Period
to 23 October 2017

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 23 October 2017 with a comparison to the same period in the previous 2 years.

Analytics
England > South East
6 months to
23 Oct 2017
Same period 2016 Same period 2015
Rank 89 83 104
Rank change year-on-year -6 +21 +25
Permanent jobs citing Analytics 961 1213 1294
As % of all permanent IT jobs advertised in the South East 3.31% 3.45% 3.05%
As % of the Processes & Methodologies category 3.79% 3.95% 3.52%
Number of salaries quoted 789 1044 1049
South East median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% -
10th Percentile £27,500 £30,000 £25,750
90th Percentile £70,000 £77,500 £72,500
England median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

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 25337 30712 36785
As % of all permanent IT jobs advertised in the South East 87.26% 87.34% 86.71%
Number of salaries quoted 20847 25538 30257
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £27,500 £26,250
90th Percentile £68,750 £68,750 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 23 October 2017.

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 23 October 2017. 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 -2 503 £50,000 -4.31% 33
Berkshire -7 268 £50,000 - 12
Surrey -20 190 £50,000 - 9
Hampshire +29 151 £42,500 -5.56% 20
Buckinghamshire +43 123 £47,000 +6.82% 11
Oxfordshire -10 112 £55,000 -8.33% 10
West Sussex +15 41 £62,500 +53.37% 3
East Sussex +10 39 £56,250 +12.50% 2
Kent -21 29 £52,500 +23.53% 2
Middlesex +10 9 £67,500 +68.75% 1
Sussex -5 3 £57,500 +74.24%
Analytics
England

For the 6 months to 23 October 2017, IT jobs citing Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the South East region with a requirement for Analytics.

1 281 (29.24%) SQL
1 281 (29.24%) Data Analytics
2 261 (27.16%) Agile Software Development
3 219 (22.79%) Big Data
4 208 (21.64%) JavaScript
5 200 (20.81%) Analytical Skills
6 195 (20.29%) Business Intelligence
7 187 (19.46%) HTML
8 183 (19.04%) Python
9 171 (17.79%) Marketing
10 167 (17.38%) CSS
11 162 (16.86%) Degree
12 143 (14.88%) Finance
13 135 (14.05%) C#
14 130 (13.53%) Google
15 126 (13.11%) SQL Server
16 125 (13.01%) Java
17 122 (12.70%) Linux
18 120 (12.49%) Data Modelling
19 117 (12.17%) Data Warehouse
19 117 (12.17%) Computer Science
20 109 (11.34%) Google Analytics
21 107 (11.13%) .NET
22 105 (10.93%) Mathematics
23 102 (10.61%) Microsoft
24 98 (10.20%) AngularJS
25 97 (10.09%) NoSQL
26 95 (9.89%) Scrum
27 90 (9.37%) Data Management
27 90 (9.37%) Microsoft Azure

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 63 (6.56%) Elasticsearch
2 56 (5.83%) Apache Spark
3 45 (4.68%) SAS
4 21 (2.19%) CMS
5 17 (1.77%) WordPress
6 14 (1.46%) Apache Pig
7 11 (1.14%) Apache Solr
7 11 (1.14%) SharePoint
8 7 (0.73%) Apache
8 7 (0.73%) JBoss
9 4 (0.42%) FileNet
10 3 (0.31%) ArcGIS
10 3 (0.31%) BizTalk Server
10 3 (0.31%) Confluence
10 3 (0.31%) MS Project Server
10 3 (0.31%) nginx
11 2 (0.21%) Adobe Experience Manager
11 2 (0.21%) Amazon Alexa
11 2 (0.21%) Skype for Business
12 1 (0.10%) SharePoint 2010
Applications
1 78 (8.12%) Microsoft Excel
2 22 (2.29%) Microsoft Office
3 21 (2.19%) Microsoft PowerPoint
4 18 (1.87%) Photoshop
5 12 (1.25%) Adobe Illustrator
6 10 (1.04%) MS Visio
7 6 (0.62%) Adobe Creative Suite
8 4 (0.42%) InDesign
8 4 (0.42%) InVision
9 3 (0.31%) Microsoft Project
10 2 (0.21%) OmniGraffle
11 1 (0.10%) GNU Octave
11 1 (0.10%) Mathematica
11 1 (0.10%) Simulink
11 1 (0.10%) Spreadsheet
Business Applications
1 11 (1.14%) WebTrends
2 10 (1.04%) Cognos Business Intelligence
3 9 (0.94%) Dynamics CRM
3 9 (0.94%) SAP CO
3 9 (0.94%) SAP FI
3 9 (0.94%) SAP FI/CO
4 6 (0.62%) SAP ERP
5 5 (0.52%) SessionCam
6 3 (0.31%) Dynamics AX
6 3 (0.31%) Magento
6 3 (0.31%) SAP CRM
6 3 (0.31%) SAP SD
7 2 (0.21%) Cognos TM1
7 2 (0.21%) Dynamics NAV
7 2 (0.21%) FastStats
7 2 (0.21%) Oracle EBS
7 2 (0.21%) Oracle iProcurement
7 2 (0.21%) SAP FSCM
7 2 (0.21%) SAP MM
7 2 (0.21%) SAP PS
Cloud Services
1 109 (11.34%) Google Analytics
2 90 (9.37%) Microsoft Azure
3 80 (8.32%) Amazon AWS
4 53 (5.52%) SaaS
5 33 (3.43%) Adobe Analytics
6 20 (2.08%) IaaS
7 19 (1.98%) Azure Machine Learning
8 17 (1.77%) GitHub
9 14 (1.46%) Cloud Computing
10 11 (1.14%) AdWords
10 11 (1.14%) Azure Data Factory
11 8 (0.83%) Google Tag Manager
12 6 (0.62%) Google Cloud Platform
13 4 (0.42%) Amazon EMR
13 4 (0.42%) Data Lake Analytics
13 4 (0.42%) IBM Blueworks
13 4 (0.42%) PaaS
13 4 (0.42%) Serverless
14 3 (0.31%) Cortana Intelligence Suite
14 3 (0.31%) Trello
Communications & Networking
1 33 (3.43%) Firewall
2 30 (3.12%) Internet
3 25 (2.60%) TCP/IP
4 14 (1.46%) Network Security
5 10 (1.04%) Wireless
6 9 (0.94%) Intranet
7 6 (0.62%) Cisco ASA
7 6 (0.62%) DNS
7 6 (0.62%) HTTP
7 6 (0.62%) Intrusion Detection
8 4 (0.42%) SMTP
9 3 (0.31%) Cisco PIX
9 3 (0.31%) FCoE
9 3 (0.31%) IPsec
9 3 (0.31%) MPLS
9 3 (0.31%) SNMP
9 3 (0.31%) SSL
9 3 (0.31%) Unified Communications
9 3 (0.31%) VPN
10 2 (0.21%) ASN.1
Database & Business Intelligence
1 219 (22.79%) Big Data
2 126 (13.11%) SQL Server
3 117 (12.17%) Data Warehouse
4 97 (10.09%) NoSQL
5 80 (8.32%) Relational Database
6 78 (8.12%) Hadoop
7 73 (7.60%) Power BI
8 57 (5.93%) SQL Server Integration Services
9 49 (5.10%) SQL Server Reporting Services
10 43 (4.47%) Data Mining
11 35 (3.64%) PostgreSQL
11 35 (3.64%) SQL Server Analysis Services
12 33 (3.43%) Apache Hive
13 31 (3.23%) MySQL
14 29 (3.02%) QlikView
14 29 (3.02%) Redis
15 28 (2.91%) Amazon DynamoDB
16 25 (2.60%) Data Lake
16 25 (2.60%) MongoDB
17 24 (2.50%) BusinessObjects
Development Applications
1 43 (4.47%) JIRA
2 35 (3.64%) Git (software)
3 17 (1.77%) Mocha
4 14 (1.46%) Subversion
5 13 (1.35%) Axure RP
6 12 (1.25%) Jenkins
6 12 (1.25%) Talend Open Studio
6 12 (1.25%) Team Foundation Server
7 11 (1.14%) Oracle APEX
8 10 (1.04%) Visual Studio
9 8 (0.83%) TeamCity
10 7 (0.73%) Octopus Deploy
11 5 (0.52%) GitLab
12 4 (0.42%) Eclipse
12 4 (0.42%) Eclipse RCP
13 3 (0.31%) Atlassian Bamboo
13 3 (0.31%) Metasploit
13 3 (0.31%) NUnit
13 3 (0.31%) Redmine
13 3 (0.31%) webpack
General
1 171 (17.79%) Marketing
2 143 (14.88%) Finance
3 65 (6.76%) Retail
4 58 (6.04%) Telecoms
5 24 (2.50%) Publishing
6 23 (2.39%) Banking
7 19 (1.98%) Automotive
8 17 (1.77%) Games
9 16 (1.66%) Legal
10 15 (1.56%) Electronics
11 13 (1.35%) Advertising
11 13 (1.35%) Manufacturing
12 7 (0.73%) Spanish Language
13 6 (0.62%) Back Office
13 6 (0.62%) Brand Awareness
13 6 (0.62%) Dutch Language
13 6 (0.62%) Financial Institution
13 6 (0.62%) German Language
14 5 (0.52%) Pharmaceutical
14 5 (0.52%) Retail Banking
Job Titles
1 276 (28.72%) Developer
2 150 (15.61%) Analyst
3 54 (5.62%) Consultant
4 50 (5.20%) Architect
5 45 (4.68%) Data Analyst
5 45 (4.68%) Senior Developer
6 43 (4.47%) JavaScript Developer
7 42 (4.37%) .NET Developer
8 41 (4.27%) Business Intelligence Developer
9 38 (3.95%) Analytics Manager
10 35 (3.64%) SQL Developer
11 32 (3.33%) Business Analyst
11 32 (3.33%) Data Scientist
11 32 (3.33%) Software Developer
12 30 (3.12%) C# Developer
12 30 (3.12%) Data Architect
13 29 (3.02%) Web Developer
14 28 (2.91%) DevOps Engineer
14 28 (2.91%) Full Stack Developer
14 28 (2.91%) Junior
Libraries, Frameworks & Software Standards
1 187 (19.46%) HTML
2 167 (17.38%) CSS
3 107 (11.13%) .NET
4 98 (10.20%) AngularJS
5 79 (8.22%) Node.js
6 76 (7.91%) jQuery
7 64 (6.66%) ASP.NET
8 39 (4.06%) React
9 33 (3.43%) ASP.NET MVC
10 32 (3.33%) Web Services
11 30 (3.12%) Twitter Bootstrap
12 28 (2.91%) JSON
12 28 (2.91%) XML
13 26 (2.71%) HTML5
14 24 (2.50%) CSS3
15 23 (2.39%) Kafka
15 23 (2.39%) Spring
16 22 (2.29%) ASP.NET Web API
16 22 (2.29%) Django
17 19 (1.98%) RESTful
Miscellaneous
1 200 (20.81%) Analytical Skills
2 117 (12.17%) Computer Science
3 68 (7.08%) User Experience
4 49 (5.10%) Algorithms
5 43 (4.47%) Mobile App
6 35 (3.64%) Social Media
7 33 (3.43%) Greenfield Project
8 27 (2.81%) Management Information System
9 26 (2.71%) Data Centre
9 26 (2.71%) Data Structures
10 20 (2.08%) Blog
11 13 (1.35%) Cyberthreat
12 12 (1.25%) Internet of Things
13 11 (1.14%) Cybercrime
13 11 (1.14%) Fintech
14 9 (0.94%) Cyber Attack
14 9 (0.94%) Enterprise Software
15 8 (0.83%) Client/Server
15 8 (0.83%) Renewable Energy
15 8 (0.83%) Virtual Team
Operating Systems
1 122 (12.70%) Linux
2 49 (5.10%) Windows
3 45 (4.68%) Unix
4 26 (2.71%) Android
5 15 (1.56%) Windows Server
6 7 (0.73%) Apple iOS
6 7 (0.73%) CentOS
6 7 (0.73%) Ubuntu
7 3 (0.31%) Kali Linux
8 1 (0.10%) AIX
8 1 (0.10%) HPUX
8 1 (0.10%) Oracle Linux
8 1 (0.10%) Windows Server 2008
8 1 (0.10%) Windows Server 2012
Processes & Methodologies
1 281 (29.24%) Data Analytics
2 261 (27.16%) Agile Software Development
3 195 (20.29%) Business Intelligence
4 120 (12.49%) Data Modelling
5 105 (10.93%) Mathematics
6 95 (9.89%) Scrum
7 90 (9.37%) Data Management
8 82 (8.53%) Big Data Analytics
9 79 (8.22%) Visualisation
10 70 (7.28%) Data Analysis
10 70 (7.28%) ETL
11 67 (6.97%) E-Commerce
11 67 (6.97%) Mentoring
12 66 (6.87%) Web Development
13 64 (6.66%) Machine Learning
14 61 (6.35%) Continuous Integration
14 61 (6.35%) CRM
14 61 (6.35%) MVC
15 57 (5.93%) Software Engineering
16 56 (5.83%) Project Management
Programming Languages
1 281 (29.24%) SQL
2 208 (21.64%) JavaScript
3 183 (19.04%) Python
4 135 (14.05%) C#
5 125 (13.01%) Java
6 72 (7.49%) R
7 53 (5.52%) T-SQL
8 39 (4.06%) C++
9 36 (3.75%) C
10 35 (3.64%) PL/SQL
11 33 (3.43%) PHP
12 27 (2.81%) VBA
13 24 (2.50%) PowerShell
14 23 (2.39%) Bash Shell
14 23 (2.39%) Scala
15 22 (2.29%) Go
15 22 (2.29%) Korn
16 20 (2.08%) VB.NET
17 16 (1.66%) Perl
18 11 (1.14%) Groovy
Qualifications
1 162 (16.86%) Degree
2 56 (5.83%) Security Cleared
3 40 (4.16%) Computer Science Degree
4 34 (3.54%) SC Cleared
5 27 (2.81%) Master's Degree
6 20 (2.08%) Cisco Certification
7 18 (1.87%) DV Cleared
8 17 (1.77%) CCNA
9 15 (1.56%) PhD
10 14 (1.46%) CISSP
11 13 (1.35%) CCNP
12 8 (0.83%) MCSE
12 8 (0.83%) Microsoft Certification
12 8 (0.83%) Numerate Degree
13 7 (0.73%) CompTIA Security+
13 7 (0.73%) Network+ Certification
13 7 (0.73%) Security+ Certification
14 4 (0.42%) ITIL Certification
14 4 (0.42%) MCP
15 3 (0.31%) Postgraduate
Quality Assurance & Compliance
1 52 (5.41%) Data Quality
2 37 (3.85%) QA
3 10 (1.04%) SLA
4 9 (0.94%) PMO
5 8 (0.83%) ISO/IEC 27001
6 4 (0.42%) GPG13
6 4 (0.42%) PCI DSS
7 3 (0.31%) COBIT
7 3 (0.31%) Sarbanes-Oxley
8 2 (0.21%) Actionable Recommendations
8 2 (0.21%) GDPR
9 1 (0.10%) IFRS
9 1 (0.10%) IFRS 9
9 1 (0.10%) Solvency II
System Software
1 40 (4.16%) Docker
2 16 (1.66%) Oracle RAC
3 10 (1.04%) Active Directory
4 8 (0.83%) VMware ESXi
4 8 (0.83%) VMware NSX
5 7 (0.73%) Apache ZooKeeper
6 5 (0.52%) Apache Flume
6 5 (0.52%) Hyper-V
7 4 (0.42%) HDFS
7 4 (0.42%) NFS
8 3 (0.31%) Samba
9 1 (0.10%) Sendmail
9 1 (0.10%) Virtual Machines
Systems Management
1 12 (1.25%) Puppet
2 11 (1.14%) Ansible
2 11 (1.14%) Data Guard
2 11 (1.14%) Oracle Enterprise Manager
2 11 (1.14%) Oracle RMAN
3 10 (1.04%) Nagios
4 9 (0.94%) Kibana
5 8 (0.83%) vCenter Server
6 7 (0.73%) logstash
6 7 (0.73%) Oozie
7 6 (0.62%) Terraform
8 5 (0.52%) Docker Swarm
8 5 (0.52%) ZABBIX
9 4 (0.42%) CA Spectrum
9 4 (0.42%) Cacti
10 3 (0.31%) Kubernetes
10 3 (0.31%) Marathon
11 2 (0.21%) Hadoop YARN
12 1 (0.10%) HAProxy
12 1 (0.10%) Microsoft Data Protection Manager
Vendors
1 130 (13.53%) Google
2 102 (10.61%) Microsoft
3 80 (8.32%) Oracle
4 61 (6.35%) Tableau
5 44 (4.58%) Adobe
5 44 (4.58%) SAP
6 34 (3.54%) Cognos
7 20 (2.08%) Salesforce.com
8 19 (1.98%) IBM
9 13 (1.35%) Hortonworks
9 13 (1.35%) MicroStrategy
9 13 (1.35%) Omniture
9 13 (1.35%) Twitter
10 12 (1.25%) Talend
10 12 (1.25%) VMware
11 11 (1.14%) Cisco
12 10 (1.04%) Facebook
12 10 (1.04%) Palo Alto
13 8 (0.83%) Informatica
13 8 (0.83%) LogRhythm