The table below looks at the statistics for Big Data Analytics skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Big Data Analytics over the 3 months to 27 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 May 2016
Same period 2015 Same period 2014
Big Data Analytics
Rank 725 782 883
Rank change year-on-year
+57 +101
Permanent jobs citing Big Data Analytics 181 140 92
As % of all permanent IT jobs located in England 0.19% 0.14% 0.083%
As % of the Processes & Methodologies category 0.22% 0.16% 0.098%
Number of salaries quoted 147 107 80
Median salary £62,500 £55,000 £56,250
Median salary % change year-on-year
+13.63% -2.22%
90% offered a salary of more than £46,500 £37,500 £29,750
10% offered a salary of more than £93,500 £95,000 £100,000
UK excluding London median salary £54,000 £60,000 £55,000
% change year-on-year
-10.00% +9.09%
Big Data Analytics
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the England region.

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
82088 85947 94274
As % of all permanent IT jobs located in England 87.92% 86.25% 85.39%
Number of salaries quoted 69243 70640 77351
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,000 £31,500
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Big Data Analytics
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Big Data Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Big Data Analytics Jobs Demand Trend in England

Big Data Analytics
Salary Trend in England

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

Big Data Analytics Salary Trend in England

Big Data Analytics
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Big Data Analytics across the England region over the 3 months to 27 May 2016.

Big Data Analytics Salary Histogram in England

Big Data Analytics
Job Locations in England

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 England region over the 3 months to 27 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +18 101 £72,500 +31.81% 14
South East +30 33 £58,750 -2.08% 7
South West +7 22 £54,000 +86.20% 2
East of England - 11 £60,000 - 1
Yorkshire - 9 £45,000 -
East Midlands - 4 £50,000 -
North West +16 1 £47,500 -56.81%
Big Data Analytics
UK

Big Data Analytics
Top 30 Related IT Skills in England

For the 6 months to 27 May 2016, 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 England region with a requirement for Big Data Analytics.

1 319 (100.00%) Big Data
2 318 (99.69%) Analytics
3 316 (99.06%) Data Analytics
4 167 (52.35%) Hadoop
5 162 (50.78%) Java
6 119 (37.30%) SQL
7 116 (36.36%) Python
8 89 (27.90%) NoSQL
9 87 (27.27%) MongoDB
10 84 (26.33%) Apache Spark
11 83 (26.02%) Visualisation
12 78 (24.45%) Agile Software Development
13 69 (21.63%) Business Intelligence
14 66 (20.69%) ETL
14 66 (20.69%) JavaScript
15 63 (19.75%) R
16 62 (19.44%) Open Source
16 62 (19.44%) Analytical Skills
17 61 (19.12%) Scala
18 60 (18.81%) Apache Hive
19 58 (18.18%) Machine Learning
20 57 (17.87%) Amazon AWS
20 57 (17.87%) Degree
20 57 (17.87%) Computer Science
21 55 (17.24%) AngularJS
22 54 (16.93%) Oracle
23 53 (16.61%) Mathematics
24 51 (15.99%) Cloudera
25 48 (15.05%) MySQL
25 48 (15.05%) Data Visualisation

Big Data Analytics
Top Related IT Skills in England 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 84 (26.33%) Apache Spark
2 48 (15.05%) Node.js
3 40 (12.54%) Apache Pig
4 33 (10.34%) SAS
5 13 (4.08%) Elasticsearch
5 13 (4.08%) Mule
6 4 (1.25%) Apache
7 2 (0.63%) ArcGIS
7 2 (0.63%) CMS
7 2 (0.63%) JBoss
7 2 (0.63%) Tomcat
7 2 (0.63%) WebLogic
7 2 (0.63%) WebSphere
8 1 (0.31%) OpenStack
Applications
1 17 (5.33%) MS PowerPoint
2 12 (3.76%) MS Excel
3 7 (2.19%) SPSS
4 5 (1.57%) GNU Octave
5 1 (0.31%) MS Office
Cloud Services
1 57 (17.87%) Amazon AWS
2 28 (8.78%) Microsoft Azure
3 18 (5.64%) GitHub
4 16 (5.02%) SaaS
5 13 (4.08%) Google Analytics
6 6 (1.88%) Amazon EC2
6 6 (1.88%) Cloud Computing
7 5 (1.57%) AWS CloudFormation
8 3 (0.94%) AdWords
9 2 (0.63%) Google Cloud Platform
9 2 (0.63%) IaaS
9 2 (0.63%) PaaS
10 1 (0.31%) Amazon S3
Communications & Networking
1 13 (4.08%) WebEx
2 9 (2.82%) HTTP
3 4 (1.25%) Bluetooth
3 4 (1.25%) Wi-Fi
3 4 (1.25%) Wireless
4 3 (0.94%) Internet
5 2 (0.63%) HTTPS
5 2 (0.63%) Unified Communications
6 1 (0.31%) AMQP
6 1 (0.31%) DNS
6 1 (0.31%) LAN
6 1 (0.31%) SNMP
6 1 (0.31%) SSH
6 1 (0.31%) TCP/IP
6 1 (0.31%) VPN
6 1 (0.31%) WAN
6 1 (0.31%) WLAN
Database & Business Intelligence
1 319 (100.00%) Big Data
2 167 (52.35%) Hadoop
3 89 (27.90%) NoSQL
4 87 (27.27%) MongoDB
5 60 (18.81%) Apache Hive
6 48 (15.05%) MySQL
7 42 (13.17%) SQL Server
8 38 (11.91%) Apache Cassandra
9 32 (10.03%) Neo4j
10 31 (9.72%) Data Warehouse
11 28 (8.78%) Data Mining
11 28 (8.78%) QlikView
12 22 (6.90%) Impala
13 21 (6.58%) Amazon Redshift
13 21 (6.58%) PostgreSQL
14 19 (5.96%) Relational Database
15 18 (5.64%) HBase
15 18 (5.64%) SQL Server Integration Services
16 17 (5.33%) Parquet
17 14 (4.39%) Pentaho
Development Applications
1 39 (12.23%) Jenkins
2 20 (6.27%) JIRA
3 18 (5.64%) Talend Open Studio
4 17 (5.33%) Git (software)
5 13 (4.08%) Hudson
6 12 (3.76%) Vagrant
7 10 (3.13%) SQL Server Management Studio (SSMS)
8 6 (1.88%) TeamCity
9 5 (1.57%) JUnit
10 4 (1.25%) ERwin
11 3 (0.94%) Checkstyle
11 3 (0.94%) FindBugs
11 3 (0.94%) JIRA Agile
11 3 (0.94%) Oracle APEX
11 3 (0.94%) Subversion
11 3 (0.94%) Toad
12 2 (0.63%) Eclipse
13 1 (0.31%) IntelliJ
13 1 (0.31%) Mocha
13 1 (0.31%) NetBeans
General
1 42 (13.17%) Finance
2 34 (10.66%) Retail
3 24 (7.52%) Marketing
4 18 (5.64%) Advertising
5 17 (5.33%) Banking
5 17 (5.33%) Games
6 15 (4.70%) Telecoms
7 13 (4.08%) Manufacturing
8 8 (2.51%) Front Office
8 8 (2.51%) Law
9 6 (1.88%) Financial Institution
10 2 (0.63%) Investment Banking
11 1 (0.31%) Legal
11 1 (0.31%) Pharmaceutical
11 1 (0.31%) Publishing
Job Titles
1 94 (29.47%) Developer
2 68 (21.32%) Data Scientist
3 51 (15.99%) Architect
4 50 (15.67%) Analyst
5 45 (14.11%) Data Analyst
6 33 (10.34%) Big Data Developer
7 29 (9.09%) Data Architect
8 27 (8.46%) Big Data Architect
9 26 (8.15%) Java Developer
10 24 (7.52%) Big Data Engineer
11 21 (6.58%) Consultant
11 21 (6.58%) Senior Developer
12 19 (5.96%) Big Data Manager
12 19 (5.96%) Data Engineer
13 17 (5.33%) Big Data Consultant
13 17 (5.33%) Data Consultant
14 16 (5.02%) Big Data Analyst
14 16 (5.02%) Technical Architect
15 15 (4.70%) Hadoop Engineer
15 15 (4.70%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 55 (17.24%) AngularJS
2 42 (13.17%) XML
3 34 (10.66%) Spring
4 29 (9.09%) HTML
5 28 (8.78%) HTML5
6 26 (8.15%) Middleware
7 22 (6.90%) jQuery
8 20 (6.27%) JSON
8 20 (6.27%) Kafka
9 17 (5.33%) Hibernate
10 13 (4.08%) Spark Streaming
10 13 (4.08%) Twitter Bootstrap
11 12 (3.76%) Web Services
12 11 (3.45%) REST
13 10 (3.13%) .NET
13 10 (3.13%) XSD
14 9 (2.82%) CSS
14 9 (2.82%) Struts
15 8 (2.51%) CSS3
16 7 (2.19%) Spring XD
Miscellaneous
1 83 (26.02%) Visualisation
2 62 (19.44%) Analytical Skills
3 57 (17.87%) Computer Science
4 53 (16.61%) Mathematics
5 32 (10.03%) Statistics
6 25 (7.84%) Algorithms
7 16 (5.02%) Physics
8 13 (4.08%) Cybercrime
9 12 (3.76%) Data Centre
9 12 (3.76%) Management Information System
10 10 (3.13%) Data Integration
11 9 (2.82%) Cyberthreat
11 9 (2.82%) Mobile App
11 9 (2.82%) User Experience
12 8 (2.51%) Data Conversion
12 8 (2.51%) Public Cloud
13 6 (1.88%) Cyber Attack
13 6 (1.88%) PKI
13 6 (1.88%) PMI
13 6 (1.88%) Video on Demand
Operating Systems
1 43 (13.48%) Linux
2 28 (8.78%) Android
3 24 (7.52%) Unix
4 15 (4.70%) Windows
5 14 (4.39%) Apple iOS
6 4 (1.25%) Windows Mobile
7 1 (0.31%) CentOS
7 1 (0.31%) Ubuntu
Processes & Methodologies
1 318 (99.69%) Analytics
2 316 (99.06%) Data Analytics
3 78 (24.45%) Agile Software Development
4 69 (21.63%) Business Intelligence
5 66 (20.69%) ETL
6 62 (19.44%) Open Source
7 58 (18.18%) Machine Learning
8 48 (15.05%) Data Visualisation
9 45 (14.11%) DevOps
10 44 (13.79%) Software Engineering
11 42 (13.17%) Data Management
12 37 (11.60%) TDD
13 35 (10.97%) MapReduce
14 31 (9.72%) TOGAF
15 29 (9.09%) Statistical Analysis
16 27 (8.46%) Predictive Modelling
16 27 (8.46%) Project Management
17 26 (8.15%) Continuous Integration
17 26 (8.15%) Presales
18 25 (7.84%) E-Commerce
Programming Languages
1 162 (50.78%) Java
2 119 (37.30%) SQL
3 116 (36.36%) Python
4 66 (20.69%) JavaScript
5 63 (19.75%) R
6 61 (19.12%) Scala
7 40 (12.54%) C#
8 33 (10.34%) C
9 32 (10.03%) C++
10 22 (6.90%) Ruby
11 17 (5.33%) MATLAB
12 14 (4.39%) Groovy
12 14 (4.39%) T-SQL
13 13 (4.08%) VBA
14 11 (3.45%) Clojure
15 7 (2.19%) PL/SQL
16 6 (1.88%) Shell Script
17 5 (1.57%) Perl
18 3 (0.94%) PHP
19 2 (0.63%) Bash Shell
Qualifications
1 57 (17.87%) Degree
2 39 (12.23%) PhD
3 30 (9.40%) Security Cleared
4 15 (4.70%) SC Cleared
5 13 (4.08%) DV Cleared
6 9 (2.82%) PMI Certification
6 9 (2.82%) PMP
7 8 (2.51%) MBA
8 2 (0.63%) Oracle Certification
8 2 (0.63%) Postgraduate
9 1 (0.31%) MCITP
9 1 (0.31%) MCSE
9 1 (0.31%) Microsoft Certification
Quality Assurance & Compliance
1 18 (5.64%) QA
2 10 (3.13%) Data Quality
System Software
1 24 (7.52%) HDFS
2 19 (5.96%) Docker
3 16 (5.02%) VMware Infrastructure
4 9 (2.82%) Apache Flume
5 7 (2.19%) Hyper-V
6 4 (1.25%) VirtualBox
7 2 (0.63%) Apache ZooKeeper
Systems Management
1 20 (6.27%) Puppet
2 9 (2.82%) Hadoop YARN
3 6 (1.88%) Packer
4 5 (1.57%) HAProxy
5 4 (1.25%) Oozie
6 2 (0.63%) Ambari
6 2 (0.63%) Opscode Chef
7 1 (0.31%) Ansible
7 1 (0.31%) EnCase
7 1 (0.31%) Nagios
7 1 (0.31%) ZABBIX
Vendors
1 54 (16.93%) Oracle
2 51 (15.99%) Cloudera
3 38 (11.91%) Hortonworks
4 36 (11.29%) Tableau
5 23 (7.21%) MuleSoft
6 22 (6.90%) IBM
7 21 (6.58%) Greenplum
8 19 (5.96%) Google
9 18 (5.64%) Talend
10 16 (5.02%) VMware
11 15 (4.70%) TIBCO
12 13 (4.08%) AppDynamics
13 12 (3.76%) Informatica
14 11 (3.45%) Microsoft
15 10 (3.13%) Cognos
16 9 (2.82%) Splunk
17 6 (1.88%) ArcSight
17 6 (1.88%) HP
17 6 (1.88%) MapR
17 6 (1.88%) MicroStrategy
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Posted: Yesterday
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Salary: £40000.00 - £65000.00 per annum + package
Posted: 22 hours ago
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Salary: £85k to £100k + benefits
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Salary: £60,000 - £100,000
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City, London
Opus Recruitment Solutions Ltd
Salary: £65000 - £90000 per annum
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Salary: £35,000 - £70,000 + strong package
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Hatfield, Hertfordshire
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Salary: £45000 - £55000 per annum + Car allowance, bonus and benefits
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Brighton, East Sussex
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Salary: £30k - 45k per year
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Salary: £50,000 - £60,000 per year
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Salary: £40000.00 - £60000.00 per annum + bonus + Benefits
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Salary: £50k to £60k + benefits
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Salary: £80000 - £85000 per annum + competitive
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Client Server
Salary: £85k to £100k + benefits
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Salary: £35000 - £55000 per annum
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City, London
CGI
Salary: benefits
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City, London
CGI
Salary: benefits
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City, London
CGI
Salary: benefits
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London
Client Server
Salary: £85,000 to £100,000 + benefits
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Salary: £50,000 to £60,000 + benefits
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