Period
to 19 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Bristol 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 19 July 2018 with a comparison to the same period in the previous 2 years.

Apache Impala
South West > Bristol
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 187 200 187
Rank change year-on-year +13 -13 -
Permanent jobs citing Impala 15 4 1
As % of all permanent IT jobs advertised in Bristol 0.39% 0.10% 0.028%
As % of the Database & Business Intelligence category 1.24% 0.36% 0.096%
Number of salaries quoted 8 4 1
Bristol median annual salary £50,000 £39,991 £60,000
Median salary % change year-on-year +25.03% -33.35% -
South West median annual salary £50,000 £60,000 £54,000
% change year-on-year -16.67% +11.11% -

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 Bristol with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Bristol
Permanent vacancies with a requirement for database or business intelligence skills 1,212 1,100 1,045
As % of all permanent IT jobs advertised in Bristol 31.20% 28.80% 29.76%
Number of salaries quoted 1,081 991 908
Bristol median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £28,750 £26,250 £26,250
90th Percentile £65,000 £67,500 £60,375
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

Impala
Job Vacancy Trend in Bristol

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

Job vacancy trend for Impala in Bristol

Impala
Salary Trend in Bristol

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

Salary trend for Impala in Bristol

For the 6 months to 19 July 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 Bristol region with a requirement for Impala.

1 15 (100.00%) JIRA
1 15 (100.00%) Spotfire
1 15 (100.00%) Atlassian
1 15 (100.00%) Scala
1 15 (100.00%) Hadoop
1 15 (100.00%) Visualisation
1 15 (100.00%) Microsoft Azure
1 15 (100.00%) Amazon AWS
1 15 (100.00%) Open Source
1 15 (100.00%) Apache Hive
1 15 (100.00%) Data Visualisation
1 15 (100.00%) MapReduce
1 15 (100.00%) Tableau
1 15 (100.00%) Big Data
1 15 (100.00%) Data Analytics
1 15 (100.00%) GitHub
1 15 (100.00%) Analytics
1 15 (100.00%) Apache Pig
1 15 (100.00%) Amazon EMR
1 15 (100.00%) Elasticsearch
1 15 (100.00%) Amazon Redshift
1 15 (100.00%) Docker
1 15 (100.00%) DevOps
1 15 (100.00%) Pandas
1 15 (100.00%) Coaching
1 15 (100.00%) C#
1 15 (100.00%) Java
1 15 (100.00%) SQL
1 15 (100.00%) Python
1 15 (100.00%) ETL

Impala
Co-occurring IT Skills in Bristol 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 15 (100.00%) Apache Pig
1 15 (100.00%) Apache Spark
1 15 (100.00%) Elasticsearch
Cloud Services
1 15 (100.00%) Amazon AWS
1 15 (100.00%) Amazon EMR
1 15 (100.00%) Amazon Kinesis
1 15 (100.00%) GitHub
1 15 (100.00%) Microsoft Azure
Database & Business Intelligence
1 15 (100.00%) Amazon Athena
1 15 (100.00%) Amazon Redshift
1 15 (100.00%) Apache Hive
1 15 (100.00%) Big Data
1 15 (100.00%) BigQuery
1 15 (100.00%) Hadoop
1 15 (100.00%) Power BI
1 15 (100.00%) Presto
1 15 (100.00%) Spotfire
Development Applications
1 15 (100.00%) JIRA
General
1 7 (46.67%) Electronics
Job Titles
1 15 (100.00%) AWS Engineer
1 15 (100.00%) Data Engineer
1 15 (100.00%) Hadoop Engineer
1 15 (100.00%) Senior Data Engineer
1 15 (100.00%) Senior Hadoop Engineer
Libraries, Frameworks & Software Standards
1 15 (100.00%) MLlib
1 15 (100.00%) Pandas
Miscellaneous
1 15 (100.00%) Clustering
2 7 (46.67%) User Experience
Processes & Methodologies
1 15 (100.00%) Agile Software Development
1 15 (100.00%) Analytics
1 15 (100.00%) Artificial Intelligence
1 15 (100.00%) Business Intelligence
1 15 (100.00%) Coaching
1 15 (100.00%) Data Analytics
1 15 (100.00%) Data Visualisation
1 15 (100.00%) Deployment Automation
1 15 (100.00%) DevOps
1 15 (100.00%) ETL
1 15 (100.00%) MapReduce
1 15 (100.00%) Open Source
1 15 (100.00%) Scrum
1 15 (100.00%) Visualisation
2 7 (46.67%) Continuous Delivery
2 7 (46.67%) Software Engineering
Programming Languages
1 15 (100.00%) C#
1 15 (100.00%) Java
1 15 (100.00%) Python
1 15 (100.00%) Scala
1 15 (100.00%) SQL
System Software
1 15 (100.00%) Docker
Vendors
1 15 (100.00%) Atlassian
1 15 (100.00%) Tableau