.64%) Visualisation
6 95 (16.30%) ETL
7 94 (16.12%) Data Science
8 75 (12.86%) Machine Learning
9 73 (12.52%) Data Modelling
10 70 (12.01%) DevOps
11 66 (11.32%) Problem-Solving
12 63 (10.81%) Mathematics
13 62 (10.63%) Business Analytics
14 58 (9.95%) Project Management
15 50 (8.58%) Artificial Intelligence
15 50 (8.58%) Data Management
15 50 (8.58%) Decision-Making
16 44 (7.55%) Computer Science
17 39 (6.69%) Software Engineering
18 37 (6.35%) Technical Leadership
Programming Languages
1 211 (36.19%) SQL
2 151 (25.90%) Python
3 104 (17.84%) JavaScript
4 58 (9.95%) Java
5 54 (9.26%) C#
6 39 (6.69%) R
7 36 (6.17%) PowerShell
8 28 (4.80%) C
9 26 (4.46%) C++
10 25 (4.29%) T-SQL
11 22 (3.77%) PHP
12 19 (3.26%) Scala
13 13 (2.23%) Data Analysis Expressions (DAX)
13 13 (2.23%) Perl
14 10 (1.72%) MATLAB
15 9 (1.54%) Bash Shell
16 8 (1.37%) Groovy
16 8 (1.37%) Ruby
16 8 (1.37%) TypeScript
17 5 (0.86%) VBScript
Qualifications
1 117 (20.07%) Degree
2 44 (7.55%) Security Cleared
3 42 (7.20%) SC Cleared
4 17 (2.92%) Computer Science Degree
5 16 (2.74%) PhD
6 14 (2.40%) Cisco Certification
7 13 (2.23%) CCNP
8 12 (2.06%) CCNA
9 11 (1.89%) CISSP
9 11 (1.89%) JNCIP
9 11 (1.89%) JNCIS
10 10 (1.72%) Analytics IQ
10 10 (1.72%) CISM
10 10 (1.72%) JNCIA
10 10 (1.72%) Microsoft Certification
11 8 (1.37%) PMI Certification
12 7 (1.20%) DV Cleared
12 7 (1.20%) Master's Degree
13 6 (1.03%) CEH
13 6 (1.03%) Numerate Degree
Quality Assurance & Compliance
1 52 (8.92%) QA
2 29 (4.97%) Data Quality
3 20 (3.43%) GDPR
4 12 (2.06%) GAAP
5 11 (1.89%) ISO/IEC 27001
6 6 (1.03%) PMO
7 4 (0.69%) NCSC
7 4 (0.69%) WCAG
8 2 (0.34%) MiFID
8 2 (0.34%) SLA
8 2 (0.34%) Solvency II
9 1 (0.17%) Actionable Recommendations
9 1 (0.17%) NIST
System Software
1 19 (3.26%) Active Directory
2 18 (3.09%) Docker
3 9 (1.54%) VMware Infrastructure
4 8 (1.37%) Apache ZooKeeper
5 7 (1.20%) BitLocker
6 4 (0.69%) HDFS
6 4 (0.69%) Hyper-V
7 3 (0.51%) Virtual Machines
8 1 (0.17%) vCloud
Systems Management
1 21 (3.60%) Terraform
2 19 (3.26%) Puppet
3 18 (3.09%) Ansible
4 14 (2.40%) Kubernetes
5 8 (1.37%) Salt
6 6 (1.03%) Opscode Chef
6 6 (1.03%) QRadar
7 5 (0.86%) Kibana
8 3 (0.51%) SCCM
9 1 (0.17%) Docker Swarm
9 1 (0.17%) Grafana
9 1 (0.17%) HP SiteScope
9 1 (0.17%) logstash
9 1 (0.17%) OpenView
9 1 (0.17%) Prometheus
Vendors
1 98 (16.81%) Microsoft
2 79 (13.55%) Tableau
3 66 (11.32%) Google
4 47 (8.06%) Oracle
5 31 (5.32%) Alteryx
6 22 (3.77%) Teradata
7 20 (3.43%) Automation Anywhere
7 20 (3.43%) Blue Prism
7 20 (3.43%) Cadence
7 20 (3.43%) Databricks
7 20 (3.43%) UiPath
8 19 (3.26%) Adobe
9 16 (2.74%) SAP
10 12 (2.06%) Splunk
11 11 (1.89%) Informatica
11 11 (1.89%) Juniper
11 11 (1.89%) Salesforce.com
12 9 (1.54%) Actian
12 9 (1.54%) VMware
13 8 (1.37%) Cisco