Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for Big Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data Analytics over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Big Data Analytics
England > South East
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 464 529 628
Rank change year-on-year +65 +99 +11
Permanent jobs citing Big Data Analytics 85 61 24
As % of all permanent IT jobs advertised in the South East 0.28% 0.18% 0.056%
As % of the Processes & Methodologies category 0.32% 0.20% 0.064%
Number of salaries quoted 87 51 21
South East median annual salary £57,500 £55,000 £51,500
Median salary % change year-on-year +4.55% +6.80% -14.17%
10th Percentile £32,500 £33,750 £32,500
90th Percentile £67,500 £80,000 £67,500
England median annual salary £57,500 £60,000 £65,000
% change year-on-year -4.17% -7.69% +8.33%

Big Data 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 26767 30310 37262
As % of all permanent IT jobs advertised in the South East 87.47% 87.42% 86.96%
Number of salaries quoted 22046 25151 30804
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%

Big Data Analytics
Job Vacancy Trend in the South East

Job postings citing Big Data Analytics as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for Big Data Analytics in the South East

Big Data Analytics
Salary Trend in the South East

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

Salary trend for Big Data Analytics in the South East

Big Data Analytics
Salary Histogram in the South East

The salary distribution of IT jobs citing Big Data Analytics in the South East over the 6 months to 20 November 2017.

Salary histogram for Big Data Analytics in the South East

Big Data 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 Big Data Analytics within the South East region over the 6 months to 20 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 +49 45 £57,500 +4.55%
Hampshire +32 20 £42,500 -46.88% 1
Oxfordshire +14 20 £62,500 +13.64%
Surrey +17 19 £65,000 +23.81%
Berkshire +52 18 £45,000 -25.00%
West Sussex +9 11 £65,000 +4.84% 1
Buckinghamshire +11 7 £55,000 +83.33%
Big Data Analytics
England

For the 6 months to 20 November 2017, IT jobs citing Big Data 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 Big Data Analytics.

1 85 (100.00%) Big Data
1 85 (100.00%) Analytics
2 81 (95.29%) Data Analytics
3 56 (65.88%) Agile Software Development
4 50 (58.82%) Python
5 43 (50.59%) JavaScript
6 34 (40.00%) HTML
7 32 (37.65%) CSS
7 32 (37.65%) Continuous Integration
8 31 (36.47%) Elasticsearch
9 29 (34.12%) AngularJS
9 29 (34.12%) Apache Spark
10 27 (31.76%) Linux
11 26 (30.59%) SQL
12 25 (29.41%) Java
12 25 (29.41%) JIRA
12 25 (29.41%) PostgreSQL
13 24 (28.24%) Node.js
14 23 (27.06%) jQuery
14 23 (27.06%) Amazon AWS
15 22 (25.88%) Scrum
16 21 (24.71%) Data Warehouse
16 21 (24.71%) Business Intelligence
16 21 (24.71%) Microsoft Azure
17 20 (23.53%) Git (software)
17 20 (23.53%) Django
17 20 (23.53%) Data Analysis
18 19 (22.35%) Web Design
18 19 (22.35%) Windows
18 19 (22.35%) C#

Big Data 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 31 (36.47%) Elasticsearch
2 29 (34.12%) Apache Spark
3 7 (8.24%) JBoss
4 6 (7.06%) MS Project Server
5 4 (4.71%) Apache Pig
6 2 (2.35%) Apache
6 2 (2.35%) CMS
6 2 (2.35%) GeoServer
Applications
1 8 (9.41%) Microsoft Excel
1 8 (9.41%) Microsoft PowerPoint
2 6 (7.06%) Microsoft Office
2 6 (7.06%) Microsoft Project
3 2 (2.35%) MS Visio
Cloud Services
1 23 (27.06%) Amazon AWS
2 21 (24.71%) Microsoft Azure
3 5 (5.88%) Cloud Computing
4 4 (4.71%) Amazon EMR
5 3 (3.53%) npm
6 2 (2.35%) Azure Data Factory
6 2 (2.35%) Serverless
7 1 (1.18%) Amazon EC2
7 1 (1.18%) AWS CloudFormation
Communications & Networking
1 10 (11.76%) Wireless
2 2 (2.35%) Firewall
2 2 (2.35%) Internet
2 2 (2.35%) TCP/IP
3 1 (1.18%) Bluetooth
3 1 (1.18%) Ethernet
3 1 (1.18%) LAN
3 1 (1.18%) MQTT
3 1 (1.18%) WAN
3 1 (1.18%) Wi-Fi
3 1 (1.18%) ZigBee
Database & Business Intelligence
1 85 (100.00%) Big Data
2 25 (29.41%) PostgreSQL
3 21 (24.71%) Data Warehouse
4 18 (21.18%) NoSQL
5 14 (16.47%) Amazon DynamoDB
5 14 (16.47%) Hadoop
6 8 (9.41%) Pentaho
7 7 (8.24%) MongoDB
7 7 (8.24%) Neo4j
8 6 (7.06%) HBase
8 6 (7.06%) SQL Server
9 5 (5.88%) SQL Server Integration Services
10 4 (4.71%) Apache Hive
10 4 (4.71%) Impala
10 4 (4.71%) MySQL
10 4 (4.71%) QlikView
10 4 (4.71%) Relational Database
10 4 (4.71%) SQL Server Analysis Services
10 4 (4.71%) Sqoop
10 4 (4.71%) Star Schema
Development Applications
1 25 (29.41%) JIRA
2 20 (23.53%) Git (software)
3 13 (15.29%) Mocha
4 7 (8.24%) Talend Open Studio
5 3 (3.53%) Eclipse
5 3 (3.53%) Eclipse RCP
6 2 (2.35%) Burp Suite
6 2 (2.35%) Metasploit
6 2 (2.35%) NUnit
6 2 (2.35%) Team Foundation Server
7 1 (1.18%) Atlassian Bamboo
7 1 (1.18%) Jenkins
7 1 (1.18%) Travis CI
General
1 15 (17.65%) Finance
2 4 (4.71%) Military
3 3 (3.53%) Retail
4 2 (2.35%) Financial Institution
4 2 (2.35%) Spanish Language
5 1 (1.18%) Banking
5 1 (1.18%) Electronics
Job Titles
1 58 (68.24%) Developer
2 27 (31.76%) JavaScript Developer
3 20 (23.53%) Python Developer
4 14 (16.47%) Angular Developer
4 14 (16.47%) Full Stack Developer
4 14 (16.47%) Software Developer
5 13 (15.29%) Architect
6 12 (14.12%) Senior Developer
7 11 (12.94%) Data Architect
8 10 (11.76%) Senior Software Developer
9 9 (10.59%) Node.js Developer
9 9 (10.59%) NoSQL Developer
10 8 (9.41%) Big Data Architect
10 8 (9.41%) Business Intelligence Architect
10 8 (9.41%) Project Manager
10 8 (9.41%) Senior JavaScript Developer
10 8 (9.41%) Senior Python Developer
11 7 (8.24%) Django Developer
11 7 (8.24%) Python/Django Developer
12 6 (7.06%) Java Developer
Libraries, Frameworks & Software Standards
1 34 (40.00%) HTML
2 32 (37.65%) CSS
3 29 (34.12%) AngularJS
4 24 (28.24%) Node.js
5 23 (27.06%) jQuery
6 20 (23.53%) Django
7 17 (20.00%) React
8 9 (10.59%) Middleware
8 9 (10.59%) Spring
9 7 (8.24%) ActiveMQ
9 7 (8.24%) Apache Camel
9 7 (8.24%) Apache CXF
9 7 (8.24%) D3.js
9 7 (8.24%) Drools
9 7 (8.24%) Elastic Stack
9 7 (8.24%) jBPM
10 5 (5.88%) MEAN Stack
10 5 (5.88%) Swing
10 5 (5.88%) SWT
10 5 (5.88%) XML
Miscellaneous
1 10 (11.76%) Computer Science
1 10 (11.76%) Greenfield Project
2 7 (8.24%) Analytical Skills
3 3 (3.53%) Mobile App
3 3 (3.53%) User Experience
4 2 (2.35%) Algorithms
4 2 (2.35%) BBC
4 2 (2.35%) Cyber Attack
4 2 (2.35%) Internet of Things
4 2 (2.35%) Management Information System
5 1 (1.18%) Data Structures
5 1 (1.18%) Fintech
5 1 (1.18%) Hybrid Cloud
5 1 (1.18%) SCADA
Operating Systems
1 27 (31.76%) Linux
2 19 (22.35%) Windows
3 7 (8.24%) CentOS
3 7 (8.24%) Ubuntu
4 2 (2.35%) Kali Linux
Processes & Methodologies
1 85 (100.00%) Analytics
2 81 (95.29%) Data Analytics
3 56 (65.88%) Agile Software Development
4 32 (37.65%) Continuous Integration
5 22 (25.88%) Scrum
6 21 (24.71%) Business Intelligence
7 20 (23.53%) Data Analysis
8 19 (22.35%) Front End Development
8 19 (22.35%) Web Design
9 16 (18.82%) Responsive Web Design
9 16 (18.82%) Workload Management
10 15 (17.65%) Data Management
10 15 (17.65%) Data Modelling
10 15 (17.65%) Master Data Management
10 15 (17.65%) Microservices
11 13 (15.29%) Integration Testing
11 13 (15.29%) TDD
12 12 (14.12%) Data Integration
13 11 (12.94%) Data Strategy
14 10 (11.76%) Open Source
Programming Languages
1 50 (58.82%) Python
2 43 (50.59%) JavaScript
3 26 (30.59%) SQL
4 25 (29.41%) Java
5 19 (22.35%) C#
6 13 (15.29%) Go
7 7 (8.24%) Jython
8 3 (3.53%) C++
8 3 (3.53%) ES6
9 2 (2.35%) Perl
9 2 (2.35%) Scala
10 1 (1.18%) C
Qualifications
1 11 (12.94%) Degree
2 7 (8.24%) Computer Science Degree
3 4 (4.71%) SC Cleared
3 4 (4.71%) Security Cleared
4 2 (2.35%) CISM
4 2 (2.35%) CISSP
Quality Assurance & Compliance
1 5 (5.88%) Data Quality
2 4 (4.71%) QA
3 2 (2.35%) ISO/IEC 27001
3 2 (2.35%) PCI DSS
3 2 (2.35%) Sarbanes-Oxley
System Software
1 15 (17.65%) Docker
2 4 (4.71%) Apache Flume
2 4 (4.71%) HDFS
Systems Management
1 4 (4.71%) Nagios
1 4 (4.71%) Oozie
2 1 (1.18%) HAProxy
2 1 (1.18%) Marathon
Vendors
1 14 (16.47%) Microsoft
2 7 (8.24%) Oracle
2 7 (8.24%) Talend
3 6 (7.06%) Tableau
4 4 (4.71%) Cloudera
5 2 (2.35%) TOWER Software
6 1 (1.18%) Informatica
6 1 (1.18%) SAP