The following table provides summary statistics for permanent job vacancies advertised in London 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 28 June 2017 with a comparison to the same period in the previous 2 years.

Big Data Analytics
England / London
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 538 524 550
Rank change year-on-year -14 +26  
Permanent jobs citing Big Data Analytics 74 120 119
As % of all permanent IT jobs advertised in London 0.20% 0.30% 0.27%
As % of the Processes & Methodologies category 0.22% 0.33% 0.30%
Number of salaries quoted 57 109 92
Median salary £60,000 £70,000 £55,000
Median salary % change year-on-year -14.28% +27.27%  
90% offered a salary of more than £35,000 £55,000 £30,000
10% offered a salary of more than £87,500 £100,000 £94,500
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 London with a requirement for process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 33389 36265 39395
As % of all permanent IT job vacancies advertised in London 91.09% 90.54% 89.01%
Number of salaries quoted 26535 31435 33090
Median salary £60,104 £60,000 £57,500
Median salary % change year-on-year +0.17% +4.34%  
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Big Data Analytics
Job Vacancy Trend in London

The job posting trend of jobs advertised in London 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 London

Big Data Analytics
Salary Trend in London

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

Salary trend for Big Data Analytics in London

Big Data Analytics
Salary Histogram in London

The salary distribution of IT jobs citing Big Data Analytics in London over the 3 months to 28 June 2017.

Salary histogram for Big Data Analytics in London

Big Data Analytics
Job Locations in London

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 London region over the 3 months to 28 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
City of London +32 12 £87,500 -6.66%
Big Data Analytics
England

For the 6 months to 28 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 London region with a requirement for Big Data Analytics.

1 130 (100.00%) Big Data
1 130 (100.00%) Analytics
2 128 (98.46%) Data Analytics
3 43 (33.08%) Python
4 37 (28.46%) SQL
4 37 (28.46%) Degree
5 36 (27.69%) Java
6 33 (25.38%) Agile Software Development
7 30 (23.08%) Hadoop
8 26 (20.00%) Business Intelligence
9 25 (19.23%) JavaScript
10 24 (18.46%) Analytical Skills
11 23 (17.69%) Linux
12 22 (16.92%) Visualisation
12 22 (16.92%) Apache Spark
12 22 (16.92%) R
13 20 (15.38%) Splunk
14 19 (14.62%) Apache Hive
14 19 (14.62%) Machine Learning
15 18 (13.85%) Cybersecurity
15 18 (13.85%) Finance
16 17 (13.08%) Scala
17 16 (12.31%) Mathematics
17 16 (12.31%) Windows
17 16 (12.31%) NoSQL
18 15 (11.54%) Network Security
19 14 (10.77%) Data Analysis
19 14 (10.77%) SAS
19 14 (10.77%) MapReduce
20 13 (10.00%) PhD

Big Data Analytics
Co-occurring IT Skills in London 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 22 (16.92%) Apache Spark
2 14 (10.77%) SAS
3 8 (6.15%) Apache Pig
4 7 (5.38%) Apache Solr
5 3 (2.31%) Apache
5 3 (2.31%) Elasticsearch
6 2 (1.54%) Moodle
7 1 (0.77%) Oracle Coherence
7 1 (0.77%) Oracle SOA Suite
7 1 (0.77%) Oracle Workflow
Applications
1 10 (7.69%) Microsoft Excel
2 9 (6.92%) SPSS
Cloud Services
1 7 (5.38%) Amazon AWS
1 7 (5.38%) Microsoft Azure
2 3 (2.31%) Google Cloud Platform
3 2 (1.54%) Cloud Computing
4 1 (0.77%) Google Analytics
4 1 (0.77%) IaaS
4 1 (0.77%) PaaS
Communications & Networking
1 15 (11.54%) Network Security
2 7 (5.38%) Firewall
3 3 (2.31%) LDAP
4 2 (1.54%) Internet
5 1 (0.77%) Kerberos
5 1 (0.77%) NAS
5 1 (0.77%) NX-OS
5 1 (0.77%) SAN
Database & Business Intelligence
1 130 (100.00%) Big Data
2 30 (23.08%) Hadoop
3 19 (14.62%) Apache Hive
4 16 (12.31%) NoSQL
5 10 (7.69%) Data Warehouse
6 8 (6.15%) Sqoop
7 7 (5.38%) Relational Database
7 7 (5.38%) SQL Server
8 5 (3.85%) Data Mining
8 5 (3.85%) HBase
8 5 (3.85%) SQL Server Integration Services
9 3 (2.31%) Amazon Redshift
9 3 (2.31%) Enterprise Data Warehouse
9 3 (2.31%) Pentaho
9 3 (2.31%) QlikView
9 3 (2.31%) SQL Server Reporting Services
10 2 (1.54%) Impala
10 2 (1.54%) MongoDB
10 2 (1.54%) SAS EBI
10 2 (1.54%) Triplestore
Development Applications
1 1 (0.77%) Atlassian Bamboo
1 1 (0.77%) Jenkins
1 1 (0.77%) JIRA
1 1 (0.77%) Selenium
1 1 (0.77%) Talend Open Studio
General
1 18 (13.85%) Finance
2 7 (5.38%) Law
2 7 (5.38%) Marketing
2 7 (5.38%) Retail
3 3 (2.31%) Games
4 2 (1.54%) Aerospace
4 2 (1.54%) Pharmaceutical
4 2 (1.54%) Telecoms
5 1 (0.77%) Automotive
5 1 (0.77%) Banking
5 1 (0.77%) Investment Banking
5 1 (0.77%) Music Industry
Job Titles
1 32 (24.62%) Consultant
2 21 (16.15%) Security Consultant
3 20 (15.38%) Analyst
3 20 (15.38%) Developer
4 12 (9.23%) Data Scientist
5 10 (7.69%) Architect
5 10 (7.69%) Data Analyst
5 10 (7.69%) Data Engineer
6 9 (6.92%) Big Data Developer
6 9 (6.92%) Business Analyst
6 9 (6.92%) Senior Consultant
6 9 (6.92%) Senior Security Consultant
6 9 (6.92%) SOC Consultant
7 8 (6.15%) Big Data Engineer
7 8 (6.15%) Data Architect
7 8 (6.15%) Junior
8 7 (5.38%) Data Consultant
8 7 (5.38%) Network Engineer
8 7 (5.38%) Network Security Engineer
8 7 (5.38%) Security Engineer
Libraries, Frameworks & Software Standards
1 9 (6.92%) HTML
2 8 (6.15%) CSS
2 8 (6.15%) CSS3
2 8 (6.15%) HTML5
2 8 (6.15%) Regular Expression
3 7 (5.38%) AngularJS
3 7 (5.38%) React
4 5 (3.85%) D3.js
4 5 (3.85%) Node.js
4 5 (3.85%) REST
5 4 (3.08%) .NET
5 4 (3.08%) Ajax
5 4 (3.08%) jQuery
5 4 (3.08%) JSON
6 3 (2.31%) Natural Language Processing
6 3 (2.31%) RESTful
7 2 (1.54%) Akka
7 2 (1.54%) Flask
7 2 (1.54%) Kafka
7 2 (1.54%) Spring
Miscellaneous
1 24 (18.46%) Analytical Skills
2 9 (6.92%) Algorithms
2 9 (6.92%) Computer Science
2 9 (6.92%) Security Operations Centre
3 8 (6.15%) User Experience
4 6 (4.62%) Enterprise Software
5 5 (3.85%) Cyberthreat
5 5 (3.85%) Data Protection Act
5 5 (3.85%) Greenfield Project
5 5 (3.85%) Management Information System
5 5 (3.85%) Social Media
6 3 (2.31%) Cyber Attack
6 3 (2.31%) Linux Command Line
7 2 (1.54%) Fintech
7 2 (1.54%) Life Science
7 2 (1.54%) Mainframe
7 2 (1.54%) Semantic Web
8 1 (0.77%) Celerra
8 1 (0.77%) Data Centre
8 1 (0.77%) EMC Centera
Operating Systems
1 23 (17.69%) Linux
2 16 (12.31%) Windows
3 7 (5.38%) Windows Server
4 6 (4.62%) Unix
5 3 (2.31%) AIX
5 3 (2.31%) HPUX
5 3 (2.31%) Mac OS X
5 3 (2.31%) Solaris
Processes & Methodologies
1 130 (100.00%) Analytics
2 128 (98.46%) Data Analytics
3 33 (25.38%) Agile Software Development
4 26 (20.00%) Business Intelligence
5 22 (16.92%) Visualisation
6 19 (14.62%) Machine Learning
7 18 (13.85%) Cybersecurity
8 16 (12.31%) Mathematics
9 14 (10.77%) Data Analysis
9 14 (10.77%) MapReduce
10 13 (10.00%) Statistics
11 12 (9.23%) Data Architecture
11 12 (9.23%) Data Protection
11 12 (9.23%) Data Visualisation
11 12 (9.23%) DevOps
11 12 (9.23%) ETL
11 12 (9.23%) Security Operations
11 12 (9.23%) Statistical Modelling
11 12 (9.23%) Threat Management
12 11 (8.46%) TDD
Programming Languages
1 43 (33.08%) Python
2 37 (28.46%) SQL
3 36 (27.69%) Java
4 25 (19.23%) JavaScript
5 22 (16.92%) R
6 17 (13.08%) Scala
7 13 (10.00%) C
8 12 (9.23%) MATLAB
9 11 (8.46%) Bash Shell
10 7 (5.38%) ES6
10 7 (5.38%) Perl
11 5 (3.85%) C++
12 4 (3.08%) T-SQL
13 3 (2.31%) PowerShell
14 2 (1.54%) C#
14 2 (1.54%) Ruby
14 2 (1.54%) SPARQL
15 1 (0.77%) HiveQL
15 1 (0.77%) Julia
15 1 (0.77%) Shell Script
Qualifications
1 37 (28.46%) Degree
2 13 (10.00%) PhD
3 11 (8.46%) DV Cleared
3 11 (8.46%) SC Cleared
3 11 (8.46%) Security Cleared
4 7 (5.38%) Numerate Degree
5 4 (3.08%) Master's Degree
6 3 (2.31%) Computer Science Degree
7 2 (1.54%) CBAP
7 2 (1.54%) IIBA
Quality Assurance & Compliance
1 5 (3.85%) Data Quality
1 5 (3.85%) GDPR
1 5 (3.85%) ISO/IEC 27001
1 5 (3.85%) PCI DSS
2 3 (2.31%) QA
3 2 (1.54%) GCP
4 1 (0.77%) SLA
System Software
1 9 (6.92%) Apache Flume
2 7 (5.38%) Active Directory
2 7 (5.38%) HDFS
3 4 (3.08%) Snort
4 2 (1.54%) Docker
5 1 (0.77%) EMC RecoverPoint
Systems Management
1 4 (3.08%) Kibana
2 1 (0.77%) Ansible
2 1 (0.77%) EMC VPLEX
2 1 (0.77%) Kubernetes
2 1 (0.77%) Mesos
2 1 (0.77%) Oozie
2 1 (0.77%) Puppet
2 1 (0.77%) Simpana
2 1 (0.77%) Terraform
Vendors
1 20 (15.38%) Splunk
2 11 (8.46%) Cisco
3 10 (7.69%) Oracle
4 8 (6.15%) Tableau
5 7 (5.38%) Sourcefire
5 7 (5.38%) VMware
6 6 (4.62%) Red Hat
7 5 (3.85%) Cognizant
7 5 (3.85%) Hortonworks
8 4 (3.08%) IBM
9 3 (2.31%) EMC
9 3 (2.31%) Google
9 3 (2.31%) Informatica
9 3 (2.31%) Juniper
9 3 (2.31%) MicroStrategy
9 3 (2.31%) Vertica
10 2 (1.54%) Cloudera
10 2 (1.54%) Cognos
10 2 (1.54%) Greenplum
10 2 (1.54%) SAP
London
Computer Futures
Salary: competitive
Posted: Yesterday
London
Edissero Ltd
Salary: benefits
Posted: Yesterday
London
Networkers
Salary: £70000 - £100000 per annum
Posted: Yesterday
Central London / West End
Client Server
Salary: £85k to £100k + benefits
Posted: 2 days ago
London
Edissero Ltd
Salary: benefits
Posted: 4 days ago
London
Client Server
Salary: £85000 - £100000 per annum + benefits
Posted: 2 days ago
London
Opus Recruitment Solutions Ltd
Salary: £65000 - £90000 per annum, Benefits Benefits & Bonus included
Posted: 4 days ago
London
Austin Fraser
Salary: £80000 - £100000 per annum
Posted: 4 days ago
London
Client Server
Salary: £85000 - £100000 per annum + benefits
Posted: 8 days ago
London
People Source Consulting
Salary: £70000 - £100000 per annum + Extensive Benefits
Posted: 4 days ago
London
Churchill Frank
Salary: £100000 - £101000 per annum
Posted: 26 days ago