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

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Big Data Analytics
England / London
Rank 519 558 564
Rank change year-on-year +39 +6  
Permanent jobs citing Big Data Analytics 58 98 92
As % of all permanent IT jobs advertised in London 0.17% 0.23% 0.22%
As % of the Processes & Methodologies category 0.19% 0.26% 0.25%
Number of salaries quoted 53 85 77
Median salary £60,000 £70,000 £50,000
Median salary % change year-on-year -14.28% +40.00%  
90% offered a salary of more than £33,000 £51,000 £40,000
10% offered a salary of more than £94,000 £89,000 £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 London with a requirement for process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 29951 37613 37019
As % of all permanent IT job vacancies advertised in London 90.17% 89.67% 87.64%
Number of salaries quoted 25087 32113 30860
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.34% -  
90% offered a salary of more than £40,000 £38,879 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 26 March 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 26 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
City of London +37 3 £75,000 -6.25% 3
Big Data Analytics
England

Big Data Analytics
Top 30 Related IT Skills in London

For the 6 months to 26 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 London region with a requirement for Big Data Analytics.

1 127 (100.00%) Big Data
2 126 (99.21%) Analytics
3 123 (96.85%) Data Analytics
4 48 (37.80%) SQL
5 38 (29.92%) Java
6 37 (29.13%) Agile Software Development
7 36 (28.35%) Degree
7 36 (28.35%) Hadoop
7 36 (28.35%) Visualisation
8 32 (25.20%) Python
9 28 (22.05%) Business Intelligence
10 26 (20.47%) NoSQL
10 26 (20.47%) Analytical Skills
11 23 (18.11%) Apache Spark
11 23 (18.11%) Computer Science
12 22 (17.32%) Data Visualisation
13 21 (16.54%) Amazon AWS
13 21 (16.54%) Data Warehouse
14 20 (15.75%) TDD
15 19 (14.96%) Mathematics
15 19 (14.96%) Marketing
15 19 (14.96%) JavaScript
15 19 (14.96%) HTML
15 19 (14.96%) Scala
16 18 (14.17%) R
16 18 (14.17%) CSS
17 17 (13.39%) Oracle
17 17 (13.39%) ETL
18 16 (12.60%) Data Modelling
18 16 (12.60%) Statistics

Big Data Analytics
Top Related 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 23 (18.11%) Apache Spark
2 15 (11.81%) SAS
3 13 (10.24%) Apache Pig
4 8 (6.30%) Elasticsearch
5 5 (3.94%) Apache
6 3 (2.36%) Adobe Experience Manager
6 3 (2.36%) Mule
7 1 (0.79%) Oracle Workflow
Applications
1 12 (9.45%) MS Excel
2 8 (6.30%) SPSS
3 7 (5.51%) MS PowerPoint
Business Applications
1 1 (0.79%) SAP Oil and Gas
Cloud Services
1 21 (16.54%) Amazon AWS
2 11 (8.66%) GitHub
3 9 (7.09%) Cloud Computing
4 7 (5.51%) Google Analytics
5 5 (3.94%) Microsoft Azure
6 4 (3.15%) Google Cloud Platform
7 3 (2.36%) Amazon EC2
8 2 (1.57%) IBM Cloud
9 1 (0.79%) IaaS
9 1 (0.79%) PaaS
9 1 (0.79%) SaaS
Communications & Networking
1 8 (6.30%) HTTP
1 8 (6.30%) Network Security
2 4 (3.15%) LDAP
3 3 (2.36%) SSL
3 3 (2.36%) WebEx
4 1 (0.79%) Internet
4 1 (0.79%) Kerberos
4 1 (0.79%) NAS
4 1 (0.79%) NX-OS
4 1 (0.79%) PPP
4 1 (0.79%) SAN
Database & Business Intelligence
1 127 (100.00%) Big Data
2 36 (28.35%) Hadoop
3 26 (20.47%) NoSQL
4 21 (16.54%) Data Warehouse
5 16 (12.60%) Relational Database
6 15 (11.81%) Apache Hive
7 13 (10.24%) HBase
7 13 (10.24%) SQL Server
8 9 (7.09%) SQL Server Integration Services
9 7 (5.51%) Data Lake
9 7 (5.51%) MongoDB
9 7 (5.51%) MySQL
9 7 (5.51%) QlikView
9 7 (5.51%) SQL Server Reporting Services
10 6 (4.72%) OLAP
10 6 (4.72%) Power BI
11 5 (3.94%) DB2
11 5 (3.94%) Redis
12 4 (3.15%) SQL Server 2008
12 4 (3.15%) SQL Server 2012
Development Applications
1 12 (9.45%) JIRA
2 6 (4.72%) Jenkins
3 3 (2.36%) Hudson
4 1 (0.79%) Git (software)
4 1 (0.79%) Maven
4 1 (0.79%) Talend Open Studio
General
1 19 (14.96%) Marketing
2 15 (11.81%) Finance
3 8 (6.30%) Retail
4 6 (4.72%) Advertising
4 6 (4.72%) Games
5 5 (3.94%) Telecoms
6 3 (2.36%) Pharmaceutical
7 2 (1.57%) Military
7 2 (1.57%) Music Industry
8 1 (0.79%) Banking
8 1 (0.79%) Electronics
8 1 (0.79%) Financial Institution
8 1 (0.79%) Law
8 1 (0.79%) Manufacturing
Job Titles
1 38 (29.92%) Developer
2 30 (23.62%) Analyst
3 21 (16.54%) Architect
4 13 (10.24%) Data Analyst
4 13 (10.24%) Data Architect
5 12 (9.45%) Big Data Developer
5 12 (9.45%) Scala Developer
6 10 (7.87%) Consultant
7 9 (7.09%) Hadoop Developer
8 8 (6.30%) Big Data Architect
8 8 (6.30%) Business Analyst
8 8 (6.30%) Data Engineer
8 8 (6.30%) Senior Developer
9 7 (5.51%) SQL Analyst
9 7 (5.51%) Technical Architect
10 6 (4.72%) Agile Developer
10 6 (4.72%) Analyst Developer
10 6 (4.72%) Big Data Engineer
10 6 (4.72%) Enterprise Data Architect
10 6 (4.72%) Junior
Libraries, Frameworks & Software Standards
1 19 (14.96%) HTML
2 18 (14.17%) CSS
3 14 (11.02%) HTML5
3 14 (11.02%) REST
4 13 (10.24%) CSS3
5 11 (8.66%) AngularJS
6 10 (7.87%) Spring
7 9 (7.09%) Akka
7 9 (7.09%) Node.js
8 8 (6.30%) .NET
8 8 (6.30%) D3.js
8 8 (6.30%) Play Framework
8 8 (6.30%) Scalaz
9 7 (5.51%) JSON
9 7 (5.51%) SOAP
9 7 (5.51%) XML
10 6 (4.72%) Web Services
11 4 (3.15%) Ajax
11 4 (3.15%) jQuery
11 4 (3.15%) Middleware
Miscellaneous
1 26 (20.47%) Analytical Skills
2 23 (18.11%) Computer Science
3 14 (11.02%) Algorithms
4 9 (7.09%) Data Structures
4 9 (7.09%) User Experience
5 7 (5.51%) Cyberthreat
5 7 (5.51%) Mobile App
6 5 (3.94%) Fintech
7 4 (3.15%) Semantic Web
7 4 (3.15%) Social Media
7 4 (3.15%) Xbox
8 3 (2.36%) Data Centre
8 3 (2.36%) Enterprise Software
8 3 (2.36%) iPhone
8 3 (2.36%) Life Science
8 3 (2.36%) Linux Command Line
9 2 (1.57%) PKI
9 2 (1.57%) Taxonomies
10 1 (0.79%) EMC Centera
10 1 (0.79%) Mainframe
Operating Systems
1 14 (11.02%) Linux
2 7 (5.51%) Windows
3 6 (4.72%) Unix
4 3 (2.36%) AIX
4 3 (2.36%) HPUX
4 3 (2.36%) Mac OS X
4 3 (2.36%) Solaris
5 2 (1.57%) Android
5 2 (1.57%) Apple iOS
Processes & Methodologies
1 126 (99.21%) Analytics
2 123 (96.85%) Data Analytics
3 37 (29.13%) Agile Software Development
4 36 (28.35%) Visualisation
5 28 (22.05%) Business Intelligence
6 22 (17.32%) Data Visualisation
7 20 (15.75%) TDD
8 19 (14.96%) Mathematics
9 17 (13.39%) ETL
10 16 (12.60%) Data Modelling
10 16 (12.60%) Statistics
11 15 (11.81%) Cybersecurity
12 12 (9.45%) Data Architecture
12 12 (9.45%) E-Commerce
12 12 (9.45%) SOA
13 11 (8.66%) Project Management
14 10 (7.87%) Continuous Integration
14 10 (7.87%) Presales
15 9 (7.09%) Machine Learning
15 9 (7.09%) MapReduce
Programming Languages
1 48 (37.80%) SQL
2 38 (29.92%) Java
3 32 (25.20%) Python
4 19 (14.96%) JavaScript
4 19 (14.96%) Scala
5 18 (14.17%) R
6 9 (7.09%) C
7 8 (6.30%) MATLAB
7 8 (6.30%) T-SQL
8 5 (3.94%) C#
8 5 (3.94%) C++
8 5 (3.94%) HiveQL
8 5 (3.94%) VBA
9 4 (3.15%) Ruby
10 3 (2.36%) Bash Shell
10 3 (2.36%) Groovy
10 3 (2.36%) PowerShell
10 3 (2.36%) SPARQL
11 2 (1.57%) Perl
11 2 (1.57%) PL/SQL
Qualifications
1 36 (28.35%) Degree
2 9 (7.09%) PhD
3 4 (3.15%) Security Cleared
4 2 (1.57%) CBAP
4 2 (1.57%) DV Cleared
4 2 (1.57%) IIBA
5 1 (0.79%) CEH
5 1 (0.79%) CISSP
5 1 (0.79%) GCFA
5 1 (0.79%) GCIA
Quality Assurance & Compliance
1 4 (3.15%) QA
2 2 (1.57%) GCP
3 1 (0.79%) CRD IV
3 1 (0.79%) ISO20022
3 1 (0.79%) PMO
3 1 (0.79%) Solvency II
System Software
1 7 (5.51%) HDFS
2 3 (2.36%) Docker
3 2 (1.57%) Apache Flume
3 2 (1.57%) Hyper-V
3 2 (1.57%) VMware Infrastructure
4 1 (0.79%) EMC RecoverPoint
4 1 (0.79%) Virtual Machines
Systems Management
1 6 (4.72%) Kibana
2 3 (2.36%) Puppet
3 1 (0.79%) Ansible
3 1 (0.79%) EMC VPLEX
3 1 (0.79%) Oozie
3 1 (0.79%) Opscode Chef
3 1 (0.79%) Simpana
Vendors
1 17 (13.39%) Oracle
2 10 (7.87%) Google
2 10 (7.87%) Tableau
3 9 (7.09%) Hortonworks
3 9 (7.09%) MuleSoft
4 6 (4.72%) IBM
5 5 (3.94%) Cognos
5 5 (3.94%) Microsoft
5 5 (3.94%) MicroStrategy
5 5 (3.94%) Netezza
5 5 (3.94%) Splunk
5 5 (3.94%) Sybase
6 4 (3.15%) Cisco
6 4 (3.15%) Cloudera
6 4 (3.15%) Greenplum
7 3 (2.36%) AppDynamics
8 2 (1.57%) EMC
8 2 (1.57%) Informatica
8 2 (1.57%) Salesforce.com
8 2 (1.57%) SAP
City, London
Software Personnel International Ltd
Salary: From £40,000 to £55,000 per annum
Posted: 2 days ago
City, London
Software Personnel International Ltd
Posted: 2 days ago
London
Seven Recruitment
Salary: From £65,000 to £75,000 per annum
Posted: 3 days ago
City of London
Computer Futures
Salary: competitive
Posted: 9 days ago
London
Churchill Frank
Salary: £65000 - £85000 per annum + OTE £150k
Posted: 14 days ago