Period
to 23 November 2017

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 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Big Data Analytics
England > London
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 607 644 721
Rank change year-on-year +37 +77 +93
Permanent jobs citing Big Data Analytics 235 206 189
As % of all permanent IT jobs advertised in London 0.31% 0.27% 0.21%
As % of the Processes & Methodologies category 0.34% 0.30% 0.24%
Number of salaries quoted 178 168 154
London median annual salary £57,500 £70,000 £65,000
Median salary % change year-on-year -17.86% +7.69% +4.00%
10th Percentile £32,500 £38,375 £35,750
90th Percentile £92,500 £96,250 £108,000
England median annual salary £57,500 £60,000 £65,000
% change year-on-year -4.17% -7.69% +8.33%

Big Data Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 68818 68936 79416
As % of all permanent IT jobs advertised in London 91.60% 90.67% 89.58%
Number of salaries quoted 53025 59292 66921
London median annual salary £60,000 £58,000 £55,000
Median salary % change year-on-year +3.45% +5.45% -
10th Percentile £35,000 £33,750 £33,000
90th Percentile £90,000 £88,750 £86,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Big Data Analytics
Job Vacancy Trend in London

Job postings citing Big Data Analytics as a percentage of all IT jobs advertised in London.

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 6 months to 23 November 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 6 months to 23 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -2 17 £77,500 +10.71%
West London +7 2 £75,000 +36.36%
South London - 2 £50,000 -
Big Data Analytics
England

For the 6 months to 23 November 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.

1 235 (100.00%) Big Data
1 235 (100.00%) Data Analytics
1 235 (100.00%) Analytics
2 109 (46.38%) Agile Software Development
3 76 (32.34%) SQL
4 72 (30.64%) Java
4 72 (30.64%) Python
5 67 (28.51%) Hadoop
6 63 (26.81%) Open Source
7 62 (26.38%) Degree
8 50 (21.28%) Linux
8 50 (21.28%) Apache Spark
9 43 (18.30%) Analytical Skills
10 39 (16.60%) Innovative Thinking
11 38 (16.17%) C
11 38 (16.17%) DV Cleared
11 38 (16.17%) Security Cleared
12 37 (15.74%) Creative Thinking
13 36 (15.32%) Finance
14 33 (14.04%) Mathematics
14 33 (14.04%) DevOps
15 32 (13.62%) .NET
16 31 (13.19%) Splunk
16 31 (13.19%) Enterprise Software
17 30 (12.77%) Mobile App
17 30 (12.77%) User Experience
18 29 (12.34%) SC Cleared
19 28 (11.91%) Data Management
19 28 (11.91%) Spring
19 28 (11.91%) CRM

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 50 (21.28%) Apache Spark
2 26 (11.06%) Moodle
3 22 (9.36%) Apache Geronimo
3 22 (9.36%) CMS
3 22 (9.36%) JBoss
3 22 (9.36%) Tomcat
3 22 (9.36%) WebLogic
3 22 (9.36%) WebSphere
3 22 (9.36%) WildFly
4 12 (5.11%) SAS
5 11 (4.68%) Apache
6 7 (2.98%) Apache Solr
7 5 (2.13%) GeoServer
8 3 (1.28%) Apache Pig
9 1 (0.43%) Elasticsearch
9 1 (0.43%) SharePoint
Applications
1 2 (0.85%) SPSS
2 1 (0.43%) Chatbot
2 1 (0.43%) Microsoft Excel
Cloud Services
1 14 (5.96%) Microsoft Azure
2 12 (5.11%) Amazon AWS
3 5 (2.13%) Azure Data Factory
4 3 (1.28%) Basecamp
4 3 (1.28%) SaaS
4 3 (1.28%) Trello
5 2 (0.85%) Google Cloud Platform
5 2 (0.85%) IaaS
5 2 (0.85%) npm
5 2 (0.85%) PaaS
5 2 (0.85%) Serverless
6 1 (0.43%) Cloud Computing
6 1 (0.43%) GitHub
6 1 (0.43%) Office 365
6 1 (0.43%) Virtual Private Cloud
Communications & Networking
1 8 (3.40%) Network Security
2 7 (2.98%) LDAP
3 6 (2.55%) SSL
4 4 (1.70%) Firewall
5 2 (0.85%) TCP/IP
6 1 (0.43%) Internet
6 1 (0.43%) Kerberos
Database & Business Intelligence
1 235 (100.00%) Big Data
2 67 (28.51%) Hadoop
3 16 (6.81%) Apache Hive
3 16 (6.81%) InterSystems Cache
4 15 (6.38%) MongoDB
5 14 (5.96%) NoSQL
6 13 (5.53%) Data Warehouse
6 13 (5.53%) Neo4j
7 11 (4.68%) SQL Server
8 10 (4.26%) Relational Database
9 8 (3.40%) HBase
9 8 (3.40%) OLAP
10 7 (2.98%) MySQL
10 7 (2.98%) Sqoop
11 6 (2.55%) Data Mining
11 6 (2.55%) Oracle OLAP
12 5 (2.13%) HDInsight
13 3 (1.28%) Amazon DynamoDB
13 3 (1.28%) BusinessObjects
14 2 (0.85%) RDBMS
Development Applications
1 11 (4.68%) Atlassian Bamboo
1 11 (4.68%) Jenkins
1 11 (4.68%) Selenium
2 7 (2.98%) RStudio
2 7 (2.98%) SQL Server Management Studio (SSMS)
3 5 (2.13%) JIRA
4 3 (1.28%) Maven
5 2 (0.85%) Mocha
General
1 36 (15.32%) Finance
2 20 (8.51%) Law
3 13 (5.53%) Marketing
4 11 (4.68%) Banking
5 10 (4.26%) Telecoms
6 8 (3.40%) French Language
7 6 (2.55%) Aerospace
8 4 (1.70%) Electronics
8 4 (1.70%) Financial Institution
8 4 (1.70%) Legal
8 4 (1.70%) Manufacturing
9 3 (1.28%) Advertising
9 3 (1.28%) Retail
10 1 (0.43%) Investment Banking
10 1 (0.43%) Military
Job Titles
1 64 (27.23%) Consultant
2 40 (17.02%) Architect
3 39 (16.60%) Security Consultant
4 28 (11.91%) Analytics Consultant
4 28 (11.91%) Data Consultant
5 26 (11.06%) Author
5 26 (11.06%) Technical Author
6 24 (10.21%) Big Data Engineer
7 23 (9.79%) Analyst
7 23 (9.79%) Big Data Consultant
7 23 (9.79%) Data Analytics Consultant
8 22 (9.36%) Data Engineer
9 21 (8.94%) Java Architect
9 21 (8.94%) Junior
10 20 (8.51%) Linux Consultant
10 20 (8.51%) Splunk Consultant
10 20 (8.51%) Trainee
10 20 (8.51%) Trainee Consultant
11 18 (7.66%) Senior Consultant
12 17 (7.23%) Developer
Libraries, Frameworks & Software Standards
1 32 (13.62%) .NET
2 28 (11.91%) Spring
3 26 (11.06%) Hibernate
4 22 (9.36%) J2EE
5 17 (7.23%) J2SE
6 13 (5.53%) Natural Language Processing
7 8 (3.40%) Node.js
7 8 (3.40%) Web Services
8 6 (2.55%) JSON
8 6 (2.55%) React
8 6 (2.55%) SOAP
8 6 (2.55%) WSDL
8 6 (2.55%) XML
9 5 (2.13%) AngularJS
9 5 (2.13%) CSS
9 5 (2.13%) CSS3
9 5 (2.13%) GeoTools
9 5 (2.13%) HTML
9 5 (2.13%) HTML5
9 5 (2.13%) JTS
Miscellaneous
1 43 (18.30%) Analytical Skills
2 31 (13.19%) Enterprise Software
3 30 (12.77%) Mobile App
3 30 (12.77%) User Experience
4 22 (9.36%) Computer Science
5 14 (5.96%) Security Operations Centre
6 13 (5.53%) Data Centre
7 9 (3.83%) Linux Command Line
8 7 (2.98%) Management Information System
9 6 (2.55%) Cyberthreat
9 6 (2.55%) Fintech
9 6 (2.55%) Social Network
10 5 (2.13%) Algorithms
11 4 (1.70%) Greenfield Project
11 4 (1.70%) Social Media
12 3 (1.28%) Data Protection Act
13 2 (0.85%) Cyber Defence
14 1 (0.43%) Digital Media
14 1 (0.43%) Internet of Things
14 1 (0.43%) Smart Home
Operating Systems
1 50 (21.28%) Linux
2 14 (5.96%) Windows
3 13 (5.53%) Unix
4 7 (2.98%) AIX
4 7 (2.98%) HPUX
4 7 (2.98%) Mac OS X
4 7 (2.98%) Solaris
5 2 (0.85%) Windows Server
6 1 (0.43%) Android
6 1 (0.43%) Apple iOS
6 1 (0.43%) CentOS
6 1 (0.43%) Ubuntu
Processes & Methodologies
1 235 (100.00%) Analytics
1 235 (100.00%) Data Analytics
2 109 (46.38%) Agile Software Development
3 63 (26.81%) Open Source
4 39 (16.60%) Innovative Thinking
5 37 (15.74%) Creative Thinking
6 33 (14.04%) DevOps
6 33 (14.04%) Mathematics
7 28 (11.91%) CRM
7 28 (11.91%) Data Management
7 28 (11.91%) Data Modelling
8 27 (11.49%) SDLC
9 26 (11.06%) Information Architecture
9 26 (11.06%) Machine Learning
10 25 (10.64%) Data Analysis
10 25 (10.64%) Microservices
10 25 (10.64%) Workflow
11 24 (10.21%) Cybersecurity
12 23 (9.79%) Business Intelligence
12 23 (9.79%) Security Monitoring
Programming Languages
1 76 (32.34%) SQL
2 72 (30.64%) Java
2 72 (30.64%) Python
3 38 (16.17%) C
4 27 (11.49%) Bash Shell
5 26 (11.06%) R
6 21 (8.94%) JavaScript
7 18 (7.66%) Scala
8 15 (6.38%) MATLAB
9 14 (5.96%) Perl
10 11 (4.68%) T-SQL
11 10 (4.26%) PowerShell
12 5 (2.13%) ES6
12 5 (2.13%) Korn
13 4 (1.70%) C#
13 4 (1.70%) C++
14 2 (0.85%) HiveQL
14 2 (0.85%) PHP
14 2 (0.85%) TypeScript
15 1 (0.43%) Kotlin
Qualifications
1 62 (26.38%) Degree
2 38 (16.17%) DV Cleared
2 38 (16.17%) Security Cleared
3 29 (12.34%) SC Cleared
4 6 (2.55%) Computer Science Degree
5 5 (2.13%) PhD
6 4 (1.70%) Master's Degree
7 3 (1.28%) Numerate Degree
8 1 (0.43%) MBA
8 1 (0.43%) PMI Certification
8 1 (0.43%) PMP
8 1 (0.43%) PRINCE2 Certification
Quality Assurance & Compliance
1 12 (5.11%) Data Quality
2 4 (1.70%) SLA
3 3 (1.28%) GDPR
3 3 (1.28%) ISO/IEC 27001
3 3 (1.28%) PCI DSS
4 2 (0.85%) GCP
4 2 (0.85%) PMO
System Software
1 7 (2.98%) Apache Flume
2 2 (0.85%) Active Directory
2 2 (0.85%) Snort
3 1 (0.43%) Apache ZooKeeper
3 1 (0.43%) Hyper-V
3 1 (0.43%) VMware Infrastructure
Systems Management
1 2 (0.85%) Computer Incident Response Team
1 2 (0.85%) Terraform
2 1 (0.43%) Ansible
2 1 (0.43%) Kubernetes
2 1 (0.43%) Oozie
Vendors
1 31 (13.19%) Splunk
2 20 (8.51%) Red Hat
3 18 (7.66%) Oracle
4 10 (4.26%) SAP
5 8 (3.40%) Cisco
5 8 (3.40%) Tableau
6 5 (2.13%) Alteryx
6 5 (2.13%) Cloudera
6 5 (2.13%) HP
6 5 (2.13%) Microsoft
6 5 (2.13%) Teradata
6 5 (2.13%) Vertica
7 3 (1.28%) Cognizant
7 3 (1.28%) VMware
8 2 (0.85%) Cognos
8 2 (0.85%) Google
8 2 (0.85%) Hyperion
8 2 (0.85%) Informatica
8 2 (0.85%) Salesforce.com
8 2 (0.85%) Sourcefire