The table below looks at the statistics for Big Data skills in IT jobs advertised for the Wales region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 11 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
11 Dec 2016
Same period 2015 Same period 2014
Big Data
Rank 77 78 57
Rank change year-on-year
+1 -21
Permanent jobs citing Big Data 35 19 42
As % of all permanent IT jobs located in Wales 2.72% 1.55% 3.29%
As % of the Database & Business Intelligence category 8.27% 5.40% 9.50%
Number of salaries quoted 31 14 42
Median salary £52,000 £43,500 £42,500
Median salary % change year-on-year
+19.53% +2.35%
90% offered a salary of more than £38,400 £35,300 £33,500
10% offered a salary of more than £80,000 £53,500 £47,500
UK excluding London median salary £53,500 £51,250 £47,500
% change year-on-year
+4.39% +7.89%
Big Data
UK

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Wales region.

Database & Business Intelligence Category
Wales
Permanent IT job ads with a match in the
Database & Business Intelligence category
423 352 442
As % of all permanent IT jobs located in Wales 32.89% 28.78% 34.59%
Number of salaries quoted 370 299 399
Median salary £40,541 £35,000 £35,000
Median salary % change year-on-year
+15.83% -
90% offered a salary of more than £27,500 £25,500 £29,000
10% offered a salary of more than £76,250 £42,500 £45,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

Big Data
Jobs Demand Trend in Wales

The demand trend of job ads across the Wales region citing Big Data as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Big Data Jobs Demand Trend in Wales

Big Data
Salary Trend in Wales

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

Big Data Salary Trend in Wales

Big Data
Salary Histogram in Wales

This chart provides a salary histogram for IT jobs citing Big Data across the Wales region over the 3 months to 11 December 2016.

Big Data Salary Histogram in Wales

Big Data
Job Locations in Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the Wales region over the 3 months to 11 December 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
South Wales +17 35 £52,000 +19.53% 1
Big Data
UK

Big Data
Top 30 Related IT Skills in Wales

For the 6 months to 11 December 2016, IT jobs citing Big Data 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 Wales region with a requirement for Big Data.

1 24 (44.44%) Agile Software Development
2 22 (40.74%) Hadoop
3 15 (27.78%) QA
3 15 (27.78%) JavaScript
4 14 (25.93%) SQL
4 14 (25.93%) Java
4 14 (25.93%) Elasticsearch
4 14 (25.93%) Apache Spark
5 13 (24.07%) Linux
5 13 (24.07%) Advertising
6 12 (22.22%) MVC
6 12 (22.22%) Python
6 12 (22.22%) Scala
7 11 (20.37%) CSS
7 11 (20.37%) HTML
7 11 (20.37%) Scrum
8 10 (18.52%) Software Engineering
8 10 (18.52%) C#
8 10 (18.52%) Microsoft
8 10 (18.52%) Amazon AWS
8 10 (18.52%) Open Source
8 10 (18.52%) PaaS
9 9 (16.67%) NoSQL
9 9 (16.67%) Telecoms
9 9 (16.67%) Web Services
9 9 (16.67%) TDD
9 9 (16.67%) Computer Science
10 8 (14.81%) Time Management
10 8 (14.81%) Information Assurance
10 8 (14.81%) Statistics

Big Data
Top Related IT Skills in Wales 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 14 (25.93%) Apache Spark
1 14 (25.93%) Elasticsearch
2 7 (12.96%) Apache
3 6 (11.11%) Apache Pig
3 6 (11.11%) Cloud Foundry
4 5 (9.26%) IIS
5 2 (3.70%) JBoss
5 2 (3.70%) Oracle Workflow
Applications
1 8 (14.81%) MS Excel
2 2 (3.70%) MS Office
Cloud Services
1 10 (18.52%) Amazon AWS
1 10 (18.52%) PaaS
2 7 (12.96%) Microsoft Azure
3 2 (3.70%) Cloud Computing
Communications & Networking
1 6 (11.11%) DNS
1 6 (11.11%) iSCSI
1 6 (11.11%) Kerberos
1 6 (11.11%) NAS
1 6 (11.11%) Network Security
1 6 (11.11%) OpenLDAP
1 6 (11.11%) SAN
2 3 (5.56%) HTTP
3 1 (1.85%) Internet
3 1 (1.85%) TCP/IP
Database & Business Intelligence
1 22 (40.74%) Hadoop
2 9 (16.67%) NoSQL
3 8 (14.81%) Apache Hive
3 8 (14.81%) HBase
3 8 (14.81%) MongoDB
4 6 (11.11%) Apache Cassandra
4 6 (11.11%) Data Mining
4 6 (11.11%) Sqoop
5 5 (9.26%) MySQL
6 4 (7.41%) Data Warehouse
6 4 (7.41%) Mahout
6 4 (7.41%) Pentaho
7 3 (5.56%) Data Lake
7 3 (5.56%) HPCC
8 2 (3.70%) Oracle Database
8 2 (3.70%) Presto
8 2 (3.70%) RDBMS
8 2 (3.70%) Relational Database
8 2 (3.70%) SQL Server
9 1 (1.85%) SQLite
Development Applications
1 7 (12.96%) Selenium
2 5 (9.26%) Team Foundation Server
3 3 (5.56%) Git (software)
4 1 (1.85%) JUnit
General
1 13 (24.07%) Advertising
2 9 (16.67%) Telecoms
3 7 (12.96%) Finance
3 7 (12.96%) Marketing
4 2 (3.70%) Multimedia
Job Titles
1 15 (27.78%) Developer
2 10 (18.52%) Architect
3 8 (14.81%) Big Data Engineer
3 8 (14.81%) Security Architect
3 8 (14.81%) Senior Architect
3 8 (14.81%) Senior Security Architect
4 7 (12.96%) Software Engineer
5 6 (11.11%) Administrator
5 6 (11.11%) Java Engineer
5 6 (11.11%) Java Software Engineer
5 6 (11.11%) Linux Administrator
5 6 (11.11%) Linux Systems Administrator
5 6 (11.11%) Senior Java Engineer
5 6 (11.11%) Senior Java Software Engineer
5 6 (11.11%) Senior Software Engineer
5 6 (11.11%) Systems Administrator
6 5 (9.26%) Senior Developer
7 4 (7.41%) Data Scientist
8 3 (5.56%) Analyst
8 3 (5.56%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 11 (20.37%) CSS
1 11 (20.37%) HTML
2 9 (16.67%) Web Services
3 8 (14.81%) .NET
4 7 (12.96%) ASP.NET
5 6 (11.11%) JSON
5 6 (11.11%) Node.js
5 6 (11.11%) WCF
5 6 (11.11%) XML
6 5 (9.26%) ASP.NET Web Forms
7 4 (7.41%) AngularJS
7 4 (7.41%) CSS3
7 4 (7.41%) HTML5
7 4 (7.41%) jQuery
7 4 (7.41%) RESTful
7 4 (7.41%) SOAP
8 3 (5.56%) Ajax
8 3 (5.56%) Vue.js
9 2 (3.70%) Java EE
9 2 (3.70%) REST
Miscellaneous
1 9 (16.67%) Computer Science
2 8 (14.81%) Statistics
3 4 (7.41%) Algorithms
4 2 (3.70%) Analytical Skills
4 2 (3.70%) Data Integration
4 2 (3.70%) Mathematics
4 2 (3.70%) Social Media
5 1 (1.85%) AS400
Operating Systems
1 13 (24.07%) Linux
2 6 (11.11%) CentOS
2 6 (11.11%) Red Hat Enterprise Linux
3 3 (5.56%) Unix
Processes & Methodologies
1 24 (44.44%) Agile Software Development
2 12 (22.22%) MVC
3 11 (20.37%) Scrum
4 10 (18.52%) Open Source
4 10 (18.52%) Software Engineering
5 9 (16.67%) TDD
6 8 (14.81%) Enterprise Architecture
6 8 (14.81%) Information Assurance
6 8 (14.81%) Security Architecture
6 8 (14.81%) Time Management
7 7 (12.96%) BDD
8 6 (11.11%) E-Commerce
8 6 (11.11%) High Availability
8 6 (11.11%) Low Latency
8 6 (11.11%) Mobile Marketing
8 6 (11.11%) SDLC
9 5 (9.26%) Analytics
9 5 (9.26%) Data Cleansing
9 5 (9.26%) ETL
10 4 (7.41%) Statistical Modelling
Programming Languages
1 15 (27.78%) JavaScript
2 14 (25.93%) Java
2 14 (25.93%) SQL
3 12 (22.22%) Python
3 12 (22.22%) Scala
4 10 (18.52%) C#
5 6 (11.11%) Go
5 6 (11.11%) Ruby
6 4 (7.41%) PHP
6 4 (7.41%) R
7 3 (5.56%) C
8 2 (3.70%) C++
8 2 (3.70%) Groovy
9 1 (1.85%) T-SQL
Qualifications
1 6 (11.11%) Degree
Quality Assurance & Compliance
1 15 (27.78%) QA
System Software
1 8 (14.81%) HDFS
2 6 (11.11%) NFS
2 6 (11.11%) Squid
Systems Management
1 1 (1.85%) Opscode Chef
Vendors
1 10 (18.52%) Microsoft
2 6 (11.11%) Cloudera
2 6 (11.11%) EMC
2 6 (11.11%) Hortonworks
2 6 (11.11%) IBM
2 6 (11.11%) Red Hat
3 3 (5.56%) Zend
4 2 (3.70%) Oracle
5 1 (1.85%) Cognos
5 1 (1.85%) Informatica
5 1 (1.85%) MicroStrategy
Cardiff, South Glamorgan
IntaPeople
Salary: £27000 - £45000 per annum
Posted: 5 days ago