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

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Big Data Analytics
Rank 735 836 918
Rank change year-on-year
+101 +82
Permanent jobs citing Big Data Analytics 172 131 66
As % of all permanent IT jobs located in the UK 0.18% 0.12% 0.058%
As % of the Processes & Methodologies category 0.21% 0.14% 0.068%
Number of salaries quoted 124 96 55
Median salary £60,000 £62,500 £60,000
Median salary % change year-on-year
-4.00% +4.16%
90% offered a salary of more than £38,250 £40,000 £37,500
10% offered a salary of more than £80,000 £80,750 £94,000
UK excluding London median salary £55,000 £51,500 £57,500
% change year-on-year
+6.79% -10.43%

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
83876 95652 97563
As % of all permanent IT jobs located in the UK 88.27% 87.52% 85.33%
Number of salaries quoted 69767 79052 78125
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 £32,500 £30,500
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 September 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 September 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 +101 162 £60,000 -4.00% 25
London +55 98 £65,000 - 9
South East +68 27 £55,000 +6.79% 3
South West +5 16 £55,000 +10.00% 4
City of London +59 14 £57,500 -4.16% 2
East of England +21 13 £55,000 +29.41% 1
Cambridgeshire - 13 £55,000 -
Gloucestershire -5 12 £55,000 - 2
Berkshire +32 8 £60,000 -7.69%
Cambridge - 6 £55,000 -
Hampshire +17 5 £80,000 +68.42% 2
Gloucester - 5 £55,000 - 2
Yorkshire +31 4 £60,000 +75.18%
West Yorkshire - 4 £60,000 -
Reading - 4 £45,000 -
Portsmouth +12 3 £80,000 +68.42%
Newbury +7 3 £60,000 -7.69%
Milton Keynes - 3 £30,000 - 1
Bristol - 3 £55,000 - 1
Buckinghamshire - 3 £30,000 - 1
Oxfordshire - 3 £55,000 -
Surrey +38 2 £50,000 +11.11%
Scotland +17 2 £31,500 -13.93% 1
North West - 2 £44,000 - 6
West Sussex - 2 £62,000 -
Woking - 2 £50,000 -
Manchester - 2 £44,000 - 6
Oxford - 2 £55,000 -
Glasgow +13 1 £28,000 -23.49% 1
West Midlands -17 1 £75,000 - 2

Big Data Analytics
Top 30 Related IT Skills

For the 6 months to 29 September 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.

1 389 (100.00%) Big Data
2 384 (98.71%) Analytics
3 383 (98.46%) Data Analytics
4 163 (41.90%) Python
5 145 (37.28%) Hadoop
6 140 (35.99%) Java
7 124 (31.88%) SQL
8 111 (28.53%) Agile Software Development
9 101 (25.96%) NoSQL
10 95 (24.42%) Apache Spark
11 94 (24.16%) Finance
12 93 (23.91%) Software Engineering
13 88 (22.62%) Computer Science
14 86 (22.11%) Degree
15 78 (20.05%) Visualisation
16 76 (19.54%) Amazon AWS
17 74 (19.02%) Analytical Skills
18 71 (18.25%) MongoDB
19 68 (17.48%) R
19 68 (17.48%) Machine Learning
19 68 (17.48%) JavaScript
19 68 (17.48%) Business Intelligence
20 67 (17.22%) Scala
21 64 (16.45%) Mathematics
22 63 (16.20%) Open Source
23 61 (15.68%) AngularJS
23 61 (15.68%) Oracle
24 55 (14.14%) Scrum
24 55 (14.14%) Apache Hive
24 55 (14.14%) Statistics

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 95 (24.42%) Apache Spark
2 43 (11.05%) Apache Pig
3 41 (10.54%) SAS
4 27 (6.94%) Elasticsearch
5 7 (1.80%) Apache Solr
5 7 (1.80%) JBoss
6 5 (1.29%) Apache
6 5 (1.29%) ArcGIS
7 1 (0.26%) CMS
7 1 (0.26%) Facebook Platform
7 1 (0.26%) Tomcat
7 1 (0.26%) WebLogic
7 1 (0.26%) WebSphere
Applications
1 22 (5.66%) MS Excel
2 9 (2.31%) SPSS
3 7 (1.80%) MS PowerPoint
4 4 (1.03%) GNU Octave
4 4 (1.03%) MS Office
5 1 (0.26%) Stata
Business Applications
1 1 (0.26%) Cognos TM1
Cloud Services
1 76 (19.54%) Amazon AWS
2 32 (8.23%) GitHub
3 31 (7.97%) Microsoft Azure
4 19 (4.88%) IBM Cloud
5 11 (2.83%) Cloud Computing
5 11 (2.83%) Google Analytics
6 6 (1.54%) Amazon EC2
7 5 (1.29%) SaaS
8 4 (1.03%) AdWords
8 4 (1.03%) AWS CloudFormation
8 4 (1.03%) Google Cloud Platform
9 2 (0.51%) IaaS
9 2 (0.51%) iTunes
9 2 (0.51%) PaaS
10 1 (0.26%) Amazon Kinesis
10 1 (0.26%) Amazon S3
10 1 (0.26%) AWS Lambda
Communications & Networking
1 37 (9.51%) Internet
2 29 (7.46%) HTTP
3 21 (5.40%) Firewall
4 1 (0.26%) DNS
4 1 (0.26%) Network Security
4 1 (0.26%) Skype
4 1 (0.26%) SSH
4 1 (0.26%) TCP/IP
4 1 (0.26%) VPN
Database & Business Intelligence
1 389 (100.00%) Big Data
2 145 (37.28%) Hadoop
3 101 (25.96%) NoSQL
4 71 (18.25%) MongoDB
5 55 (14.14%) Apache Hive
6 52 (13.37%) MySQL
7 46 (11.83%) SQL Server
8 36 (9.25%) Relational Database
9 35 (9.00%) Apache Cassandra
10 33 (8.48%) Neo4j
11 31 (7.97%) PostgreSQL
12 28 (7.20%) QlikView
13 25 (6.43%) Data Mining
13 25 (6.43%) Data Warehouse
14 22 (5.66%) Amazon Redshift
15 21 (5.40%) RDBMS
16 20 (5.14%) Pentaho
17 19 (4.88%) Impala
17 19 (4.88%) Parquet
18 18 (4.63%) Voldemort
Development Applications
1 35 (9.00%) Git (software)
2 23 (5.91%) Jenkins
3 13 (3.34%) NUnit
3 13 (3.34%) Ranorex
3 13 (3.34%) Rhino Mocks
3 13 (3.34%) Team Foundation Server
4 12 (3.08%) Vagrant
5 9 (2.31%) JIRA
5 9 (2.31%) Talend Open Studio
6 5 (1.29%) Subversion
6 5 (1.29%) ZenHub
7 4 (1.03%) SQL Server Management Studio (SSMS)
8 1 (0.26%) JUnit
General
1 94 (24.16%) Finance
2 39 (10.03%) Retail
3 35 (9.00%) Banking
4 30 (7.71%) Advertising
4 30 (7.71%) Marketing
5 21 (5.40%) Manufacturing
6 10 (2.57%) Games
7 9 (2.31%) Financial Institution
8 8 (2.06%) Telecoms
9 6 (1.54%) Front Office
10 3 (0.77%) Investment Banking
10 3 (0.77%) Publishing
11 2 (0.51%) Military
12 1 (0.26%) Dutch Language
12 1 (0.26%) Electronics
12 1 (0.26%) French Language
12 1 (0.26%) Spanish Language
Job Titles
1 124 (31.88%) Developer
2 66 (16.97%) Data Scientist
3 46 (11.83%) Architect
4 42 (10.80%) Analyst
5 31 (7.97%) Data Architect
5 31 (7.97%) Java Developer
6 26 (6.68%) Consultant
7 25 (6.43%) Big Data Architect
8 24 (6.17%) Big Data Developer
8 24 (6.17%) Data Analyst
8 24 (6.17%) Senior Developer
9 22 (5.66%) Software Developer
10 21 (5.40%) Software Engineer
11 19 (4.88%) Senior Data Scientist
12 17 (4.37%) Data Engineer
12 17 (4.37%) Machine Learning Scientist
13 16 (4.11%) C# Developer
13 16 (4.11%) Data Consultant
13 16 (4.11%) Solutions Architect
14 15 (3.86%) Analyst Developer
Libraries, Frameworks & Software Standards
1 61 (15.68%) AngularJS
2 44 (11.31%) Middleware
3 42 (10.80%) Node.js
4 41 (10.54%) HTML
5 36 (9.25%) jQuery
6 31 (7.97%) Spring
6 31 (7.97%) XML
7 30 (7.71%) .NET
7 30 (7.71%) CSS
8 24 (6.17%) Hibernate
9 23 (5.91%) Apache Camel
10 22 (5.66%) Kafka
11 20 (5.14%) HTML5
12 19 (4.88%) REST
13 18 (4.63%) CSS3
13 18 (4.63%) JSON
14 17 (4.37%) Java EE
14 17 (4.37%) LAMP
14 17 (4.37%) Spark Streaming
15 16 (4.11%) Lucene
Miscellaneous
1 88 (22.62%) Computer Science
2 78 (20.05%) Visualisation
3 74 (19.02%) Analytical Skills
4 64 (16.45%) Mathematics
5 55 (14.14%) Statistics
6 41 (10.54%) Management Information System
7 39 (10.03%) Algorithms
8 29 (7.46%) Mobile App
9 27 (6.94%) Data Centre
10 21 (5.40%) Online Banking
10 21 (5.40%) Security Operations Centre
11 18 (4.63%) Physics
12 17 (4.37%) PKI
13 16 (4.11%) User Experience
14 15 (3.86%) Cybercrime
15 12 (3.08%) Internet of Things
16 11 (2.83%) Data Structures
17 8 (2.06%) Enterprise Software
17 8 (2.06%) Fintech
18 7 (1.80%) BBC
Operating Systems
1 49 (12.60%) Linux
2 34 (8.74%) Windows
3 23 (5.91%) Android
4 21 (5.40%) Mac OS X
5 14 (3.60%) Apple iOS
6 9 (2.31%) Unix
7 6 (1.54%) CentOS
7 6 (1.54%) Ubuntu
8 4 (1.03%) Windows Mobile
Processes & Methodologies
1 384 (98.71%) Analytics
2 383 (98.46%) Data Analytics
3 111 (28.53%) Agile Software Development
4 93 (23.91%) Software Engineering
5 68 (17.48%) Business Intelligence
5 68 (17.48%) Machine Learning
6 63 (16.20%) Open Source
7 55 (14.14%) Scrum
8 51 (13.11%) ETL
9 47 (12.08%) Data Visualisation
10 45 (11.57%) TDD
11 43 (11.05%) DevOps
12 40 (10.28%) MapReduce
13 37 (9.51%) TOGAF
14 36 (9.25%) Continuous Integration
15 34 (8.74%) Statistical Analysis
16 33 (8.48%) Data Management
17 31 (7.97%) Data Analysis
18 28 (7.20%) Project Management
19 27 (6.94%) Predictive Modelling
Programming Languages
1 163 (41.90%) Python
2 140 (35.99%) Java
3 124 (31.88%) SQL
4 68 (17.48%) JavaScript
4 68 (17.48%) R
5 67 (17.22%) Scala
6 49 (12.60%) C#
7 41 (10.54%) Ruby
8 24 (6.17%) C++
9 23 (5.91%) Perl
10 21 (5.40%) PowerShell
11 19 (4.88%) C
12 12 (3.08%) VBA
13 10 (2.57%) MATLAB
13 10 (2.57%) PL/SQL
14 7 (1.80%) Haskell
14 7 (1.80%) T-SQL
15 5 (1.29%) Clojure
15 5 (1.29%) Lua
15 5 (1.29%) PHP
Qualifications
1 86 (22.11%) Degree
2 37 (9.51%) Security Cleared
3 28 (7.20%) PhD
4 22 (5.66%) Cisco Certification
5 21 (5.40%) (ISC)2 CCSP
5 21 (5.40%) CCSP
5 21 (5.40%) CISSP
5 21 (5.40%) SANS
6 17 (4.37%) SC Cleared
7 9 (2.31%) DV Cleared
8 7 (1.80%) PMI Certification
8 7 (1.80%) PMP
9 1 (0.26%) CCNA
9 1 (0.26%) MCITP
9 1 (0.26%) MCSE
9 1 (0.26%) Microsoft Certification
Quality Assurance & Compliance
1 34 (8.74%) QA
2 10 (2.57%) Data Quality
3 2 (0.51%) SDET
System Software
1 28 (7.20%) HDFS
2 16 (4.11%) Docker
2 16 (4.11%) Virtual Machines
2 16 (4.11%) VMware Infrastructure
3 15 (3.86%) Hyper-V
4 4 (1.03%) Apache Flume
5 2 (0.51%) VirtualBox
Systems Management
1 25 (6.43%) Puppet
2 20 (5.14%) Hadoop YARN
3 13 (3.34%) HP Quality Center
4 4 (1.03%) HAProxy
4 4 (1.03%) Nagios
4 4 (1.03%) Opscode Chef
5 3 (0.77%) Ansible
5 3 (0.77%) Oozie
5 3 (0.77%) ZABBIX
6 2 (0.51%) Graphite
6 2 (0.51%) Salt
7 1 (0.26%) Ambari
7 1 (0.26%) EnCase
7 1 (0.26%) Ganglia
7 1 (0.26%) logstash
7 1 (0.26%) MOM
7 1 (0.26%) Zenoss
Vendors
1 61 (15.68%) Oracle
2 53 (13.62%) Cloudera
3 44 (11.31%) Hortonworks
4 38 (9.77%) IBM
4 38 (9.77%) Tableau
5 24 (6.17%) Microsoft
6 23 (5.91%) MuleSoft
7 17 (4.37%) Google
8 16 (4.11%) VMware
9 13 (3.34%) TIBCO
10 10 (2.57%) MicroStrategy
11 9 (2.31%) Cognos
11 9 (2.31%) Talend
12 6 (1.54%) Salesforce.com
12 6 (1.54%) SAP
13 5 (1.29%) Alteryx
13 5 (1.29%) ESRI
13 5 (1.29%) Jaspersoft
13 5 (1.29%) RapidMiner
14 4 (1.03%) Rackspace
Southampton, Hampshire
Executive Recruitment Services (ERS)
Posted: 10 hours ago
Southampton, Hampshire
Executive Recruitment Services (ERS)
Posted: 10 hours ago
Birmingham, West Midlands (County)
EXCELerate
Salary: Up to £50,000 per annum OTE £100k uncapped, Car, Health, Pension
Posted: 2 days ago
City, London
Software Personnel International Ltd
Salary: From £60,000 to £75,000 per annum
Posted: Yesterday
Central London
Global Markets Recruitment
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £50,000 - £70,000 + bonus and benefits
Posted: Yesterday
Warwick, Warwickshire
RecruitmentRevolution.com Limited
Salary: Up to £80,000 per annum OTE + Bonus
Posted: 2 days ago
London
Edissero Ltd
Salary: good benefits
Posted: 6 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 3 days ago
Manchester
KDR Recruitment
Salary: £55000 - £80000 per annum + Benefits
Posted: 6 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 3 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 3 days ago
Milton Keynes, Buckinghamshire
Evolution Recruitment Solutions
Salary: up to 30k + benefits
Posted: 6 days ago
London
UCL
Salary: From £42,304 to £49,904 per annum inclusive of London Allowance
Posted: 9 days ago
Hatfield, Hertfordshire
JM
Salary: £55000 - £65800 per annum + £4,200 car, benefits and bonus
Posted: 6 days ago
Swindon, England UK
Intel
Salary: Competive plus benefits
Posted: 7 days ago
London
Harrington Starr
Salary: £75000 - £90000 per annum + Benefits + Equity
Posted: 5 days ago
Gloucester, Gloucestershire
Raytheon Systems Ltd
Salary: Competitive salary plus bonus and benefits
Posted: 6 days ago
Glasgow, Lanarkshire
CGI
Salary: £35000 - £41000 per annum + benefits
Posted: 7 days ago
Bristol, Bristol, United Kingdom
XIST4 Recruitment
Salary: Competitive
Posted: 19 days ago
London
comparethemarket.com
Salary: Up to £95,000 per annum + Benefits + Bonus
Posted: 20 days ago
London
Computer Futures
Salary: £70000 - £75000 per annum + competitive
Posted: 24 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 15 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 15 days ago
London
Recruitment Revolution Limited
Salary: up to £45,000 + Excellent Benefits and Perks Package
Posted: 27 days ago