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 29 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Big Data Analytics
Rank 717 826 895
Rank change year-on-year
+109 +69
Permanent jobs citing Big Data Analytics 217 152 94
As % of all permanent IT jobs located in the UK 0.22% 0.14% 0.079%
As % of the Processes & Methodologies category 0.25% 0.16% 0.092%
Number of salaries quoted 179 114 76
Median salary £62,500 £55,000 £57,500
Median salary % change year-on-year
+13.63% -4.34%
90% offered a salary of more than £45,000 £30,000 £32,500
10% offered a salary of more than £92,500 £95,000 £81,000
UK excluding London median salary £55,000 £39,300 £55,000
% change year-on-year
+39.94% -28.54%

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
86175 96499 101637
As % of all permanent IT jobs located in the UK 87.87% 86.85% 85.48%
Number of salaries quoted 72066 78843 82351
Median salary £50,000 £50,000 £48,000
Median salary % change year-on-year
- +4.16%
90% offered a salary of more than £32,500 £32,000 £31,500
10% offered a salary of more than £77,500 £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 29 June 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 29 June 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 +109 205 £65,000 +18.18% 24
London +24 121 £70,000 +27.27% 15
South East +70 42 £55,000 -8.33% 4
South West +29 21 £54,000 +86.20% 1
Gloucestershire +11 18 £54,000 -10.00% 1
Oxfordshire - 14 £60,000 - 3
Gloucester +10 9 £52,500 -12.50% 1
City of London +59 8 £93,750 +36.36% 6
Brighton - 7 £37,500 -
East Sussex - 7 £37,500 -
Cambridgeshire - 7 £60,000 -
East of England - 7 £60,000 - 1
East Midlands - 6 £50,000 -
Yorkshire - 5 £55,000 -
West Yorkshire - 5 £55,000 -
Northamptonshire - 5 - -
Oxford - 5 £55,000 - 3
Northampton - 5 - -
Berkshire +19 4 £52,500 -12.50%
Buckinghamshire - 4 £37,500 - 1
Milton Keynes - 4 £37,500 -
Peterborough - 4 £60,000 -
Abingdon - 4 £65,000 -
Slough - 3 £52,500 -
Cambridge - 3 £52,250 -
Bristol - 2 £47,500 -
Leeds - 2 - -
North East - 2 £65,000 -
Tyne and Wear - 2 £65,000 -
North West +27 1 £47,500 -56.81% 2

Big Data Analytics
Top 30 Related IT Skills

For the 6 months to 29 June 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.

1 387 (100.00%) Big Data
2 385 (99.48%) Analytics
3 383 (98.97%) Data Analytics
4 187 (48.32%) Hadoop
5 170 (43.93%) Java
5 170 (43.93%) Python
6 147 (37.98%) SQL
7 113 (29.20%) Apache Spark
8 105 (27.13%) Agile Software Development
8 105 (27.13%) NoSQL
9 95 (24.55%) R
10 90 (23.26%) Visualisation
11 83 (21.45%) MongoDB
11 83 (21.45%) Cloudera
12 79 (20.41%) JavaScript
13 78 (20.16%) Amazon AWS
14 75 (19.38%) Analytical Skills
15 74 (19.12%) Apache Hive
15 74 (19.12%) Business Intelligence
16 71 (18.35%) Finance
16 71 (18.35%) Open Source
16 71 (18.35%) Machine Learning
17 69 (17.83%) Software Engineering
18 67 (17.31%) Scala
18 67 (17.31%) Mathematics
19 66 (17.05%) Hortonworks
20 60 (15.50%) SAS
21 59 (15.25%) ETL
22 58 (14.99%) Computer Science
23 57 (14.73%) Data Visualisation

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
1 113 (29.20%) Apache Spark
2 60 (15.50%) SAS
3 49 (12.66%) Apache Pig
4 38 (9.82%) Elasticsearch
5 8 (2.07%) Mule
6 4 (1.03%) Apache
7 3 (0.78%) ArcGIS
7 3 (0.78%) JBoss
8 2 (0.52%) Apache Solr
8 2 (0.52%) CMS
8 2 (0.52%) Tomcat
8 2 (0.52%) WebLogic
8 2 (0.52%) WebSphere
9 1 (0.26%) OpenStack
Applications
1 13 (3.36%) MS Excel
2 12 (3.10%) MS PowerPoint
3 6 (1.55%) SPSS
4 5 (1.29%) GNU Octave
5 1 (0.26%) MS Office
Cloud Services
1 78 (20.16%) Amazon AWS
2 38 (9.82%) Microsoft Azure
3 21 (5.43%) GitHub
4 12 (3.10%) Google Analytics
5 10 (2.58%) SaaS
6 6 (1.55%) Amazon EC2
7 5 (1.29%) AWS CloudFormation
7 5 (1.29%) Google Cloud Platform
8 3 (0.78%) AdWords
8 3 (0.78%) Cloud Computing
9 2 (0.52%) IaaS
9 2 (0.52%) PaaS
10 1 (0.26%) Amazon S3
Communications & Networking
1 26 (6.72%) Internet
2 16 (4.13%) Firewall
3 14 (3.62%) HTTP
4 8 (2.07%) WebEx
5 2 (0.52%) HTTPS
6 1 (0.26%) AMQP
6 1 (0.26%) DNS
6 1 (0.26%) LAN
6 1 (0.26%) Skype
6 1 (0.26%) SNMP
6 1 (0.26%) SSH
6 1 (0.26%) TCP/IP
6 1 (0.26%) VPN
6 1 (0.26%) WAN
6 1 (0.26%) WLAN
Database & Business Intelligence
1 387 (100.00%) Big Data
2 187 (48.32%) Hadoop
3 105 (27.13%) NoSQL
4 83 (21.45%) MongoDB
5 74 (19.12%) Apache Hive
6 54 (13.95%) Neo4j
7 45 (11.63%) MySQL
8 42 (10.85%) Apache Cassandra
9 40 (10.34%) PostgreSQL
10 35 (9.04%) QlikView
10 35 (9.04%) SQL Server
11 32 (8.27%) Pentaho
12 29 (7.49%) Data Mining
12 29 (7.49%) Impala
13 26 (6.72%) Data Warehouse
13 26 (6.72%) Relational Database
14 25 (6.46%) Amazon Redshift
15 21 (5.43%) Parquet
16 19 (4.91%) HBase
17 18 (4.65%) Spotfire
Development Applications
1 38 (9.82%) Git (software)
2 36 (9.30%) Jenkins
3 16 (4.13%) Vagrant
4 13 (3.36%) JIRA
5 11 (2.84%) Talend Open Studio
6 10 (2.58%) SQL Server Management Studio (SSMS)
7 8 (2.07%) Hudson
8 6 (1.55%) TeamCity
9 4 (1.03%) ERwin
10 2 (0.52%) Eclipse
10 2 (0.52%) JUnit
11 1 (0.26%) Appium
11 1 (0.26%) IntelliJ
11 1 (0.26%) Mocha
11 1 (0.26%) NetBeans
11 1 (0.26%) PhantomJS
11 1 (0.26%) Selenium
11 1 (0.26%) TestNG
11 1 (0.26%) YouTrack
General
1 71 (18.35%) Finance
2 38 (9.82%) Retail
3 32 (8.27%) Banking
4 26 (6.72%) Marketing
5 22 (5.68%) Advertising
6 21 (5.43%) Manufacturing
7 17 (4.39%) Telecoms
8 15 (3.88%) Games
9 8 (2.07%) Front Office
9 8 (2.07%) Law
10 6 (1.55%) Financial Institution
11 3 (0.78%) Publishing
12 2 (0.52%) Investment Banking
Job Titles
1 115 (29.72%) Developer
2 81 (20.93%) Data Scientist
3 51 (13.18%) Architect
4 48 (12.40%) Analyst
5 39 (10.08%) Big Data Developer
6 38 (9.82%) Data Analyst
7 33 (8.53%) Data Architect
8 30 (7.75%) Big Data Architect
9 29 (7.49%) Java Developer
10 25 (6.46%) Big Data Engineer
10 25 (6.46%) Consultant
10 25 (6.46%) Data Engineer
11 24 (6.20%) Senior Developer
12 21 (5.43%) Big Data Consultant
12 21 (5.43%) Data Consultant
13 20 (5.17%) Machine Learning Scientist
14 18 (4.65%) Software Developer
15 17 (4.39%) Big Data Manager
15 17 (4.39%) Data Analytics Architect
15 17 (4.39%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 55 (14.21%) AngularJS
2 49 (12.66%) Node.js
3 43 (11.11%) XML
4 42 (10.85%) HTML
5 32 (8.27%) Middleware
5 32 (8.27%) Spring
6 30 (7.75%) jQuery
7 24 (6.20%) HTML5
7 24 (6.20%) Kafka
8 23 (5.94%) CSS
8 23 (5.94%) JSON
9 17 (4.39%) Web Services
10 15 (3.88%) .NET
10 15 (3.88%) Hibernate
10 15 (3.88%) Spark Streaming
11 14 (3.62%) Lucene
12 13 (3.36%) REST
13 12 (3.10%) D3.js
14 11 (2.84%) ASP.NET
15 10 (2.58%) CSS3
Miscellaneous
1 90 (23.26%) Visualisation
2 75 (19.38%) Analytical Skills
3 67 (17.31%) Mathematics
4 58 (14.99%) Computer Science
5 38 (9.82%) Statistics
6 28 (7.24%) Management Information System
7 22 (5.68%) Mobile App
8 20 (5.17%) Algorithms
9 19 (4.91%) Physics
10 17 (4.39%) Data Centre
10 17 (4.39%) Security Operations Centre
11 16 (4.13%) Online Banking
12 15 (3.88%) Cybercrime
12 15 (3.88%) User Experience
13 9 (2.33%) Cyberthreat
13 9 (2.33%) Internet of Things
14 8 (2.07%) PKI
14 8 (2.07%) Virtual Team
15 6 (1.55%) Cyber Attack
16 5 (1.29%) Enterprise Software
Operating Systems
1 49 (12.66%) Linux
2 32 (8.27%) Windows
3 28 (7.24%) Android
4 18 (4.65%) Unix
5 16 (4.13%) Mac OS X
6 13 (3.36%) Apple iOS
7 4 (1.03%) Windows Mobile
8 2 (0.52%) CentOS
8 2 (0.52%) Ubuntu
Processes & Methodologies
1 385 (99.48%) Analytics
2 383 (98.97%) Data Analytics
3 105 (27.13%) Agile Software Development
4 74 (19.12%) Business Intelligence
5 71 (18.35%) Machine Learning
5 71 (18.35%) Open Source
6 69 (17.83%) Software Engineering
7 59 (15.25%) ETL
8 57 (14.73%) Data Visualisation
9 45 (11.63%) MapReduce
10 44 (11.37%) Data Management
11 43 (11.11%) DevOps
12 37 (9.56%) Mentoring
12 37 (9.56%) TDD
12 37 (9.56%) TOGAF
13 36 (9.30%) Statistical Analysis
14 33 (8.53%) Project Management
15 31 (8.01%) Data Analysis
16 30 (7.75%) E-Commerce
16 30 (7.75%) Predictive Modelling
Programming Languages
1 170 (43.93%) Java
1 170 (43.93%) Python
2 147 (37.98%) SQL
3 95 (24.55%) R
4 79 (20.41%) JavaScript
5 67 (17.31%) Scala
6 43 (11.11%) C#
7 30 (7.75%) C
8 27 (6.98%) Ruby
9 24 (6.20%) C++
10 18 (4.65%) MATLAB
11 16 (4.13%) PowerShell
12 15 (3.88%) VBA
13 12 (3.10%) T-SQL
14 11 (2.84%) Clojure
15 9 (2.33%) Groovy
16 8 (2.07%) Perl
17 6 (1.55%) PL/SQL
18 3 (0.78%) PHP
18 3 (0.78%) Shell Script
Qualifications
1 50 (12.92%) Degree
2 39 (10.08%) Security Cleared
3 38 (9.82%) PhD
4 22 (5.68%) SC Cleared
5 16 (4.13%) (ISC)2 CCSP
5 16 (4.13%) CCSP
5 16 (4.13%) Cisco Certification
5 16 (4.13%) CISSP
5 16 (4.13%) SANS
6 15 (3.88%) DV Cleared
7 10 (2.58%) PMI Certification
7 10 (2.58%) PMP
8 3 (0.78%) MBA
9 2 (0.52%) BPSS Clearance
9 2 (0.52%) Postgraduate
10 1 (0.26%) MCITP
10 1 (0.26%) MCSE
10 1 (0.26%) Microsoft Certification
Quality Assurance & Compliance
1 26 (6.72%) QA
2 13 (3.36%) Data Quality
System Software
1 30 (7.75%) HDFS
2 23 (5.94%) Docker
3 16 (4.13%) VMware Infrastructure
4 11 (2.84%) Apache Flume
5 9 (2.33%) Hyper-V
5 9 (2.33%) Virtual Machines
6 4 (1.03%) VirtualBox
7 2 (0.52%) Apache ZooKeeper
Systems Management
1 23 (5.94%) Puppet
2 15 (3.88%) Hadoop YARN
3 6 (1.55%) Packer
4 5 (1.29%) HAProxy
4 5 (1.29%) Oozie
5 2 (0.52%) Ambari
5 2 (0.52%) Opscode Chef
6 1 (0.26%) Ansible
6 1 (0.26%) EnCase
6 1 (0.26%) MOM
6 1 (0.26%) Nagios
6 1 (0.26%) ZABBIX
Vendors
1 83 (21.45%) Cloudera
2 66 (17.05%) Hortonworks
3 52 (13.44%) Oracle
4 47 (12.14%) Tableau
5 40 (10.34%) IBM
6 26 (6.72%) MuleSoft
7 21 (5.43%) RapidMiner
8 20 (5.17%) Google
8 20 (5.17%) Greenplum
9 17 (4.39%) Informatica
9 17 (4.39%) TIBCO
10 16 (4.13%) VMware
11 11 (2.84%) Talend
12 10 (2.58%) Cognos
13 9 (2.33%) Microsoft
14 8 (2.07%) AppDynamics
14 8 (2.07%) Jaspersoft
14 8 (2.07%) Teradata
15 7 (1.81%) MicroStrategy
16 6 (1.55%) HP
London
Client Server
Salary: £85000 - £100000 per annum + benefits
Posted: 3 hours ago
Birmingham, West Midlands (County)
PwC
Salary: Competitive + Benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £45,000 - £60,000 and strong package
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 2 days ago
Salford, Lancashire
Raytheon
Posted: Yesterday
Manchester, Lancashire
Energon People
Salary: £60000.00 - £80000.00 per annum + benefits + bonus
Posted: 2 days ago
City of London
Energon Global
Salary: £60000.00 - £80000.00 per annum + benefits + bonus
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £35,000 - £53,000 + bonus and benefits
Posted: 2 days ago
London
Colston Consulting
Salary: £60000 - £100000 per annum, Benefits 17% salary uplift - 6% pension -
Posted: 4 days ago
London
Computer Futures
Salary: £80000 - £85000 per annum + Double OTE
Posted: 7 days ago
London
Client Server
Salary: £85k to £100k + benefits
Posted: 7 days ago
Gloucester, Gloucestershire
Raytheon
Posted: 5 days ago
City of London
Lawrence Harvey
Salary: £40000.00 - £70000 per annum + bonus + Benefits
Posted: 8 days ago
Oxford
Client Server
Salary: £50,000 to £60,000 + benefits
Posted: 8 days ago
Buckingham
Computer Futures
Salary: £65000 - £700000 per annum + Double OTE
Posted: 26 days ago
London
Client Server
Salary: £85k to £100k + benefits
Posted: 14 days ago
South West London
Denodo Technologies Limited
Salary: From £30,000 to £45,000 per annum
Posted: 13 days ago
London
Computer Futures
Salary: £75000 - £85000 per annum + Double OTE
Posted: 21 days ago
Oxford
Client Server
Salary: £50,000 to £60,000 + benefits
Posted: 14 days ago
Oxford
Client Server
Salary: £50k to £60k + benefits
Posted: 23 days ago
City, London
CGI
Salary: benefits
Posted: 22 days ago