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 salaries offered in IT jobs that have cited Big Data Analytics over the 3 months to 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Big Data Analytics
UK / England
Rank 747 785 823
Rank change year-on-year
+38 +38
Permanent jobs citing Big Data Analytics 81 143 105
As % of all permanent IT jobs located in England 0.10% 0.15% 0.11%
As % of the Processes & Methodologies category 0.12% 0.17% 0.12%
Number of salaries quoted 64 108 88
Median salary £62,500 £65,000 £62,500
Median salary % change year-on-year
-3.84% +4.00%
90% offered a salary of more than £32,500 £47,500 £40,000
10% offered a salary of more than £100,000 £80,000 £80,000
UK excluding London median salary £60,000 £60,000 £52,500
% change year-on-year
- +14.28%

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
69069 84139 86089
As % of all permanent IT jobs located in England 88.85% 88.35% 86.66%
Number of salaries quoted 57142 70621 71057
Median salary £50,000 £50,000 £48,500
Median salary % change year-on-year
- +3.09%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £77,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Big Data Analytics
Jobs Demand Trend in England

The demand trend of job ads across the England region 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 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 25 February 2017.

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 median salaries quoted in IT jobs citing Big Data Analytics within the England region over the 3 months to 25 February 2017. 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 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
London +46 63 £63,750 -1.92% 5
North West -2 12 £32,500 -53.57% 3
South East +42 5 £95,000 +58.33% 1
South West +12 1 £50,000 -9.09%
Big Data Analytics
UK

Big Data Analytics
Top 30 Related IT Skills in England

For the 6 months to 25 February 2017, 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 across the England region with a requirement for Big Data Analytics.

1 214 (100.00%) Big Data
2 213 (99.53%) Analytics
3 209 (97.66%) Data Analytics
4 88 (41.12%) Agile Software Development
5 73 (34.11%) Java
6 72 (33.64%) Hadoop
7 70 (32.71%) Python
7 70 (32.71%) Degree
8 66 (30.84%) SQL
8 66 (30.84%) Visualisation
9 63 (29.44%) Apache Spark
10 47 (21.96%) Oracle
10 47 (21.96%) JavaScript
11 46 (21.50%) Mathematics
12 45 (21.03%) MySQL
13 42 (19.63%) Software Engineering
13 42 (19.63%) Apache Hive
13 42 (19.63%) NoSQL
14 41 (19.16%) MongoDB
14 41 (19.16%) Relational Database
14 41 (19.16%) Computer Science
15 39 (18.22%) Business Intelligence
15 39 (18.22%) AngularJS
16 38 (17.76%) Apache Pig
16 38 (17.76%) Amazon AWS
16 38 (17.76%) HTML
17 36 (16.82%) Linux
17 36 (16.82%) CSS
17 36 (16.82%) Statistics
18 35 (16.36%) Ruby

Big Data Analytics
Top Related IT Skills in England 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 63 (29.44%) Apache Spark
2 38 (17.76%) Apache Pig
3 32 (14.95%) Elasticsearch
4 24 (11.21%) SAS
5 7 (3.27%) Apache
6 3 (1.40%) Adobe Experience Manager
6 3 (1.40%) Mule
Applications
1 24 (11.21%) MS Excel
2 11 (5.14%) SPSS
3 7 (3.27%) MS PowerPoint
Business Applications
1 1 (0.47%) SAP Oil and Gas
Cloud Services
1 38 (17.76%) Amazon AWS
2 18 (8.41%) GitHub
3 15 (7.01%) Cloud Computing
4 10 (4.67%) Google Analytics
5 8 (3.74%) Microsoft Azure
6 6 (2.80%) Amazon EC2
7 4 (1.87%) Google Cloud Platform
7 4 (1.87%) IBM Cloud
8 3 (1.40%) SaaS
9 1 (0.47%) IaaS
9 1 (0.47%) PaaS
Communications & Networking
1 14 (6.54%) HTTP
2 7 (3.27%) Network Security
3 4 (1.87%) SSL
4 3 (1.40%) Internet
4 3 (1.40%) WebEx
5 2 (0.93%) LDAP
6 1 (0.47%) Kerberos
6 1 (0.47%) NAS
6 1 (0.47%) NX-OS
6 1 (0.47%) PPP
6 1 (0.47%) SAN
6 1 (0.47%) SMTP
Database & Business Intelligence
1 214 (100.00%) Big Data
2 72 (33.64%) Hadoop
3 45 (21.03%) MySQL
4 42 (19.63%) Apache Hive
4 42 (19.63%) NoSQL
5 41 (19.16%) MongoDB
5 41 (19.16%) Relational Database
6 33 (15.42%) SQL Server
7 31 (14.49%) Data Warehouse
8 30 (14.02%) RDBMS
9 19 (8.88%) SQL Server Integration Services
10 15 (7.01%) HBase
11 13 (6.07%) SQL Server Reporting Services
12 11 (5.14%) Power BI
12 11 (5.14%) QlikView
13 8 (3.74%) Data Lake
13 8 (3.74%) Data Mining
14 7 (3.27%) SQL Server Analysis Services
15 6 (2.80%) DB2
15 6 (2.80%) OLAP
Development Applications
1 19 (8.88%) JIRA
2 8 (3.74%) Git (software)
2 8 (3.74%) Jenkins
3 5 (2.34%) Subversion
3 5 (2.34%) Talend Open Studio
3 5 (2.34%) ZenHub
4 3 (1.40%) Hudson
4 3 (1.40%) Team Foundation Server
5 2 (0.93%) NUnit
5 2 (0.93%) Ranorex
5 2 (0.93%) Rhino Mocks
6 1 (0.47%) Fiddler
6 1 (0.47%) gulp
6 1 (0.47%) Maven
6 1 (0.47%) ReSharper
6 1 (0.47%) Visual Studio
General
1 25 (11.68%) Finance
2 21 (9.81%) Marketing
3 15 (7.01%) Retail
4 13 (6.07%) Advertising
5 10 (4.67%) Military
6 7 (3.27%) Telecoms
7 6 (2.80%) Games
8 3 (1.40%) Financial Institution
8 3 (1.40%) Pharmaceutical
9 2 (0.93%) Banking
9 2 (0.93%) Manufacturing
9 2 (0.93%) Music Industry
10 1 (0.47%) Dutch Language
10 1 (0.47%) Electronics
10 1 (0.47%) Spanish Language
Job Titles
1 71 (33.18%) Developer
2 37 (17.29%) Analyst
3 25 (11.68%) Architect
3 25 (11.68%) Software Engineer
4 17 (7.94%) Scala Developer
5 16 (7.48%) Big Data Developer
5 16 (7.48%) Java Developer
6 15 (7.01%) Data Architect
7 14 (6.54%) Data Analyst
7 14 (6.54%) Data Engineer
7 14 (6.54%) Software Developer
8 12 (5.61%) Data Scientist
8 12 (5.61%) Java Software Developer
9 10 (4.67%) Big Data Architect
9 10 (4.67%) Business Analyst
9 10 (4.67%) Consultant
9 10 (4.67%) Hadoop Developer
9 10 (4.67%) Java Engineer
9 10 (4.67%) Java Software Engineer
9 10 (4.67%) Junior
Libraries, Frameworks & Software Standards
1 39 (18.22%) AngularJS
2 38 (17.76%) HTML
3 36 (16.82%) CSS
4 35 (16.36%) Spring
5 32 (14.95%) HTML5
6 31 (14.49%) CSS3
7 30 (14.02%) Middleware
8 28 (13.08%) Apache Camel
9 27 (12.62%) Hibernate
9 27 (12.62%) Java EE
9 27 (12.62%) LAMP
10 26 (12.15%) Node.js
11 22 (10.28%) jQuery
11 22 (10.28%) REST
12 15 (7.01%) Akka
13 13 (6.07%) Play Framework
13 13 (6.07%) Scalaz
14 12 (5.61%) .NET
15 9 (4.21%) JSON
16 8 (3.74%) SOAP
Miscellaneous
1 41 (19.16%) Computer Science
2 31 (14.49%) Algorithms
3 27 (12.62%) Analytical Skills
3 27 (12.62%) PKI
4 17 (7.94%) User Experience
5 14 (6.54%) Data Structures
6 10 (4.67%) Mobile App
7 7 (3.27%) Cyberthreat
7 7 (3.27%) Fintech
8 6 (2.80%) Data Centre
8 6 (2.80%) iPhone
8 6 (2.80%) Management Information System
9 5 (2.34%) Semantic Web
9 5 (2.34%) Xbox
10 4 (1.87%) Social Media
11 3 (1.40%) Enterprise Software
11 3 (1.40%) Life Science
12 2 (0.93%) NHS
12 2 (0.93%) Taxonomies
13 1 (0.47%) Foreign Exchange (FX)
Operating Systems
1 36 (16.82%) Linux
2 9 (4.21%) Windows
3 4 (1.87%) Android
3 4 (1.87%) Apple iOS
3 4 (1.87%) Unix
4 1 (0.47%) AIX
4 1 (0.47%) HPUX
4 1 (0.47%) Mac OS X
4 1 (0.47%) Solaris
4 1 (0.47%) Windows 10
4 1 (0.47%) Windows 8
4 1 (0.47%) Windows Server
Processes & Methodologies
1 213 (99.53%) Analytics
2 209 (97.66%) Data Analytics
3 88 (41.12%) Agile Software Development
4 66 (30.84%) Visualisation
5 46 (21.50%) Mathematics
6 42 (19.63%) Software Engineering
7 39 (18.22%) Business Intelligence
8 36 (16.82%) Statistics
9 34 (15.89%) Open Source
9 34 (15.89%) Scrum
10 33 (15.42%) DevOps
11 31 (14.49%) Continuous Improvement
12 30 (14.02%) Time Management
13 29 (13.55%) TDD
14 25 (11.68%) Data Visualisation
15 24 (11.21%) Data Modelling
15 24 (11.21%) ETL
16 22 (10.28%) SDLC
17 21 (9.81%) Functional Programming
17 21 (9.81%) Information Security
Programming Languages
1 73 (34.11%) Java
2 70 (32.71%) Python
3 66 (30.84%) SQL
4 47 (21.96%) JavaScript
5 35 (16.36%) Ruby
5 35 (16.36%) Scala
6 33 (15.42%) Perl
7 31 (14.49%) C
8 30 (14.02%) C#
9 27 (12.62%) R
10 16 (7.48%) T-SQL
11 12 (5.61%) C++
12 9 (4.21%) MATLAB
13 6 (2.80%) Haskell
13 6 (2.80%) HiveQL
13 6 (2.80%) Lua
13 6 (2.80%) PL/SQL
14 5 (2.34%) VBA
15 4 (1.87%) SPARQL
16 3 (1.40%) Groovy
Qualifications
1 70 (32.71%) Degree
2 26 (12.15%) Security Cleared
3 20 (9.35%) DV Cleared
4 18 (8.41%) PhD
5 4 (1.87%) SC Cleared
6 2 (0.93%) CBAP
6 2 (0.93%) IIBA
7 1 (0.47%) CEH
7 1 (0.47%) CISSP
7 1 (0.47%) GCFA
7 1 (0.47%) GCIA
Quality Assurance & Compliance
1 5 (2.34%) Data Quality
2 4 (1.87%) QA
3 2 (0.93%) GCP
4 1 (0.47%) CRD IV
4 1 (0.47%) ISO20022
4 1 (0.47%) PMO
4 1 (0.47%) Solvency II
System Software
1 26 (12.15%) Hyper-V
1 26 (12.15%) VMware Infrastructure
2 8 (3.74%) HDFS
3 6 (2.80%) Virtual Machines
4 3 (1.40%) Apache Flume
4 3 (1.40%) Docker
5 1 (0.47%) EMC RecoverPoint
Systems Management
1 6 (2.80%) Kibana
2 5 (2.34%) Puppet
3 2 (0.93%) HP Quality Center
3 2 (0.93%) Oozie
4 1 (0.47%) Ansible
4 1 (0.47%) EMC VPLEX
4 1 (0.47%) logstash
4 1 (0.47%) Opscode Chef
4 1 (0.47%) Simpana
Vendors
1 47 (21.96%) Oracle
2 26 (12.15%) VMware
3 14 (6.54%) Google
4 13 (6.07%) Cognos
5 12 (5.61%) Hortonworks
5 12 (5.61%) MuleSoft
5 12 (5.61%) Tableau
6 11 (5.14%) Microsoft
7 8 (3.74%) IBM
8 7 (3.27%) Cloudera
9 6 (2.80%) Netezza
9 6 (2.80%) Sybase
10 5 (2.34%) Talend
11 4 (1.87%) Cisco
11 4 (1.87%) Greenplum
11 4 (1.87%) MicroStrategy
12 3 (1.40%) AppDynamics
12 3 (1.40%) Intel
12 3 (1.40%) Salesforce.com
12 3 (1.40%) SAP
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