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 June 2017 with a comparison to the same period in the previous 2 years.

Big Data Analytics
UK / England
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 742 709 809
Rank change year-on-year -33 +100  
Permanent jobs citing Big Data Analytics 124 203 144
As % of all permanent IT jobs advertised in England 0.15% 0.22% 0.14%
As % of the Processes & Methodologies category 0.17% 0.25% 0.16%
Number of salaries quoted 96 166 107
Median salary £55,000 £65,000 £55,000
Median salary % change year-on-year -15.38% +18.18%  
90% offered a salary of more than £35,000 £47,500 £30,000
10% offered a salary of more than £85,500 £95,000 £95,000
UK excluding London median salary £55,000 £55,000 £39,300
% change year-on-year - +39.94%  

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 75142 82315 90296
As % of all permanent IT job vacancies advertised in England 89.70% 88.99% 88.00%
Number of salaries quoted 60877 69674 74649
Median salary £51,500 £50,000 £50,000
Median salary % change year-on-year +3.00% -  
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 June 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 June 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 -4 73 £60,000 -17.24% 12
South East +37 34 £55,000 - 8
North West -27 14 £55,000 +15.78% 1
East Midlands +9 1 £40,000 -20.00%
Yorkshire -4 1 £52,500 -4.54% 5
West Midlands - 1 - -
Big Data Analytics
UK

For the 6 months to 27 June 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.

1 204 (100.00%) Big Data
2 203 (99.51%) Analytics
3 201 (98.53%) Data Analytics
4 74 (36.27%) Python
5 73 (35.78%) Agile Software Development
6 61 (29.90%) SQL
7 60 (29.41%) Java
8 58 (28.43%) Hadoop
9 57 (27.94%) Apache Spark
10 54 (26.47%) Degree
11 48 (23.53%) JavaScript
12 47 (23.04%) Linux
13 41 (20.10%) Business Intelligence
13 41 (20.10%) Visualisation
14 37 (18.14%) Apache Hive
15 32 (15.69%) Analytical Skills
16 28 (13.73%) HTML
17 26 (12.75%) Oracle
17 26 (12.75%) Windows
17 26 (12.75%) Software Engineering
18 25 (12.25%) Data Analysis
18 25 (12.25%) Finance
18 25 (12.25%) CSS
18 25 (12.25%) Elasticsearch
18 25 (12.25%) R
18 25 (12.25%) Open Source
18 25 (12.25%) Security Cleared
19 24 (11.76%) Apache Pig
19 24 (11.76%) DevOps
19 24 (11.76%) C

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 57 (27.94%) Apache Spark
2 25 (12.25%) Elasticsearch
3 24 (11.76%) Apache Pig
4 15 (7.35%) SAS
5 7 (3.43%) Apache Solr
6 5 (2.45%) Apache
6 5 (2.45%) CMS
7 2 (0.98%) JBoss
7 2 (0.98%) Moodle
8 1 (0.49%) Confluence
8 1 (0.49%) IIS
8 1 (0.49%) nginx
8 1 (0.49%) Oracle Coherence
8 1 (0.49%) Oracle SOA Suite
8 1 (0.49%) Oracle Workflow
Applications
1 12 (5.88%) Microsoft Excel
2 10 (4.90%) SPSS
3 2 (0.98%) Microsoft PowerPoint
4 1 (0.49%) Microsoft Office
4 1 (0.49%) MS Visio
Cloud Services
1 20 (9.80%) Amazon AWS
2 17 (8.33%) Microsoft Azure
3 6 (2.94%) Cloud Computing
4 3 (1.47%) Google Cloud Platform
5 1 (0.49%) GitHub
5 1 (0.49%) Google Analytics
5 1 (0.49%) IaaS
5 1 (0.49%) PaaS
5 1 (0.49%) SaaS
Communications & Networking
1 21 (10.29%) Network Security
2 14 (6.86%) Firewall
3 9 (4.41%) Internet
4 4 (1.96%) Cisco ASA
4 4 (1.96%) Cisco PIX
4 4 (1.96%) MPLS
4 4 (1.96%) TCP/IP
5 3 (1.47%) LDAP
6 2 (0.98%) HTTP
6 2 (0.98%) SMTP
6 2 (0.98%) SSL
7 1 (0.49%) DHCP
7 1 (0.49%) DNS
7 1 (0.49%) Kerberos
7 1 (0.49%) NAS
7 1 (0.49%) NX-OS
7 1 (0.49%) SAN
Database & Business Intelligence
1 204 (100.00%) Big Data
2 58 (28.43%) Hadoop
3 37 (18.14%) Apache Hive
4 22 (10.78%) NoSQL
5 19 (9.31%) Relational Database
6 18 (8.82%) Data Warehouse
6 18 (8.82%) MongoDB
7 13 (6.37%) RDBMS
8 12 (5.88%) MySQL
9 11 (5.39%) SQL Server
10 10 (4.90%) PostgreSQL
11 9 (4.41%) HBase
12 8 (3.92%) Sqoop
13 6 (2.94%) Data Mining
13 6 (2.94%) Impala
13 6 (2.94%) Pentaho
13 6 (2.94%) SQL Server Integration Services
14 4 (1.96%) Amazon DynamoDB
14 4 (1.96%) QlikView
14 4 (1.96%) SQL Server Reporting Services
Development Applications
1 9 (4.41%) Git (software)
2 8 (3.92%) JIRA
2 8 (3.92%) Talend Open Studio
3 5 (2.45%) Jenkins
4 4 (1.96%) Atlassian Bamboo
4 4 (1.96%) Eclipse
4 4 (1.96%) Eclipse RCP
5 3 (1.47%) Burp Suite
5 3 (1.47%) Metasploit
5 3 (1.47%) Travis CI
6 2 (0.98%) Fiddler
6 2 (0.98%) gulp
6 2 (0.98%) ReSharper
6 2 (0.98%) Team Foundation Server
6 2 (0.98%) Visual Studio
7 1 (0.49%) Bitbucket
7 1 (0.49%) FishEye
7 1 (0.49%) Selenium
7 1 (0.49%) Sonatype Nexus
General
1 25 (12.25%) Finance
2 12 (5.88%) Retail
3 8 (3.92%) Marketing
4 7 (3.43%) Law
4 7 (3.43%) Telecoms
5 6 (2.94%) Military
6 3 (1.47%) Games
7 2 (0.98%) Aerospace
7 2 (0.98%) Automotive
7 2 (0.98%) Financial Institution
7 2 (0.98%) Pharmaceutical
7 2 (0.98%) Spanish Language
8 1 (0.49%) Banking
8 1 (0.49%) Investment Banking
8 1 (0.49%) Music Industry
Job Titles
1 51 (25.00%) Developer
2 32 (15.69%) Consultant
3 29 (14.22%) Analyst
4 21 (10.29%) Security Consultant
5 17 (8.33%) Software Developer
6 16 (7.84%) Architect
6 16 (7.84%) Java Developer
7 15 (7.35%) Data Scientist
8 14 (6.86%) Data Engineer
9 12 (5.88%) Data Analyst
9 12 (5.88%) Java Software Developer
9 12 (5.88%) JavaScript Developer
9 12 (5.88%) Junior
10 11 (5.39%) Business Analyst
10 11 (5.39%) Data Architect
10 11 (5.39%) Network Engineer
10 11 (5.39%) Network Security Engineer
10 11 (5.39%) Python Developer
10 11 (5.39%) Security Engineer
11 10 (4.90%) Big Data Developer
Libraries, Frameworks & Software Standards
1 28 (13.73%) HTML
2 25 (12.25%) CSS
3 21 (10.29%) AngularJS
4 18 (8.82%) jQuery
5 16 (7.84%) CSS3
5 16 (7.84%) HTML5
5 16 (7.84%) Spring
6 15 (7.35%) Apache Camel
7 14 (6.86%) Middleware
8 12 (5.88%) Hibernate
8 12 (5.88%) Java EE
8 12 (5.88%) Node.js
9 11 (5.39%) Django
9 11 (5.39%) Kafka
10 10 (4.90%) Regular Expression
11 9 (4.41%) D3.js
11 9 (4.41%) LAMP
11 9 (4.41%) React
12 8 (3.92%) .NET
12 8 (3.92%) REST
Miscellaneous
1 32 (15.69%) Analytical Skills
2 15 (7.35%) Computer Science
3 13 (6.37%) User Experience
4 12 (5.88%) Management Information System
4 12 (5.88%) PKI
5 10 (4.90%) Algorithms
6 9 (4.41%) Security Operations Centre
7 8 (3.92%) Greenfield Project
8 7 (3.43%) Cyberthreat
8 7 (3.43%) Data Protection Act
8 7 (3.43%) Social Media
9 6 (2.94%) Cyber Attack
9 6 (2.94%) Data Centre
9 6 (2.94%) Enterprise Software
10 5 (2.45%) Internet of Things
11 3 (1.47%) Linux Command Line
12 2 (0.98%) BBC
12 2 (0.98%) Fintech
12 2 (0.98%) Life Science
12 2 (0.98%) Semantic Web
Operating Systems
1 47 (23.04%) Linux
2 26 (12.75%) Windows
3 11 (5.39%) Unix
4 10 (4.90%) Windows Server
5 4 (1.96%) AIX
5 4 (1.96%) HPUX
5 4 (1.96%) Solaris
6 3 (1.47%) Kali Linux
6 3 (1.47%) Mac OS X
7 2 (0.98%) CentOS
7 2 (0.98%) Ubuntu
7 2 (0.98%) Windows 10
7 2 (0.98%) Windows 8
8 1 (0.49%) Windows Server 2003
8 1 (0.49%) Windows Server 2008
Processes & Methodologies
1 203 (99.51%) Analytics
2 201 (98.53%) Data Analytics
3 73 (35.78%) Agile Software Development
4 41 (20.10%) Business Intelligence
4 41 (20.10%) Visualisation
5 26 (12.75%) Software Engineering
6 25 (12.25%) Data Analysis
6 25 (12.25%) Open Source
7 24 (11.76%) DevOps
8 23 (11.27%) Cybersecurity
8 23 (11.27%) Mathematics
9 22 (10.78%) Information Security
9 22 (10.78%) Machine Learning
9 22 (10.78%) MapReduce
10 21 (10.29%) ETL
11 19 (9.31%) TDD
12 18 (8.82%) Data Modelling
13 17 (8.33%) Data Architecture
13 17 (8.33%) Scrum
14 16 (7.84%) Continuous Integration
Programming Languages
1 74 (36.27%) Python
2 61 (29.90%) SQL
3 60 (29.41%) Java
4 48 (23.53%) JavaScript
5 25 (12.25%) R
6 24 (11.76%) C
7 22 (10.78%) Perl
8 17 (8.33%) C#
8 17 (8.33%) Scala
9 14 (6.86%) Ruby
10 13 (6.37%) Bash Shell
10 13 (6.37%) MATLAB
11 9 (4.41%) T-SQL
12 7 (3.43%) C++
12 7 (3.43%) ES6
13 5 (2.45%) Shell Script
14 3 (1.47%) PowerShell
15 2 (0.98%) Jython
15 2 (0.98%) SPARQL
15 2 (0.98%) TypeScript
Qualifications
1 54 (26.47%) Degree
2 25 (12.25%) Security Cleared
3 23 (11.27%) DV Cleared
4 20 (9.80%) Numerate Degree
5 14 (6.86%) PhD
6 12 (5.88%) SC Cleared
7 8 (3.92%) Computer Science Degree
8 5 (2.45%) Master's Degree
9 4 (1.96%) CCNP
9 4 (1.96%) Cisco Certification
10 3 (1.47%) CISM
10 3 (1.47%) CISSP
11 2 (0.98%) CBAP
11 2 (0.98%) IIBA
Quality Assurance & Compliance
1 10 (4.90%) ISO/IEC 27001
1 10 (4.90%) PCI DSS
2 7 (3.43%) Data Quality
2 7 (3.43%) GDPR
3 3 (1.47%) QA
3 3 (1.47%) Sarbanes-Oxley
4 2 (0.98%) GCP
5 1 (0.49%) SLA
System Software
1 12 (5.88%) Hyper-V
1 12 (5.88%) VMware Infrastructure
2 11 (5.39%) HDFS
3 10 (4.90%) Apache Flume
4 8 (3.92%) Active Directory
5 5 (2.45%) Docker
6 4 (1.96%) Snort
7 1 (0.49%) EMC RecoverPoint
7 1 (0.49%) VMware ESXi
Systems Management
1 6 (2.94%) Kibana
2 3 (1.47%) Marathon
3 2 (0.98%) Puppet
4 1 (0.49%) Ansible
4 1 (0.49%) EMC VPLEX
4 1 (0.49%) Kubernetes
4 1 (0.49%) McAfee ePO
4 1 (0.49%) Mesos
4 1 (0.49%) Oozie
4 1 (0.49%) Opscode Chef
4 1 (0.49%) Simpana
4 1 (0.49%) Terraform
Vendors
1 26 (12.75%) Oracle
2 21 (10.29%) Splunk
3 20 (9.80%) VMware
4 15 (7.35%) Cisco
5 10 (4.90%) Tableau
6 8 (3.92%) Cloudera
6 8 (3.92%) Talend
7 7 (3.43%) Cognizant
7 7 (3.43%) Sourcefire
8 6 (2.94%) Hortonworks
8 6 (2.94%) IBM
8 6 (2.94%) Microsoft
8 6 (2.94%) Red Hat
9 4 (1.96%) F5
9 4 (1.96%) Google
9 4 (1.96%) Informatica
9 4 (1.96%) Palo Alto
10 3 (1.47%) EMC
10 3 (1.47%) Juniper
10 3 (1.47%) MicroStrategy
London
Edissero Ltd
Salary: benefits
Posted: 14 hours ago
Central London / West End
Client Server
Salary: £85k to £100k + benefits
Posted: Yesterday
Newbury, Berkshire
Fenwick Ryan
Salary: £75000 - £80000 per annum + Excellent bens + Influence in Co.
Posted: 16 hours ago
London
Client Server
Salary: £85000 - £100000 per annum + benefits
Posted: Yesterday
Sheffield, South Yorkshire
The Floow
Salary: From £28,000 to £40,000 per annum & Bonus
Posted: 17 hours ago
London
Edissero Ltd
Salary: benefits
Posted: 3 days ago
Canterbury, Kent
ComputerWorld Personnel Ltd
Salary: £40000 - £50000 per annum
Posted: 5 days ago
Oxford, Oxfordshire
Be-IT Resourcing
Salary: Very flexible on salary + great benefits
Posted: 4 days ago
Canterbury, Kent
ComputerWorld Personnel Ltd
Salary: £18000 - £24000 per annum
Posted: 5 days ago
London
Opus Recruitment Solutions Ltd
Salary: £65000 - £90000 per annum, Benefits Benefits & Bonus included
Posted: 3 days ago
London
EXCELerate
Salary: Up to £85,000 per annum OTE £110k, Car, Health, Pension
Posted: 5 days ago
Knutsford, Cheshire
Cognizant
Salary: Unspecified Competitve
Posted: 3 days ago
City, London
Robert Half
Salary: £30000 - £50000 per annum
Posted: 6 days ago
London
Austin Fraser
Salary: £80000 - £100000 per annum
Posted: 3 days ago
London
Client Server
Salary: £85000 - £100000 per annum + benefits
Posted: 7 days ago
London
People Source Consulting
Salary: £70000 - £100000 per annum + Extensive Benefits
Posted: 3 days ago
West Malling, Kent
Intotec
Salary: Great Company Benefits including Contribution Pension and PMI
Posted: 4 days ago
London
Churchill Frank
Salary: £100000 - £101000 per annum
Posted: 25 days ago
Buckinghamshire
Hays West And Wales
Salary: £50000.00 - £60000.00 per annum + benefits
Posted: 17 days ago
Fareham
Spectrum IT
Salary: £40000 - £45000 per annum
Posted: 18 days ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 27 days ago
Sheffield
Computer Futures
Salary: £45000 - £60000 per annum + competitive
Posted: 25 days ago
South East
Equest
Posted: 25 days ago