Period
to 15 December 2017

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 15 December 2017 with a comparison to the same period in the previous 2 years.

Cloudera Impala
South West > Bristol
6 months to
15 Dec 2017
Same period 2016 Same period 2015
Rank 191 180 -
Rank change year-on-year -11 - -
Permanent jobs citing Impala 13 3 0
As % of all permanent IT jobs advertised in Bristol 0.34% 0.092% -
As % of the Database & Business Intelligence category 1.13% 0.31% -
Number of salaries quoted 13 3 0
Bristol median annual salary £50,000 £60,000 -
Median salary % change year-on-year -16.67% - -
South West median annual salary £50,000 £65,000 -
% change year-on-year -23.08% - -

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 1154 970 1338
As % of all permanent IT jobs advertised in Bristol 30.62% 29.65% 35.52%
Number of salaries quoted 989 866 1220
Bristol median annual salary £42,500 £44,000 £40,000
Median salary % change year-on-year -3.41% +10.00% +1.27%
10th Percentile £27,950 £29,625 £27,500
90th Percentile £65,000 £72,500 £65,000
South West median annual salary £40,000 £41,500 £39,000
% change year-on-year -3.61% +6.41% +4.00%

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

Impala
Salary Histogram in Bristol

The salary distribution of IT jobs citing Impala in Bristol over the 6 months to 15 December 2017.

Salary histogram for Impala in Bristol

For the 6 months to 15 December 2017, IT jobs citing Impala 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 Bristol region with a requirement for Impala.

1 13 (100.00%) SQL
1 13 (100.00%) Python
1 13 (100.00%) Visualisation
1 13 (100.00%) Apache Hive
1 13 (100.00%) Data Visualisation
1 13 (100.00%) Big Data
2 12 (92.31%) Agile Software Development
2 12 (92.31%) Apache Spark
2 12 (92.31%) BigQuery
3 10 (76.92%) DevOps
3 10 (76.92%) Presto
3 10 (76.92%) Power BI
3 10 (76.92%) C#
3 10 (76.92%) Java
3 10 (76.92%) Business Intelligence
3 10 (76.92%) Spotfire
3 10 (76.92%) Analytics
3 10 (76.92%) Apache Pig
3 10 (76.92%) Tableau
3 10 (76.92%) Scala
3 10 (76.92%) Hadoop
4 9 (69.23%) Microsoft Azure
4 9 (69.23%) Amazon AWS
4 9 (69.23%) Amazon EMR
4 9 (69.23%) Elasticsearch
4 9 (69.23%) Amazon Redshift
4 9 (69.23%) Docker
4 9 (69.23%) Pandas
4 9 (69.23%) Clustering
4 9 (69.23%) 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 12 (92.31%) Apache Spark
2 10 (76.92%) Apache Pig
3 9 (69.23%) Elasticsearch
4 3 (23.08%) SAS
Applications
1 3 (23.08%) SPSS
Cloud Services
1 9 (69.23%) Amazon AWS
1 9 (69.23%) Amazon EMR
1 9 (69.23%) Amazon Kinesis
1 9 (69.23%) Microsoft Azure
2 7 (53.85%) GitHub
3 3 (23.08%) Cloud Computing
3 3 (23.08%) Google Cloud Platform
Database & Business Intelligence
1 13 (100.00%) Apache Hive
1 13 (100.00%) Big Data
2 12 (92.31%) BigQuery
3 10 (76.92%) Hadoop
3 10 (76.92%) Power BI
3 10 (76.92%) Presto
3 10 (76.92%) Spotfire
4 9 (69.23%) Amazon Redshift
5 3 (23.08%) Geospatial Data
5 3 (23.08%) GIS
5 3 (23.08%) NoSQL
Development Applications
1 7 (53.85%) JIRA
General
1 7 (53.85%) Electronics
2 3 (23.08%) Law
2 3 (23.08%) Marketing
Job Titles
1 10 (76.92%) Data Engineer
2 8 (61.54%) Senior Data Engineer
3 7 (53.85%) AWS Engineer
3 7 (53.85%) Hadoop Engineer
3 7 (53.85%) Senior Hadoop Engineer
4 3 (23.08%) Data Scientist
Libraries, Frameworks & Software Standards
1 9 (69.23%) MLlib
1 9 (69.23%) Pandas
2 3 (23.08%) D3.js
2 3 (23.08%) Natural Language Processing
2 3 (23.08%) TensorFlow
2 3 (23.08%) Theano
Miscellaneous
1 9 (69.23%) Clustering
2 7 (53.85%) User Experience
3 3 (23.08%) Algorithms
3 3 (23.08%) Analytical Skills
3 3 (23.08%) Blog
3 3 (23.08%) Data Protection Act
3 3 (23.08%) Management Information System
4 2 (15.38%) Internet of Things
Processes & Methodologies
1 13 (100.00%) Data Visualisation
1 13 (100.00%) Visualisation
2 12 (92.31%) Agile Software Development
3 10 (76.92%) Analytics
3 10 (76.92%) Business Intelligence
3 10 (76.92%) DevOps
4 9 (69.23%) ETL
4 9 (69.23%) MapReduce
5 8 (61.54%) Continuous Delivery
5 8 (61.54%) Data Analytics
6 7 (53.85%) Coaching
6 7 (53.85%) Open Source
6 7 (53.85%) Scrum
6 7 (53.85%) Software Engineering
7 3 (23.08%) Cluster Analysis
7 3 (23.08%) Mathematics
7 3 (23.08%) Project Planning
7 3 (23.08%) Statistical Analysis
7 3 (23.08%) Statistics
7 3 (23.08%) Web Development
Programming Languages
1 13 (100.00%) Python
1 13 (100.00%) SQL
2 10 (76.92%) C#
2 10 (76.92%) Java
2 10 (76.92%) Scala
3 3 (23.08%) JavaScript
3 3 (23.08%) MATLAB
3 3 (23.08%) R
Qualifications
1 3 (23.08%) Degree
1 3 (23.08%) Postgraduate
System Software
1 9 (69.23%) Docker
Vendors
1 10 (76.92%) Tableau
2 7 (53.85%) Atlassian