Period
to 14 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Birmingham 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 14 August 2018 with a comparison to the same period in the previous 2 years.

Apache Impala
West Midlands > Birmingham
6 months to
14 Aug 2018
Same period 2017 Same period 2016
Rank 195 - -
Rank change year-on-year - - -
Permanent jobs citing Impala 2 0 0
As % of all permanent IT jobs advertised in Birmingham 0.052% - -
As % of the Database & Business Intelligence category 0.21% - -
Number of salaries quoted 1 0 0
Birmingham median annual salary £70,000 - -
West Midlands median annual salary £70,000 - £56,250

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 Birmingham with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Birmingham
Permanent vacancies with a requirement for database or business intelligence skills 969 1,067 998
As % of all permanent IT jobs advertised in Birmingham 25.04% 27.24% 20.85%
Number of salaries quoted 803 919 847
Birmingham median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £30,550 £28,000 £22,500
90th Percentile £65,000 £60,000 £60,000
West Midlands median annual salary £42,500 £40,000 £37,500
% change year-on-year +6.25% +6.67% -

Impala
Job Vacancy Trend in Birmingham

Job postings citing Impala as a percentage of all IT jobs advertised in Birmingham.

Job vacancy trend for Impala in Birmingham

Impala
Salary Trend in Birmingham

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Impala in Birmingham.

Salary trend for Impala in Birmingham

For the 6 months to 14 August 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 Birmingham region with a requirement for Impala.

1 2 (100.00%) Finance
1 2 (100.00%) Oracle
1 2 (100.00%) SQL Server
1 2 (100.00%) Visualisation
1 2 (100.00%) Apache Hive
1 2 (100.00%) Big Data
1 2 (100.00%) Data Visualisation
1 2 (100.00%) Tableau
2 1 (50.00%) HBase
2 1 (50.00%) Apache ZooKeeper
2 1 (50.00%) Riak
2 1 (50.00%) Vertica
2 1 (50.00%) Bitbucket
2 1 (50.00%) Apache Pig
2 1 (50.00%) Bigtable
2 1 (50.00%) Jenkins
2 1 (50.00%) Ambari
2 1 (50.00%) Data Transformation
2 1 (50.00%) Elasticsearch
2 1 (50.00%) Akka
2 1 (50.00%) Oracle Database
2 1 (50.00%) Play Framework
2 1 (50.00%) HDFS
2 1 (50.00%) Functional Programming
2 1 (50.00%) User Experience
2 1 (50.00%) Apache Spark
2 1 (50.00%) Hadoop YARN
2 1 (50.00%) OLAP Cube
2 1 (50.00%) Google Cloud Platform
2 1 (50.00%) Samza

Impala
Co-occurring IT Skills in Birmingham 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 1 (50.00%) Apache
1 1 (50.00%) Apache Pig
1 1 (50.00%) Apache Spark
1 1 (50.00%) Elasticsearch
Cloud Services
1 1 (50.00%) Amazon AWS
1 1 (50.00%) AWS Lambda
1 1 (50.00%) Google Cloud Platform
1 1 (50.00%) Microsoft Azure
1 1 (50.00%) Serverless
Database & Business Intelligence
1 2 (100.00%) Apache Hive
1 2 (100.00%) Big Data
1 2 (100.00%) SQL Server
2 1 (50.00%) Apache Cassandra
2 1 (50.00%) Bigtable
2 1 (50.00%) Data Mining
2 1 (50.00%) Flink
2 1 (50.00%) Hadoop
2 1 (50.00%) HBase
2 1 (50.00%) MongoDB
2 1 (50.00%) MySQL
2 1 (50.00%) OLAP
2 1 (50.00%) OLAP Cube
2 1 (50.00%) Oracle Database
2 1 (50.00%) Oracle OLAP
2 1 (50.00%) Pentaho
2 1 (50.00%) QlikView
2 1 (50.00%) Riak
2 1 (50.00%) Spotfire
Development Applications
1 1 (50.00%) Bitbucket
1 1 (50.00%) Git (software)
1 1 (50.00%) Jenkins
1 1 (50.00%) JUnit
1 1 (50.00%) Maven
1 1 (50.00%) TestNG
General
1 2 (100.00%) Finance
2 1 (50.00%) Banking
2 1 (50.00%) Financial Institution
Job Titles
1 1 (50.00%) Apache Spark Developer
1 1 (50.00%) Consultant
1 1 (50.00%) Data Consultant
1 1 (50.00%) Developer
1 1 (50.00%) Hadoop Developer
1 1 (50.00%) Insight Consultant
1 1 (50.00%) Java Developer
1 1 (50.00%) Java Hadoop Developer
Libraries, Frameworks & Software Standards
1 1 (50.00%) Akka
1 1 (50.00%) Lucene
1 1 (50.00%) Play Framework
1 1 (50.00%) Samza
Miscellaneous
1 1 (50.00%) Computer Science
1 1 (50.00%) Fintech
1 1 (50.00%) User Experience
Processes & Methodologies
1 2 (100.00%) Data Visualisation
1 2 (100.00%) Visualisation
2 1 (50.00%) Agile Software Development
2 1 (50.00%) BDD
2 1 (50.00%) Business Intelligence
2 1 (50.00%) CAP Theorem
2 1 (50.00%) Collateral Management
2 1 (50.00%) Data Analysis
2 1 (50.00%) Data Transformation
2 1 (50.00%) ETL
2 1 (50.00%) Functional Programming
2 1 (50.00%) MVC
2 1 (50.00%) Scrum
2 1 (50.00%) Software Engineering
2 1 (50.00%) Stakeholder Management
2 1 (50.00%) TDD
Programming Languages
1 1 (50.00%) Java
1 1 (50.00%) Scala
1 1 (50.00%) SQL
Qualifications
1 1 (50.00%) Computer Science Degree
1 1 (50.00%) Degree
1 1 (50.00%) PhD
Quality Assurance & Compliance
1 1 (50.00%) QA
System Software
1 1 (50.00%) Apache ZooKeeper
1 1 (50.00%) HDFS
Systems Management
1 1 (50.00%) Ambari
1 1 (50.00%) Hadoop YARN
Vendors
1 2 (100.00%) Oracle
1 2 (100.00%) Tableau
2 1 (50.00%) Vertica