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 21 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Big Data Analytics
England / London
Rank 516 559 575
Rank change year-on-year
+43 +16
Permanent jobs citing Big Data Analytics 67 90 79
As % of all permanent IT jobs located in London 0.20% 0.22% 0.19%
As % of the Processes & Methodologies category 0.22% 0.25% 0.22%
Number of salaries quoted 62 79 70
Median salary £62,500 £65,000 £62,500
Median salary % change year-on-year
-3.84% +4.00%
90% offered a salary of more than £45,000 £46,000 £40,000
10% offered a salary of more than £100,000 £80,000 £80,000
UK excluding London median salary £60,000 £60,000 £52,500
% change year-on-year
- +14.28%

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
30031 36261 35884
As % of all permanent IT jobs located in London 89.88% 89.20% 87.01%
Number of salaries quoted 25178 30972 30101
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 £40,000 £39,000 £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 21 February 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 21 February 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 +20 5 £100,000 +33.33% 3
Big Data Analytics
England

Big Data Analytics
Top 30 Related IT Skills in London

For the 6 months to 21 February 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.

1 151 (100.00%) Big Data
2 150 (99.34%) Analytics
3 146 (96.69%) Data Analytics
4 54 (35.76%) SQL
5 50 (33.11%) Agile Software Development
6 44 (29.14%) Degree
7 43 (28.48%) Java
8 39 (25.83%) Computer Science
8 39 (25.83%) Hadoop
9 38 (25.17%) Visualisation
10 35 (23.18%) NoSQL
11 34 (22.52%) Apache Spark
12 31 (20.53%) Scala
12 31 (20.53%) Business Intelligence
13 30 (19.87%) Python
13 30 (19.87%) TDD
13 30 (19.87%) Amazon AWS
14 29 (19.21%) Mathematics
15 27 (17.88%) Data Warehouse
16 24 (15.89%) Finance
17 22 (14.57%) Data Visualisation
17 22 (14.57%) Analytical Skills
18 21 (13.91%) ETL
19 20 (13.25%) MS Excel
19 20 (13.25%) HTML
19 20 (13.25%) Oracle
19 20 (13.25%) Statistics
19 20 (13.25%) Algorithms
19 20 (13.25%) REST
19 20 (13.25%) GitHub

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 34 (22.52%) Apache Spark
2 15 (9.93%) Apache Pig
3 14 (9.27%) SAS
4 9 (5.96%) Elasticsearch
5 5 (3.31%) Apache
6 3 (1.99%) Adobe Experience Manager
6 3 (1.99%) Mule
Applications
1 20 (13.25%) MS Excel
2 7 (4.64%) MS PowerPoint
3 6 (3.97%) SPSS
Business Applications
1 1 (0.66%) SAP Oil and Gas
Cloud Services
1 30 (19.87%) Amazon AWS
2 20 (13.25%) GitHub
3 16 (10.60%) Cloud Computing
4 7 (4.64%) Google Analytics
4 7 (4.64%) Microsoft Azure
5 4 (2.65%) Google Cloud Platform
5 4 (2.65%) IBM Cloud
6 3 (1.99%) Amazon EC2
6 3 (1.99%) SaaS
7 1 (0.66%) AdWords
7 1 (0.66%) IaaS
7 1 (0.66%) PaaS
Communications & Networking
1 14 (9.27%) HTTP
2 7 (4.64%) Network Security
3 3 (1.99%) SSL
3 3 (1.99%) WebEx
4 2 (1.32%) Internet
5 1 (0.66%) Kerberos
5 1 (0.66%) LDAP
5 1 (0.66%) NAS
5 1 (0.66%) NX-OS
5 1 (0.66%) PPP
5 1 (0.66%) SAN
Database & Business Intelligence
1 151 (100.00%) Big Data
2 39 (25.83%) Hadoop
3 35 (23.18%) NoSQL
4 27 (17.88%) Data Warehouse
5 17 (11.26%) Apache Hive
6 16 (10.60%) Relational Database
7 15 (9.93%) SQL Server
8 14 (9.27%) HBase
9 13 (8.61%) MySQL
10 11 (7.28%) SQL Server Integration Services
11 9 (5.96%) MongoDB
11 9 (5.96%) SQL Server Reporting Services
12 8 (5.30%) Data Lake
12 8 (5.30%) QlikView
13 7 (4.64%) PostgreSQL
13 7 (4.64%) Power BI
13 7 (4.64%) RDBMS
14 6 (3.97%) DB2
14 6 (3.97%) OLAP
15 5 (3.31%) SQL Server 2008
Development Applications
1 19 (12.58%) JIRA
2 9 (5.96%) Jenkins
3 8 (5.30%) Git (software)
4 5 (3.31%) Subversion
4 5 (3.31%) ZenHub
5 3 (1.99%) Hudson
6 1 (0.66%) Maven
6 1 (0.66%) Talend Open Studio
General
1 24 (15.89%) Finance
2 19 (12.58%) Marketing
3 8 (5.30%) Retail
4 7 (4.64%) Advertising
5 6 (3.97%) Games
6 5 (3.31%) Telecoms
7 3 (1.99%) Financial Institution
7 3 (1.99%) Military
7 3 (1.99%) Pharmaceutical
8 2 (1.32%) Banking
8 2 (1.32%) Electronics
8 2 (1.32%) Music Industry
9 1 (0.66%) Dutch Language
9 1 (0.66%) Manufacturing
9 1 (0.66%) Spanish Language
Job Titles
1 49 (32.45%) Developer
2 38 (25.17%) Analyst
3 23 (15.23%) Architect
4 19 (12.58%) Scala Developer
5 15 (9.93%) Data Analyst
5 15 (9.93%) Data Architect
6 14 (9.27%) Big Data Developer
7 11 (7.28%) Data Engineer
8 10 (6.62%) Big Data Architect
8 10 (6.62%) Business Analyst
8 10 (6.62%) Hadoop Developer
8 10 (6.62%) Senior Developer
9 9 (5.96%) Big Data Engineer
9 9 (5.96%) Consultant
10 8 (5.30%) Analyst Developer
10 8 (5.30%) SQL Analyst
11 7 (4.64%) Developer Analyst
11 7 (4.64%) Software Engineer
11 7 (4.64%) SQL Developer
11 7 (4.64%) Technical Architect
Libraries, Frameworks & Software Standards
1 20 (13.25%) HTML
1 20 (13.25%) REST
2 19 (12.58%) CSS
3 18 (11.92%) AngularJS
4 16 (10.60%) Akka
5 15 (9.93%) HTML5
6 14 (9.27%) CSS3
6 14 (9.27%) Play Framework
7 11 (7.28%) Spring
8 10 (6.62%) Node.js
9 8 (5.30%) D3.js
9 8 (5.30%) JSON
9 8 (5.30%) Middleware
9 8 (5.30%) XML
10 7 (4.64%) SOAP
11 6 (3.97%) RESTful
11 6 (3.97%) Web Services
12 4 (2.65%) .NET
12 4 (2.65%) Apache Camel
12 4 (2.65%) Spring Boot
Miscellaneous
1 39 (25.83%) Computer Science
2 22 (14.57%) Analytical Skills
3 20 (13.25%) Algorithms
4 15 (9.93%) Data Structures
5 14 (9.27%) User Experience
6 8 (5.30%) Mobile App
7 7 (4.64%) Cyberthreat
7 7 (4.64%) Fintech
8 6 (3.97%) iPhone
9 5 (3.31%) Semantic Web
9 5 (3.31%) Xbox
10 4 (2.65%) Social Media
11 3 (1.99%) Data Centre
11 3 (1.99%) Life Science
11 3 (1.99%) PKI
12 2 (1.32%) Taxonomies
13 1 (0.66%) Celerra
13 1 (0.66%) Clustering
13 1 (0.66%) Foreign Exchange (FX)
13 1 (0.66%) Market Risk
Operating Systems
1 11 (7.28%) Linux
2 7 (4.64%) Windows
3 3 (1.99%) Unix
4 2 (1.32%) Android
4 2 (1.32%) Apple iOS
Processes & Methodologies
1 150 (99.34%) Analytics
2 146 (96.69%) Data Analytics
3 50 (33.11%) Agile Software Development
4 38 (25.17%) Visualisation
5 31 (20.53%) Business Intelligence
6 30 (19.87%) TDD
7 29 (19.21%) Mathematics
8 22 (14.57%) Data Visualisation
9 21 (13.91%) ETL
10 20 (13.25%) Statistics
11 18 (11.92%) Data Modelling
11 18 (11.92%) Functional Programming
12 16 (10.60%) Continuous Integration
13 15 (9.93%) Cybersecurity
14 14 (9.27%) Portfolio Management
14 14 (9.27%) Software Engineering
15 13 (8.61%) E-Commerce
16 12 (7.95%) Open Source
16 12 (7.95%) SOA
17 11 (7.28%) Machine Learning
Programming Languages
1 54 (35.76%) SQL
2 43 (28.48%) Java
3 31 (20.53%) Scala
4 30 (19.87%) Python
5 18 (11.92%) JavaScript
6 14 (9.27%) R
7 9 (5.96%) T-SQL
8 8 (5.30%) C
9 7 (4.64%) C#
9 7 (4.64%) Ruby
10 6 (3.97%) HiveQL
10 6 (3.97%) Lua
10 6 (3.97%) MATLAB
10 6 (3.97%) VBA
11 5 (3.31%) C++
12 4 (2.65%) Perl
12 4 (2.65%) SPARQL
13 3 (1.99%) Groovy
13 3 (1.99%) Haskell
14 2 (1.32%) PL/SQL
Qualifications
1 44 (29.14%) Degree
2 7 (4.64%) PhD
3 5 (3.31%) Security Cleared
4 3 (1.99%) DV Cleared
5 2 (1.32%) CBAP
5 2 (1.32%) IIBA
6 1 (0.66%) CEH
6 1 (0.66%) CISSP
6 1 (0.66%) GCFA
6 1 (0.66%) GCIA
Quality Assurance & Compliance
1 4 (2.65%) QA
2 2 (1.32%) GCP
3 1 (0.66%) CRD IV
3 1 (0.66%) ISO20022
3 1 (0.66%) Solvency II
System Software
1 8 (5.30%) HDFS
2 6 (3.97%) Virtual Machines
3 3 (1.99%) Apache Flume
3 3 (1.99%) Docker
3 3 (1.99%) Hyper-V
3 3 (1.99%) VMware Infrastructure
4 1 (0.66%) EMC RecoverPoint
Systems Management
1 6 (3.97%) Kibana
1 6 (3.97%) Puppet
2 2 (1.32%) Oozie
3 1 (0.66%) Ansible
3 1 (0.66%) EMC VPLEX
3 1 (0.66%) logstash
3 1 (0.66%) Opscode Chef
3 1 (0.66%) Simpana
Vendors
1 20 (13.25%) Oracle
2 13 (8.61%) Hortonworks
2 13 (8.61%) MuleSoft
3 11 (7.28%) Google
4 9 (5.96%) IBM
4 9 (5.96%) Tableau
5 8 (5.30%) Cloudera
6 7 (4.64%) Microsoft
7 6 (3.97%) Cognos
7 6 (3.97%) Netezza
7 6 (3.97%) Sybase
8 4 (2.65%) Cisco
8 4 (2.65%) Greenplum
8 4 (2.65%) MicroStrategy
9 3 (1.99%) AppDynamics
9 3 (1.99%) Salesforce.com
9 3 (1.99%) SAP
9 3 (1.99%) VMware
10 2 (1.32%) Informatica
11 1 (0.66%) CommVault
City, London
Informatiq Consulting
Posted: 3 hours ago
City, London
Miller Maxwell Ltd
Salary: bonus and benefits package
Posted: 6 hours ago
City, London
Software Personnel International Ltd
Salary: From £40,000 to £50,000 per annum
Posted: 5 days ago
London
Churchill Frank
Posted: 13 days ago
North London
Send
Salary: From £65,000 to £75,000 per annum + Pension + Flexible Benefits
Posted: 5 days ago
London
Mint
Salary: £45000 - £50000 per annum + Excellent benefits package
Posted: 8 days ago