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

3 months to
4 May 2016
Same period 2015 Same period 2014
Big Data Analytics
Rank 760 811 900
Rank change year-on-year
+51 +89
Permanent jobs citing Big Data Analytics 194 154 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% 0.089%
Number of salaries quoted 162 117 82
Median salary £60,000 £50,000 £60,000
Median salary % change year-on-year
+20.00% -16.66%
90% offered a salary of more than £45,000 £39,000 £32,500
10% offered a salary of more than £89,750 £82,000 £82,500
UK excluding London median salary £54,000 £55,000 £65,000
% change year-on-year
-1.81% -15.38%

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
89989 94751 101767
As % of all permanent IT jobs located in the UK 87.69% 85.95% 85.27%
Number of salaries quoted 74863 76541 82078
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 £32,000 £30,500
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 4 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 4 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 +44 173 £65,000 +30.00% 28
London -10 104 £70,000 +40.00% 17
South East +36 26 £60,000 - 4
South West +5 21 £54,000 +83.05% 6
Gloucestershire +5 18 £54,000 -10.00% 2
East of England - 13 £60,000 - 1
Cambridgeshire - 13 £60,000 -
Oxfordshire +8 11 £60,000 +2.12% 2
Gloucester +17 10 £57,000 -5.00% 2
Peterborough - 10 £60,000 -
Hampshire - 10 £56,000 -
City of London +41 8 £83,750 +76.31% 6
West Yorkshire - 8 £42,500 -
Yorkshire - 8 £42,500 -
Leeds - 7 £40,000 -
Abingdon - 3 £65,000 -
Cambridge - 3 £37,500 -
Surrey -12 2 £57,500 -8.00%
Bristol - 2 £43,750 - 3
Cheltenham - 2 £55,000 -
Southampton - 2 £62,500 -
Reigate - 2 £57,500 -
North West +23 1 £65,000 -40.90%
Somerset - 1 £57,500 - 1
East Sussex - 1 £37,500 - 1
Bath - 1 £57,500 -
Manchester - 1 £65,000 -
Buckinghamshire - 1 £75,000 -
Kent - 1 - -
High Wycombe - 1 £75,000 -

Big Data Analytics
Top 30 Related IT Skills

For the 6 months to 4 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.

1 336 (100.00%) Big Data
2 335 (99.70%) Analytics
3 331 (98.51%) Data Analytics
4 173 (51.49%) Hadoop
5 152 (45.24%) Java
6 130 (38.69%) Python
7 122 (36.31%) SQL
8 96 (28.57%) Agile Software Development
9 91 (27.08%) Apache Spark
10 90 (26.79%) MongoDB
11 89 (26.49%) Visualisation
12 88 (26.19%) NoSQL
13 77 (22.92%) R
14 72 (21.43%) Business Intelligence
15 70 (20.83%) Analytical Skills
16 67 (19.94%) Cloudera
17 65 (19.35%) ETL
18 63 (18.75%) JavaScript
19 61 (18.15%) Degree
20 60 (17.86%) Oracle
21 59 (17.56%) Mathematics
22 57 (16.96%) Hortonworks
22 57 (16.96%) Open Source
23 56 (16.67%) Apache Hive
23 56 (16.67%) Computer Science
23 56 (16.67%) SAS
24 53 (15.77%) Software Engineering
24 53 (15.77%) Scala
25 52 (15.48%) Neo4j
25 52 (15.48%) Linux

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 91 (27.08%) Apache Spark
2 56 (16.67%) SAS
3 46 (13.69%) Node.js
4 34 (10.12%) Elasticsearch
5 33 (9.82%) Apache Pig
6 15 (4.46%) Mule
7 4 (1.19%) Apache
8 3 (0.89%) CMS
9 2 (0.60%) JBoss
9 2 (0.60%) Tomcat
9 2 (0.60%) WebLogic
9 2 (0.60%) WebSphere
10 1 (0.30%) OpenStack
Applications
1 17 (5.06%) MS Excel
1 17 (5.06%) MS PowerPoint
2 8 (2.38%) SPSS
3 4 (1.19%) GNU Octave
4 1 (0.30%) MS Office
Cloud Services
1 49 (14.58%) Amazon AWS
2 22 (6.55%) Microsoft Azure
3 18 (5.36%) GitHub
4 17 (5.06%) SaaS
5 8 (2.38%) Google Analytics
6 6 (1.79%) Cloud Computing
7 4 (1.19%) Amazon EC2
8 3 (0.89%) AWS CloudFormation
9 2 (0.60%) AdWords
9 2 (0.60%) IaaS
9 2 (0.60%) PaaS
10 1 (0.30%) Amazon S3
10 1 (0.30%) Google Cloud Platform
Communications & Networking
1 15 (4.46%) WebEx
2 8 (2.38%) Bluetooth
2 8 (2.38%) Wi-Fi
2 8 (2.38%) Wireless
3 6 (1.79%) HTTP
4 2 (0.60%) HTTPS
4 2 (0.60%) Internet
4 2 (0.60%) Unified Communications
5 1 (0.30%) AMQP
5 1 (0.30%) DNS
5 1 (0.30%) LAN
5 1 (0.30%) SNMP
5 1 (0.30%) SSH
5 1 (0.30%) TCP/IP
5 1 (0.30%) VPN
5 1 (0.30%) WAN
5 1 (0.30%) WLAN
Database & Business Intelligence
1 336 (100.00%) Big Data
2 173 (51.49%) Hadoop
3 90 (26.79%) MongoDB
4 88 (26.19%) NoSQL
5 56 (16.67%) Apache Hive
6 52 (15.48%) Neo4j
7 47 (13.99%) MySQL
8 41 (12.20%) Apache Cassandra
8 41 (12.20%) PostgreSQL
8 41 (12.20%) SQL Server
9 37 (11.01%) Pentaho
10 33 (9.82%) Data Warehouse
11 26 (7.74%) QlikView
12 25 (7.44%) Data Mining
13 21 (6.25%) Impala
14 19 (5.65%) HBase
15 17 (5.06%) SQL Server Integration Services
16 15 (4.46%) Redis
16 15 (4.46%) Relational Database
16 15 (4.46%) SQL Server Analysis Services
Development Applications
1 41 (12.20%) Jenkins
2 28 (8.33%) Git (software)
3 26 (7.74%) JIRA
4 21 (6.25%) Talend Open Studio
5 15 (4.46%) Hudson
6 10 (2.98%) SQL Server Management Studio (SSMS)
6 10 (2.98%) Vagrant
7 6 (1.79%) JUnit
7 6 (1.79%) TeamCity
8 4 (1.19%) Checkstyle
8 4 (1.19%) ERwin
8 4 (1.19%) FindBugs
8 4 (1.19%) JIRA Agile
8 4 (1.19%) Oracle APEX
8 4 (1.19%) Subversion
8 4 (1.19%) Toad
9 2 (0.60%) Eclipse
9 2 (0.60%) Selenium
10 1 (0.30%) IntelliJ
10 1 (0.30%) NetBeans
General
1 43 (12.80%) Finance
1 43 (12.80%) Retail
2 24 (7.14%) Telecoms
3 23 (6.85%) Banking
3 23 (6.85%) Marketing
4 17 (5.06%) Games
5 12 (3.57%) Advertising
6 11 (3.27%) Manufacturing
7 9 (2.68%) Law
8 7 (2.08%) Front Office
9 4 (1.19%) Financial Institution
10 2 (0.60%) Investment Banking
10 2 (0.60%) Legal
11 1 (0.30%) Electronics
11 1 (0.30%) Pharmaceutical
Job Titles
1 82 (24.40%) Developer
2 77 (22.92%) Data Scientist
3 58 (17.26%) Architect
4 54 (16.07%) Analyst
5 50 (14.88%) Data Analyst
6 35 (10.42%) Big Data Developer
7 29 (8.63%) Data Architect
8 26 (7.74%) Big Data Architect
8 26 (7.74%) Big Data Engineer
8 26 (7.74%) Consultant
9 24 (7.14%) Big Data Consultant
9 24 (7.14%) Data Consultant
10 22 (6.55%) Big Data Analyst
11 21 (6.25%) Big Data Manager
11 21 (6.25%) Data Engineer
11 21 (6.25%) Java Developer
12 18 (5.36%) Technical Architect
13 17 (5.06%) Analytics Manager
13 17 (5.06%) Senior Developer
14 16 (4.76%) Hadoop Engineer
Libraries, Frameworks & Software Standards
1 48 (14.29%) AngularJS
2 40 (11.90%) Spring
2 40 (11.90%) XML
3 35 (10.42%) HTML
4 30 (8.93%) HTML5
5 26 (7.74%) Middleware
6 18 (5.36%) jQuery
7 17 (5.06%) Hibernate
8 15 (4.46%) JSON
8 15 (4.46%) Kafka
9 13 (3.87%) CSS
9 13 (3.87%) Twitter Bootstrap
10 11 (3.27%) Spark Streaming
11 10 (2.98%) Spring XD
11 10 (2.98%) Web Services
11 10 (2.98%) XSD
12 9 (2.68%) REST
12 9 (2.68%) Struts
13 8 (2.38%) CSS3
14 7 (2.08%) .NET
Miscellaneous
1 89 (26.49%) Visualisation
2 70 (20.83%) Analytical Skills
3 59 (17.56%) Mathematics
4 56 (16.67%) Computer Science
5 28 (8.33%) Algorithms
6 26 (7.74%) Statistics
7 15 (4.46%) Data Integration
8 13 (3.87%) Cybercrime
8 13 (3.87%) Data Conversion
8 13 (3.87%) Public Cloud
9 12 (3.57%) Mobile App
9 12 (3.57%) Physics
10 11 (3.27%) Management Information System
11 9 (2.68%) Cyberthreat
11 9 (2.68%) User Experience
12 8 (2.38%) Data Centre
13 7 (2.08%) Video on Demand
14 6 (1.79%) Cyber Attack
14 6 (1.79%) PKI
14 6 (1.79%) PMI
Operating Systems
1 52 (15.48%) Linux
2 30 (8.93%) Unix
3 27 (8.04%) Android
4 16 (4.76%) Apple iOS
5 14 (4.17%) Windows
6 2 (0.60%) Windows Mobile
7 1 (0.30%) CentOS
7 1 (0.30%) Ubuntu
Processes & Methodologies
1 335 (99.70%) Analytics
2 331 (98.51%) Data Analytics
3 96 (28.57%) Agile Software Development
4 72 (21.43%) Business Intelligence
5 65 (19.35%) ETL
6 57 (16.96%) Open Source
7 53 (15.77%) Software Engineering
8 48 (14.29%) Data Visualisation
8 48 (14.29%) DevOps
9 47 (13.99%) Machine Learning
10 41 (12.20%) Data Management
11 38 (11.31%) TDD
12 36 (10.71%) Presales
13 32 (9.52%) Project Management
14 31 (9.23%) TOGAF
15 27 (8.04%) MapReduce
16 26 (7.74%) Continuous Integration
17 25 (7.44%) E-Commerce
18 23 (6.85%) Data Modelling
18 23 (6.85%) SOA
Programming Languages
1 152 (45.24%) Java
2 130 (38.69%) Python
3 122 (36.31%) SQL
4 77 (22.92%) R
5 63 (18.75%) JavaScript
6 53 (15.77%) Scala
7 38 (11.31%) C#
8 35 (10.42%) C++
9 32 (9.52%) C
10 18 (5.36%) Ruby
11 16 (4.76%) Groovy
12 15 (4.46%) T-SQL
13 14 (4.17%) MATLAB
14 9 (2.68%) Clojure
14 9 (2.68%) PL/SQL
15 6 (1.79%) VBA
16 5 (1.49%) Perl
16 5 (1.49%) Shell Script
17 4 (1.19%) PHP
18 2 (0.60%) Bash Shell
Qualifications
1 61 (18.15%) Degree
2 34 (10.12%) PhD
3 31 (9.23%) Security Cleared
4 18 (5.36%) SC Cleared
5 12 (3.57%) MBA
6 11 (3.27%) DV Cleared
7 7 (2.08%) PMI Certification
7 7 (2.08%) PMP
8 5 (1.49%) Oracle Certification
9 4 (1.19%) BPSS Clearance
10 2 (0.60%) Postgraduate
11 1 (0.30%) MCITP
11 1 (0.30%) MCSE
11 1 (0.30%) Microsoft Certification
11 1 (0.30%) Six Sigma Black Belt
Quality Assurance & Compliance
1 17 (5.06%) QA
2 13 (3.87%) Data Quality
System Software
1 21 (6.25%) HDFS
2 17 (5.06%) VMware Infrastructure
3 15 (4.46%) Docker
4 9 (2.68%) Apache Flume
5 7 (2.08%) Hyper-V
6 3 (0.89%) VirtualBox
7 2 (0.60%) Apache ZooKeeper
Systems Management
1 21 (6.25%) Puppet
2 6 (1.79%) Hadoop YARN
2 6 (1.79%) Packer
3 4 (1.19%) Oozie
4 3 (0.89%) HAProxy
5 2 (0.60%) Ambari
5 2 (0.60%) Opscode Chef
5 2 (0.60%) QRadar
6 1 (0.30%) Ansible
6 1 (0.30%) Nagios
6 1 (0.30%) ZABBIX
Vendors
1 67 (19.94%) Cloudera
2 60 (17.86%) Oracle
3 57 (16.96%) Hortonworks
4 37 (11.01%) Tableau
5 26 (7.74%) Greenplum
6 25 (7.44%) IBM
7 23 (6.85%) MuleSoft
8 22 (6.55%) Informatica
9 21 (6.25%) RapidMiner
9 21 (6.25%) Talend
10 19 (5.65%) Splunk
11 17 (5.06%) Cognos
11 17 (5.06%) VMware
12 16 (4.76%) Microsoft
13 15 (4.46%) AppDynamics
14 13 (3.87%) Google
14 13 (3.87%) TIBCO
15 11 (3.27%) Netezza
16 10 (2.98%) Teradata
17 8 (2.38%) ArcSight
Gloucester, Gloucestershire
Raytheon
Salary: Salary Negotiable + Bonus & Benefits
Posted: 3 hours ago
London
TDA Group
Posted: 5 hours ago
City, London
ANSON MCCADE
Salary: £35,000 - £53,000 + bonus and benefits
Posted: 18 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 20 hours ago
Brighton, East Sussex
X4 Group
Salary: £30k - 45k per year
Posted: 22 hours ago
London
Careerwise UK Limited
Salary: £50000 - £70000 per annum + benefits
Posted: 22 hours ago
Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £60,000 per annum
Posted: 22 hours ago
City, London
Informatiq Consulting
Salary: £45000 - £59000 per annum + Bens
Posted: 23 hours ago
Glasgow, Lanarkshire
CGI
Salary: £43000 - £50000 per annum + Benefits
Posted: Yesterday
Glasgow, Lanarkshire
CGI
Salary: £30000 - £40000 per annum + benefits
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £70000 per annum, Benefits Benefits
Posted: Yesterday
Central London / West End
Client Server
Salary: £85k to £100k + benefits
Posted: Yesterday
United Kingdom
Capgemini UK
Posted: 3 days ago
United Kingdom
Capgemini UK
Posted: 3 days ago
United Kingdom
Capgemini UK
Posted: 3 days ago
United Kingdom
Capgemini UK
Posted: 3 days ago
United Kingdom
Capgemini UK
Posted: 3 days ago
Bristol, Avon
Resourcing People Ltd.
Salary: From £50,000 to £55,000 per annum plus great benefits.
Posted: 4 days ago
City, London
onezeero.
Salary: £80000 - £120000 per annum + Bonus & Bens
Posted: 5 days ago
Oxford, Oxfordshire
Client Server
Salary: £60k to £70k + benefits
Posted: 5 days ago
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £30,000 - £100,000
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £30,000 - £100,000
Posted: 6 days ago
Central London / West End
ANSON MCCADE
Salary: £30,000 - £100,000
Posted: 6 days ago
Bristol
ABILITY Resorucing Ltd
Salary: £35000 - £55000 per annum
Posted: 8 days ago
London
Client Server
Salary: £75k to £90k + benefits
Posted: 13 days ago
Bristol, Clevedon, Portishead, Thornbury, United...
XIST4 Recruitment
Salary: £30-60,000 + Bens
Posted: 14 days ago
London
Computer Futures
Salary: £50000 - £75000 per annum + competitive
Posted: 15 days ago
London
Client Server
Salary: £85,000 to £100,000 + benefits
Posted: 16 days ago
Brentford
Computer Futures
Salary: £60000 - £75000 per annum + bonus + Benefits
Posted: 21 days ago
Twickenham
Computer Futures
Salary: £60000 - £75000 per annum + bonus + Benefits
Posted: 21 days ago