The following table provides summary statistics for permanent job vacancies advertised in England 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 3 months to 27 March 2017 with a comparison to the same period in the previous 2 years.

Big Data Analytics
UK / England
3 months to
27 Mar 2017
Same period 2016 Same period 2015
Rank 763 780 809
Rank change year-on-year +17 +29  
Permanent jobs citing Big Data Analytics 80 152 122
As % of all permanent IT jobs advertised in England 0.10% 0.16% 0.12%
As % of the Processes & Methodologies category 0.11% 0.18% 0.14%
Number of salaries quoted 60 122 97
Median salary £60,000 £65,000 £55,000
Median salary % change year-on-year -7.69% +18.18%  
90% offered a salary of more than £35,000 £45,250 £40,000
10% offered a salary of more than £95,000 £80,000 £80,000
UK excluding London median salary £60,000 £50,750 £60,000
% change year-on-year +18.22% -15.41%  

Big Data Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 70819 85904 87927
As % of all permanent IT job vacancies advertised in England 89.12% 88.61% 86.98%
Number of salaries quoted 58715 71854 71888
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Big Data Analytics
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Big Data Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Big Data Analytics 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 in England.

Salary trend for Big Data Analytics in England

Big Data Analytics
Salary Histogram in England

The salary distribution of IT jobs citing Big Data Analytics in England over the 3 months to 27 March 2017.

Salary histogram for Big Data Analytics 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 March 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 +37 58 £60,000 -14.28% 7
North West +1 13 £62,500 -3.84% 2
South East +52 8 £60,000 - 2
Yorkshire +11 1 - -
Big Data Analytics
UK

Big Data Analytics
Top 30 Co-occurring IT Skills in England

For the 6 months to 27 March 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.

1 191 (100.00%) Big Data
2 190 (99.48%) Analytics
3 187 (97.91%) Data Analytics
4 73 (38.22%) Agile Software Development
5 72 (37.70%) Python
6 71 (37.17%) Java
7 70 (36.65%) Hadoop
8 64 (33.51%) Visualisation
9 63 (32.98%) Degree
10 60 (31.41%) SQL
11 55 (28.80%) Apache Spark
12 45 (23.56%) JavaScript
13 43 (22.51%) Oracle
14 42 (21.99%) Apache Hive
15 40 (20.94%) Relational Database
16 39 (20.42%) MongoDB
17 37 (19.37%) Apache Pig
17 37 (19.37%) MySQL
18 36 (18.85%) Linux
18 36 (18.85%) Business Intelligence
18 36 (18.85%) Software Engineering
19 35 (18.32%) Mathematics
19 35 (18.32%) HTML
20 34 (17.80%) CSS
21 33 (17.28%) Spring
21 33 (17.28%) NoSQL
22 32 (16.75%) Open Source
22 32 (16.75%) C
23 31 (16.23%) Ruby
23 31 (16.23%) R

Big Data Analytics
Co-occurring 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 55 (28.80%) Apache Spark
2 37 (19.37%) Apache Pig
3 31 (16.23%) Elasticsearch
4 25 (13.09%) SAS
5 8 (4.19%) Apache
6 3 (1.57%) Adobe Experience Manager
6 3 (1.57%) Mule
7 1 (0.52%) Confluence
7 1 (0.52%) nginx
7 1 (0.52%) Oracle Workflow
Applications
1 16 (8.38%) MS Excel
2 13 (6.81%) SPSS
3 7 (3.66%) MS PowerPoint
Business Applications
1 1 (0.52%) SAP Oil and Gas
Cloud Services
1 29 (15.18%) Amazon AWS
2 11 (5.76%) GitHub
3 10 (5.24%) Google Analytics
4 9 (4.71%) Cloud Computing
5 7 (3.66%) Microsoft Azure
6 6 (3.14%) Amazon EC2
7 4 (2.09%) Google Cloud Platform
8 2 (1.05%) IBM Cloud
8 2 (1.05%) SaaS
9 1 (0.52%) IaaS
9 1 (0.52%) PaaS
Communications & Networking
1 10 (5.24%) HTTP
2 8 (4.19%) Network Security
3 5 (2.62%) SSL
4 4 (2.09%) LDAP
5 3 (1.57%) Internet
5 3 (1.57%) WebEx
6 2 (1.05%) SMTP
7 1 (0.52%) Firewall
7 1 (0.52%) Kerberos
7 1 (0.52%) NAS
7 1 (0.52%) NX-OS
7 1 (0.52%) PPP
7 1 (0.52%) SAN
Database & Business Intelligence
1 191 (100.00%) Big Data
2 70 (36.65%) Hadoop
3 42 (21.99%) Apache Hive
4 40 (20.94%) Relational Database
5 39 (20.42%) MongoDB
6 37 (19.37%) MySQL
7 33 (17.28%) NoSQL
8 26 (13.61%) Data Warehouse
8 26 (13.61%) SQL Server
9 25 (13.09%) RDBMS
10 14 (7.33%) HBase
10 14 (7.33%) SQL Server Integration Services
11 9 (4.71%) Power BI
11 9 (4.71%) QlikView
11 9 (4.71%) SQL Server Reporting Services
12 8 (4.19%) Data Mining
13 7 (3.66%) Data Lake
14 6 (3.14%) OLAP
15 5 (2.62%) DB2
15 5 (2.62%) SQL Server Analysis Services
Development Applications
1 13 (6.81%) JIRA
2 7 (3.66%) Jenkins
3 4 (2.09%) Talend Open Studio
4 3 (1.57%) Hudson
5 2 (1.05%) Fiddler
5 2 (1.05%) Git (software)
5 2 (1.05%) gulp
5 2 (1.05%) ReSharper
5 2 (1.05%) Team Foundation Server
5 2 (1.05%) Visual Studio
6 1 (0.52%) FishEye
6 1 (0.52%) Maven
6 1 (0.52%) Sonatype Nexus
General
1 21 (10.99%) Finance
1 21 (10.99%) Marketing
2 17 (8.90%) Retail
3 15 (7.85%) Advertising
4 11 (5.76%) Military
5 7 (3.66%) Telecoms
6 6 (3.14%) Games
7 3 (1.57%) Manufacturing
7 3 (1.57%) Pharmaceutical
8 2 (1.05%) Banking
8 2 (1.05%) Music Industry
9 1 (0.52%) Electronics
9 1 (0.52%) Financial Institution
9 1 (0.52%) Law
Job Titles
1 62 (32.46%) Developer
2 30 (15.71%) Analyst
3 27 (14.14%) Architect
4 19 (9.95%) Java Developer
5 17 (8.90%) Software Engineer
6 16 (8.38%) Software Developer
7 15 (7.85%) Data Architect
7 15 (7.85%) Java Software Developer
8 14 (7.33%) Big Data Developer
8 14 (7.33%) Data Scientist
9 13 (6.81%) Data Analyst
10 12 (6.28%) Scala Developer
11 11 (5.76%) Consultant
11 11 (5.76%) Data Engineer
12 10 (5.24%) Junior
13 9 (4.71%) Big Data Architect
13 9 (4.71%) Hadoop Developer
13 9 (4.71%) JavaScript Developer
13 9 (4.71%) Senior Developer
13 9 (4.71%) Solutions Architect
Libraries, Frameworks & Software Standards
1 35 (18.32%) HTML
2 34 (17.80%) CSS
3 33 (17.28%) Spring
4 31 (16.23%) AngularJS
5 29 (15.18%) HTML5
6 28 (14.66%) CSS3
7 26 (13.61%) Apache Camel
7 26 (13.61%) Middleware
8 25 (13.09%) Hibernate
8 25 (13.09%) Java EE
9 23 (12.04%) LAMP
9 23 (12.04%) Node.js
10 18 (9.42%) REST
11 17 (8.90%) jQuery
12 11 (5.76%) .NET
13 9 (4.71%) Akka
13 9 (4.71%) JSON
13 9 (4.71%) SOAP
13 9 (4.71%) XML
14 8 (4.19%) Play Framework
Miscellaneous
1 31 (16.23%) Analytical Skills
2 27 (14.14%) Computer Science
3 25 (13.09%) Algorithms
3 25 (13.09%) PKI
4 13 (6.81%) User Experience
5 9 (4.71%) Data Structures
5 9 (4.71%) Mobile App
6 7 (3.66%) Cyberthreat
7 6 (3.14%) Data Centre
8 5 (2.62%) Enterprise Software
8 5 (2.62%) Fintech
9 4 (2.09%) Semantic Web
9 4 (2.09%) Social Media
9 4 (2.09%) Xbox
10 3 (1.57%) iPhone
10 3 (1.57%) Life Science
10 3 (1.57%) Linux Command Line
10 3 (1.57%) Management Information System
11 2 (1.05%) NHS
11 2 (1.05%) Taxonomies
Operating Systems
1 36 (18.85%) Linux
2 10 (5.24%) Windows
3 7 (3.66%) Unix
4 4 (2.09%) AIX
4 4 (2.09%) Android
4 4 (2.09%) Apple iOS
4 4 (2.09%) HPUX
4 4 (2.09%) Solaris
5 3 (1.57%) Mac OS X
6 2 (1.05%) Windows 10
6 2 (1.05%) Windows 8
6 2 (1.05%) Windows Server
Processes & Methodologies
1 190 (99.48%) Analytics
2 187 (97.91%) Data Analytics
3 73 (38.22%) Agile Software Development
4 64 (33.51%) Visualisation
5 36 (18.85%) Business Intelligence
5 36 (18.85%) Software Engineering
6 35 (18.32%) Mathematics
7 32 (16.75%) Open Source
8 30 (15.71%) DevOps
8 30 (15.71%) Statistics
9 28 (14.66%) Continuous Improvement
9 28 (14.66%) Scrum
9 28 (14.66%) Time Management
10 24 (12.57%) Data Modelling
10 24 (12.57%) Data Visualisation
11 22 (11.52%) Information Security
11 22 (11.52%) SDLC
11 22 (11.52%) TDD
12 20 (10.47%) ETL
13 17 (8.90%) SOA
Programming Languages
1 72 (37.70%) Python
2 71 (37.17%) Java
3 60 (31.41%) SQL
4 45 (23.56%) JavaScript
5 32 (16.75%) C
6 31 (16.23%) R
6 31 (16.23%) Ruby
7 30 (15.71%) Perl
8 25 (13.09%) C#
9 24 (12.57%) Scala
10 13 (6.81%) T-SQL
11 11 (5.76%) MATLAB
12 10 (5.24%) C++
13 5 (2.62%) Bash Shell
13 5 (2.62%) HiveQL
13 5 (2.62%) PL/SQL
13 5 (2.62%) VBA
14 4 (2.09%) Groovy
15 3 (1.57%) PowerShell
15 3 (1.57%) SPARQL
Qualifications
1 63 (32.98%) Degree
2 25 (13.09%) Security Cleared
3 21 (10.99%) DV Cleared
4 20 (10.47%) PhD
5 2 (1.05%) CBAP
5 2 (1.05%) IIBA
5 2 (1.05%) SC Cleared
6 1 (0.52%) CEH
6 1 (0.52%) CISSP
6 1 (0.52%) GCFA
6 1 (0.52%) GCIA
Quality Assurance & Compliance
1 6 (3.14%) QA
2 4 (2.09%) Data Quality
3 3 (1.57%) PMO
4 2 (1.05%) GCP
5 1 (0.52%) CRD IV
5 1 (0.52%) ISO20022
5 1 (0.52%) Solvency II
System Software
1 24 (12.57%) Hyper-V
1 24 (12.57%) VMware Infrastructure
2 7 (3.66%) HDFS
3 3 (1.57%) Docker
4 2 (1.05%) Apache Flume
5 1 (0.52%) EMC RecoverPoint
5 1 (0.52%) Virtual Machines
Systems Management
1 6 (3.14%) Kibana
2 4 (2.09%) Puppet
3 2 (1.05%) Opscode Chef
4 1 (0.52%) Ansible
4 1 (0.52%) EMC VPLEX
4 1 (0.52%) Oozie
4 1 (0.52%) Simpana
Vendors
1 43 (22.51%) Oracle
2 24 (12.57%) VMware
3 13 (6.81%) Google
4 12 (6.28%) Tableau
5 10 (5.24%) Cognos
6 9 (4.71%) Hortonworks
6 9 (4.71%) MuleSoft
7 7 (3.66%) Microsoft
8 6 (3.14%) IBM
8 6 (3.14%) Splunk
9 5 (2.62%) MicroStrategy
9 5 (2.62%) Netezza
9 5 (2.62%) Sybase
10 4 (2.09%) Cisco
10 4 (2.09%) Cloudera
10 4 (2.09%) Greenplum
10 4 (2.09%) Talend
11 3 (1.57%) AppDynamics
11 3 (1.57%) Intel
12 2 (1.05%) EMC
London
Salt
Salary: £65000.00 - £75000.00 per annum
Posted: 18 hours ago
Buckinghamshire
HAYS INFORMATION TECHNOLOGY
Salary: £50000.00 - £60000.00 per annum + Bonus + Benefits
Posted: 4 days ago
City, London
Software Personnel International Ltd
Salary: From £40,000 to £55,000 per annum
Posted: 3 days ago
City, London
Software Personnel International Ltd
Posted: 3 days ago
Reading, Berkshire
Claremont Consulting Ltd
Salary: From £40,000 to £55,000 per annum Benefits
Posted: 3 days ago
Warrington, Cheshire
Searchability
Salary: £30000 - £45000 per annum + Benefits
Posted: 6 days ago
London
Seven Recruitment
Salary: From £65,000 to £75,000 per annum
Posted: 4 days ago
City of London
Computer Futures
Salary: competitive
Posted: 11 days ago
London
Churchill Frank
Salary: £65000 - £85000 per annum + OTE £150k
Posted: 15 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Competitive salary plus benefits
Posted: 11 days ago