Period
to 27 May 2018

The following table provides summary statistics for permanent job vacancies advertised in Wales with a requirement for Impala skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Impala over the 6 months to 27 May 2018 with a comparison to the same period in the previous 2 years.

Apache Impala
UK > Wales
6 months to
27 May 2018
Same period 2017 Same period 2016
Rank 127 - -
Rank change year-on-year - - -
Permanent jobs citing Impala 3 0 0
As % of all permanent IT jobs advertised in Wales 0.17% - -
As % of the Database & Business Intelligence category 0.55% - -
Number of salaries quoted 3 0 0
Wales median annual salary £47,500 - -
UK median annual salary £72,500 £68,250 £65,000
% change year-on-year +6.23% +5.00% -3.70%

Impala 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 Wales with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Wales
Permanent vacancies with a requirement for database or business intelligence skills 545 691 779
As % of all permanent IT jobs advertised in Wales 30.09% 33.71% 29.12%
Number of salaries quoted 436 581 674
Wales median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% +4.17%
10th Percentile £27,500 £25,875 £22,500
90th Percentile £52,500 £54,080 £50,000
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Impala
Job Locations in Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Impala within the Wales region over the 6 months to 27 May 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
South Wales - 3 £47,500 -
Impala
UK

For the 6 months to 27 May 2018, IT jobs citing Impala also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Wales region with a requirement for Impala.

1 3 (100.00%) ETL
1 3 (100.00%) Games
1 3 (100.00%) Scrum
1 3 (100.00%) Agile Software Development
1 3 (100.00%) Data Management
1 3 (100.00%) Data Architecture
1 3 (100.00%) Apache Hive
1 3 (100.00%) MongoDB
1 3 (100.00%) Apache Cassandra
1 3 (100.00%) NoSQL
1 3 (100.00%) Big Data
1 3 (100.00%) Apache Flume
1 3 (100.00%) Apache Pig
1 3 (100.00%) Apache Spark
2 1 (33.33%) SQL
2 1 (33.33%) Python
2 1 (33.33%) R
2 1 (33.33%) Tableau

Impala
Co-occurring 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 3 (100.00%) Apache Pig
1 3 (100.00%) Apache Spark
Database & Business Intelligence
1 3 (100.00%) Apache Cassandra
1 3 (100.00%) Apache Hive
1 3 (100.00%) Big Data
1 3 (100.00%) MongoDB
1 3 (100.00%) NoSQL
General
1 3 (100.00%) Games
Job Titles
1 2 (66.67%) Big Data Specialist
2 1 (33.33%) Big Data Engineer
2 1 (33.33%) Data Engineer
Processes & Methodologies
1 3 (100.00%) Agile Software Development
1 3 (100.00%) Data Architecture
1 3 (100.00%) Data Management
1 3 (100.00%) ETL
1 3 (100.00%) Scrum
Programming Languages
1 1 (33.33%) Python
1 1 (33.33%) R
1 1 (33.33%) SQL
System Software
1 3 (100.00%) Apache Flume
Vendors
1 1 (33.33%) Tableau