Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Newport with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Big Data
South Wales > Newport
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 52 42 51
Rank change year-on-year -10 +9 -9
Permanent jobs citing Big Data 6 14 4
As % of all permanent IT jobs advertised in Newport 1.68% 3.40% 1.00%
As % of the Database & Business Intelligence category 7.50% 14.14% 3.96%
Number of salaries quoted 6 18 1
Newport median annual salary £59,000 £80,000 £21,000
Median salary % change year-on-year -26.25% +280.95% -53.33%
South Wales median annual salary £42,500 £50,000 £40,000
% change year-on-year -15.00% +25.00% -5.88%

Big Data is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Newport with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Newport
Permanent vacancies with a requirement for database or business intelligence skills 80 99 101
As % of all permanent IT jobs advertised in Newport 22.35% 24.03% 25.25%
Number of salaries quoted 78 91 92
Newport median annual salary £39,000 £45,000 £36,779
Median salary % change year-on-year -13.33% +22.35% +13.16%
10th Percentile £25,750 £33,750 £27,500
90th Percentile £57,825 £65,000 £43,241
South Wales median annual salary £38,500 £40,000 £35,000
% change year-on-year -3.75% +14.29% -

Big Data
Job Vacancy Trend in Newport

Job postings citing Big Data as a percentage of all IT jobs advertised in Newport.

Job vacancy trend for Big Data in Newport

Big Data
Salary Trend in Newport

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

Salary trend for Big Data in Newport

Big Data
Salary Histogram in Newport

The salary distribution of IT jobs citing Big Data in Newport over the 6 months to 21 November 2017.

Salary histogram for Big Data in Newport

For the 6 months to 21 November 2017, 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 Newport region with a requirement for Big Data.

1 4 (66.67%) SQL
1 4 (66.67%) SQL Server
1 4 (66.67%) OLAP
1 4 (66.67%) Visual Studio
1 4 (66.67%) ETL
1 4 (66.67%) Business Intelligence
1 4 (66.67%) Microsoft
1 4 (66.67%) Microsoft Analysis Services
1 4 (66.67%) SQL Server Reporting Services
1 4 (66.67%) Degree
1 4 (66.67%) SQL Server Analysis Services
1 4 (66.67%) Dimensional Modelling
1 4 (66.67%) Team Foundation Server
1 4 (66.67%) Microsoft Azure
1 4 (66.67%) SQL Server 2012
1 4 (66.67%) Data Transformation
1 4 (66.67%) SQL Server Integration Services
1 4 (66.67%) Coaching
1 4 (66.67%) Database Optimisation
1 4 (66.67%) Data Ingestion
1 4 (66.67%) Data Lake
2 2 (33.33%) R
3 1 (16.67%) Data Visualisation
3 1 (16.67%) Natural Language Processing
3 1 (16.67%) Machine Learning
3 1 (16.67%) Statistical Modelling
3 1 (16.67%) Cloudera
3 1 (16.67%) Data Analytics
3 1 (16.67%) Analytics
3 1 (16.67%) Metadata Management

Big Data
Co-occurring IT Skills in Newport 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:

Cloud Services
1 4 (66.67%) Microsoft Azure
Database & Business Intelligence
1 4 (66.67%) Data Lake
1 4 (66.67%) Microsoft Analysis Services
1 4 (66.67%) OLAP
1 4 (66.67%) SQL Server
1 4 (66.67%) SQL Server 2012
1 4 (66.67%) SQL Server Analysis Services
1 4 (66.67%) SQL Server Integration Services
1 4 (66.67%) SQL Server Reporting Services
2 1 (16.67%) Data Mining
2 1 (16.67%) Data Warehouse
2 1 (16.67%) Hadoop
2 1 (16.67%) NoSQL
2 1 (16.67%) Relational Database
Development Applications
1 4 (66.67%) Team Foundation Server
1 4 (66.67%) Visual Studio
Job Titles
1 3 (50.00%) Big Data Engineer
1 3 (50.00%) Cloud Engineer
1 3 (50.00%) Data Engineer
1 3 (50.00%) Senior Cloud Engineer
1 3 (50.00%) Senior Data Engineer
2 1 (16.67%) Architect
2 1 (16.67%) Big Data Architect
2 1 (16.67%) Cloud Architect
2 1 (16.67%) Data Architect
2 1 (16.67%) Data Scientist
2 1 (16.67%) Hadoop Architect
2 1 (16.67%) Senior Architect
2 1 (16.67%) Senior Data Architect
2 1 (16.67%) Senior Hadoop Architect
Libraries, Frameworks & Software Standards
1 1 (16.67%) Natural Language Processing
Miscellaneous
1 1 (16.67%) Algorithms
1 1 (16.67%) Computer Science
Processes & Methodologies
1 4 (66.67%) Business Intelligence
1 4 (66.67%) Coaching
1 4 (66.67%) Data Ingestion
1 4 (66.67%) Data Transformation
1 4 (66.67%) Database Optimisation
1 4 (66.67%) Dimensional Modelling
1 4 (66.67%) ETL
2 1 (16.67%) Agile Software Development
2 1 (16.67%) Artificial Intelligence
2 1 (16.67%) Chemistry
2 1 (16.67%) Data Analysis
2 1 (16.67%) Data Engineering
2 1 (16.67%) Data Management
2 1 (16.67%) Data Modelling
2 1 (16.67%) Mathematics
2 1 (16.67%) Physics
2 1 (16.67%) Predictive Analysis
2 1 (16.67%) Statistical Analysis
2 1 (16.67%) Statistics
2 1 (16.67%) Visualisation
Programming Languages
1 4 (66.67%) SQL
2 2 (33.33%) R
3 1 (16.67%) Python
Qualifications
1 4 (66.67%) Degree
2 1 (16.67%) PhD
Systems Management
1 1 (16.67%) Systems Management Server (SMS)
Vendors
1 4 (66.67%) Microsoft
2 1 (16.67%) Cloudera