The table below looks at the statistics for Big Data Analytics skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Big Data Analytics over the 3 months to 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Big Data Analytics
England / London
Rank 522 556 583
Rank change year-on-year
+34 +27
Permanent jobs citing Big Data Analytics 65 85 58
As % of all permanent IT jobs located in London 0.19% 0.21% 0.14%
As % of the Processes & Methodologies category 0.22% 0.24% 0.16%
Number of salaries quoted 62 73 52
Median salary £68,750 £65,000 £65,000
Median salary % change year-on-year
+5.76% -
90% offered a salary of more than £45,250 £47,500 £50,000
10% offered a salary of more than £100,000 £91,500 £82,250
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 London region.

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
29881 35520 35656
As % of all permanent IT jobs located in London 89.06% 88.53% 86.33%
Number of salaries quoted 25223 30353 30064
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £39,000 £40,000 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Big Data Analytics
Jobs Demand Trend in London

The demand trend of job ads across the London 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 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 across the London region.

Big Data Analytics Salary Trend in London

Big Data Analytics
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Big Data Analytics across the London region over the 3 months to 23 January 2017.

Big Data Analytics Salary Histogram 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 23 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
City of London +12 12 £75,000 +7.14% 1
Big Data Analytics
England

Big Data Analytics
Top 30 Related IT Skills in London

For the 6 months to 23 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 London region with a requirement for Big Data Analytics.

1 154 (100.00%) Big Data
2 153 (99.35%) Analytics
3 149 (96.75%) Data Analytics
4 48 (31.17%) SQL
5 45 (29.22%) Agile Software Development
5 45 (29.22%) Computer Science
6 43 (27.92%) Hadoop
7 40 (25.97%) Java
8 39 (25.32%) NoSQL
9 38 (24.68%) Apache Spark
9 38 (24.68%) Degree
10 34 (22.08%) Visualisation
11 33 (21.43%) Scala
12 32 (20.78%) Amazon AWS
12 32 (20.78%) Business Intelligence
12 32 (20.78%) Finance
13 30 (19.48%) TDD
14 28 (18.18%) Data Warehouse
14 28 (18.18%) Python
15 26 (16.88%) Algorithms
16 23 (14.94%) GitHub
16 23 (14.94%) AngularJS
16 23 (14.94%) MS Excel
17 22 (14.29%) Oracle
18 21 (13.64%) HTTP
18 21 (13.64%) Data Visualisation
18 21 (13.64%) Functional Programming
19 20 (12.99%) Apache Hive
19 20 (12.99%) REST
19 20 (12.99%) 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 38 (24.68%) Apache Spark
2 17 (11.04%) Apache Pig
3 10 (6.49%) Elasticsearch
4 9 (5.84%) SAS
5 5 (3.25%) Apache
6 3 (1.95%) Adobe Experience Manager
6 3 (1.95%) Apache Solr
6 3 (1.95%) Mule
7 1 (0.65%) Facebook Platform
Applications
1 23 (14.94%) MS Excel
2 7 (4.55%) MS PowerPoint
3 1 (0.65%) SPSS
Business Applications
1 1 (0.65%) SAP Oil and Gas
Cloud Services
1 32 (20.78%) Amazon AWS
2 23 (14.94%) GitHub
3 19 (12.34%) Cloud Computing
4 7 (4.55%) Google Analytics
4 7 (4.55%) Microsoft Azure
5 4 (2.60%) IBM Cloud
6 3 (1.95%) Amazon EC2
6 3 (1.95%) SaaS
7 2 (1.30%) Google Cloud Platform
8 1 (0.65%) AdWords
8 1 (0.65%) Amazon Kinesis
8 1 (0.65%) AWS Lambda
8 1 (0.65%) iTunes
Communications & Networking
1 21 (13.64%) HTTP
2 6 (3.90%) Network Security
3 3 (1.95%) Internet
3 3 (1.95%) SSL
3 3 (1.95%) WebEx
4 1 (0.65%) Kerberos
4 1 (0.65%) LDAP
4 1 (0.65%) PPP
Database & Business Intelligence
1 154 (100.00%) Big Data
2 43 (27.92%) Hadoop
3 39 (25.32%) NoSQL
4 28 (18.18%) Data Warehouse
5 20 (12.99%) Apache Hive
6 17 (11.04%) Relational Database
7 16 (10.39%) MySQL
7 16 (10.39%) SQL Server
8 14 (9.09%) HBase
9 13 (8.44%) MongoDB
10 12 (7.79%) SQL Server Integration Services
11 10 (6.49%) PostgreSQL
12 9 (5.84%) Data Lake
12 9 (5.84%) QlikView
12 9 (5.84%) SQL Server Reporting Services
13 8 (5.19%) RDBMS
14 7 (4.55%) Apache Cassandra
14 7 (4.55%) DB2
14 7 (4.55%) Power BI
14 7 (4.55%) Voldemort
Development Applications
1 20 (12.99%) JIRA
2 9 (5.84%) Jenkins
3 8 (5.19%) Git (software)
4 5 (3.25%) Subversion
4 5 (3.25%) ZenHub
5 3 (1.95%) Hudson
6 1 (0.65%) Maven
General
1 32 (20.78%) Finance
2 18 (11.69%) Marketing
3 8 (5.19%) Advertising
4 7 (4.55%) Retail
5 6 (3.90%) Games
6 4 (2.60%) Financial Institution
6 4 (2.60%) Telecoms
7 3 (1.95%) Banking
7 3 (1.95%) Military
8 2 (1.30%) Electronics
8 2 (1.30%) Pharmaceutical
9 1 (0.65%) Dutch Language
9 1 (0.65%) Investment Banking
9 1 (0.65%) Manufacturing
9 1 (0.65%) Music Industry
9 1 (0.65%) Spanish Language
Job Titles
1 54 (35.06%) Developer
2 31 (20.13%) Analyst
3 23 (14.94%) Architect
4 21 (13.64%) Scala Developer
5 15 (9.74%) Big Data Developer
5 15 (9.74%) Data Architect
6 13 (8.44%) Senior Developer
7 11 (7.14%) Data Analyst
7 11 (7.14%) Hadoop Developer
8 10 (6.49%) Big Data Architect
8 10 (6.49%) Data Engineer
9 9 (5.84%) Business Analyst
10 8 (5.19%) Analyst Developer
10 8 (5.19%) Big Data Engineer
10 8 (5.19%) Data Scientist
10 8 (5.19%) Senior Hadoop Developer
10 8 (5.19%) SQL Analyst
11 7 (4.55%) Agile Developer
11 7 (4.55%) Senior Big Data Developer
11 7 (4.55%) Senior ETL Developer
Libraries, Frameworks & Software Standards
1 23 (14.94%) AngularJS
2 20 (12.99%) REST
3 19 (12.34%) Akka
4 18 (11.69%) HTML
5 17 (11.04%) CSS
5 17 (11.04%) Play Framework
6 12 (7.79%) HTML5
7 11 (7.14%) CSS3
8 10 (6.49%) Spring
9 8 (5.19%) Middleware
10 7 (4.55%) XML
11 6 (3.90%) Kafka
11 6 (3.90%) Node.js
11 6 (3.90%) SOAP
12 5 (3.25%) D3.js
12 5 (3.25%) JSON
12 5 (3.25%) Web Services
13 4 (2.60%) .NET
13 4 (2.60%) RESTful
14 3 (1.95%) LAMP
Miscellaneous
1 45 (29.22%) Computer Science
2 34 (22.08%) Visualisation
3 26 (16.88%) Algorithms
4 20 (12.99%) Statistics
5 18 (11.69%) Data Structures
6 17 (11.04%) Analytical Skills
7 12 (7.79%) User Experience
8 11 (7.14%) Data Centre
8 11 (7.14%) Mathematics
9 8 (5.19%) Fintech
9 8 (5.19%) Mobile App
10 7 (4.55%) Physics
11 6 (3.90%) iPhone
12 5 (3.25%) Cyberthreat
12 5 (3.25%) Social Media
12 5 (3.25%) Xbox
13 3 (1.95%) Cybercrime
13 3 (1.95%) PKI
13 3 (1.95%) Semantic Web
14 2 (1.30%) Life Science
Operating Systems
1 11 (7.14%) Linux
2 8 (5.19%) Windows
3 4 (2.60%) Unix
4 2 (1.30%) Android
4 2 (1.30%) Apple iOS
Processes & Methodologies
1 153 (99.35%) Analytics
2 149 (96.75%) Data Analytics
3 45 (29.22%) Agile Software Development
4 32 (20.78%) Business Intelligence
5 30 (19.48%) TDD
6 21 (13.64%) Data Visualisation
6 21 (13.64%) Functional Programming
7 19 (12.34%) Software Engineering
8 18 (11.69%) ETL
9 17 (11.04%) Portfolio Management
10 14 (9.09%) E-Commerce
11 13 (8.44%) Continuous Integration
11 13 (8.44%) DevOps
11 13 (8.44%) Machine Learning
11 13 (8.44%) TOGAF
12 12 (7.79%) MapReduce
12 12 (7.79%) Migration
12 12 (7.79%) Open Source
13 11 (7.14%) Cybersecurity
13 11 (7.14%) Stakeholder Management
Programming Languages
1 48 (31.17%) SQL
2 40 (25.97%) Java
3 33 (21.43%) Scala
4 28 (18.18%) Python
5 16 (10.39%) JavaScript
6 9 (5.84%) T-SQL
7 8 (5.19%) C
8 7 (4.55%) C#
8 7 (4.55%) HiveQL
8 7 (4.55%) R
8 7 (4.55%) Ruby
9 6 (3.90%) Lua
9 6 (3.90%) Perl
9 6 (3.90%) VBA
10 4 (2.60%) C++
11 3 (1.95%) Groovy
11 3 (1.95%) Haskell
12 2 (1.30%) Bash Shell
12 2 (1.30%) PL/SQL
12 2 (1.30%) SPARQL
Qualifications
1 38 (24.68%) Degree
2 5 (3.25%) Security Cleared
3 3 (1.95%) DV Cleared
4 2 (1.30%) PhD
5 1 (0.65%) CBAP
5 1 (0.65%) CCNA
5 1 (0.65%) CEH
5 1 (0.65%) Cisco Certification
5 1 (0.65%) CISSP
5 1 (0.65%) GCFA
5 1 (0.65%) GCIA
5 1 (0.65%) IIBA
Quality Assurance & Compliance
1 5 (3.25%) QA
2 1 (0.65%) CRD IV
2 1 (0.65%) GCP
2 1 (0.65%) ISO20022
2 1 (0.65%) Solvency II
System Software
1 11 (7.14%) HDFS
2 6 (3.90%) Virtual Machines
3 3 (1.95%) Docker
3 3 (1.95%) Hyper-V
3 3 (1.95%) VMware Infrastructure
4 2 (1.30%) Apache Flume
Systems Management
1 7 (4.55%) Puppet
2 4 (2.60%) Hadoop YARN
2 4 (2.60%) Kibana
3 2 (1.30%) Ansible
3 2 (1.30%) Oozie
3 2 (1.30%) Opscode Chef
4 1 (0.65%) Ambari
4 1 (0.65%) Graphite
4 1 (0.65%) logstash
4 1 (0.65%) Nagios
4 1 (0.65%) Salt
4 1 (0.65%) ZABBIX
Vendors
1 22 (14.29%) Oracle
2 13 (8.44%) Hortonworks
2 13 (8.44%) MuleSoft
3 10 (6.49%) Tableau
4 9 (5.84%) Google
4 9 (5.84%) IBM
5 8 (5.19%) Cloudera
5 8 (5.19%) Cognos
5 8 (5.19%) Netezza
6 7 (4.55%) Microsoft
6 7 (4.55%) Sybase
7 5 (3.25%) MicroStrategy
7 5 (3.25%) SAP
8 4 (2.60%) Cisco
8 4 (2.60%) Greenplum
9 3 (1.95%) AppDynamics
9 3 (1.95%) Salesforce.com
9 3 (1.95%) VMware
10 2 (1.30%) ArcSight
10 2 (1.30%) Splunk
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Salary: From £50,000 to £60,000 per annum Amazing benefits packages
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