The table below looks at the statistics for Big Data skills in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 19 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Jan 2017
Same period 2016 Same period 2015
Big Data
London / City of London
Rank 67 44 126
Rank change year-on-year
-23 +82
Permanent jobs citing Big Data 191 333 218
As % of all permanent IT jobs located in the City of London 3.81% 5.15% 2.13%
As % of the Database & Business Intelligence category 12.11% 17.02% 7.73%
Number of salaries quoted 174 286 170
Median salary £70,000 £65,000 £63,750
Median salary % change year-on-year
+7.69% +1.96%
90% offered a salary of more than £45,000 £46,250 £47,300
10% offered a salary of more than £106,750 £102,500 £90,000
UK excluding London median salary £55,000 £52,500 £47,500
% change year-on-year
+4.76% +10.52%

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the City of London region.

Database & Business Intelligence Category
City of London
Permanent IT job ads with a match in the
Database & Business Intelligence category
1577 1956 2819
As % of all permanent IT jobs located in the City of London 31.48% 30.28% 27.53%
Number of salaries quoted 1464 1746 2534
Median salary £59,500 £57,500 £55,000
Median salary % change year-on-year
+3.47% +4.54%
90% offered a salary of more than £39,500 £41,500 £37,500
10% offered a salary of more than £85,000 £72,500 £80,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

Big Data
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London region citing Big Data as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Big Data Jobs Demand Trend in the City of London

Big Data
Salary Trend in the City of London

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

Big Data Salary Trend in the City of London

Big Data
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Big Data across the City of London region over the 3 months to 19 January 2017.

Big Data Salary Histogram in the City of London

Big Data
Top 30 Related IT Skills in the City of London

For the 6 months to 19 January 2017, IT jobs citing Big Data 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 City of London region with a requirement for Big Data.

1 191 (43.41%) Agile Software Development
2 183 (41.59%) Hadoop
3 175 (39.77%) Java
4 147 (33.41%) SQL
5 143 (32.50%) Analytics
6 119 (27.05%) Python
7 114 (25.91%) Finance
8 106 (24.09%) Apache Spark
9 98 (22.27%) Scala
10 95 (21.59%) Machine Learning
11 94 (21.36%) Business Intelligence
12 84 (19.09%) Data Warehouse
12 84 (19.09%) Degree
13 82 (18.64%) NoSQL
14 77 (17.50%) Computer Science
14 77 (17.50%) SQL Server
15 75 (17.05%) ETL
15 75 (17.05%) TDD
16 73 (16.59%) Amazon AWS
17 62 (14.09%) Banking
18 57 (12.95%) Apache Hive
18 57 (12.95%) Oracle
19 56 (12.73%) Software Engineering
20 55 (12.50%) Mathematics
21 54 (12.27%) Marketing
21 54 (12.27%) JavaScript
22 53 (12.05%) MapReduce
22 53 (12.05%) Algorithms
23 52 (11.82%) Microsoft
24 50 (11.36%) Data Analytics

Big Data
Top Related IT Skills in the City of 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
1 106 (24.09%) Apache Spark
2 28 (6.36%) Elasticsearch
3 21 (4.77%) SAS
4 18 (4.09%) Apache Pig
5 16 (3.64%) Apache
6 12 (2.73%) WebSphere
7 11 (2.50%) Apache Solr
8 10 (2.27%) Confluence
9 7 (1.59%) SharePoint
10 6 (1.36%) JBoss
10 6 (1.36%) Jetty
10 6 (1.36%) OpenStack
10 6 (1.36%) Tomcat
10 6 (1.36%) WebLogic
11 5 (1.14%) WebSphere Application Server
12 4 (0.91%) Adobe Experience Manager
13 3 (0.68%) IIS
14 2 (0.45%) BizTalk Server
Applications
1 25 (5.68%) MS Excel
2 4 (0.91%) MS Office
2 4 (0.91%) SPSS
3 3 (0.68%) Gephi
4 2 (0.45%) MS PowerPoint
4 2 (0.45%) MS Visio
5 1 (0.23%) Adobe Creative Suite
Business Applications
1 6 (1.36%) BusinessWorks
2 5 (1.14%) Magento
3 4 (0.91%) Bloomberg TOMS
3 4 (0.91%) Dynamics CRM
4 3 (0.68%) SAP HR
4 3 (0.68%) TIBCO BusinessEvents
5 2 (0.45%) HFM
6 1 (0.23%) Hyperion Enterprise
6 1 (0.23%) Salesforce.com CRM
6 1 (0.23%) SAP CO
6 1 (0.23%) SAP FI
6 1 (0.23%) SAP FI/CO
Cloud Services
1 73 (16.59%) Amazon AWS
2 35 (7.95%) Microsoft Azure
3 16 (3.64%) Amazon EMR
4 11 (2.50%) SaaS
5 10 (2.27%) PaaS
6 9 (2.05%) Google Cloud Platform
6 9 (2.05%) IaaS
7 6 (1.36%) GitHub
8 4 (0.91%) Cloud Computing
9 2 (0.45%) Adobe Creative Cloud
10 1 (0.23%) Adobe Analytics
10 1 (0.23%) AdWords
10 1 (0.23%) Amazon EC2
10 1 (0.23%) Amazon Kinesis
10 1 (0.23%) Amazon S3
10 1 (0.23%) Amazon SQS
10 1 (0.23%) Force.com
10 1 (0.23%) Google Analytics
10 1 (0.23%) IBM Cloud
Communications & Networking
1 18 (4.09%) Internet
2 7 (1.59%) HTTP
3 3 (0.68%) Kerberos
3 3 (0.68%) LDAP
4 2 (0.45%) Cisco IOS
4 2 (0.45%) DHCP
4 2 (0.45%) DNS
4 2 (0.45%) LAN
4 2 (0.45%) WAN
5 1 (0.23%) FTP
5 1 (0.23%) PPP
5 1 (0.23%) TCP/IP
Database & Business Intelligence
1 183 (41.59%) Hadoop
2 84 (19.09%) Data Warehouse
3 82 (18.64%) NoSQL
4 77 (17.50%) SQL Server
5 57 (12.95%) Apache Hive
6 44 (10.00%) SQL Server Integration Services
7 38 (8.64%) MongoDB
8 31 (7.05%) Apache Cassandra
8 31 (7.05%) Relational Database
9 30 (6.82%) Data Mining
10 27 (6.14%) QlikView
10 27 (6.14%) SQL Server Reporting Services
11 24 (5.45%) Sqoop
12 23 (5.23%) MySQL
12 23 (5.23%) SQL Server Analysis Services
13 22 (5.00%) HBase
14 21 (4.77%) Power BI
15 16 (3.64%) Impala
16 15 (3.41%) RDBMS
17 14 (3.18%) PostgreSQL
Development Applications
1 19 (4.32%) Jenkins
2 18 (4.09%) JIRA
3 15 (3.41%) Git (software)
4 9 (2.05%) Toad
4 9 (2.05%) Visual Studio
5 8 (1.82%) Maven
6 6 (1.36%) Jasmine
6 6 (1.36%) Phabricator
6 6 (1.36%) Selenium
7 5 (1.14%) Subversion
7 5 (1.14%) Talend Open Studio
8 4 (0.91%) Cucumber
8 4 (0.91%) Gerrit
8 4 (0.91%) Grunt
8 4 (0.91%) Team Foundation Server
9 3 (0.68%) ERwin
10 2 (0.45%) Cobertura
10 2 (0.45%) Hudson
10 2 (0.45%) Karma Test Runner
10 2 (0.45%) Protractor
General
1 114 (25.91%) Finance
2 62 (14.09%) Banking
3 54 (12.27%) Marketing
4 33 (7.50%) Advertising
5 25 (5.68%) Games
6 24 (5.45%) Retail
7 21 (4.77%) Investment Banking
8 18 (4.09%) Legal
9 15 (3.41%) Front Office
10 10 (2.27%) Publishing
11 9 (2.05%) Financial Institution
12 7 (1.59%) Telecoms
13 6 (1.36%) Law
14 2 (0.45%) Back Office
14 2 (0.45%) Billing
14 2 (0.45%) Electronics
14 2 (0.45%) Music Industry
14 2 (0.45%) Pharmaceutical
15 1 (0.23%) Corporate Banking
15 1 (0.23%) Dutch Language
Job Titles
1 177 (40.23%) Developer
2 95 (21.59%) Java Developer
3 72 (16.36%) Architect
4 66 (15.00%) Senior Developer
5 46 (10.45%) Data Architect
6 35 (7.95%) Data Scientist
7 33 (7.50%) Senior Java Developer
8 30 (6.82%) Consultant
9 28 (6.36%) Analyst
9 28 (6.36%) Data Engineer
10 27 (6.14%) Big Data Developer
11 25 (5.68%) Scala Developer
12 24 (5.45%) Big Data Architect
13 23 (5.23%) Software Engineer
14 22 (5.00%) Hadoop Developer
14 22 (5.00%) Java Scala Developer
15 19 (4.32%) Solutions Architect
16 16 (3.64%) Big Data Engineer
16 16 (3.64%) Hadoop Architect
16 16 (3.64%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 40 (9.09%) HTML
2 36 (8.18%) Spring
3 34 (7.73%) .NET
4 32 (7.27%) AngularJS
5 30 (6.82%) Kafka
5 30 (6.82%) Web Services
6 27 (6.14%) HTML5
6 27 (6.14%) REST
7 26 (5.91%) Akka
7 26 (5.91%) Node.js
8 23 (5.23%) CSS
8 23 (5.23%) JSON
9 21 (4.77%) SOAP
9 21 (4.77%) XML
10 19 (4.32%) jQuery
11 18 (4.09%) React
12 16 (3.64%) Lucene
13 11 (2.50%) Natural Language Processing
13 11 (2.50%) RESTful
14 10 (2.27%) D3.js
Miscellaneous
1 77 (17.50%) Computer Science
2 55 (12.50%) Mathematics
3 53 (12.05%) Algorithms
4 46 (10.45%) Analytical Skills
5 40 (9.09%) Visualisation
6 36 (8.18%) Statistics
7 27 (6.14%) Credit Risk
8 20 (4.55%) Artificial Intelligence
9 19 (4.32%) Fintech
10 16 (3.64%) Data Structures
11 14 (3.18%) Data Integration
12 13 (2.95%) Derivative
13 12 (2.73%) Foreign Exchange (FX)
13 12 (2.73%) Internet of Things
14 11 (2.50%) Ontologies
15 10 (2.27%) Enterprise Software
15 10 (2.27%) Mobile Banking
16 9 (2.05%) Linked Data
16 9 (2.05%) Market Risk
16 9 (2.05%) Public Cloud
Operating Systems
1 47 (10.68%) Linux
2 18 (4.09%) Unix
3 17 (3.86%) Windows
4 5 (1.14%) Debian
5 3 (0.68%) AIX
5 3 (0.68%) Windows XP
6 2 (0.45%) Mac OS X
6 2 (0.45%) Solaris
6 2 (0.45%) Windows 7
6 2 (0.45%) Windows 8
7 1 (0.23%) Android
7 1 (0.23%) Apple iOS
Processes & Methodologies
1 191 (43.41%) Agile Software Development
2 143 (32.50%) Analytics
3 95 (21.59%) Machine Learning
4 94 (21.36%) Business Intelligence
5 75 (17.05%) ETL
5 75 (17.05%) TDD
6 56 (12.73%) Software Engineering
7 53 (12.05%) MapReduce
8 50 (11.36%) Data Analytics
9 49 (11.14%) BDD
10 47 (10.68%) Scrum
11 44 (10.00%) Multithreading
12 41 (9.32%) Data Modelling
13 40 (9.09%) Continuous Integration
14 34 (7.73%) OO
15 31 (7.05%) DevOps
16 30 (6.82%) Project Management
17 28 (6.36%) Web Analytics
18 27 (6.14%) Mentoring
18 27 (6.14%) Software Delivery
Programming Languages
1 175 (39.77%) Java
2 147 (33.41%) SQL
3 119 (27.05%) Python
4 98 (22.27%) Scala
5 54 (12.27%) JavaScript
6 35 (7.95%) R
7 31 (7.05%) C#
8 27 (6.14%) PHP
9 26 (5.91%) Ruby
10 21 (4.77%) Perl
11 19 (4.32%) Bash Shell
11 19 (4.32%) T-SQL
12 15 (3.41%) C++
12 15 (3.41%) Shell Script
13 14 (3.18%) C
14 10 (2.27%) Go
15 8 (1.82%) Data Analysis Expressions (DAX)
15 8 (1.82%) Haskell
15 8 (1.82%) MATLAB
16 7 (1.59%) HiveQL
Qualifications
1 84 (19.09%) Degree
2 42 (9.55%) PhD
3 10 (2.27%) Microsoft Certification
4 9 (2.05%) Postgraduate
5 5 (1.14%) ISEB
5 5 (1.14%) PMI Certification
6 4 (0.91%) CCIE
6 4 (0.91%) CCNA
6 4 (0.91%) Cisco Certification
6 4 (0.91%) CISM
6 4 (0.91%) CISSP
7 3 (0.68%) Security Cleared
8 2 (0.45%) ACCA
8 2 (0.45%) MCSA
8 2 (0.45%) MCSE
8 2 (0.45%) PMP
9 1 (0.23%) APMP
9 1 (0.23%) CIMA
9 1 (0.23%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 12 (2.73%) Data Quality
2 9 (2.05%) QA
3 3 (0.68%) MiFID
4 1 (0.23%) ISO 9001
4 1 (0.23%) ISO/IEC 27001
System Software
1 30 (6.82%) HDFS
2 17 (3.86%) Apache Flume
3 16 (3.64%) Docker
4 6 (1.36%) Active Directory
5 5 (1.14%) Apache ZooKeeper
6 3 (0.68%) PowerHA
7 1 (0.23%) Tivoli Workload Scheduler
7 1 (0.23%) Virtual Machines
7 1 (0.23%) VirtualBox
Systems Management
1 20 (4.55%) Puppet
2 16 (3.64%) Ansible
2 16 (3.64%) Oozie
3 10 (2.27%) Opscode Chef
4 7 (1.59%) Kibana
4 7 (1.59%) logstash
4 7 (1.59%) Mesos
5 6 (1.36%) Salt
6 4 (0.91%) Kubernetes
6 4 (0.91%) Tivoli
7 3 (0.68%) Ambari
7 3 (0.68%) Hadoop YARN
7 3 (0.68%) ITRS Geneos
7 3 (0.68%) Tivoli Monitoring
8 2 (0.45%) Casper Suite
8 2 (0.45%) Rancher
9 1 (0.23%) Graphite
9 1 (0.23%) Marathon
9 1 (0.23%) Terraform
Vendors
1 57 (12.95%) Oracle
2 52 (11.82%) Microsoft
3 39 (8.86%) Tableau
4 24 (5.45%) Google
5 18 (4.09%) Hortonworks
6 13 (2.95%) SAP
7 11 (2.50%) Cognos
8 10 (2.27%) Cloudera
8 10 (2.27%) IBM
9 9 (2.05%) Atlassian
10 8 (1.82%) Adobe
11 7 (1.59%) Informatica
11 7 (1.59%) MapR
11 7 (1.59%) Netezza
11 7 (1.59%) Salesforce.com
11 7 (1.59%) Sybase
11 7 (1.59%) Teradata
11 7 (1.59%) Twitter
12 6 (1.36%) Sencha
12 6 (1.36%) TIBCO
City, London
Harrington Starr
Salary: £35000 - £50000 per annum + Bonus + Benefits
Posted: 8 hours ago
City, London
Pioneer Search
Salary: £550.00 - £700.00 per annum
Posted: 7 hours ago
City, London
Durlston Partners
Salary: From £75,000 to £150,000 per annum Huge bonus potential, uncapped
Posted: Yesterday
City, London
ANSON MCCADE
Salary: Up to £ 85,000 + car allowance (5.9k) + bonus (10-15%) + pension + hea
Posted: 17 hours ago
City, London
ANSON MCCADE
Salary: £60,000 - £80,000k base, bonus & a fantastic range of additional benef
Posted: Yesterday
City, London
Parallel Consulting
Salary: £60000 - £80000 per annum
Posted: Yesterday
City, London
onezeero.
Salary: £50000 - £80000 per annum + bonus, pension, healthcare etc
Posted: 2 days ago
City, London
Venturi
Salary: £45000 - £60000 per annum
Posted: 11 hours ago
City, London
Oliver Bernard
Salary: £90000 - £110000 per annum + Benefits
Posted: 15 hours ago
City, London
Oliver Bernard
Salary: £70000 - £80000 per annum + Excellent benefits
Posted: 3 days ago
City, London
Accenture
Salary: £28,000 per annum
Posted: 11 hours ago
City, London
TEKsystems
Salary: £85000 - £95000 per annum + benefits
Posted: Yesterday
City, London
Oliver Bernard
Salary: £75000 - £85000 per annum + Benefits
Posted: 2 days ago
City, London
Harrington Starr
Salary: £60000 - £80000 per annum + Bonus + Benefits
Posted: 8 hours ago
City, London
Oliver Bernard
Salary: £95000 - £105000 per annum
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 2 days ago
City, London
Quant Capital
Salary: Up to £40,000 per annum + benefits and bonus
Posted: Yesterday
City, London
ANSON MCCADE
Salary: Up to £ 85,000 + car allowance (5.9k) + bonus (10-15%) + pension + hea
Posted: 2 days ago
City, London
Harrington Starr
Salary: £80000 - £100000 per annum + Benefits + Bonus
Posted: 3 days ago
City, London
Client Server
Salary: £95k to £120k + bonus + benefits
Posted: 2 days ago
City, London
Parallel Consulting
Salary: £65000 - £75000 per annum
Posted: 3 days ago
City, London
Darwin Recruitment
Posted: 6 days ago
City, London
Quant Capital
Salary: Up to £80,000 per annum + benefits
Posted: 2 days ago
City, London
Big Wednesday Digital Ltd
Salary: £45000 - £75000 per annum + Negotiable
Posted: 3 days ago
City, London
Schroders plc
Posted: 13 hours ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 + generous bonus and car allowance plus much more!
Posted: 2 days ago
City, London
Client Server
Salary: £75k to £85k + benefits
Posted: 3 days ago
City, London
Energon People
Salary: £45000.00 - £55000.00 per annum + benefits + bonus
Posted: 3 days ago
City, London
CPS Group UK
Salary: £50000 - £70000 per annum
Posted: 3 days ago