The table below looks at the statistics for Big Data Analytics skills in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited Big Data Analytics over the 3 months to 10 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
10 Feb 2016
Same period 2015 Same period 2014
Big Data Analytics
Rank 767 840 878
Rank change year-on-year
+73 +38
Permanent jobs citing Big Data Analytics 142 89 39
As % of all permanent IT jobs located in England 0.15% 0.090% 0.040%
As % of the Processes & Methodologies category 0.17% 0.11% 0.047%
Number of salaries quoted 107 78 37
Average salary £65,000 £62,500 £65,000
Average salary % change year-on-year
+4.00% -3.84%
90% offered a salary of more than £40,000 £40,000 £46,500
10% offered a salary of more than £80,000 £80,000 £105,000
UK excluding London average salary £60,000 £58,750 £53,750
% change year-on-year
+2.12% +9.30%
Big Data Analytics
UK

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

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
82058 84649 83361
As % of all permanent IT jobs located in England 86.88% 85.27% 85.04%
Number of salaries quoted 68908 70120 67040
Average salary £50,000 £49,000 £47,500
Average salary % change year-on-year
+2.04% +3.15%
90% offered a salary of more than £32,500 £31,500 £31,000
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Big Data Analytics
Jobs Demand Trend in England

This chart provides a 3-month moving total of permanent IT jobs citing Big Data Analytics across the England region as a proportion of the total demand within the Processes & Methodologies category.

Big Data Analytics Jobs Demand Trend in England

Big Data Analytics
Salary Trend in England

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

Big Data Analytics Salary Trend in England

Big Data Analytics
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Big Data Analytics across the England region over the 3 months to 10 February 2016.

Big Data Analytics Salary Histogram in England

Big Data Analytics
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Big Data Analytics within the England region over the 3 months to 10 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +28 90 £65,000 - 13
South East +40 33 £60,000 -5.88% 4
West Midlands -11 9 - -
Yorkshire - 9 - -
South West -9 3 - -
East of England - 2 £70,000 - 2
North West +27 1 £75,000 +42.85% 1
Big Data Analytics
UK

Big Data Analytics
Top 30 Related IT Skills in England

For the 6 months to 10 February 2016, IT jobs across the England region citing Big Data Analytics also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Big Data Analytics.

1 266 (100.00%) Big Data
2 263 (98.87%) Analytics
3 251 (94.36%) Data Analytics
4 137 (51.50%) Hadoop
5 124 (46.62%) Java
6 88 (33.08%) SQL
7 85 (31.95%) Python
8 71 (26.69%) Agile Software Development
9 67 (25.19%) Business Intelligence
10 65 (24.44%) ETL
10 65 (24.44%) NoSQL
11 64 (24.06%) Linux
12 63 (23.68%) MongoDB
13 62 (23.31%) Oracle
14 61 (22.93%) Degree
15 59 (22.18%) Computer Science
16 54 (20.30%) Analytical Skills
17 50 (18.80%) Visualisation
18 49 (18.42%) Data Warehouse
19 44 (16.54%) C#
19 44 (16.54%) MySQL
19 44 (16.54%) R
20 42 (15.79%) PhD
20 42 (15.79%) Software Engineering
21 40 (15.04%) Finance
21 40 (15.04%) C++
22 39 (14.66%) SQL Server
22 39 (14.66%) Data Modelling
23 38 (14.29%) Unix
24 37 (13.91%) Mathematics

Big Data Analytics
Top Related IT Skills in England by Category

For the 6 months to 10 February 2016, IT jobs across the England region citing Big Data Analytics also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Big Data Analytics. Up to 20 skills are shown per category.

Application Platforms
1 33 (12.41%) Apache Pig
2 30 (11.28%) Node.js
3 28 (10.53%) Apache Spark
4 25 (9.40%) SAS
5 18 (6.77%) Elasticsearch
6 13 (4.89%) Mule
7 6 (2.26%) Apache
8 1 (0.38%) CMS
8 1 (0.38%) IIS
8 1 (0.38%) OpenStack
8 1 (0.38%) SharePoint Server
Applications
1 16 (6.02%) MS Excel
2 13 (4.89%) MS PowerPoint
3 9 (3.38%) SPSS
4 2 (0.75%) MS Office
Business Applications
1 3 (1.13%) SAP Oil and Gas
Cloud Services
1 17 (6.39%) Amazon AWS
2 15 (5.64%) SaaS
3 11 (4.14%) GitHub
4 5 (1.88%) Cloud Computing
4 5 (1.88%) Google Analytics
4 5 (1.88%) Microsoft Azure
5 2 (0.75%) Adobe Analytics
Communications & Networking
1 13 (4.89%) WebEx
2 8 (3.01%) Bluetooth
2 8 (3.01%) Wi-Fi
2 8 (3.01%) Wireless
3 2 (0.75%) HTTPS
3 2 (0.75%) Unified Communications
4 1 (0.38%) Firewall
4 1 (0.38%) HTTP
4 1 (0.38%) Intrusion Detection
4 1 (0.38%) Kerberos
4 1 (0.38%) LAN
4 1 (0.38%) TCP/IP
4 1 (0.38%) WAN
Database & Business Intelligence
1 266 (100.00%) Big Data
2 137 (51.50%) Hadoop
3 65 (24.44%) NoSQL
4 63 (23.68%) MongoDB
5 49 (18.42%) Data Warehouse
6 44 (16.54%) MySQL
7 39 (14.66%) SQL Server
8 36 (13.53%) Apache Hive
9 35 (13.16%) Data Mining
10 30 (11.28%) PostgreSQL
11 25 (9.40%) Apache Cassandra
12 20 (7.52%) Relational Database
13 19 (7.14%) HBase
14 17 (6.39%) Neo4j
14 17 (6.39%) Redis
14 17 (6.39%) SQL Server Integration Services
15 16 (6.02%) SQL Server 2012
16 15 (5.64%) RDBMS
16 15 (5.64%) SQL Server Analysis Services
16 15 (5.64%) SQL Server Reporting Services
Development Applications
1 33 (12.41%) JIRA
2 29 (10.90%) Jenkins
3 19 (7.14%) JUnit
4 18 (6.77%) Talend Open Studio
5 15 (5.64%) Checkstyle
5 15 (5.64%) FindBugs
5 15 (5.64%) JIRA Agile
5 15 (5.64%) Subversion
5 15 (5.64%) Toad
6 14 (5.26%) Oracle APEX
7 13 (4.89%) Hudson
8 11 (4.14%) Git (software)
9 5 (1.88%) ClearCase
10 4 (1.50%) Maven
10 4 (1.50%) Selenium
10 4 (1.50%) Vagrant
11 3 (1.13%) TeamCity
12 2 (0.75%) ERwin
13 1 (0.38%) PowerDesigner
General
1 40 (15.04%) Finance
2 36 (13.53%) Retail
3 34 (12.78%) Marketing
4 21 (7.89%) Banking
5 19 (7.14%) Telecoms
6 17 (6.39%) Games
7 13 (4.89%) Legal
8 8 (3.01%) Pharmaceutical
9 6 (2.26%) Law
9 6 (2.26%) Military
9 6 (2.26%) Publishing
10 4 (1.50%) Electronics
10 4 (1.50%) Manufacturing
11 3 (1.13%) Advertising
12 1 (0.38%) Financial Institution
12 1 (0.38%) Front Office
Job Titles
1 65 (24.44%) Architect
2 52 (19.55%) Data Scientist
3 47 (17.67%) Developer
4 36 (13.53%) Analyst
5 34 (12.78%) Data Architect
6 32 (12.03%) Big Data Architect
7 31 (11.65%) Data Analyst
8 28 (10.53%) Consultant
9 26 (9.77%) Data Analytics Architect
10 25 (9.40%) Data Consultant
11 23 (8.65%) Big Data Analyst
11 23 (8.65%) Big Data Consultant
12 20 (7.52%) Big Data Developer
12 20 (7.52%) Big Data Manager
13 19 (7.14%) Big Data Engineer
14 18 (6.77%) Business Intelligence Architect
15 17 (6.39%) Java Developer
16 16 (6.02%) Senior Manager
17 15 (5.64%) Data Analytics Manager
17 15 (5.64%) Technical Architect
Libraries, Frameworks & Software Standards
1 36 (13.53%) HTML
2 34 (12.78%) AngularJS
3 33 (12.41%) Spring
4 29 (10.90%) HTML5
5 22 (8.27%) XML
6 19 (7.14%) Middleware
7 17 (6.39%) CSS
8 15 (5.64%) Hibernate
9 11 (4.14%) CSS3
9 11 (4.14%) Twitter Bootstrap
10 10 (3.76%) Natural Language Processing
10 10 (3.76%) Spring XD
11 9 (3.38%) XSD
12 8 (3.01%) Apache Camel
12 8 (3.01%) Kafka
13 7 (2.63%) Struts
14 6 (2.26%) J2EE
14 6 (2.26%) jQuery
14 6 (2.26%) REST
15 5 (1.88%) LAMP
Miscellaneous
1 59 (22.18%) Computer Science
2 54 (20.30%) Analytical Skills
3 50 (18.80%) Visualisation
4 37 (13.91%) Mathematics
5 34 (12.78%) Algorithms
5 34 (12.78%) Statistics
6 24 (9.02%) Data Integration
7 14 (5.26%) Physics
8 13 (4.89%) Data Conversion
8 13 (4.89%) Public Cloud
9 10 (3.76%) Mobile App
10 8 (3.01%) PKI
11 7 (2.63%) Video on Demand
12 6 (2.26%) Management Information System
13 5 (1.88%) Artificial Intelligence
13 5 (1.88%) Cyberthreat
13 5 (1.88%) PMI
13 5 (1.88%) Replication
14 4 (1.50%) Hedge funds
14 4 (1.50%) Security Operations Centre
Operating Systems
1 64 (24.06%) Linux
2 38 (14.29%) Unix
3 16 (6.02%) Android
4 15 (5.64%) Apple iOS
5 10 (3.76%) Windows
6 1 (0.38%) CentOS
6 1 (0.38%) Oracle Linux
6 1 (0.38%) Windows Server
6 1 (0.38%) Windows Server 2012
Processes & Methodologies
1 263 (98.87%) Analytics
2 251 (94.36%) Data Analytics
3 71 (26.69%) Agile Software Development
4 67 (25.19%) Business Intelligence
5 65 (24.44%) ETL
6 42 (15.79%) Software Engineering
7 39 (14.66%) Data Modelling
8 37 (13.91%) DevOps
9 36 (13.53%) Machine Learning
10 32 (12.03%) Data Management
10 32 (12.03%) Project Management
11 26 (9.77%) E-Commerce
11 26 (9.77%) Open Source
12 23 (8.65%) Presales
12 23 (8.65%) TDD
13 20 (7.52%) Predictive Modelling
13 20 (7.52%) SOA
14 19 (7.14%) Data Visualisation
14 19 (7.14%) TOGAF
15 18 (6.77%) Use Case
Programming Languages
1 124 (46.62%) Java
2 88 (33.08%) SQL
3 85 (31.95%) Python
4 44 (16.54%) C#
4 44 (16.54%) R
5 40 (15.04%) C++
6 34 (12.78%) JavaScript
7 30 (11.28%) C
8 23 (8.65%) Ruby
9 21 (7.89%) Scala
10 17 (6.39%) PL/SQL
11 16 (6.02%) Shell Script
12 13 (4.89%) Groovy
13 12 (4.51%) Perl
14 11 (4.14%) MATLAB
15 9 (3.38%) Clojure
16 5 (1.88%) PHP
16 5 (1.88%) T-SQL
17 3 (1.13%) Bash Shell
18 2 (0.75%) VBA
Qualifications
1 61 (22.93%) Degree
2 42 (15.79%) PhD
3 15 (5.64%) Security Cleared
4 14 (5.26%) MBA
5 13 (4.89%) SC Cleared
6 9 (3.38%) DV Cleared
7 5 (1.88%) Oracle Certification
7 5 (1.88%) PMI Certification
7 5 (1.88%) PMP
8 4 (1.50%) Six Sigma Black Belt
9 2 (0.75%) ISTQB
10 1 (0.38%) Postgraduate
Quality Assurance & Compliance
1 11 (4.14%) QA
2 3 (1.13%) Data Quality
System Software
1 22 (8.27%) VMware Infrastructure
2 18 (6.77%) HDFS
3 8 (3.01%) Hyper-V
4 4 (1.50%) Docker
5 3 (1.13%) Apache Flume
Systems Management
1 21 (7.89%) Puppet
2 6 (2.26%) Opscode Chef
3 5 (1.88%) Oozie
4 3 (1.13%) Packer
5 2 (0.75%) QRadar
6 1 (0.38%) Hadoop YARN
6 1 (0.38%) Salt
Vendors
1 62 (23.31%) Oracle
2 27 (10.15%) Microsoft
2 27 (10.15%) VMware
3 20 (7.52%) Greenplum
4 19 (7.14%) Cloudera
5 18 (6.77%) Talend
6 17 (6.39%) Hortonworks
7 16 (6.02%) Splunk
8 13 (4.89%) AppDynamics
8 13 (4.89%) MuleSoft
8 13 (4.89%) Tableau
9 10 (3.76%) Informatica
10 8 (3.01%) Cognos
11 7 (2.63%) Netezza
11 7 (2.63%) SAP
12 6 (2.26%) Google
13 5 (1.88%) Sybase
14 4 (1.50%) IBM
14 4 (1.50%) MapR
14 4 (1.50%) Teradata
London
Client Server
Salary: £55k to £65k + benefits
Posted: Yesterday
Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £60,000 per annum
Posted: 2 days ago
Oxfordshire
Experis Ltd
Salary: £58000.00 - £65000.00 per annum + Benefits
Posted: 2 days ago
West London
Optima Connections
Salary: From £60,000 to £70,000 per annum Bonus + Benefits
Posted: 2 days ago
London
Jonathan Garth
Salary: From £90,000 to £120,000 per annum
Posted: 6 days ago
London
Salt
Salary: £45000 - £65000 per annum + Excellent Benefits
Posted: 6 days ago
Central London / West End
ANSON MCCADE
Salary: £35,000 - £53,000 + bonus and benefits
Posted: 6 days ago
City of London
Talent Point
Salary: £70000.00 - £90000.00 per annum
Posted: 8 days ago
London
Recruitment Revolution Limited
Salary: up to £35,000 + Excellent Benefits and Perks Package
Posted: 11 days ago
London
Comparethemarket.com
Salary: Up to £90,000 + Bonus + Benefits
Posted: 16 days ago
Stevenage
Hays Specialist Recruitment Ltd
Salary: £60000.00 - £70000.00 per annum + bonus, car allowance and ben's
Posted: 16 days ago
London
comparethemarket.com
Salary: Up to £93,500 + Bonus + Benefits
Posted: 27 days ago
Peterborough, Cambridgeshire
comparethemarket.com
Salary: Up to £90,000 + Bonus + Benefits
Posted: 27 days ago
City, London
Talex Index LTD.
Salary: Unspecified competitive
Posted: 27 days ago
Manchester
Computer Futures
Salary: £12000 - £150000 per annum + Package, Bens
Posted: 28 days ago