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 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Big Data Analytics
UK / England
Rank 714 762 850
Rank change year-on-year
+48 +88
Permanent jobs citing Big Data Analytics 99 137 73
As % of all permanent IT jobs located in England 0.13% 0.15% 0.074%
As % of the Processes & Methodologies category 0.14% 0.17% 0.086%
Number of salaries quoted 86 105 67
Median salary £60,250 £65,000 £65,000
Median salary % change year-on-year
-7.30% -
90% offered a salary of more than £37,500 £43,000 £48,500
10% offered a salary of more than £97,500 £97,000 £80,000
UK excluding London median salary £50,000 £65,000 £62,500
% change year-on-year
-23.07% +4.00%

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
69738 81869 84614
As % of all permanent IT jobs located in England 88.16% 87.70% 86.05%
Number of salaries quoted 57894 68873 70362
Median salary £50,000 £50,000 £48,000
Median salary % change year-on-year
- +4.16%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £72,500 £77,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 20 January 2017.

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 20 January 2017. 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 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 +52 65 £68,750 +5.76% 11
North West +3 19 £37,500 -50.00% 2
South East +42 8 £55,000 -8.33% 5
South West - 7 £51,250 - 1
Big Data Analytics
UK

Big Data Analytics
Top 30 Related IT Skills in England

For the 6 months to 20 January 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 England region with a requirement for Big Data Analytics.

1 248 (100.00%) Big Data
2 246 (99.19%) Analytics
3 242 (97.58%) Data Analytics
4 94 (37.90%) Agile Software Development
5 83 (33.47%) Hadoop
6 81 (32.66%) Python
7 79 (31.85%) Java
8 76 (30.65%) Degree
9 73 (29.44%) Apache Spark
10 69 (27.82%) Visualisation
11 65 (26.21%) SQL
12 63 (25.40%) Software Engineering
13 60 (24.19%) Computer Science
14 56 (22.58%) Oracle
14 56 (22.58%) NoSQL
15 54 (21.77%) AngularJS
16 52 (20.97%) MySQL
17 51 (20.56%) MongoDB
18 49 (19.76%) Amazon AWS
19 48 (19.35%) JavaScript
20 47 (18.95%) Algorithms
21 45 (18.15%) Scrum
22 44 (17.74%) Statistics
22 44 (17.74%) Relational Database
23 43 (17.34%) Ruby
23 43 (17.34%) SQL Server
23 43 (17.34%) Business Intelligence
24 42 (16.94%) Spring
24 42 (16.94%) Apache Hive
25 41 (16.53%) HTML

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 73 (29.44%) Apache Spark
2 37 (14.92%) Apache Pig
3 34 (13.71%) Elasticsearch
4 19 (7.66%) SAS
5 9 (3.63%) Apache
6 3 (1.21%) Adobe Experience Manager
6 3 (1.21%) Apache Solr
6 3 (1.21%) Mule
7 2 (0.81%) JBoss
8 1 (0.40%) Facebook Platform
Applications
1 28 (11.29%) MS Excel
2 10 (4.03%) MS PowerPoint
3 6 (2.42%) SPSS
4 3 (1.21%) MS Office
Business Applications
1 1 (0.40%) SAP Oil and Gas
Cloud Services
1 49 (19.76%) Amazon AWS
2 23 (9.27%) GitHub
3 19 (7.66%) Cloud Computing
4 11 (4.44%) Google Analytics
5 10 (4.03%) Microsoft Azure
6 6 (2.42%) Amazon EC2
7 4 (1.61%) IBM Cloud
7 4 (1.61%) SaaS
8 2 (0.81%) Google Cloud Platform
9 1 (0.40%) AdWords
9 1 (0.40%) Amazon Kinesis
9 1 (0.40%) AWS Lambda
9 1 (0.40%) IaaS
9 1 (0.40%) iTunes
9 1 (0.40%) PaaS
Communications & Networking
1 21 (8.47%) HTTP
2 6 (2.42%) Internet
2 6 (2.42%) Network Security
3 3 (1.21%) SSL
3 3 (1.21%) WebEx
4 1 (0.40%) Kerberos
4 1 (0.40%) LDAP
4 1 (0.40%) PPP
Database & Business Intelligence
1 248 (100.00%) Big Data
2 83 (33.47%) Hadoop
3 56 (22.58%) NoSQL
4 52 (20.97%) MySQL
5 51 (20.56%) MongoDB
6 44 (17.74%) Relational Database
7 43 (17.34%) SQL Server
8 42 (16.94%) Apache Hive
9 33 (13.31%) Data Warehouse
10 32 (12.90%) RDBMS
11 20 (8.06%) SQL Server Integration Services
12 16 (6.45%) SQL Server Reporting Services
13 15 (6.05%) HBase
14 13 (5.24%) PostgreSQL
15 12 (4.84%) Apache Cassandra
15 12 (4.84%) QlikView
16 11 (4.44%) Power BI
17 10 (4.03%) Data Mining
18 9 (3.63%) Data Lake
19 8 (3.23%) Pentaho
Development Applications
1 20 (8.06%) JIRA
2 11 (4.44%) Git (software)
3 10 (4.03%) NUnit
3 10 (4.03%) Ranorex
3 10 (4.03%) Rhino Mocks
3 10 (4.03%) Team Foundation Server
4 9 (3.63%) Jenkins
5 6 (2.42%) Talend Open Studio
6 5 (2.02%) Subversion
6 5 (2.02%) ZenHub
7 3 (1.21%) Hudson
7 3 (1.21%) Vagrant
8 1 (0.40%) Maven
General
1 39 (15.73%) Finance
2 22 (8.87%) Marketing
3 18 (7.26%) Advertising
4 16 (6.45%) Retail
5 10 (4.03%) Military
6 6 (2.42%) Games
6 6 (2.42%) Telecoms
7 4 (1.61%) Banking
7 4 (1.61%) Financial Institution
8 2 (0.81%) Electronics
8 2 (0.81%) Manufacturing
8 2 (0.81%) Pharmaceutical
9 1 (0.40%) Dutch Language
9 1 (0.40%) Investment Banking
9 1 (0.40%) Music Industry
9 1 (0.40%) Spanish Language
Job Titles
1 86 (34.68%) Developer
2 32 (12.90%) Analyst
3 30 (12.10%) Software Engineer
4 28 (11.29%) Architect
5 21 (8.47%) Scala Developer
6 20 (8.06%) Data Scientist
7 19 (7.66%) Data Architect
8 18 (7.26%) Big Data Developer
8 18 (7.26%) Java Developer
8 18 (7.26%) Software Developer
9 16 (6.45%) Senior Developer
10 15 (6.05%) Data Engineer
11 11 (4.44%) Big Data Architect
11 11 (4.44%) Business Analyst
11 11 (4.44%) Consultant
11 11 (4.44%) Data Analyst
11 11 (4.44%) Hadoop Developer
11 11 (4.44%) Senior Data Scientist
12 10 (4.03%) ETL Developer
13 9 (3.63%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 54 (21.77%) AngularJS
2 42 (16.94%) Spring
3 41 (16.53%) HTML
4 38 (15.32%) CSS
5 34 (13.71%) Middleware
6 33 (13.31%) Hibernate
7 32 (12.90%) Apache Camel
7 32 (12.90%) HTML5
8 31 (12.50%) CSS3
9 30 (12.10%) LAMP
10 29 (11.69%) Java EE
10 29 (11.69%) Node.js
11 24 (9.68%) jQuery
12 22 (8.87%) REST
13 19 (7.66%) .NET
13 19 (7.66%) Akka
14 17 (6.85%) Play Framework
15 8 (3.23%) RESTful
16 7 (2.82%) D3.js
16 7 (2.82%) Django
Miscellaneous
1 69 (27.82%) Visualisation
2 60 (24.19%) Computer Science
3 47 (18.95%) Algorithms
4 44 (17.74%) Statistics
5 35 (14.11%) Mathematics
6 30 (12.10%) PKI
7 27 (10.89%) Analytical Skills
8 18 (7.26%) Data Structures
9 15 (6.05%) Data Centre
10 14 (5.65%) User Experience
11 13 (5.24%) Management Information System
12 12 (4.84%) Mobile App
13 10 (4.03%) Physics
14 8 (3.23%) Fintech
14 8 (3.23%) Psychology
15 6 (2.42%) Enterprise Software
15 6 (2.42%) iPhone
16 5 (2.02%) Social Media
16 5 (2.02%) Taxonomies
16 5 (2.02%) Xbox
Operating Systems
1 40 (16.13%) Linux
2 8 (3.23%) Windows
3 6 (2.42%) Android
3 6 (2.42%) Apple iOS
4 4 (1.61%) Unix
5 2 (0.81%) CentOS
5 2 (0.81%) Ubuntu
Processes & Methodologies
1 246 (99.19%) Analytics
2 242 (97.58%) Data Analytics
3 94 (37.90%) Agile Software Development
4 63 (25.40%) Software Engineering
5 45 (18.15%) Scrum
6 43 (17.34%) Business Intelligence
7 37 (14.92%) DevOps
7 37 (14.92%) Open Source
8 33 (13.31%) TDD
9 32 (12.90%) Time Management
10 31 (12.50%) Continuous Improvement
11 29 (11.69%) Data Visualisation
12 26 (10.48%) Functional Programming
13 25 (10.08%) ETL
14 22 (8.87%) Machine Learning
15 20 (8.06%) Continuous Integration
15 20 (8.06%) Migration
16 19 (7.66%) SDLC
16 19 (7.66%) User Stories
17 18 (7.26%) Data Modelling
Programming Languages
1 81 (32.66%) Python
2 79 (31.85%) Java
3 65 (26.21%) SQL
4 48 (19.35%) JavaScript
5 43 (17.34%) Ruby
6 40 (16.13%) Scala
7 38 (15.32%) Perl
8 35 (14.11%) C#
9 31 (12.50%) C
10 23 (9.27%) R
11 18 (7.26%) C++
12 15 (6.05%) T-SQL
13 9 (3.63%) PL/SQL
14 7 (2.82%) Haskell
14 7 (2.82%) HiveQL
15 6 (2.42%) Lua
15 6 (2.42%) VBA
16 3 (1.21%) Erlang
16 3 (1.21%) MATLAB
16 3 (1.21%) PHP
Qualifications
1 76 (30.65%) Degree
2 30 (12.10%) Security Cleared
3 16 (6.45%) DV Cleared
4 15 (6.05%) PhD
5 8 (3.23%) SC Cleared
6 1 (0.40%) CBAP
6 1 (0.40%) CCNA
6 1 (0.40%) CEH
6 1 (0.40%) Cisco Certification
6 1 (0.40%) CISSP
6 1 (0.40%) GCFA
6 1 (0.40%) GCIA
6 1 (0.40%) IIBA
Quality Assurance & Compliance
1 5 (2.02%) Data Quality
1 5 (2.02%) QA
2 1 (0.40%) CRD IV
2 1 (0.40%) GCP
2 1 (0.40%) ISO20022
2 1 (0.40%) SDET
2 1 (0.40%) Solvency II
System Software
1 27 (10.89%) Hyper-V
1 27 (10.89%) VMware Infrastructure
2 12 (4.84%) HDFS
3 9 (3.63%) Virtual Machines
4 6 (2.42%) Docker
5 3 (1.21%) Apache Flume
Systems Management
1 10 (4.03%) HP Quality Center
2 7 (2.82%) Puppet
3 5 (2.02%) Hadoop YARN
4 4 (1.61%) Kibana
5 3 (1.21%) Oozie
6 2 (0.81%) Ansible
6 2 (0.81%) Opscode Chef
7 1 (0.40%) Ambari
7 1 (0.40%) Graphite
7 1 (0.40%) logstash
7 1 (0.40%) Nagios
7 1 (0.40%) Salt
7 1 (0.40%) ZABBIX
Vendors
1 56 (22.58%) Oracle
2 27 (10.89%) VMware
3 22 (8.87%) Microsoft
4 16 (6.45%) Hortonworks
5 15 (6.05%) Cognos
6 13 (5.24%) Google
6 13 (5.24%) MuleSoft
6 13 (5.24%) Tableau
7 12 (4.84%) Cloudera
7 12 (4.84%) IBM
8 8 (3.23%) Netezza
9 7 (2.82%) Sybase
10 6 (2.42%) Talend
11 5 (2.02%) MicroStrategy
11 5 (2.02%) SAP
12 4 (1.61%) Cisco
12 4 (1.61%) Greenplum
13 3 (1.21%) AppDynamics
13 3 (1.21%) Intel
13 3 (1.21%) Salesforce.com
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Salary: c£120,000 - £140,000 Package
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Salary: Up to £55,000 per annum DOE
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Salary: From £60,000 to £70,000 per annum amazing benefits packages
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