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 28 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Big Data Analytics
Rank 693 827 905
Rank change year-on-year
+134 +78
Permanent jobs citing Big Data Analytics 223 141 88
As % of all permanent IT jobs located in the UK 0.23% 0.13% 0.075%
As % of the Processes & Methodologies category 0.26% 0.15% 0.088%
Number of salaries quoted 173 104 71
Median salary £60,000 £52,000 £60,000
Median salary % change year-on-year
+15.38% -13.33%
90% offered a salary of more than £45,000 £30,000 £40,000
10% offered a salary of more than £92,500 £90,000 £100,000
UK excluding London median salary £55,000 £41,250 £56,250
% change year-on-year
+33.33% -26.66%

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
86142 95892 100545
As % of all permanent IT jobs located in the UK 87.84% 87.29% 85.37%
Number of salaries quoted 71917 78502 81138
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 £31,000
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 28 July 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 28 July 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 +127 212 £60,000 +9.09% 35
London +68 131 £70,000 +27.27% 13
South East +67 47 £55,000 +6.79% 4
City of London +71 14 £55,000 -24.13% 4
South West +19 14 £54,000 +86.20% 7
Gloucestershire +2 13 £54,000 - 5
Oxfordshire - 11 £57,500 - 2
Berkshire +12 7 £56,250 -6.25% 1
East Midlands - 7 £50,000 - 1
East of England +38 6 £55,000 +29.41% 3
Oxford - 6 £55,000 - 1
Brighton - 6 £37,500 -
Gloucester - 6 £52,500 - 5
East Sussex - 6 £37,500 -
Cambridgeshire - 6 £55,000 - 1
Milton Keynes - 5 £30,000 -
Northampton - 5 - -
Northamptonshire - 5 - -
Buckinghamshire - 5 £30,000 -
Yorkshire +27 4 £56,250 +64.23% 3
Hampshire +4 4 £74,250 +50.00%
West Yorkshire - 4 £56,250 - 2
Reading +13 3 £63,750 +6.25% 1
Slough - 3 £52,500 -
Cambridge - 3 £58,750 - 1
Nottingham - 2 £50,000 - 1
Abingdon - 2 £65,000 -
Nottinghamshire - 2 £50,000 - 1
Tyne and Wear - 2 £65,000 -
North East - 2 £65,000 -

Big Data Analytics
Top 30 Related IT Skills

For the 6 months to 28 July 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.

1 416 (100.00%) Big Data
2 411 (98.80%) Analytics
3 409 (98.32%) Data Analytics
4 187 (44.95%) Hadoop
4 187 (44.95%) Python
5 173 (41.59%) Java
6 150 (36.06%) SQL
7 119 (28.61%) Apache Spark
8 111 (26.68%) Agile Software Development
8 111 (26.68%) NoSQL
9 97 (23.32%) R
10 93 (22.36%) Visualisation
11 86 (20.67%) Cloudera
12 85 (20.43%) Finance
13 82 (19.71%) Amazon AWS
14 81 (19.47%) MongoDB
15 80 (19.23%) Software Engineering
15 80 (19.23%) Analytical Skills
16 78 (18.75%) JavaScript
17 77 (18.51%) Apache Hive
17 77 (18.51%) Machine Learning
18 74 (17.79%) Business Intelligence
19 73 (17.55%) Open Source
20 71 (17.07%) Mathematics
21 70 (16.83%) Scala
22 68 (16.35%) Hortonworks
23 66 (15.87%) Computer Science
24 60 (14.42%) ETL
24 60 (14.42%) SAS
25 59 (14.18%) 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
1 119 (28.61%) Apache Spark
2 60 (14.42%) SAS
3 51 (12.26%) Apache Pig
4 41 (9.86%) Elasticsearch
5 5 (1.20%) Apache
5 5 (1.20%) Apache Solr
5 5 (1.20%) ArcGIS
6 4 (0.96%) JBoss
6 4 (0.96%) Mule
7 2 (0.48%) CMS
7 2 (0.48%) Tomcat
7 2 (0.48%) WebLogic
7 2 (0.48%) WebSphere
Applications
1 10 (2.40%) MS Excel
1 10 (2.40%) MS PowerPoint
2 9 (2.16%) SPSS
3 5 (1.20%) GNU Octave
4 3 (0.72%) MS Office
5 1 (0.24%) Stata
Business Applications
1 1 (0.24%) Cognos TM1
Cloud Services
1 82 (19.71%) Amazon AWS
2 39 (9.38%) Microsoft Azure
3 23 (5.53%) GitHub
4 13 (3.13%) Google Analytics
5 9 (2.16%) SaaS
6 6 (1.44%) Amazon EC2
7 5 (1.20%) AWS CloudFormation
7 5 (1.20%) Google Cloud Platform
8 4 (0.96%) IaaS
8 4 (0.96%) PaaS
9 3 (0.72%) AdWords
10 2 (0.48%) Cloud Computing
11 1 (0.24%) Amazon S3
11 1 (0.24%) iTunes
Communications & Networking
1 33 (7.93%) Internet
2 21 (5.05%) Firewall
3 17 (4.09%) HTTP
4 4 (0.96%) WebEx
5 1 (0.24%) AMQP
5 1 (0.24%) DNS
5 1 (0.24%) HTTPS
5 1 (0.24%) LAN
5 1 (0.24%) Skype
5 1 (0.24%) SNMP
5 1 (0.24%) SSH
5 1 (0.24%) TCP/IP
5 1 (0.24%) VPN
5 1 (0.24%) WAN
5 1 (0.24%) WLAN
Database & Business Intelligence
1 416 (100.00%) Big Data
2 187 (44.95%) Hadoop
3 111 (26.68%) NoSQL
4 81 (19.47%) MongoDB
5 77 (18.51%) Apache Hive
6 55 (13.22%) Neo4j
7 48 (11.54%) MySQL
8 44 (10.58%) Apache Cassandra
9 40 (9.62%) PostgreSQL
10 38 (9.13%) SQL Server
11 35 (8.41%) Pentaho
11 35 (8.41%) QlikView
12 33 (7.93%) Data Mining
13 31 (7.45%) Relational Database
14 30 (7.21%) Impala
15 26 (6.25%) Data Warehouse
16 25 (6.01%) Amazon Redshift
17 21 (5.05%) Parquet
18 19 (4.57%) Spotfire
19 16 (3.85%) SQL Server Integration Services
Development Applications
1 40 (9.62%) Git (software)
2 32 (7.69%) Jenkins
3 15 (3.61%) Vagrant
4 10 (2.40%) SQL Server Management Studio (SSMS)
5 8 (1.92%) Talend Open Studio
6 7 (1.68%) JIRA
7 4 (0.96%) ERwin
7 4 (0.96%) Hudson
7 4 (0.96%) NUnit
7 4 (0.96%) Ranorex
7 4 (0.96%) Rhino Mocks
7 4 (0.96%) Team Foundation Server
7 4 (0.96%) TeamCity
8 2 (0.48%) Eclipse
8 2 (0.48%) JUnit
9 1 (0.24%) IntelliJ
9 1 (0.24%) Mocha
9 1 (0.24%) NetBeans
9 1 (0.24%) Selenium
9 1 (0.24%) YouTrack
General
1 85 (20.43%) Finance
2 40 (9.62%) Retail
3 35 (8.41%) Banking
4 30 (7.21%) Marketing
5 27 (6.49%) Advertising
6 24 (5.77%) Manufacturing
7 14 (3.37%) Telecoms
8 13 (3.13%) Games
9 8 (1.92%) Front Office
10 7 (1.68%) Financial Institution
11 6 (1.44%) Law
12 3 (0.72%) Publishing
13 2 (0.48%) Investment Banking
14 1 (0.24%) French Language
Job Titles
1 124 (29.81%) Developer
2 81 (19.47%) Data Scientist
3 56 (13.46%) Architect
4 45 (10.82%) Analyst
5 39 (9.38%) Data Architect
6 38 (9.13%) Big Data Developer
7 33 (7.93%) Big Data Architect
8 32 (7.69%) Data Analyst
9 30 (7.21%) Java Developer
10 26 (6.25%) Data Engineer
11 25 (6.01%) Big Data Engineer
11 25 (6.01%) Consultant
12 24 (5.77%) Senior Developer
13 23 (5.53%) Machine Learning Scientist
14 22 (5.29%) Software Developer
15 20 (4.81%) Data Analytics Architect
16 19 (4.57%) Senior Data Scientist
17 18 (4.33%) Big Data Consultant
17 18 (4.33%) Data Consultant
18 16 (3.85%) Analyst Developer
Libraries, Frameworks & Software Standards
1 57 (13.70%) AngularJS
2 48 (11.54%) Node.js
3 44 (10.58%) HTML
4 40 (9.62%) XML
5 37 (8.89%) Middleware
6 36 (8.65%) jQuery
7 34 (8.17%) Spring
8 28 (6.73%) CSS
8 28 (6.73%) Kafka
9 23 (5.53%) HTML5
9 23 (5.53%) JSON
10 19 (4.57%) .NET
10 19 (4.57%) Hibernate
11 17 (4.09%) Web Services
12 16 (3.85%) D3.js
12 16 (3.85%) Lucene
13 15 (3.61%) Spark Streaming
14 14 (3.37%) Apache Camel
15 13 (3.13%) CSS3
16 12 (2.88%) ASP.NET
Miscellaneous
1 93 (22.36%) Visualisation
2 80 (19.23%) Analytical Skills
3 71 (17.07%) Mathematics
4 66 (15.87%) Computer Science
5 45 (10.82%) Statistics
6 37 (8.89%) Management Information System
7 28 (6.73%) Mobile App
8 27 (6.49%) Data Centre
9 23 (5.53%) Algorithms
10 21 (5.05%) Online Banking
10 21 (5.05%) Security Operations Centre
11 20 (4.81%) Physics
12 18 (4.33%) User Experience
13 17 (4.09%) Cybercrime
14 12 (2.88%) PKI
15 10 (2.40%) Internet of Things
16 8 (1.92%) Cyberthreat
16 8 (1.92%) Virtual Team
17 6 (1.44%) Cyber Attack
17 6 (1.44%) Enterprise Software
Operating Systems
1 48 (11.54%) Linux
2 37 (8.89%) Windows
3 29 (6.97%) Android
4 21 (5.05%) Mac OS X
5 14 (3.37%) Apple iOS
6 13 (3.13%) Unix
7 4 (0.96%) Windows Mobile
8 3 (0.72%) CentOS
8 3 (0.72%) Ubuntu
Processes & Methodologies
1 411 (98.80%) Analytics
2 409 (98.32%) Data Analytics
3 111 (26.68%) Agile Software Development
4 80 (19.23%) Software Engineering
5 77 (18.51%) Machine Learning
6 74 (17.79%) Business Intelligence
7 73 (17.55%) Open Source
8 60 (14.42%) ETL
9 59 (14.18%) Data Visualisation
10 46 (11.06%) MapReduce
11 45 (10.82%) DevOps
12 42 (10.10%) TOGAF
13 41 (9.86%) Mentoring
14 39 (9.38%) Data Management
14 39 (9.38%) TDD
15 38 (9.13%) Statistical Analysis
16 37 (8.89%) Data Analysis
17 33 (7.93%) Predictive Modelling
17 33 (7.93%) Scrum
18 31 (7.45%) E-Commerce
Programming Languages
1 187 (44.95%) Python
2 173 (41.59%) Java
3 150 (36.06%) SQL
4 97 (23.32%) R
5 78 (18.75%) JavaScript
6 70 (16.83%) Scala
7 44 (10.58%) C#
8 34 (8.17%) Ruby
9 27 (6.49%) C
10 25 (6.01%) C++
11 21 (5.05%) PowerShell
12 18 (4.33%) MATLAB
13 15 (3.61%) VBA
14 12 (2.88%) Clojure
14 12 (2.88%) Perl
15 11 (2.64%) T-SQL
16 7 (1.68%) PL/SQL
17 5 (1.20%) Groovy
18 3 (0.72%) PHP
18 3 (0.72%) Shell Script
Qualifications
1 57 (13.70%) Degree
2 40 (9.62%) Security Cleared
3 35 (8.41%) PhD
4 23 (5.53%) SC Cleared
5 21 (5.05%) (ISC)2 CCSP
5 21 (5.05%) CCSP
5 21 (5.05%) Cisco Certification
5 21 (5.05%) CISSP
5 21 (5.05%) SANS
6 14 (3.37%) DV Cleared
7 8 (1.92%) PMI Certification
7 8 (1.92%) PMP
8 2 (0.48%) Postgraduate
9 1 (0.24%) MCITP
9 1 (0.24%) MCSE
9 1 (0.24%) Microsoft Certification
Quality Assurance & Compliance
1 30 (7.21%) QA
2 13 (3.13%) Data Quality
3 1 (0.24%) SDET
System Software
1 33 (7.93%) HDFS
2 22 (5.29%) Docker
3 16 (3.85%) VMware Infrastructure
4 11 (2.64%) Apache Flume
4 11 (2.64%) Hyper-V
5 10 (2.40%) Virtual Machines
6 4 (0.96%) VirtualBox
7 2 (0.48%) Apache ZooKeeper
Systems Management
1 26 (6.25%) Puppet
2 18 (4.33%) Hadoop YARN
3 5 (1.20%) HAProxy
4 4 (0.96%) HP Quality Center
4 4 (0.96%) Oozie
4 4 (0.96%) Packer
5 3 (0.72%) Nagios
5 3 (0.72%) Opscode Chef
6 2 (0.48%) Ambari
6 2 (0.48%) Ansible
6 2 (0.48%) ZABBIX
7 1 (0.24%) EnCase
7 1 (0.24%) Ganglia
7 1 (0.24%) Graphite
7 1 (0.24%) MOM
7 1 (0.24%) Salt
7 1 (0.24%) Zenoss
Vendors
1 86 (20.67%) Cloudera
2 68 (16.35%) Hortonworks
3 53 (12.74%) Oracle
4 49 (11.78%) Tableau
5 44 (10.58%) IBM
6 28 (6.73%) MuleSoft
7 21 (5.05%) Google
7 21 (5.05%) RapidMiner
8 16 (3.85%) VMware
9 15 (3.61%) Greenplum
9 15 (3.61%) Informatica
9 15 (3.61%) TIBCO
10 12 (2.88%) Microsoft
11 10 (2.40%) Cognos
11 10 (2.40%) MicroStrategy
12 9 (2.16%) Jaspersoft
13 8 (1.92%) Talend
14 6 (1.44%) ArcSight
14 6 (1.44%) HP
14 6 (1.44%) MapR
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 10 hours ago
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 10 hours ago
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 9 hours ago
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 9 hours ago
Guildford
Computer Futures
Salary: £90000 - £100000 per annum + Double OTE
Posted: Yesterday
London
Computer Futures
Salary: competitive
Posted: Yesterday
Bristol, Avon
Ability Resourcing
Salary: £45000 - £60000 per annum + Options (Early Stage)
Posted: 14 hours ago
Salford, Lancashire
Raytheon
Posted: 10 hours ago
Exeter
Nigel Frank International Ltd
Salary: £40000 - £50000 per annum + bonus, flexible working, health care
Posted: Yesterday
Central London / West End
Client Server
Salary: £85k to £100k + benefits
Posted: 2 days ago
Glasgow
CGI IT UK
Salary: £42000 - £50000 per annum + Benefits
Posted: Yesterday
City, London
Harvey Nash plc
Salary: £90000 - £100000 per annum + £6,200 car allowance +package
Posted: 3 days ago
Reading, Berkshire
EXCELerate
Salary: £85,000 per annum 25% Bonus - Dental, life insurance, Car Allowance
Posted: 2 days ago
South West London
Understanding Recruitment
Salary: £35000 - £45000 per annum + Benefits
Posted: 4 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 2 days ago
Gloucester, Gloucestershire
Raytheon Systems Ltd
Salary: Competitive salary plus bonus and benefits
Posted: 2 days ago
South East London
Harris Global
Salary: From £50,000 to £60,000 per annum Benefits + Bonus
Posted: 2 days ago
Gloucester, Gloucestershire
Raytheon Systems Ltd
Salary: Competitive salary plus bonus and benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Vantage Recruitment Solutions Ltd
Salary: Up to £55,000 per annum
Posted: 3 days ago
Birmingham
Assurance
Salary: Competitive + Benefits
Posted: 6 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 6 days ago
West Yorkshire
Fruition IT Resources Limited
Salary: £55000.00 - £65000.00 per annum + Benefits
Posted: 6 days ago
South East London
Vadis People
Salary: Market Rates + Benefits
Posted: 6 days ago
Hatfield, Hertfordshire
JM
Posted: 6 days ago
Oxfordshire
Client Server
Salary: £50,000 to £60,000 + benefits
Posted: 13 days ago
Nottingham
EMBS
Salary: £45k - 55k per year + fantastic benefits
Posted: 21 days ago
London
Client Server
Salary: £85k to £100k + benefits
Posted: 20 days ago
Manchester
Energon Global
Salary: £40000.00 - £80000.00 per annum + benefits + bonus
Posted: 25 days ago
Oxford
Client Server
Salary: £50k to £60k + benefits
Posted: 24 days ago
London
Apple
Salary: Competitive
Posted: 24 days ago