Period
to 21 January 2018

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 21 January 2018 with a comparison to the same period in the previous 2 years.

Analytics
England > South East
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 83 86 93
Rank change year-on-year +3 +7 +39
Permanent jobs citing Analytics 1,111 1,068 1,355
As % of all permanent IT jobs advertised in the South East 3.63% 3.37% 3.31%
As % of the Processes & Methodologies category 4.15% 3.85% 3.80%
Number of salaries quoted 907 850 1,129
South East median annual salary £47,500 £50,000 £47,500
Median salary % change year-on-year -5.00% +5.26% +5.56%
10th Percentile £31,000 £31,125 £28,125
90th Percentile £75,000 £75,000 £70,134
England median annual salary £55,000 £55,000 £53,000
% change year-on-year - +3.77% +6.00%

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 26,782 27,734 35,676
As % of all permanent IT jobs advertised in the South East 87.42% 87.48% 87.27%
Number of salaries quoted 22,067 22,717 29,937
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £27,500 £26,250
90th Percentile £69,000 £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 21 January 2018.

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 21 January 2018. 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 +2 529 £52,000 +4.00% 96
Berkshire -5 291 £57,500 +4.55% 48
Hampshire +32 263 £45,000 -5.26% 25
Surrey -8 184 £50,000 - 40
Oxfordshire +10 147 £52,500 +5.00% 29
Buckinghamshire +16 91 £43,500 -7.45% 19
East Sussex -6 57 £45,000 -29.69% 9
West Sussex +4 41 £58,750 -8.20% 4
Kent -12 21 £52,500 +50.00% 7
Middlesex +6 9 £75,000 +50.00% 2
Sussex -22 2 £57,500 -11.54% 2
Analytics
England

For the 6 months to 21 January 2018, 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.

1 358 (32.22%) SQL
2 329 (29.61%) Data Analytics
3 303 (27.27%) Agile Software Development
4 254 (22.86%) JavaScript
5 249 (22.41%) Marketing
6 244 (21.96%) HTML
7 231 (20.79%) CSS
8 224 (20.16%) Analytical Skills
9 212 (19.08%) Business Intelligence
10 211 (18.99%) Big Data
11 206 (18.54%) Google
12 192 (17.28%) Python
13 189 (17.01%) C#
14 166 (14.94%) Degree
15 153 (13.77%) Finance
16 148 (13.32%) jQuery
17 142 (12.78%) Google Analytics
17 142 (12.78%) Microsoft Azure
17 142 (12.78%) .NET
18 134 (12.06%) SQL Server
18 134 (12.06%) Microsoft
19 133 (11.97%) Data Modelling
20 129 (11.61%) Java
21 124 (11.16%) MVC
22 122 (10.98%) Data Warehouse
23 120 (10.80%) Amazon AWS
24 119 (10.71%) AngularJS
25 113 (10.17%) Microsoft Excel
26 106 (9.54%) ASP.NET
27 105 (9.45%) Linux

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 71 (6.39%) SAS
2 59 (5.31%) Apache Spark
3 58 (5.22%) Elasticsearch
4 36 (3.24%) CMS
5 21 (1.89%) Apache
6 17 (1.53%) Apache Pig
6 17 (1.53%) SharePoint
7 11 (0.99%) Adobe Experience Manager
8 9 (0.81%) WordPress
9 7 (0.63%) Confluence
9 7 (0.63%) MS Project Server
10 6 (0.54%) Drupal
11 5 (0.45%) Joomla!
11 5 (0.45%) nginx
11 5 (0.45%) Oracle Service Bus
12 4 (0.36%) IIS
12 4 (0.36%) MS Exchange
13 3 (0.27%) FileNet
14 2 (0.18%) JBoss
14 2 (0.18%) WebLogic
Applications
1 113 (10.17%) Microsoft Excel
2 43 (3.87%) Microsoft PowerPoint
3 40 (3.60%) Microsoft Office
4 23 (2.07%) Photoshop
5 14 (1.26%) MS Visio
6 13 (1.17%) Microsoft Project
7 8 (0.72%) Adobe Illustrator
7 8 (0.72%) InVision
8 5 (0.45%) Adobe Creative Suite
9 4 (0.36%) Stata
10 3 (0.27%) InDesign
11 2 (0.18%) Spreadsheet
12 1 (0.090%) Adobe After Effects
12 1 (0.090%) Adobe Premiere
12 1 (0.090%) GNU Octave
12 1 (0.090%) Mathematica
12 1 (0.090%) OmniGraffle
12 1 (0.090%) Simulink
Business Applications
1 21 (1.89%) WebTrends
2 12 (1.08%) SAP HCM
2 12 (1.08%) SAP HR
3 9 (0.81%) Epicor Tropos
4 8 (0.72%) NetSuite
5 7 (0.63%) Cognos Business Intelligence
6 6 (0.54%) Infor M3
7 5 (0.45%) SAP CO
7 5 (0.45%) SAP ERP
7 5 (0.45%) SAP FI
7 5 (0.45%) SAP FI/CO
8 4 (0.36%) Dynamics CRM
9 3 (0.27%) Sage X3
10 2 (0.18%) Adobe Campaign
10 2 (0.18%) Magento
10 2 (0.18%) Primavera
10 2 (0.18%) SAP GRC
11 1 (0.090%) Epicor Vantage
11 1 (0.090%) Oracle EBS R12
11 1 (0.090%) Shopify
Cloud Services
1 142 (12.78%) Google Analytics
1 142 (12.78%) Microsoft Azure
2 120 (10.80%) Amazon AWS
3 74 (6.66%) SaaS
4 55 (4.95%) Adobe Analytics
5 44 (3.96%) GitHub
6 26 (2.34%) AdWords
7 22 (1.98%) Serverless
8 21 (1.89%) IaaS
9 19 (1.71%) Azure Data Factory
10 16 (1.44%) SuccessFactors
11 14 (1.26%) Cloud Computing
12 13 (1.17%) PaaS
13 11 (0.99%) Google Cloud Platform
14 10 (0.90%) Azure Machine Learning
15 8 (0.72%) Office 365
15 8 (0.72%) Trello
16 7 (0.63%) Bluemix
16 7 (0.63%) IBM Cloud
17 6 (0.54%) IBM Blueworks
Communications & Networking
1 26 (2.34%) Firewall
2 15 (1.35%) Internet
3 11 (0.99%) Network Security
3 11 (0.99%) TCP/IP
3 11 (0.99%) WAN
4 10 (0.90%) LAN
4 10 (0.90%) SAN
4 10 (0.90%) Wireless
5 9 (0.81%) Intrusion Detection
6 6 (0.54%) DNS
7 5 (0.45%) DHCP
8 4 (0.36%) SMS
8 4 (0.36%) Wi-Fi
9 3 (0.27%) Remote Desktop
9 3 (0.27%) Skype
9 3 (0.27%) Unified Communications
10 2 (0.18%) Intranet
10 2 (0.18%) PBX
10 2 (0.18%) PSTN
10 2 (0.18%) VoIP
Database & Business Intelligence
1 211 (18.99%) Big Data
2 134 (12.06%) SQL Server
3 122 (10.98%) Data Warehouse
4 77 (6.93%) Hadoop
4 77 (6.93%) Power BI
5 74 (6.66%) NoSQL
6 58 (5.22%) Relational Database
7 54 (4.86%) MySQL
8 49 (4.41%) SQL Server Integration Services
9 41 (3.69%) Data Mining
10 40 (3.60%) QlikView
11 39 (3.51%) SQL Server Analysis Services
12 34 (3.06%) SQL Server 2016
12 34 (3.06%) SQL Server Reporting Services
13 33 (2.97%) Amazon DynamoDB
13 33 (2.97%) PostgreSQL
14 27 (2.43%) Apache Hive
15 23 (2.07%) Data Lake
16 22 (1.98%) BusinessObjects
17 21 (1.89%) HBase
Development Applications
1 59 (5.31%) JIRA
2 44 (3.96%) Git (software)
3 43 (3.87%) Jenkins
4 19 (1.71%) Mocha
5 14 (1.26%) Visual Studio
6 13 (1.17%) Axure RP
7 12 (1.08%) Selenium
8 10 (0.90%) Subversion
9 9 (0.81%) Team Foundation Server
10 8 (0.72%) Ant
11 7 (0.63%) JUnit
11 7 (0.63%) Oracle APEX
12 5 (0.45%) Maven
13 4 (0.36%) Bitbucket
14 3 (0.27%) Cucumber
14 3 (0.27%) GitLab
14 3 (0.27%) gulp
14 3 (0.27%) Oracle Forms
14 3 (0.27%) TeamCity
14 3 (0.27%) Visual Studio Team System
General
1 249 (22.41%) Marketing
2 153 (13.77%) Finance
3 61 (5.49%) Retail
4 44 (3.96%) Telecoms
5 28 (2.52%) Advertising
6 26 (2.34%) Banking
7 19 (1.71%) Legal
8 16 (1.44%) Electronics
8 16 (1.44%) Law
8 16 (1.44%) Manufacturing
9 15 (1.35%) Publishing
10 13 (1.17%) Back Office
11 12 (1.08%) Automotive
11 12 (1.08%) Games
12 11 (0.99%) Spanish Language
13 9 (0.81%) Pharmaceutical
14 5 (0.45%) Swedish Language
15 4 (0.36%) Aerospace
15 4 (0.36%) Financial Institution
15 4 (0.36%) Retail Banking
Job Titles
1 332 (29.88%) Developer
2 201 (18.09%) Analyst
3 94 (8.46%) .NET Developer
4 93 (8.37%) C# Developer
5 83 (7.47%) C# .NET Developer
6 80 (7.20%) ASP.NET MVC Developer
7 77 (6.93%) JavaScript Developer
8 76 (6.84%) ASP.NET Developer
8 76 (6.84%) C# ASP.NET Developer
9 74 (6.66%) Architect
10 72 (6.48%) Senior Developer
11 58 (5.22%) Data Analyst
12 51 (4.59%) Software Developer
13 48 (4.32%) Business Intelligence Developer
14 46 (4.14%) SQL Developer
15 44 (3.96%) Consultant
16 43 (3.87%) Data Architect
17 38 (3.42%) Data Scientist
18 37 (3.33%) Senior .NET Developer
19 36 (3.24%) .NET Software Developer
Libraries, Frameworks & Software Standards
1 244 (21.96%) HTML
2 231 (20.79%) CSS
3 148 (13.32%) jQuery
4 142 (12.78%) .NET
5 119 (10.71%) AngularJS
6 106 (9.54%) ASP.NET
7 95 (8.55%) ASP.NET MVC
8 83 (7.47%) Twitter Bootstrap
9 69 (6.21%) ASP.NET Web API
10 61 (5.49%) Web Services
11 59 (5.31%) Node.js
12 40 (3.60%) Sass
13 37 (3.33%) LESS
14 36 (3.24%) HTML5
15 33 (2.97%) CSS3
16 31 (2.79%) Django
16 31 (2.79%) Kendo UI
16 31 (2.79%) React
16 31 (2.79%) XML
17 29 (2.61%) .NET Core
Miscellaneous
1 224 (20.16%) Analytical Skills
2 97 (8.73%) Computer Science
3 63 (5.67%) User Experience
4 59 (5.31%) Algorithms
5 39 (3.51%) Social Media
6 37 (3.33%) Greenfield Project
7 36 (3.24%) Management Information System
8 33 (2.97%) Mobile App
9 31 (2.79%) Data Structures
10 20 (1.80%) Data Centre
11 14 (1.26%) Tandem
12 13 (1.17%) Mainframe
13 12 (1.08%) Enterprise Software
14 11 (0.99%) Blog
15 10 (0.90%) Client/Server
15 10 (0.90%) Digital Media
15 10 (0.90%) Robotics
16 9 (0.81%) Credit Risk
16 9 (0.81%) Cyberattack
16 9 (0.81%) Fintech
Operating Systems
1 105 (9.45%) Linux
2 47 (4.23%) Windows
3 30 (2.70%) Unix
4 12 (1.08%) Windows Server
5 8 (0.72%) FreeBSD
6 5 (0.45%) Android
7 3 (0.27%) Windows Server 2012
8 2 (0.18%) Apple iOS
9 1 (0.090%) CentOS
9 1 (0.090%) Kali Linux
9 1 (0.090%) Oracle Linux
9 1 (0.090%) Robot Operating System
9 1 (0.090%) Solaris
9 1 (0.090%) Ubuntu
Processes & Methodologies
1 329 (29.61%) Data Analytics
2 303 (27.27%) Agile Software Development
3 212 (19.08%) Business Intelligence
4 133 (11.97%) Data Modelling
5 124 (11.16%) MVC
6 102 (9.18%) Mathematics
7 95 (8.55%) Visualisation
8 94 (8.46%) Web Analytics
9 92 (8.28%) Big Data Analytics
10 91 (8.19%) Data Analysis
11 87 (7.83%) ETL
12 83 (7.47%) Stakeholder Management
13 82 (7.38%) Data Management
14 77 (6.93%) Front End Development
14 77 (6.93%) Machine Learning
14 77 (6.93%) Scrum
15 75 (6.75%) Web Development
16 73 (6.57%) Digital Marketing
17 71 (6.39%) Continuous Integration
18 69 (6.21%) B2B
Programming Languages
1 358 (32.22%) SQL
2 254 (22.86%) JavaScript
3 192 (17.28%) Python
4 189 (17.01%) C#
5 129 (11.61%) Java
6 79 (7.11%) R
7 53 (4.77%) T-SQL
8 48 (4.32%) C++
9 45 (4.05%) PHP
10 35 (3.15%) C
11 34 (3.06%) PL/SQL
12 25 (2.25%) Go
13 17 (1.53%) MATLAB
14 16 (1.44%) Scala
15 15 (1.35%) PowerShell
16 14 (1.26%) VBA
17 10 (0.90%) Perl
18 9 (0.81%) Shell Script
19 8 (0.72%) TypeScript
20 7 (0.63%) Bash Shell
Qualifications
1 166 (14.94%) Degree
2 39 (3.51%) Security Cleared
3 34 (3.06%) SC Cleared
4 32 (2.88%) Computer Science Degree
5 21 (1.89%) PhD
6 18 (1.62%) Cisco Certification
7 17 (1.53%) Master's Degree
8 14 (1.26%) Numerate Degree
9 13 (1.17%) CCNA
9 13 (1.17%) CISSP
10 9 (0.81%) CISM
10 9 (0.81%) Postgraduate
10 9 (0.81%) SANS
11 8 (0.72%) CCSA
11 8 (0.72%) CISA
11 8 (0.72%) GIAC
11 8 (0.72%) ITIL Foundation Certificate
12 7 (0.63%) Analytics IQ
13 6 (0.54%) CCNP
13 6 (0.54%) PMI Certification
Quality Assurance & Compliance
1 45 (4.05%) Data Quality
2 41 (3.69%) QA
3 15 (1.35%) GDPR
3 15 (1.35%) SLA
4 10 (0.90%) PMO
5 8 (0.72%) Actionable Recommendations
6 7 (0.63%) IFRS
6 7 (0.63%) IFRS 9
7 6 (0.54%) ISO/IEC 27001
8 4 (0.36%) PCI DSS
9 2 (0.18%) COBIT
9 2 (0.18%) GCP
9 2 (0.18%) GPG13
9 2 (0.18%) Sarbanes-Oxley
System Software
1 70 (6.30%) Docker
2 14 (1.26%) Active Directory
3 12 (1.08%) Oracle RAC
4 10 (0.90%) VMware Infrastructure
5 8 (0.72%) Hyper-V
6 7 (0.63%) Apache Flume
6 7 (0.63%) HDFS
6 7 (0.63%) NFS
6 7 (0.63%) VMware ESXi
6 7 (0.63%) VMware NSX
7 5 (0.45%) Virtual Machines
8 3 (0.27%) vSphere
8 3 (0.27%) XenApp
Systems Management
1 27 (2.43%) Docker Swarm
2 10 (0.90%) Ansible
2 10 (0.90%) Kubernetes
3 8 (0.72%) Juniper STRM
3 8 (0.72%) QRadar
3 8 (0.72%) RSA enVision
3 8 (0.72%) RSA Security Analytics
4 7 (0.63%) Data Guard
4 7 (0.63%) Oracle RMAN
4 7 (0.63%) Terraform
5 6 (0.54%) Oracle Enterprise Manager
5 6 (0.54%) Puppet
6 5 (0.45%) Hadoop YARN
6 5 (0.45%) Nagios
6 5 (0.45%) Oozie
6 5 (0.45%) Tivoli Storage Manager
6 5 (0.45%) vCenter Server
7 4 (0.36%) Kibana
8 2 (0.18%) Opscode Chef
9 1 (0.090%) HAProxy
Vendors
1 206 (18.54%) Google
2 134 (12.06%) Microsoft
3 93 (8.37%) Oracle
4 90 (8.10%) Tableau
5 74 (6.66%) Adobe
6 57 (5.13%) SAP
7 37 (3.33%) HP
8 32 (2.88%) Cognos
8 32 (2.88%) IBM
9 26 (2.34%) Cisco
10 23 (2.07%) Omniture
11 22 (1.98%) Salesforce.com
12 21 (1.89%) CheckPoint
12 21 (1.89%) Juniper
13 19 (1.71%) MicroStrategy
14 16 (1.44%) Facebook
14 16 (1.44%) Informatica
14 16 (1.44%) Intel
14 16 (1.44%) Sage
15 14 (1.26%) Palo Alto