Period
to 18 November 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Analytics
England > South East
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 87 82 93
Rank change year-on-year -5 +11 +43
Permanent jobs citing Analytics 1055 1212 1378
As % of all permanent IT jobs advertised in the South East 3.47% 3.44% 3.22%
As % of the Processes & Methodologies category 3.97% 3.94% 3.70%
Number of salaries quoted 869 995 1127
South East median annual salary £47,500 £50,000 £46,500
Median salary % change year-on-year -5.00% +7.53% +3.33%
10th Percentile £28,000 £30,000 £26,250
90th Percentile £70,000 £76,250 £71,250
England median annual salary £55,000 £55,000 £51,459
% change year-on-year - +6.88% +2.92%

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 26574 30766 37248
As % of all permanent IT jobs advertised in the South East 87.44% 87.44% 86.93%
Number of salaries quoted 21881 25532 30764
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 18 November 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 18 November 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 -1 513 £50,000 - 39
Berkshire -12 264 £50,750 +1.50% 25
Hampshire +36 222 £42,500 -4.02% 16
Surrey -14 195 £50,000 - 9
Buckinghamshire +44 125 £47,000 +10.59% 4
Oxfordshire -3 124 £56,250 +2.27% 10
East Sussex -6 43 £55,000 +10.00% 3
West Sussex +3 41 £63,750 +44.89% 3
Kent -20 30 £52,500 +40.00%
Middlesex +17 9 £67,500 -3.57%
Sussex -7 3 £57,500 +74.24%
Analytics
England

For the 6 months to 18 November 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.

1 322 (30.52%) SQL
2 298 (28.25%) Data Analytics
3 282 (26.73%) Agile Software Development
4 247 (23.41%) JavaScript
5 229 (21.71%) HTML
6 216 (20.47%) Big Data
6 216 (20.47%) Marketing
7 213 (20.19%) Business Intelligence
8 210 (19.91%) CSS
9 204 (19.34%) Analytical Skills
10 188 (17.82%) Python
11 174 (16.49%) Google
12 173 (16.40%) C#
13 167 (15.83%) Degree
14 165 (15.64%) Finance
15 137 (12.99%) .NET
16 135 (12.80%) Data Modelling
17 134 (12.70%) Google Analytics
18 130 (12.32%) SQL Server
19 126 (11.94%) Java
20 123 (11.66%) Data Warehouse
21 119 (11.28%) Microsoft
21 119 (11.28%) AngularJS
22 117 (11.09%) Computer Science
23 115 (10.90%) jQuery
24 109 (10.33%) Mathematics
25 107 (10.14%) Microsoft Azure
26 106 (10.05%) Linux
27 101 (9.57%) Microsoft Excel
28 98 (9.29%) NoSQL

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 (5.97%) Elasticsearch
2 55 (5.21%) Apache Spark
3 52 (4.93%) SAS
4 30 (2.84%) CMS
5 17 (1.61%) Apache Pig
5 17 (1.61%) WordPress
6 10 (0.95%) Apache
7 9 (0.85%) SharePoint
8 8 (0.76%) Apache Solr
9 7 (0.66%) JBoss
10 6 (0.57%) Adobe Experience Manager
10 6 (0.57%) MS Project Server
11 4 (0.38%) FileNet
12 3 (0.28%) Confluence
12 3 (0.28%) Drupal
12 3 (0.28%) Joomla!
12 3 (0.28%) nginx
13 2 (0.19%) GeoServer
13 2 (0.19%) Skype for Business
14 1 (0.095%) Amazon Alexa
Applications
1 101 (9.57%) Microsoft Excel
2 34 (3.22%) Microsoft Office
2 34 (3.22%) Microsoft PowerPoint
3 24 (2.27%) Photoshop
4 12 (1.14%) Adobe Illustrator
4 12 (1.14%) Microsoft Project
4 12 (1.14%) MS Visio
5 6 (0.57%) Adobe Creative Suite
6 5 (0.47%) InDesign
6 5 (0.47%) InVision
7 2 (0.19%) OmniGraffle
7 2 (0.19%) Spreadsheet
8 1 (0.095%) GNU Octave
8 1 (0.095%) Mathematica
8 1 (0.095%) Simulink
Business Applications
1 17 (1.61%) WebTrends
2 12 (1.14%) Cognos Business Intelligence
3 9 (0.85%) SAP CO
3 9 (0.85%) SAP FI
3 9 (0.85%) SAP FI/CO
4 8 (0.76%) Dynamics CRM
5 6 (0.57%) SAP ERP
6 4 (0.38%) SessionCam
7 3 (0.28%) Magento
7 3 (0.28%) Sage X3
7 3 (0.28%) SAP HCM
8 2 (0.19%) Adobe Campaign
8 2 (0.19%) Dynamics AX
8 2 (0.19%) Eloqua
8 2 (0.19%) FastStats
8 2 (0.19%) Primavera
9 1 (0.095%) Academy Revenues and Benefits
9 1 (0.095%) Oracle Applications
9 1 (0.095%) Oracle EBS
9 1 (0.095%) SAP CRM
Cloud Services
1 134 (12.70%) Google Analytics
2 107 (10.14%) Microsoft Azure
3 94 (8.91%) Amazon AWS
4 71 (6.73%) SaaS
5 41 (3.89%) Adobe Analytics
6 32 (3.03%) GitHub
7 21 (1.99%) IaaS
8 18 (1.71%) AdWords
8 18 (1.71%) Azure Machine Learning
9 15 (1.42%) Cloud Computing
10 13 (1.23%) Azure Data Factory
11 8 (0.76%) Serverless
12 6 (0.57%) Google Cloud Platform
13 4 (0.38%) Amazon EMR
13 4 (0.38%) Google Tag Manager
13 4 (0.38%) IBM Blueworks
13 4 (0.38%) Trello
14 3 (0.28%) Data Lake Analytics
14 3 (0.28%) npm
14 3 (0.28%) SuccessFactors
Communications & Networking
1 28 (2.65%) Firewall
1 28 (2.65%) Internet
2 16 (1.52%) TCP/IP
3 12 (1.14%) Network Security
4 10 (0.95%) Wireless
5 7 (0.66%) Intrusion Detection
6 5 (0.47%) HTTP
6 5 (0.47%) Intranet
7 4 (0.38%) DNS
8 3 (0.28%) Cisco ASA
8 3 (0.28%) IPsec
8 3 (0.28%) SSL
8 3 (0.28%) Unified Communications
8 3 (0.28%) VPN
9 2 (0.19%) FCoE
9 2 (0.19%) PPP
9 2 (0.19%) SAN
9 2 (0.19%) Skype
9 2 (0.19%) SSH
9 2 (0.19%) Wi-Fi
Database & Business Intelligence
1 216 (20.47%) Big Data
2 130 (12.32%) SQL Server
3 123 (11.66%) Data Warehouse
4 98 (9.29%) NoSQL
5 77 (7.30%) Relational Database
6 76 (7.20%) Hadoop
7 74 (7.01%) Power BI
8 56 (5.31%) SQL Server Integration Services
9 51 (4.83%) SQL Server Reporting Services
10 42 (3.98%) MySQL
11 39 (3.70%) Data Mining
12 35 (3.32%) QlikView
12 35 (3.32%) SQL Server Analysis Services
13 33 (3.13%) Amazon DynamoDB
13 33 (3.13%) PostgreSQL
14 30 (2.84%) Apache Hive
15 25 (2.37%) Redis
16 24 (2.27%) Oracle Database
17 23 (2.18%) MongoDB
17 23 (2.18%) SQL Server 2016
Development Applications
1 46 (4.36%) JIRA
2 34 (3.22%) Git (software)
3 25 (2.37%) Jenkins
4 19 (1.80%) Mocha
5 15 (1.42%) Axure RP
6 12 (1.14%) Subversion
6 12 (1.14%) Talend Open Studio
7 10 (0.95%) Visual Studio
8 9 (0.85%) Oracle APEX
9 8 (0.76%) Team Foundation Server
10 7 (0.66%) Octopus Deploy
10 7 (0.66%) TeamCity
11 5 (0.47%) GitLab
11 5 (0.47%) Selenium
12 4 (0.38%) Ant
13 3 (0.28%) Eclipse
13 3 (0.28%) Eclipse RCP
13 3 (0.28%) JUnit
13 3 (0.28%) Maven
14 2 (0.19%) Redmine
General
1 216 (20.47%) Marketing
2 165 (15.64%) Finance
3 71 (6.73%) Retail
4 58 (5.50%) Telecoms
5 28 (2.65%) Banking
6 22 (2.09%) Publishing
7 18 (1.71%) Electronics
7 18 (1.71%) Legal
8 16 (1.52%) Automotive
8 16 (1.52%) Games
9 15 (1.42%) Advertising
10 11 (1.04%) Manufacturing
10 11 (1.04%) Pharmaceutical
11 10 (0.95%) Back Office
12 6 (0.57%) Spanish Language
13 5 (0.47%) Brand Awareness
13 5 (0.47%) Dutch Language
13 5 (0.47%) German Language
13 5 (0.47%) Retail Banking
13 5 (0.47%) Swedish Language
Job Titles
1 323 (30.62%) Developer
2 164 (15.55%) Analyst
3 73 (6.92%) .NET Developer
4 67 (6.35%) JavaScript Developer
5 62 (5.88%) C# Developer
6 59 (5.59%) Senior Developer
7 56 (5.31%) Consultant
8 52 (4.93%) ASP.NET Developer
9 51 (4.83%) C# .NET Developer
10 49 (4.64%) ASP.NET MVC Developer
10 49 (4.64%) Data Analyst
10 49 (4.64%) Software Developer
11 48 (4.55%) Architect
12 47 (4.45%) C# ASP.NET Developer
13 46 (4.36%) SQL Developer
14 41 (3.89%) Business Intelligence Developer
15 36 (3.41%) Junior
16 35 (3.32%) Data Scientist
17 33 (3.13%) Business Analyst
18 32 (3.03%) Project Manager
Libraries, Frameworks & Software Standards
1 229 (21.71%) HTML
2 210 (19.91%) CSS
3 137 (12.99%) .NET
4 119 (11.28%) AngularJS
5 115 (10.90%) jQuery
6 96 (9.10%) ASP.NET
7 76 (7.20%) Node.js
8 68 (6.45%) ASP.NET MVC
9 60 (5.69%) Twitter Bootstrap
10 50 (4.74%) ASP.NET Web API
11 45 (4.27%) Web Services
12 40 (3.79%) React
13 35 (3.32%) HTML5
14 34 (3.22%) CSS3
15 27 (2.56%) JSON
15 27 (2.56%) Sass
15 27 (2.56%) XML
16 25 (2.37%) Django
17 23 (2.18%) LESS
18 22 (2.09%) Kendo UI
Miscellaneous
1 204 (19.34%) Analytical Skills
2 117 (11.09%) Computer Science
3 72 (6.82%) User Experience
4 56 (5.31%) Algorithms
5 43 (4.08%) Mobile App
6 40 (3.79%) Greenfield Project
6 40 (3.79%) Social Media
7 32 (3.03%) Data Structures
8 26 (2.46%) Management Information System
9 24 (2.27%) Data Centre
10 18 (1.71%) Blog
11 12 (1.14%) Fintech
12 11 (1.04%) Enterprise Software
13 10 (0.95%) Internet of Things
14 9 (0.85%) Cyber Attack
14 9 (0.85%) Cybercrime
14 9 (0.85%) Cyberthreat
15 8 (0.76%) Tandem
15 8 (0.76%) Virtual Team
16 7 (0.66%) Client/Server
Operating Systems
1 106 (10.05%) Linux
2 48 (4.55%) Windows
3 40 (3.79%) Unix
4 15 (1.42%) Windows Server
5 13 (1.23%) Android
6 8 (0.76%) CentOS
7 7 (0.66%) Ubuntu
8 3 (0.28%) Apple iOS
9 2 (0.19%) Kali Linux
10 1 (0.095%) FreeBSD
10 1 (0.095%) Oracle Linux
10 1 (0.095%) Solaris
Processes & Methodologies
1 298 (28.25%) Data Analytics
2 282 (26.73%) Agile Software Development
3 213 (20.19%) Business Intelligence
4 135 (12.80%) Data Modelling
5 109 (10.33%) Mathematics
6 97 (9.19%) MVC
7 96 (9.10%) Data Management
8 94 (8.91%) Scrum
9 85 (8.06%) Big Data Analytics
9 85 (8.06%) Web Development
10 80 (7.58%) Data Analysis
11 79 (7.49%) Visualisation
12 77 (7.30%) Web Analytics
13 75 (7.11%) ETL
14 74 (7.01%) Project Management
15 73 (6.92%) Mentoring
16 71 (6.73%) Machine Learning
17 70 (6.64%) CRM
18 69 (6.54%) Continuous Integration
19 61 (5.78%) Software Engineering
Programming Languages
1 322 (30.52%) SQL
2 247 (23.41%) JavaScript
3 188 (17.82%) Python
4 173 (16.40%) C#
5 126 (11.94%) Java
6 81 (7.68%) R
7 56 (5.31%) T-SQL
8 42 (3.98%) PHP
9 37 (3.51%) C++
9 37 (3.51%) PL/SQL
10 36 (3.41%) C
11 25 (2.37%) Go
12 24 (2.27%) VBA
13 21 (1.99%) PowerShell
13 21 (1.99%) Scala
14 18 (1.71%) Bash Shell
15 17 (1.61%) Korn
15 17 (1.61%) VB.NET
16 13 (1.23%) Perl
17 12 (1.14%) MATLAB
Qualifications
1 167 (15.83%) Degree
2 55 (5.21%) Security Cleared
3 38 (3.60%) Computer Science Degree
4 36 (3.41%) SC Cleared
5 26 (2.46%) Master's Degree
6 15 (1.42%) CCNA
6 15 (1.42%) Cisco Certification
6 15 (1.42%) PhD
7 14 (1.33%) DV Cleared
8 11 (1.04%) CISSP
9 10 (0.95%) CCNP
9 10 (0.95%) Numerate Degree
10 6 (0.57%) PMI Certification
11 5 (0.47%) MCSE
11 5 (0.47%) Microsoft Certification
12 4 (0.38%) CompTIA Security+
12 4 (0.38%) Network+ Certification
12 4 (0.38%) SANS
12 4 (0.38%) Security+ Certification
13 3 (0.28%) CISM
Quality Assurance & Compliance
1 49 (4.64%) Data Quality
2 34 (3.22%) QA
3 11 (1.04%) PMO
3 11 (1.04%) SLA
4 8 (0.76%) Actionable Recommendations
4 8 (0.76%) ISO/IEC 27001
5 6 (0.57%) GDPR
6 5 (0.47%) PCI DSS
7 3 (0.28%) COBIT
7 3 (0.28%) GPG13
7 3 (0.28%) Sarbanes-Oxley
8 2 (0.19%) IFRS
8 2 (0.19%) IFRS 9
9 1 (0.095%) Solvency II
System Software
1 52 (4.93%) Docker
2 15 (1.42%) Oracle RAC
3 6 (0.57%) Active Directory
3 6 (0.57%) Apache Flume
3 6 (0.57%) VMware ESXi
3 6 (0.57%) VMware NSX
4 5 (0.47%) HDFS
5 4 (0.38%) Apache ZooKeeper
6 3 (0.28%) Hyper-V
6 3 (0.28%) NFS
7 2 (0.19%) Samba
8 1 (0.095%) Sendmail
8 1 (0.095%) Virtual Machines
Systems Management
1 17 (1.61%) Docker Swarm
2 10 (0.95%) Ansible
2 10 (0.95%) Data Guard
2 10 (0.95%) Oracle RMAN
3 9 (0.85%) Nagios
3 9 (0.85%) Oracle Enterprise Manager
4 8 (0.76%) Kibana
4 8 (0.76%) Puppet
5 6 (0.57%) Oozie
5 6 (0.57%) Terraform
5 6 (0.57%) vCenter Server
6 4 (0.38%) logstash
7 3 (0.28%) Kubernetes
7 3 (0.28%) ZABBIX
8 2 (0.19%) CA Spectrum
8 2 (0.19%) Cacti
8 2 (0.19%) Hadoop YARN
9 1 (0.095%) HAProxy
9 1 (0.095%) Opscode Chef
9 1 (0.095%) SCDPM
Vendors
1 174 (16.49%) Google
2 119 (11.28%) Microsoft
3 81 (7.68%) Oracle
4 74 (7.01%) Tableau
5 52 (4.93%) Adobe
6 43 (4.08%) SAP
7 39 (3.70%) Cognos
8 23 (2.18%) HP
8 23 (2.18%) Salesforce.com
9 22 (2.09%) IBM
10 18 (1.71%) MicroStrategy
10 18 (1.71%) Omniture
11 14 (1.33%) Cisco
12 13 (1.23%) Facebook
13 12 (1.14%) Hortonworks
13 12 (1.14%) Talend
13 12 (1.14%) Twitter
14 11 (1.04%) Informatica
14 11 (1.04%) Palo Alto
15 9 (0.85%) Juniper