Period
to 27 May 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 27 May 2019 with a comparison to the same period in the previous 2 years.

Analytics
England > South East
6 months to
27 May 2019
Same period 2018 Same period 2017
Rank 50 70 90
Rank change year-on-year +20 +20 +7
Permanent jobs citing Analytics 1,340 1,286 933
As % of all permanent IT jobs advertised in the South East 5.14% 4.24% 3.19%
As % of the Processes & Methodologies category 5.64% 4.73% 3.60%
Number of salaries quoted 857 990 749
South East median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - -
10th Percentile £31,250 £30,000 £29,800
90th Percentile £78,750 £80,000 £70,000
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 23,758 27,207 25,952
As % of all permanent IT jobs advertised in the South East 91.09% 89.71% 88.79%
Number of salaries quoted 19,082 22,538 21,394
South East median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - -
10th Percentile £28,000 £27,500 £27,000
90th Percentile £73,750 £70,000 £67,500
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

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 27 May 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 27 May 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 +12 658 £55,000 - 53
Berkshire +19 348 £60,000 +4.35% 33
Hampshire +33 341 £55,000 +22.22% 21
Surrey 0 188 £52,500 +3.14% 14
Oxfordshire +11 171 £63,000 +26.00% 11
Buckinghamshire +18 139 £47,500 - 9
East Sussex +8 65 £45,000 +12.50% 5
West Sussex -24 29 £45,000 +13.92% 3
Kent +17 22 £47,500 +10.09% 7
Middlesex +19 7 £57,500 -11.54%
Sussex +26 2 £60,000 +93.55%
Analytics
England

For the 6 months to 27 May 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.

1 478 (35.67%) Agile Software Development
2 430 (32.09%) Data Analytics
3 385 (28.73%) Business Intelligence
4 337 (25.15%) SQL
5 325 (24.25%) Python
6 272 (20.30%) Degree
7 267 (19.93%) Java
8 257 (19.18%) DevOps
9 244 (18.21%) Analytical Skills
10 224 (16.72%) Software Engineering
11 220 (16.42%) Finance
12 215 (16.04%) JavaScript
13 211 (15.75%) Microsoft
14 191 (14.25%) Marketing
15 190 (14.18%) Amazon AWS
16 185 (13.81%) Security Cleared
17 175 (13.06%) C#
18 174 (12.99%) Computer Science
18 174 (12.99%) Problem-Solving
19 171 (12.76%) C++
20 169 (12.61%) Linux
20 169 (12.61%) Artificial Intelligence
21 168 (12.54%) Data Warehouse
22 167 (12.46%) Microsoft Azure
23 160 (11.94%) Mathematics
24 158 (11.79%) Visualisation
25 156 (11.64%) Data Science
26 155 (11.57%) Power BI
26 155 (11.57%) Power Platform
27 151 (11.27%) SQL Server

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 75 (5.60%) Apache Spark
2 51 (3.81%) SAS
3 30 (2.24%) Apache
4 24 (1.79%) Elasticsearch
5 19 (1.42%) Confluence
6 17 (1.27%) SharePoint
7 14 (1.04%) Apache Pig
8 13 (0.97%) Skype for Business
8 13 (0.97%) Tomcat
9 10 (0.75%) CMS
10 9 (0.67%) BizTalk Server
11 8 (0.60%) Oracle Workflow
12 5 (0.37%) Apache Solr
12 5 (0.37%) Oracle SOA Suite
12 5 (0.37%) WebLogic
12 5 (0.37%) WebLogic Portal
13 4 (0.30%) Cloud Foundry
13 4 (0.30%) JBoss
14 3 (0.22%) Documentum
14 3 (0.22%) LiveLink
Applications
1 84 (6.27%) Microsoft Excel
2 55 (4.10%) Microsoft Office
3 30 (2.24%) Microsoft PowerPoint
4 29 (2.16%) Fireworks
5 13 (0.97%) Spreadsheet
6 11 (0.82%) MS Visio
7 8 (0.60%) Sketch
8 5 (0.37%) Microsoft Project
9 4 (0.30%) InVision
9 4 (0.30%) SPSS
10 3 (0.22%) Adobe Illustrator
10 3 (0.22%) Stata
11 2 (0.15%) Adobe After Effects
11 2 (0.15%) Photoshop
12 1 (0.075%) Adobe Premiere
12 1 (0.075%) CPLEX
12 1 (0.075%) Simulink
12 1 (0.075%) UXPin
Business Applications
1 35 (2.61%) SAP S/4HANA
2 26 (1.94%) SAP BPC
3 16 (1.19%) SAP ERP
4 5 (0.37%) PeopleSoft Financials
4 5 (0.37%) PeopleSoft HCM
5 4 (0.30%) BusinessWorks
6 3 (0.22%) HFM
6 3 (0.22%) Hyperion Planning
6 3 (0.22%) Optimost
6 3 (0.22%) Oracle Payables
6 3 (0.22%) Oracle Receivables
6 3 (0.22%) SAP CRM
6 3 (0.22%) SAP IBP
7 2 (0.15%) Cognos TM1
7 2 (0.15%) Oracle Assets
7 2 (0.15%) Oracle Cash Management
7 2 (0.15%) Oracle General Ledger
7 2 (0.15%) Salesforce.com CRM
7 2 (0.15%) SAP Oil and Gas
7 2 (0.15%) Workday HCM
Cloud Services
1 190 (14.18%) Amazon AWS
2 167 (12.46%) Microsoft Azure
3 155 (11.57%) Power Platform
4 72 (5.37%) SaaS
5 70 (5.22%) Google Analytics
6 54 (4.03%) PaaS
7 49 (3.66%) Serverless
8 45 (3.36%) Amazon S3
9 42 (3.13%) IaaS
10 28 (2.09%) Amazon SQS
11 27 (2.01%) Google Cloud Platform
12 26 (1.94%) Amazon EC2
13 23 (1.72%) AWS Lambda
14 20 (1.49%) Office 365
15 19 (1.42%) Azure Data Factory
16 18 (1.34%) AWS CloudFormation
16 18 (1.34%) AWS Fargate
17 14 (1.04%) Adobe Analytics
17 14 (1.04%) Azure Functions
18 13 (0.97%) Amazon EMR
Communications & Networking
1 54 (4.03%) TCP/IP
2 48 (3.58%) Network Security
3 36 (2.69%) Firewall
4 28 (2.09%) Internet
5 16 (1.19%) BGP
5 16 (1.19%) Wireless
6 15 (1.12%) VPN
7 13 (0.97%) Skype
7 13 (0.97%) VLAN
8 12 (0.90%) VoIP
9 11 (0.82%) MPLS
10 10 (0.75%) Cisco ASA
10 10 (0.75%) Intranet
11 9 (0.67%) OSPF
12 8 (0.60%) WAN
13 7 (0.52%) DMZ
13 7 (0.52%) DNS
13 7 (0.52%) HSRP
14 6 (0.45%) HTTP
14 6 (0.45%) RSVP
Database & Business Intelligence
1 168 (12.54%) Data Warehouse
2 155 (11.57%) Power BI
3 151 (11.27%) SQL Server
4 148 (11.04%) Big Data
5 90 (6.72%) NoSQL
6 84 (6.27%) Hadoop
7 82 (6.12%) BusinessObjects
7 82 (6.12%) QlikView
8 63 (4.70%) MongoDB
9 60 (4.48%) Relational Database
10 58 (4.33%) SAP HANA
10 58 (4.33%) SQL Server Integration Services
11 55 (4.10%) Data Lake
12 47 (3.51%) SQL Server Reporting Services
13 45 (3.36%) SAP BW
14 43 (3.21%) Neo4j
15 38 (2.84%) Apache Cassandra
15 38 (2.84%) MySQL
16 32 (2.39%) Apache Hive
17 31 (2.31%) SQL Server Analysis Services
Development Applications
1 129 (9.63%) Git (software)
2 81 (6.04%) Jenkins
3 72 (5.37%) JIRA
4 60 (4.48%) GitLab
5 39 (2.91%) Vagrant
5 39 (2.91%) Visual Studio
6 34 (2.54%) Visual Studio Team System
7 30 (2.24%) Team Foundation Server
8 21 (1.57%) Selenium
9 18 (1.34%) Cucumber
10 13 (0.97%) Maven
11 12 (0.90%) Subversion
12 11 (0.82%) JUnit
12 11 (0.82%) LoadRunner
13 9 (0.67%) JMeter
14 8 (0.60%) Axure RP
14 8 (0.60%) TeamCity
14 8 (0.60%) Toad
14 8 (0.60%) WiX
15 7 (0.52%) FitNesse
General
1 220 (16.42%) Finance
2 191 (14.25%) Marketing
3 118 (8.81%) Retail
4 64 (4.78%) Pharmaceutical
5 62 (4.63%) Games
6 56 (4.18%) Telecoms
7 35 (2.61%) Legal
8 31 (2.31%) Manufacturing
9 28 (2.09%) Electronics
10 17 (1.27%) Law
11 16 (1.19%) Billing
11 16 (1.19%) Publishing
12 15 (1.12%) Advertising
13 11 (0.82%) Banking
14 6 (0.45%) Local Government
15 4 (0.30%) Automotive
15 4 (0.30%) Back Office
16 3 (0.22%) Financial Institution
17 2 (0.15%) Brand Awareness
18 1 (0.075%) Aerospace
Job Titles
1 322 (24.03%) Developer
2 234 (17.46%) Analyst
3 89 (6.64%) Architect
4 84 (6.27%) Software Developer
5 68 (5.07%) Consultant
6 65 (4.85%) Data Analyst
6 65 (4.85%) Software Engineer
7 54 (4.03%) Business Intelligence Analyst
7 54 (4.03%) Senior Developer
8 53 (3.96%) C# Developer
9 52 (3.88%) .NET Developer
10 49 (3.66%) Python Developer
11 42 (3.13%) Java Developer
12 41 (3.06%) Business Analyst
13 39 (2.91%) Data Engineer
14 38 (2.84%) Solutions Architect
15 36 (2.69%) Data Scientist
16 35 (2.61%) DevOps Engineer
16 35 (2.61%) JavaScript Developer
17 34 (2.54%) Data Architect
Libraries, Frameworks & Software Standards
1 134 (10.00%) AngularJS
2 120 (8.96%) .NET
3 87 (6.49%) Vue.js
4 85 (6.34%) HTML
4 85 (6.34%) Node.js
5 80 (5.97%) React
6 76 (5.67%) CSS
7 61 (4.55%) Web Services
8 54 (4.03%) XML
9 52 (3.88%) REST
10 49 (3.66%) Kafka
11 44 (3.28%) jQuery
12 43 (3.21%) Django
12 43 (3.21%) JSON
13 42 (3.13%) ASP.NET
14 39 (2.91%) Spring
15 36 (2.69%) SOAP
16 34 (2.54%) HTML5
17 33 (2.46%) RESTful
18 31 (2.31%) ASP.NET MVC
Miscellaneous
1 244 (18.21%) Analytical Skills
2 113 (8.43%) Self-Motivation
3 108 (8.06%) Algorithms
4 77 (5.75%) Management Information System
5 63 (4.70%) User Experience
6 39 (2.91%) Mobile App
7 38 (2.84%) Data Structures
8 32 (2.39%) Digital Signage
9 31 (2.31%) Robotics
9 31 (2.31%) Virtual Team
10 28 (2.09%) Enterprise Software
10 28 (2.09%) Greenfield Project
11 26 (1.94%) Device Driver
12 22 (1.64%) Public Cloud
13 16 (1.19%) Data Centre
14 14 (1.04%) Life Science
14 14 (1.04%) Video on Demand
15 12 (0.90%) Hybrid Cloud
16 11 (0.82%) Video Conferencing
17 10 (0.75%) Fintech
Operating Systems
1 169 (12.61%) Linux
2 100 (7.46%) Windows
3 82 (6.12%) Android
4 38 (2.84%) Unix
5 26 (1.94%) Mac OS X
6 17 (1.27%) Apple iOS
7 6 (0.45%) VMS
7 6 (0.45%) Windows 10
7 6 (0.45%) Windows 7
8 5 (0.37%) Windows Server
9 2 (0.15%) CentOS
9 2 (0.15%) Mac OS
9 2 (0.15%) Red Hat Enterprise Linux
9 2 (0.15%) Windows Server 2012
10 1 (0.075%) Windows Server 2008
Processes & Methodologies
1 478 (35.67%) Agile Software Development
2 430 (32.09%) Data Analytics
3 385 (28.73%) Business Intelligence
4 257 (19.18%) DevOps
5 224 (16.72%) Software Engineering
6 174 (12.99%) Computer Science
6 174 (12.99%) Problem-Solving
7 169 (12.61%) Artificial Intelligence
8 160 (11.94%) Mathematics
9 158 (11.79%) Visualisation
10 156 (11.64%) Data Science
11 144 (10.75%) Data Modelling
12 133 (9.93%) Data Analysis
13 130 (9.70%) Business Development
13 130 (9.70%) Scrum
14 127 (9.48%) ETL
15 120 (8.96%) Test Automation
16 117 (8.73%) TDD
17 111 (8.28%) Project Management
18 108 (8.06%) Mentoring
Programming Languages
1 337 (25.15%) SQL
2 325 (24.25%) Python
3 267 (19.93%) Java
4 215 (16.04%) JavaScript
5 175 (13.06%) C#
6 171 (12.76%) C++
7 131 (9.78%) C
8 101 (7.54%) R
9 78 (5.82%) Go
10 56 (4.18%) Scala
11 50 (3.73%) Ruby
12 49 (3.66%) PowerShell
13 39 (2.91%) MATLAB
14 33 (2.46%) Bash Shell
15 32 (2.39%) T-SQL
16 23 (1.72%) Kotlin
16 23 (1.72%) PHP
16 23 (1.72%) Rust
16 23 (1.72%) VBA
17 17 (1.27%) Clojure
Qualifications
1 272 (20.30%) Degree
2 185 (13.81%) Security Cleared
3 130 (9.70%) SC Cleared
4 128 (9.55%) DV Cleared
5 58 (4.33%) PhD
6 41 (3.06%) Computer Science Degree
7 22 (1.64%) Cisco Certification
7 22 (1.64%) Master's Degree
8 16 (1.19%) CCIE
8 16 (1.19%) CCNP
9 14 (1.04%) ITIL Certification
9 14 (1.04%) Numerate Degree
10 10 (0.75%) ISTQB
11 9 (0.67%) CISSP
11 9 (0.67%) Microsoft Certification
12 8 (0.60%) MBA
13 7 (0.52%) AWS Certification
13 7 (0.52%) JNCIE
13 7 (0.52%) JNCIP
14 6 (0.45%) DBS Check
Quality Assurance & Compliance
1 57 (4.25%) Data Quality
2 54 (4.03%) QA
3 33 (2.46%) GDPR
4 13 (0.97%) PMO
4 13 (0.97%) SLA
5 9 (0.67%) ISO/IEC 27001
6 3 (0.22%) PCI DSS
7 2 (0.15%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 2 (0.15%) PA-DSS
8 1 (0.075%) Cyber Essentials
8 1 (0.075%) ISO/IEC 20000
System Software
1 141 (10.52%) Docker
2 28 (2.09%) Active Directory
3 26 (1.94%) vSphere
4 24 (1.79%) VirtualBox
5 13 (0.97%) Virtual Machines
6 7 (0.52%) Apache Flume
7 4 (0.30%) NFS
7 4 (0.30%) Samba
7 4 (0.30%) VMware ESXi
7 4 (0.30%) VMware NSX
8 3 (0.22%) HDFS
8 3 (0.22%) Microsoft App-V
8 3 (0.22%) vCloud
8 3 (0.22%) VMware Infrastructure
9 2 (0.15%) Apache ZooKeeper
9 2 (0.15%) Firmware
9 2 (0.15%) Virtual Desktop
9 2 (0.15%) XenApp
9 2 (0.15%) XenDesktop
10 1 (0.075%) Xen
Systems Management
1 115 (8.58%) Ansible
2 52 (3.88%) Kubernetes
3 50 (3.73%) Terraform
4 42 (3.13%) Puppet
5 30 (2.24%) Opscode Chef
6 14 (1.04%) Single Sign-On
7 13 (0.97%) Nagios
8 9 (0.67%) Control-M
8 9 (0.67%) Hadoop YARN
8 9 (0.67%) SCOM
9 8 (0.60%) Salt
9 8 (0.60%) vCenter Server
10 7 (0.52%) Kibana
11 6 (0.45%) Grafana
12 4 (0.30%) HP Quality Center
12 4 (0.30%) Opsview
12 4 (0.30%) TIBCO Hawk
13 3 (0.22%) Chukwa
13 3 (0.22%) Microsoft Intune
13 3 (0.22%) SCCM
Vendors
1 211 (15.75%) Microsoft
2 126 (9.40%) Tableau
3 114 (8.51%) SAP
4 101 (7.54%) Oracle
5 91 (6.79%) Google
6 52 (3.88%) Salesforce.com
7 30 (2.24%) Adobe
8 25 (1.87%) Cisco
9 22 (1.64%) Databricks
10 21 (1.57%) SolarWinds
11 18 (1.34%) Palo Alto
11 18 (1.34%) Samsung
12 16 (1.19%) Cognos
13 14 (1.04%) New Relic
13 14 (1.04%) Salesforce Marketing Cloud
14 13 (0.97%) AppDynamics
14 13 (0.97%) Juniper
15 10 (0.75%) CA
15 10 (0.75%) IBM
15 10 (0.75%) VMware