Apache Impala
UK

The following table provides summary statistics for permanent job vacancies 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 5 December 2023 with a comparison to the same period in the previous 2 years.

6 months to
5 Dec 2023
Same period 2022 Same period 2021
Rank 720 969 1015
Rank change year-on-year +249 +46 -349
Permanent jobs citing Impala 16 105 93
As % of all permanent jobs advertised in the UK 0.030% 0.085% 0.073%
As % of the Database & Business Intelligence category 0.14% 0.37% 0.27%
Number of salaries quoted 12 17 58
10th Percentile £69,250 £52,000 £45,125
25th Percentile £133,750 £57,500 £47,500
Median annual salary (50th Percentile) £145,000 £70,000 £57,500
Median % change year-on-year +107.14% +21.74% -14.81%
75th Percentile £147,500 £95,000 £75,000
90th Percentile £149,750 - £90,250
UK excluding London median annual salary £55,000 £62,500 £53,500
% change year-on-year -12.00% +16.82% +5.94%

All Database and Business Intelligence Skills
UK

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 with a requirement for database or business intelligence skills.

Permanent vacancies with a requirement for database or business intelligence skills 11,361 28,734 34,607
As % of all permanent jobs advertised in the UK 21.26% 23.14% 27.17%
Number of salaries quoted 8,551 17,608 22,386
10th Percentile £37,000 £36,750 £35,500
25th Percentile £47,000 £46,250 £42,500
Median annual salary (50th Percentile) £60,000 £62,500 £58,500
Median % change year-on-year -4.00% +6.84% +6.36%
75th Percentile £80,000 £82,500 £77,500
90th Percentile £95,000 £100,000 £95,000
UK excluding London median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% +2.04%

Impala
Job Vacancy Trend

Job postings citing Impala as a proportion of all IT jobs advertised.

Job vacancy trend for Impala in the UK

Impala
Salary Trend

3-month moving average salary quoted in jobs citing Impala.

Salary trend for Impala in the UK

Impala
Salary Histogram

Salary distribution for jobs citing Impala over the 6 months to 5 December 2023.

Salary histogram for Impala in the UK

Impala
Top 6 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Impala within the UK over the 6 months to 5 December 2023. 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
Jobs
England +252 14 £145,000 +107.14% 3
London +166 13 £145,000 +61.11% 2
UK excluding London +225 3 £55,000 -12.00% 1
Scotland +53 2 - -
Work from Home +241 1 £65,000 -31.58% 2
South West - 1 £55,000 -

Impala
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 15 (93.75%) Apache Spark
2 12 (75.00%) Apache Airflow
3 1 (6.25%) Apache
3 1 (6.25%) Apache Pulsar
3 1 (6.25%) Apache Solr
3 1 (6.25%) SAS
Applications
1 1 (6.25%) Microsoft Excel
1 1 (6.25%) Microsoft Office
1 1 (6.25%) Microsoft PowerPoint
Cloud Services
1 13 (81.25%) AWS
2 12 (75.00%) Azure
3 1 (6.25%) Azure Cosmos DB
3 1 (6.25%) Azure Data Factory
3 1 (6.25%) Cloud Computing
3 1 (6.25%) GCP
3 1 (6.25%) Google Kubernetes Engine
3 1 (6.25%) Serverless
Database & Business Intelligence
1 15 (93.75%) Apache Hive
1 15 (93.75%) Big Data
1 15 (93.75%) Hadoop
2 12 (75.00%) Data Lake
3 11 (68.75%) Presto
4 2 (12.50%) Apache Cassandra
4 2 (12.50%) HBase
4 2 (12.50%) Sqoop
5 1 (6.25%) Amazon Athena
5 1 (6.25%) Bigtable
5 1 (6.25%) Data Warehouse
5 1 (6.25%) DynamoDB
5 1 (6.25%) Flink
5 1 (6.25%) InterSystems Cache
5 1 (6.25%) MongoDB
5 1 (6.25%) NoSQL
5 1 (6.25%) PostgreSQL
5 1 (6.25%) Redis
5 1 (6.25%) SAS Enterprise Guide
Development Applications
1 1 (6.25%) Git
1 1 (6.25%) Jenkins
1 1 (6.25%) Maven
1 1 (6.25%) TeamCity
General
1 3 (18.75%) Finance
2 2 (12.50%) Banking
2 2 (12.50%) Inclusion and Diversity
2 2 (12.50%) Law
2 2 (12.50%) Legal
3 1 (6.25%) Analytical Skills
3 1 (6.25%) Games
3 1 (6.25%) Investment Banking
3 1 (6.25%) Retail Banking
3 1 (6.25%) Social Skills
Job Titles
1 12 (75.00%) Data Engineer
2 10 (62.50%) Lead
2 10 (62.50%) Lead Data Engineer
3 2 (12.50%) Administrator
3 2 (12.50%) Big Data Engineer
3 2 (12.50%) Big Data Software Engineer
3 2 (12.50%) Big Data Specialist
3 2 (12.50%) Python Engineer
3 2 (12.50%) Python Software Engineer
3 2 (12.50%) Software Engineer
4 1 (6.25%) Analyst
4 1 (6.25%) Banking Analyst
4 1 (6.25%) Big Data Manager
4 1 (6.25%) Data Administrator
4 1 (6.25%) Data Analyst
4 1 (6.25%) Data Warehouse Analyst
4 1 (6.25%) Engineering Manager
4 1 (6.25%) Hadoop Administrator
4 1 (6.25%) Senior Data Warehouse Specialist
4 1 (6.25%) Senior Manager
Libraries, Frameworks & Software Standards
1 13 (81.25%) Kafka
2 10 (62.50%) PySpark
3 2 (12.50%) Apache NiFi
4 1 (6.25%) Apache Tez
Miscellaneous
1 10 (62.50%) Algorithms
2 8 (50.00%) Distributed Systems
3 2 (12.50%) Cloud Native
3 2 (12.50%) Public Cloud
4 1 (6.25%) Blog
4 1 (6.25%) Hackathon
4 1 (6.25%) IoT
4 1 (6.25%) Market Risk
4 1 (6.25%) Reference Data
Operating Systems
1 2 (12.50%) Unix
Processes & Methodologies
1 12 (75.00%) CI/CD
2 11 (68.75%) Data Ingestion
2 11 (68.75%) Data Modelling
2 11 (68.75%) Data Science
2 11 (68.75%) ETL
3 10 (62.50%) Computer Science
3 10 (62.50%) Data Pipeline
3 10 (62.50%) Fintech
3 10 (62.50%) Machine Learning
4 4 (25.00%) Agile
5 2 (12.50%) Analytics
5 2 (12.50%) Architectural Patterns
5 2 (12.50%) Decision-Making
5 2 (12.50%) Operational Stability
5 2 (12.50%) Risk Management
5 2 (12.50%) SDLC
5 2 (12.50%) Software Engineering
6 1 (6.25%) Code Quality
6 1 (6.25%) Containerisation
6 1 (6.25%) Design Patterns
Programming Languages
1 14 (87.50%) Python
1 14 (87.50%) Scala
2 11 (68.75%) Java
3 10 (62.50%) C++
4 2 (12.50%) SQL
5 1 (6.25%) Perl
Qualifications
1 10 (62.50%) Degree
1 10 (62.50%) Master's Degree
2 1 (6.25%) Azure Certification
2 1 (6.25%) CCA
2 1 (6.25%) Microsoft Certification
2 1 (6.25%) SC Cleared
2 1 (6.25%) Security Cleared
Quality Assurance & Compliance
1 2 (12.50%) SLA
System Software
1 2 (12.50%) Apache Flume
1 2 (12.50%) HDFS
Systems Management
1 2 (12.50%) Apache Ranger
1 2 (12.50%) Hadoop YARN
1 2 (12.50%) Oozie
2 1 (6.25%) Kubernetes
Vendors
1 2 (12.50%) Cloudera
1 2 (12.50%) Microsoft