Period
to 12 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Buckinghamshire 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 12 December 2018 with a comparison to the same period in the previous 2 years.

Apache Impala
South East > Buckinghamshire
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 150 163 -
Rank change year-on-year +13 - -
Permanent jobs citing Impala 3 11 0
As % of all permanent IT jobs advertised in Buckinghamshire 0.12% 0.38% -
As % of the Database & Business Intelligence category 0.37% 1.07% -
Number of salaries quoted 0 8 0
Buckinghamshire median annual salary - £45,546 -
South East median annual salary £70,000 £47,500 £56,250
% change year-on-year +47.37% -15.56% +18.42%

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 Buckinghamshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Buckinghamshire
Permanent vacancies with a requirement for database or business intelligence skills 812 1,028 959
As % of all permanent IT jobs advertised in Buckinghamshire 33.68% 35.97% 30.96%
Number of salaries quoted 712 879 838
Buckinghamshire median annual salary £44,991 £45,000 £42,500
Median salary % change year-on-year -0.02% +5.88% +6.25%
10th Percentile £26,775 £30,000 £27,500
90th Percentile £62,500 £62,500 £58,750
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +3.45%

Impala
Job Vacancy Trend in Buckinghamshire

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

Job vacancy trend for Impala in Buckinghamshire

Impala
Salary Trend in Buckinghamshire

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

Salary trend for Impala in Buckinghamshire

Impala
Job Locations in Buckinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Impala within the Buckinghamshire region over the 6 months to 12 December 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
Milton Keynes +8 3 - - 1
Impala
South East

For the 6 months to 12 December 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 Buckinghamshire region with a requirement for Impala.

1 3 (100.00%) Hadoop
1 3 (100.00%) Apache Hive
1 3 (100.00%) HBase
1 3 (100.00%) Big Data
1 3 (100.00%) Cloudera
1 3 (100.00%) Kafka
1 3 (100.00%) Cloudera CDH
2 2 (66.67%) Data Ingestion
2 2 (66.67%) Data Lake
2 2 (66.67%) Big Data Analytics
2 2 (66.67%) High Availability
2 2 (66.67%) Unix
2 2 (66.67%) Linux
2 2 (66.67%) Use Case
2 2 (66.67%) SAS
2 2 (66.67%) Kerberos
2 2 (66.67%) MicroStrategy
2 2 (66.67%) Scrum
2 2 (66.67%) Agile Software Development
2 2 (66.67%) Banking
2 2 (66.67%) Retail
2 2 (66.67%) Data Analytics
2 2 (66.67%) Analytics
2 2 (66.67%) Problem-Solving
3 1 (33.33%) Java
3 1 (33.33%) Sqoop
3 1 (33.33%) Data Analysis
3 1 (33.33%) Scala
3 1 (33.33%) ETL
3 1 (33.33%) MapReduce

Impala
Co-occurring IT Skills in Buckinghamshire 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 2 (66.67%) SAS
2 1 (33.33%) Apache Spark
Communications & Networking
1 2 (66.67%) Kerberos
Database & Business Intelligence
1 3 (100.00%) Apache Hive
1 3 (100.00%) Big Data
1 3 (100.00%) Cloudera CDH
1 3 (100.00%) Hadoop
1 3 (100.00%) HBase
2 2 (66.67%) Data Lake
3 1 (33.33%) Sqoop
General
1 2 (66.67%) Banking
1 2 (66.67%) Retail
Job Titles
1 2 (66.67%) Administrator
1 2 (66.67%) Hadoop Administrator
2 1 (33.33%) Big Data Engineer
2 1 (33.33%) Data Engineer
2 1 (33.33%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 3 (100.00%) Kafka
Miscellaneous
1 1 (33.33%) Analytical Skills
Operating Systems
1 2 (66.67%) Linux
1 2 (66.67%) Unix
Processes & Methodologies
1 2 (66.67%) Agile Software Development
1 2 (66.67%) Analytics
1 2 (66.67%) Big Data Analytics
1 2 (66.67%) Data Analytics
1 2 (66.67%) Data Ingestion
1 2 (66.67%) High Availability
1 2 (66.67%) Problem-Solving
1 2 (66.67%) Scrum
1 2 (66.67%) Use Case
2 1 (33.33%) Analytical Thinking
2 1 (33.33%) Data Analysis
2 1 (33.33%) ETL
2 1 (33.33%) ETL Development
2 1 (33.33%) Functional Programming
2 1 (33.33%) MapReduce
Programming Languages
1 1 (33.33%) Java
1 1 (33.33%) Scala
Quality Assurance & Compliance
1 1 (33.33%) Data Quality
System Software
1 1 (33.33%) Apache Flume
Vendors
1 3 (100.00%) Cloudera
2 2 (66.67%) MicroStrategy