Period
to 7 December 2019

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 7 December 2019 with a comparison to the same period in the previous 2 years.

Analytics
England > South East
6 months to
7 Dec 2019
Same period 2018 Same period 2017
Rank 63 62 89
Rank change year-on-year -1 +27 -2
Permanent jobs citing Analytics 1,018 1,270 1,064
As % of all permanent IT jobs advertised in the South East 4.17% 4.47% 3.45%
As % of the Processes & Methodologies category 4.62% 4.89% 3.82%
Number of salaries quoted 760 955 884
South East median annual salary £55,000 £52,500 £47,500
Median salary % change year-on-year +4.76% +10.53% -5.00%
10th Percentile £31,500 £32,500 £29,650
90th Percentile £82,500 £79,500 £70,950
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

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 22,012 25,961 27,868
As % of all permanent IT jobs advertised in the South East 90.26% 91.42% 90.27%
Number of salaries quoted 17,812 21,305 22,918
South East median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £28,500 £28,250 £27,000
90th Percentile £75,000 £72,500 £68,750
England median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% -

Analytics
Job Vacancy Trend in the South East

Job postings citing Analytics as a percentage 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

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytics in the South East.

Salary trend for Analytics in the South East

Analytics
Salary Histogram in the South East

The salary distribution of IT jobs citing Analytics in the South East over the 6 months to 7 December 2019.

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 7 December 2019. 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 -21 440 £60,000 +9.09% 64
Berkshire -16 263 £65,000 +18.18% 27
Hampshire +6 234 £50,000 - 42
Surrey +22 192 £62,500 +13.64% 41
Oxfordshire -13 106 £52,500 -8.70% 20
West Sussex +55 71 £47,500 +18.75% 14
Buckinghamshire +44 71 £58,750 +17.50% 17
East Sussex -14 48 £47,500 -11.21% 4
Kent -17 22 £50,000 - 7
Middlesex -7 5 £60,000 -14.29%
M4 Corridor - 1 £102,500 -
Home Counties - 1 - -
Analytics
England

For the 6 months to 7 December 2019, 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.

1 337 (33.10%) Agile Software Development
2 299 (29.37%) Data Analytics
3 256 (25.15%) SQL
4 223 (21.91%) Business Intelligence
5 201 (19.74%) Python
6 195 (19.16%) Finance
7 188 (18.47%) Degree
8 167 (16.40%) Microsoft
9 163 (16.01%) Azure
10 148 (14.54%) Marketing
11 145 (14.24%) Java
12 143 (14.05%) AWS
13 139 (13.65%) Machine Learning
13 139 (13.65%) Analytical Skills
14 137 (13.46%) JavaScript
15 134 (13.16%) SQL Server
16 133 (13.06%) Big Data
17 131 (12.87%) Problem-Solving
18 112 (11.00%) Data Management
19 111 (10.90%) .NET
20 110 (10.81%) Windows
21 109 (10.71%) C#
21 109 (10.71%) Visualisation
22 105 (10.31%) Power Platform
22 105 (10.31%) Power BI
23 103 (10.12%) Git (software)
24 102 (10.02%) Mathematics
24 102 (10.02%) Google
25 99 (9.72%) DevOps
26 97 (9.53%) User Experience

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 76 (7.47%) Apache Spark
2 42 (4.13%) Apache
3 36 (3.54%) SAS
4 32 (3.14%) Elasticsearch
5 26 (2.55%) CMS
6 19 (1.87%) Confluence
7 16 (1.57%) Tomcat
8 13 (1.28%) Apache Solr
8 13 (1.28%) Oracle Workflow
9 12 (1.18%) Smallworld
10 10 (0.98%) SharePoint
11 9 (0.88%) JBoss
12 8 (0.79%) WordPress
13 6 (0.59%) Drupal
13 6 (0.59%) Sitefinity
14 5 (0.49%) ArcGIS
15 4 (0.39%) EPiServer
15 4 (0.39%) IIS
15 4 (0.39%) Skype for Business
16 2 (0.20%) WebLogic
Applications
1 61 (5.99%) Microsoft Excel
2 45 (4.42%) Microsoft Office
3 13 (1.28%) Microsoft PowerPoint
4 9 (0.88%) Photoshop
4 9 (0.88%) Sketch
5 6 (0.59%) Microsoft Project
5 6 (0.59%) MS Visio
6 5 (0.49%) GNU Octave
6 5 (0.49%) SPSS
7 4 (0.39%) Spreadsheet
7 4 (0.39%) Stata
8 3 (0.29%) InVision
9 2 (0.20%) Adobe Creative Suite
10 1 (0.098%) Adobe Illustrator
10 1 (0.098%) Chatbot
10 1 (0.098%) Marvel
10 1 (0.098%) Zeplin
Business Applications
1 5 (0.49%) Cognos TM1
2 4 (0.39%) BusinessWorks
2 4 (0.39%) Salesforce.com CRM
3 3 (0.29%) Dynamics CRM
3 3 (0.29%) Magento
4 2 (0.20%) Adobe Campaign
4 2 (0.20%) Dynamics GP
4 2 (0.20%) SAP S/4HANA
5 1 (0.098%) Cognos Business Intelligence
5 1 (0.098%) HFM
5 1 (0.098%) Hyperion Planning
5 1 (0.098%) SAP BPC
5 1 (0.098%) SAP CRM
5 1 (0.098%) SAP ERP
5 1 (0.098%) SAP HCM
5 1 (0.098%) SAP Hybris
Cloud Services
1 163 (16.01%) Azure
2 143 (14.05%) AWS
3 105 (10.31%) Power Platform
4 95 (9.33%) Google Analytics
5 66 (6.48%) SaaS
6 33 (3.24%) Dynamics 365
7 31 (3.05%) PaaS
8 29 (2.85%) IaaS
9 26 (2.55%) Serverless
10 25 (2.46%) Adobe Analytics
11 24 (2.36%) GCP
11 24 (2.36%) Office 365
12 22 (2.16%) Azure Data Factory
13 21 (2.06%) Cloud Computing
14 15 (1.47%) Amazon S3
15 14 (1.38%) AWS Lambda
16 13 (1.28%) Data Lake Analytics
17 11 (1.08%) Amazon EC2
18 9 (0.88%) Amazon Cognito
19 7 (0.69%) AdWords
Communications & Networking
1 21 (2.06%) Firewall
2 19 (1.87%) Internet
3 18 (1.77%) DNS
4 17 (1.67%) TCP/IP
5 12 (1.18%) Bluetooth
5 12 (1.18%) Wireless
6 10 (0.98%) DHCP
7 8 (0.79%) SSL
8 7 (0.69%) DMZ
9 5 (0.49%) Cisco ASA
9 5 (0.49%) VoIP
9 5 (0.49%) Wireshark
10 4 (0.39%) HTTP
10 4 (0.39%) Intrusion Detection
10 4 (0.39%) PSTN
10 4 (0.39%) Skype
10 4 (0.39%) SMTP
10 4 (0.39%) VPN
11 3 (0.29%) Unified Communications
11 3 (0.29%) WAN
Database & Business Intelligence
1 134 (13.16%) SQL Server
2 133 (13.06%) Big Data
3 105 (10.31%) Power BI
4 83 (8.15%) Data Warehouse
5 69 (6.78%) NoSQL
6 63 (6.19%) Hadoop
7 54 (5.30%) Data Lake
8 45 (4.42%) SQL Server Integration Services
9 42 (4.13%) Relational Database
10 33 (3.24%) Apache Cassandra
11 30 (2.95%) MongoDB
12 28 (2.75%) Data Mining
12 28 (2.75%) MySQL
13 26 (2.55%) QlikView
14 25 (2.46%) SQL Server Reporting Services
15 24 (2.36%) PostgreSQL
16 20 (1.96%) GIS
17 17 (1.67%) Geospatial Data
17 17 (1.67%) SAP HANA
18 16 (1.57%) Amazon DynamoDB
Development Applications
1 103 (10.12%) Git (software)
2 61 (5.99%) Visual Studio
3 46 (4.52%) Team Foundation Server
4 42 (4.13%) WiX
5 41 (4.03%) JIRA
6 27 (2.65%) Jenkins
7 17 (1.67%) Visual Studio Team System
8 7 (0.69%) Axure RP
9 6 (0.59%) Crashlytics
9 6 (0.59%) Mockito
10 5 (0.49%) Atlassian Bamboo
10 5 (0.49%) Maven
10 5 (0.49%) Mocha
11 4 (0.39%) Selenium
12 3 (0.29%) CircleCI
12 3 (0.29%) Spinnaker
12 3 (0.29%) TeamCity
13 2 (0.20%) Octopus Deploy
13 2 (0.20%) Sonatype Nexus
13 2 (0.20%) webpack
General
1 195 (19.16%) Finance
2 148 (14.54%) Marketing
3 61 (5.99%) Telecoms
4 46 (4.52%) Retail
5 33 (3.24%) Public Sector
6 25 (2.46%) Manufacturing
7 19 (1.87%) Electronics
8 14 (1.38%) Games
9 13 (1.28%) Legal
10 9 (0.88%) Aerospace
10 9 (0.88%) Back Office
11 8 (0.79%) Pharmaceutical
12 6 (0.59%) Publishing
13 5 (0.49%) Automotive
13 5 (0.49%) Banking
13 5 (0.49%) Billing
14 4 (0.39%) German Language
14 4 (0.39%) Law
14 4 (0.39%) Military
15 2 (0.20%) French Language
Job Titles
1 219 (21.51%) Developer
2 187 (18.37%) Analyst
3 103 (10.12%) Architect
4 65 (6.39%) Senior Developer
5 54 (5.30%) Data Analyst
5 54 (5.30%) Software Developer
6 47 (4.62%) Data Architect
7 40 (3.93%) Data Engineer
8 39 (3.83%) Consultant
9 38 (3.73%) Java Developer
10 37 (3.63%) Solutions Architect
11 31 (3.05%) C# Developer
11 31 (3.05%) Senior Java Developer
12 30 (2.95%) Data Scientist
13 29 (2.85%) Senior Manager
14 28 (2.75%) Lead Developer
14 28 (2.75%) Software Engineer
15 27 (2.65%) Digital Analyst
15 27 (2.65%) Senior Analyst
16 26 (2.55%) Product Manager
Libraries, Frameworks & Software Standards
1 111 (10.90%) .NET
2 86 (8.45%) AngularJS
3 83 (8.15%) HTML
4 79 (7.76%) jQuery
5 73 (7.17%) React
6 55 (5.40%) CSS
6 55 (5.40%) XML
7 50 (4.91%) Ajax
7 50 (4.91%) KnockoutJS
7 50 (4.91%) Twitter Bootstrap
8 45 (4.42%) WCF
9 44 (4.32%) ASP.NET Web API
10 40 (3.93%) Node.js
11 39 (3.83%) JSON
12 35 (3.44%) Web Services
13 29 (2.85%) HTML5
14 28 (2.75%) REST
15 23 (2.26%) Natural Language Processing
15 23 (2.26%) Spring
16 22 (2.16%) Kafka
Miscellaneous
1 139 (13.65%) Analytical Skills
2 97 (9.53%) User Experience
3 66 (6.48%) Management Information System
4 46 (4.52%) Video Conferencing
5 41 (4.03%) Algorithms
6 37 (3.63%) Social Media
7 35 (3.44%) Virtual Team
8 29 (2.85%) Greenfield Project
9 28 (2.75%) Self-Motivation
10 27 (2.65%) Public Cloud
11 26 (2.55%) Enterprise Software
12 23 (2.26%) Driving Licence
13 21 (2.06%) Data Structures
14 20 (1.96%) Video on Demand
15 17 (1.67%) Private Cloud
16 16 (1.57%) CUDA
17 15 (1.47%) Data Centre
18 14 (1.38%) Digital Media
19 12 (1.18%) Mobile App
20 11 (1.08%) FMCG
Operating Systems
1 110 (10.81%) Windows
2 78 (7.66%) Linux
3 30 (2.95%) Android
4 21 (2.06%) Apple iOS
4 21 (2.06%) Windows Server
5 9 (0.88%) Windows Server 2008
6 6 (0.59%) Red Hat Enterprise Linux
6 6 (0.59%) Windows Server 2012
7 5 (0.49%) Windows 10
8 4 (0.39%) CentOS
9 1 (0.098%) Mac OS
9 1 (0.098%) Unix
9 1 (0.098%) VMS
9 1 (0.098%) Windows 7
9 1 (0.098%) Windows Server 2003
Processes & Methodologies
1 337 (33.10%) Agile Software Development
2 299 (29.37%) Data Analytics
3 223 (21.91%) Business Intelligence
4 139 (13.65%) Machine Learning
5 131 (12.87%) Problem-Solving
6 112 (11.00%) Data Management
7 109 (10.71%) Visualisation
8 102 (10.02%) Mathematics
9 99 (9.72%) DevOps
10 95 (9.33%) Project Management
11 94 (9.23%) Data Science
12 89 (8.74%) Data Analysis
13 87 (8.55%) Artificial Intelligence
14 82 (8.06%) ETL
15 79 (7.76%) Computer Science
16 73 (7.17%) Scrum
17 69 (6.78%) Data Modelling
18 68 (6.68%) E-Commerce
19 67 (6.58%) Web Development
20 64 (6.29%) Decision-Making
Programming Languages
1 256 (25.15%) SQL
2 201 (19.74%) Python
3 145 (14.24%) Java
4 137 (13.46%) JavaScript
5 109 (10.71%) C#
6 67 (6.58%) R
7 58 (5.70%) PowerShell
8 41 (4.03%) C++
9 34 (3.34%) C
10 26 (2.55%) PHP
11 25 (2.46%) T-SQL
12 23 (2.26%) Scala
13 20 (1.96%) Bash Shell
14 18 (1.77%) VBA
15 16 (1.57%) MATLAB
16 15 (1.47%) Java 8
16 15 (1.47%) Perl
17 12 (1.18%) VB
18 10 (0.98%) TypeScript
19 8 (0.79%) Kotlin
Qualifications
1 188 (18.47%) Degree
2 56 (5.50%) Security Cleared
3 46 (4.52%) SC Cleared
4 34 (3.34%) DV Cleared
5 28 (2.75%) Computer Science Degree
6 11 (1.08%) Master's Degree
6 11 (1.08%) Numerate Degree
7 9 (0.88%) PhD
7 9 (0.88%) PMI Certification
8 7 (0.69%) PMP
9 6 (0.59%) Microsoft Certification
9 6 (0.59%) PRINCE2 Certification
10 5 (0.49%) Analytics IQ
10 5 (0.49%) CEH
10 5 (0.49%) CISM
10 5 (0.49%) CISSP
11 4 (0.39%) CBAP
11 4 (0.39%) CISA
11 4 (0.39%) MBA
11 4 (0.39%) OSCP
Quality Assurance & Compliance
1 66 (6.48%) Data Quality
2 60 (5.89%) QA
3 28 (2.75%) GDPR
4 15 (1.47%) PMO
5 9 (0.88%) SLA
6 8 (0.79%) ISO/IEC 27001
7 4 (0.39%) PCI DSS
8 3 (0.29%) Sarbanes-Oxley
9 1 (0.098%) Actionable Recommendations
9 1 (0.098%) Cyber Essentials
9 1 (0.098%) IFRS
9 1 (0.098%) ISO/IEC 20000
9 1 (0.098%) NIST
9 1 (0.098%) PSD2
System Software
1 54 (5.30%) Docker
2 19 (1.87%) Active Directory
3 13 (1.28%) vCloud
4 10 (0.98%) Apache ZooKeeper
5 9 (0.88%) Virtual Machines
6 7 (0.69%) Firmware
6 7 (0.69%) VMware Infrastructure
7 2 (0.20%) BitLocker
7 2 (0.20%) Hyper-V
7 2 (0.20%) NFS
Systems Management
1 37 (3.63%) Ansible
2 33 (3.24%) Kubernetes
3 25 (2.46%) Terraform
4 20 (1.96%) Puppet
5 13 (1.28%) vCenter Server
6 10 (0.98%) Salt
7 5 (0.49%) BMC PATROL
7 5 (0.49%) Opscode Chef
7 5 (0.49%) QRadar
8 4 (0.39%) Nagios
8 4 (0.39%) Single Sign-On
8 4 (0.39%) TIBCO Hawk
9 3 (0.29%) Docker Swarm
9 3 (0.29%) Hadoop YARN
10 2 (0.20%) Grafana
10 2 (0.20%) Kibana
10 2 (0.20%) Microsoft Intune
10 2 (0.20%) Prometheus
10 2 (0.20%) SCCM
10 2 (0.20%) SCOM
Vendors
1 167 (16.40%) Microsoft
2 102 (10.02%) Google
3 68 (6.68%) Tableau
4 64 (6.29%) Oracle
5 51 (5.01%) SAP
6 38 (3.73%) Adobe
7 33 (3.24%) Salesforce.com
8 29 (2.85%) IBM
9 26 (2.55%) VMware
10 20 (1.96%) ServiceNow
11 18 (1.77%) Informatica
12 16 (1.57%) Cognos
13 15 (1.47%) AppDynamics
14 12 (1.18%) Ensighten
14 12 (1.18%) Tealium
15 11 (1.08%) Splunk
16 10 (0.98%) Cisco
16 10 (0.98%) Databricks
16 10 (0.98%) Hotjar
17 9 (0.88%) LogRhythm