The table below looks at the statistics for Big Data Analytics skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Big Data Analytics over the 3 months to 24 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 May 2016
Same period 2015 Same period 2014
Big Data Analytics
Rank 744 799 913
Rank change year-on-year
+55 +114
Permanent jobs citing Big Data Analytics 188 148 91
As % of all permanent IT jobs located in the UK 0.19% 0.14% 0.076%
As % of the Processes & Methodologies category 0.22% 0.16% 0.090%
Number of salaries quoted 155 113 80
Median salary £60,000 £55,000 £58,750
Median salary % change year-on-year
+9.09% -6.38%
90% offered a salary of more than £45,000 £37,500 £29,750
10% offered a salary of more than £92,500 £95,000 £84,250
UK excluding London median salary £54,000 £60,000 £57,500
% change year-on-year
-10.00% +4.34%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised across the UK.

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
86605 92119 101627
As % of all permanent IT jobs located in the UK 87.86% 86.39% 85.34%
Number of salaries quoted 72063 74807 82623
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £31,500 £31,000
10% offered a salary of more than £75,000 £72,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Big Data Analytics
Jobs Demand Trend

The demand trend of job ads 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 the UK

Big Data Analytics
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Big Data Analytics within the UK.

Big Data Analytics Salary Trend in the UK

Big Data Analytics
Salary Histogram

This chart provides a salary histogram for IT jobs citing Big Data Analytics over the 3 months to 24 May 2016 within the UK.

Big Data Analytics Salary Histogram in the UK

Big Data Analytics
Top 30 Job Locations

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 UK over the 3 months to 24 May 2016. 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
(Click see detailed
statistics and trends)
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
England +78 175 £63,750 +15.90% 22
London +22 100 £72,500 +31.81% 14
South East +46 29 £60,000 - 5
South West +12 22 £54,000 +86.20% 2
Gloucestershire +5 18 £54,000 -10.00% 2
Oxfordshire +15 13 £60,000 - 3
East of England - 11 £60,000 -
Cambridgeshire - 11 £60,000 -
Gloucester +13 10 £57,000 -5.00% 2
Hampshire - 10 £56,000 -
West Yorkshire - 9 £45,000 -
Yorkshire - 9 £45,000 -
City of London +44 8 £93,750 +78.57% 7
Peterborough - 8 £60,000 -
Leeds - 7 £40,000 -
Abingdon - 4 £65,000 -
East Midlands - 4 £50,000 -
Oxford +8 3 £55,000 -8.33% 3
East Sussex - 3 £37,500 - 1
Brighton - 3 £37,500 - 1
Bristol - 3 £47,500 -
Cambridge - 3 £37,500 -
Northampton - 3 - -
Northamptonshire - 3 - -
Surrey +2 2 £57,500 -8.00%
Reigate - 2 £57,500 -
Southampton - 2 £62,500 -
Buckinghamshire - 1 £75,000 -
Nottingham - 1 £50,000 -
High Wycombe - 1 £75,000 -

Big Data Analytics
Top 30 Related IT Skills

For the 6 months to 24 May 2016, 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 with a requirement for Big Data Analytics.

1 349 (100.00%) Big Data
2 348 (99.71%) Analytics
3 346 (99.14%) Data Analytics
4 174 (49.86%) Hadoop
5 166 (47.56%) Java
6 138 (39.54%) Python
7 132 (37.82%) SQL
8 104 (29.80%) Apache Spark
9 98 (28.08%) Agile Software Development
10 94 (26.93%) NoSQL
11 92 (26.36%) MongoDB
12 88 (25.21%) Visualisation
13 83 (23.78%) R
14 72 (20.63%) Business Intelligence
15 71 (20.34%) JavaScript
16 70 (20.06%) Cloudera
17 66 (18.91%) Analytical Skills
18 64 (18.34%) ETL
19 63 (18.05%) Apache Hive
19 63 (18.05%) Mathematics
20 62 (17.77%) Open Source
21 61 (17.48%) Scala
22 60 (17.19%) Degree
23 59 (16.91%) Amazon AWS
24 58 (16.62%) Computer Science
24 58 (16.62%) Machine Learning
24 58 (16.62%) SAS
24 58 (16.62%) Oracle
25 57 (16.33%) Hortonworks
26 56 (16.05%) AngularJS

Big Data Analytics
Top Related IT Skills 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
1 104 (29.80%) Apache Spark
2 58 (16.62%) SAS
3 49 (14.04%) Node.js
4 40 (11.46%) Apache Pig
5 34 (9.74%) Elasticsearch
6 14 (4.01%) Mule
7 3 (0.86%) Apache
8 2 (0.57%) CMS
8 2 (0.57%) JBoss
8 2 (0.57%) Tomcat
8 2 (0.57%) WebLogic
8 2 (0.57%) WebSphere
9 1 (0.29%) ArcGIS
9 1 (0.29%) OpenStack
Applications
1 18 (5.16%) MS PowerPoint
2 16 (4.58%) MS Excel
3 7 (2.01%) SPSS
4 5 (1.43%) GNU Octave
5 1 (0.29%) MS Office
Cloud Services
1 59 (16.91%) Amazon AWS
2 26 (7.45%) Microsoft Azure
3 17 (4.87%) GitHub
4 16 (4.58%) SaaS
5 13 (3.72%) Google Analytics
6 6 (1.72%) Amazon EC2
6 6 (1.72%) Cloud Computing
7 5 (1.43%) AWS CloudFormation
8 3 (0.86%) AdWords
9 2 (0.57%) Google Cloud Platform
9 2 (0.57%) IaaS
9 2 (0.57%) PaaS
10 1 (0.29%) Amazon S3
Communications & Networking
1 14 (4.01%) WebEx
2 9 (2.58%) HTTP
3 5 (1.43%) Bluetooth
3 5 (1.43%) Wi-Fi
3 5 (1.43%) Wireless
4 3 (0.86%) Internet
5 2 (0.57%) HTTPS
5 2 (0.57%) Unified Communications
6 1 (0.29%) AMQP
6 1 (0.29%) DNS
6 1 (0.29%) LAN
6 1 (0.29%) SNMP
6 1 (0.29%) SSH
6 1 (0.29%) TCP/IP
6 1 (0.29%) VPN
6 1 (0.29%) WAN
6 1 (0.29%) WLAN
Database & Business Intelligence
1 349 (100.00%) Big Data
2 174 (49.86%) Hadoop
3 94 (26.93%) NoSQL
4 92 (26.36%) MongoDB
5 63 (18.05%) Apache Hive
6 53 (15.19%) Neo4j
7 48 (13.75%) MySQL
8 42 (12.03%) Apache Cassandra
8 42 (12.03%) PostgreSQL
9 41 (11.75%) SQL Server
10 35 (10.03%) Pentaho
11 31 (8.88%) Data Warehouse
11 31 (8.88%) QlikView
12 28 (8.02%) Data Mining
13 26 (7.45%) Impala
14 21 (6.02%) Amazon Redshift
15 19 (5.44%) Relational Database
16 17 (4.87%) HBase
16 17 (4.87%) Parquet
16 17 (4.87%) SQL Server Integration Services
Development Applications
1 39 (11.17%) Jenkins
2 29 (8.31%) Git (software)
3 23 (6.59%) JIRA
4 18 (5.16%) Talend Open Studio
5 14 (4.01%) Hudson
6 11 (3.15%) Vagrant
7 10 (2.87%) SQL Server Management Studio (SSMS)
8 6 (1.72%) TeamCity
9 5 (1.43%) JUnit
10 4 (1.15%) ERwin
11 3 (0.86%) Checkstyle
11 3 (0.86%) FindBugs
11 3 (0.86%) JIRA Agile
11 3 (0.86%) Oracle APEX
11 3 (0.86%) Subversion
11 3 (0.86%) Toad
12 2 (0.57%) Eclipse
13 1 (0.29%) IntelliJ
13 1 (0.29%) Mocha
13 1 (0.29%) NetBeans
General
1 47 (13.47%) Finance
2 36 (10.32%) Retail
3 27 (7.74%) Marketing
4 23 (6.59%) Telecoms
5 18 (5.16%) Advertising
5 18 (5.16%) Banking
5 18 (5.16%) Games
6 13 (3.72%) Manufacturing
7 9 (2.58%) Law
8 8 (2.29%) Front Office
9 6 (1.72%) Financial Institution
10 2 (0.57%) Investment Banking
11 1 (0.29%) Legal
11 1 (0.29%) Pharmaceutical
11 1 (0.29%) Publishing
Job Titles
1 95 (27.22%) Developer
2 80 (22.92%) Data Scientist
3 54 (15.47%) Analyst
4 53 (15.19%) Architect
5 50 (14.33%) Data Analyst
6 33 (9.46%) Big Data Developer
7 29 (8.31%) Data Architect
8 26 (7.45%) Big Data Architect
8 26 (7.45%) Consultant
8 26 (7.45%) Java Developer
9 25 (7.16%) Big Data Engineer
10 23 (6.59%) Big Data Consultant
10 23 (6.59%) Big Data Manager
10 23 (6.59%) Data Consultant
11 21 (6.02%) Senior Developer
12 20 (5.73%) Data Engineer
13 17 (4.87%) Technical Architect
14 16 (4.58%) Analytics Manager
14 16 (4.58%) Big Data Analyst
14 16 (4.58%) Senior Manager
Libraries, Frameworks & Software Standards
1 56 (16.05%) AngularJS
2 42 (12.03%) XML
3 39 (11.17%) Spring
4 34 (9.74%) HTML
5 29 (8.31%) HTML5
6 25 (7.16%) Middleware
7 21 (6.02%) jQuery
8 20 (5.73%) JSON
9 19 (5.44%) Kafka
10 17 (4.87%) Hibernate
11 13 (3.72%) CSS
11 13 (3.72%) Spark Streaming
11 13 (3.72%) Twitter Bootstrap
12 12 (3.44%) Web Services
13 11 (3.15%) REST
14 10 (2.87%) XSD
15 9 (2.58%) .NET
15 9 (2.58%) Struts
16 8 (2.29%) CSS3
17 7 (2.01%) Spring XD
Miscellaneous
1 88 (25.21%) Visualisation
2 66 (18.91%) Analytical Skills
3 63 (18.05%) Mathematics
4 58 (16.62%) Computer Science
5 33 (9.46%) Statistics
6 25 (7.16%) Algorithms
7 15 (4.30%) Physics
8 13 (3.72%) Cybercrime
9 12 (3.44%) Data Centre
9 12 (3.44%) Management Information System
10 11 (3.15%) Mobile App
10 11 (3.15%) User Experience
11 10 (2.87%) Data Integration
12 9 (2.58%) Cyberthreat
13 8 (2.29%) Data Conversion
13 8 (2.29%) Public Cloud
14 7 (2.01%) PMI
14 7 (2.01%) Video on Demand
15 6 (1.72%) Cyber Attack
15 6 (1.72%) PKI
Operating Systems
1 45 (12.89%) Linux
2 28 (8.02%) Android
3 25 (7.16%) Unix
4 16 (4.58%) Windows
5 14 (4.01%) Apple iOS
6 4 (1.15%) Windows Mobile
7 1 (0.29%) CentOS
7 1 (0.29%) Ubuntu
Processes & Methodologies
1 348 (99.71%) Analytics
2 346 (99.14%) Data Analytics
3 98 (28.08%) Agile Software Development
4 72 (20.63%) Business Intelligence
5 64 (18.34%) ETL
6 62 (17.77%) Open Source
7 58 (16.62%) Machine Learning
8 56 (16.05%) Software Engineering
9 51 (14.61%) Data Visualisation
10 47 (13.47%) Data Management
11 46 (13.18%) DevOps
12 36 (10.32%) TDD
13 35 (10.03%) MapReduce
13 35 (10.03%) Project Management
14 33 (9.46%) Presales
15 32 (9.17%) TOGAF
16 28 (8.02%) Predictive Modelling
16 28 (8.02%) Statistical Analysis
17 26 (7.45%) Data Analysis
17 26 (7.45%) E-Commerce
Programming Languages
1 166 (47.56%) Java
2 138 (39.54%) Python
3 132 (37.82%) SQL
4 83 (23.78%) R
5 71 (20.34%) JavaScript
6 61 (17.48%) Scala
7 40 (11.46%) C#
8 34 (9.74%) C
9 33 (9.46%) C++
10 23 (6.59%) Ruby
11 17 (4.87%) MATLAB
12 15 (4.30%) Groovy
13 14 (4.01%) T-SQL
14 13 (3.72%) VBA
15 11 (3.15%) Clojure
16 7 (2.01%) PL/SQL
17 5 (1.43%) Perl
17 5 (1.43%) Shell Script
18 4 (1.15%) PHP
19 2 (0.57%) Bash Shell
Qualifications
1 60 (17.19%) Degree
2 38 (10.89%) PhD
3 33 (9.46%) Security Cleared
4 18 (5.16%) SC Cleared
5 13 (3.72%) DV Cleared
6 11 (3.15%) MBA
7 10 (2.87%) PMI Certification
7 10 (2.87%) PMP
8 4 (1.15%) BPSS Clearance
9 2 (0.57%) Oracle Certification
9 2 (0.57%) Postgraduate
10 1 (0.29%) MCITP
10 1 (0.29%) MCSE
10 1 (0.29%) Microsoft Certification
Quality Assurance & Compliance
1 20 (5.73%) QA
2 14 (4.01%) Data Quality
System Software
1 24 (6.88%) HDFS
2 18 (5.16%) Docker
3 16 (4.58%) VMware Infrastructure
4 9 (2.58%) Apache Flume
5 7 (2.01%) Hyper-V
6 4 (1.15%) VirtualBox
7 2 (0.57%) Apache ZooKeeper
Systems Management
1 19 (5.44%) Puppet
2 9 (2.58%) Hadoop YARN
3 6 (1.72%) Packer
4 5 (1.43%) HAProxy
5 4 (1.15%) Oozie
6 2 (0.57%) Ambari
6 2 (0.57%) Opscode Chef
7 1 (0.29%) Ansible
7 1 (0.29%) Nagios
7 1 (0.29%) QRadar
7 1 (0.29%) ZABBIX
Vendors
1 70 (20.06%) Cloudera
2 58 (16.62%) Oracle
3 57 (16.33%) Hortonworks
4 39 (11.17%) Tableau
5 29 (8.31%) IBM
6 25 (7.16%) Greenplum
7 22 (6.30%) MuleSoft
8 21 (6.02%) RapidMiner
9 20 (5.73%) Informatica
10 19 (5.44%) Google
11 18 (5.16%) Talend
12 16 (4.58%) VMware
13 15 (4.30%) Microsoft
13 15 (4.30%) TIBCO
14 14 (4.01%) AppDynamics
14 14 (4.01%) Cognos
15 13 (3.72%) Splunk
16 10 (2.87%) Teradata
17 9 (2.58%) Netezza
18 7 (2.01%) ArcSight
City, London
Opus Recruitment Solutions Ltd
Salary: £65000 - £90000 per annum
Posted: 23 hours ago
Brighton, East Sussex
X4 Group
Salary: £30k - 45k per year
Posted: 3 days ago
London
Prosper Consulting Ltd
Salary: stock options
Posted: 4 days ago
City of London
Lawrence Harvey
Salary: £40000.00 - £60000.00 per annum + bonus + Benefits
Posted: 4 days ago
London
Savvy Recruitment
Salary: £50,000 - £60,000 per year
Posted: 4 days ago
London
Colston Consulting
Salary: £45000 - £75000 per annum
Posted: 4 days ago
Manchester, Lancashire
McGregor Boyall
Salary: £40000.00 - £55000.00 per annum
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £35,000 - £70,000 + strong package
Posted: 5 days ago
London
JM
Salary: £50000 - £60000 per annum
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 6 days ago
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 6 days ago
Oxford, Oxfordshire
Client Server
Salary: £50k to £60k + benefits
Posted: 6 days ago
Gloucester, Gloucestershire
Raytheon
Posted: 6 days ago
London
Client Server
Salary: £85k to £100k + benefits
Posted: 8 days ago
Reading, Berkshire
CGI
Salary: £35000 - £55000 per annum
Posted: 12 days ago
City, London
CGI
Salary: benefits
Posted: 13 days ago
City, London
CGI
Salary: benefits
Posted: 13 days ago
City, London
CGI
Salary: benefits
Posted: 14 days ago
London
Computer Futures
Salary: £80000 - £85000 per annum + competitive
Posted: 14 days ago
London
Client Server
Salary: £85,000 to £100,000 + benefits
Posted: 15 days ago
Oxford
Client Server
Salary: £50,000 to £60,000 + benefits
Posted: 18 days ago
Glasgow, Lanarkshire
CGI
Salary: £43000 - £50000 per annum + Benefits
Posted: 20 days ago
Glasgow, Lanarkshire
CGI
Salary: £30000 - £40000 per annum + benefits
Posted: 20 days ago
Oxford
Client Server
Salary: £60k to £70k + benefits
Posted: 26 days ago