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 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 874 784 1146
Rank change year-on-year -90 +362 -303
Permanent jobs citing Impala 22 186 86
As % of all permanent jobs advertised in the UK 0.022% 0.18% 0.056%
As % of the Database & Business Intelligence category 0.12% 0.82% 0.20%
Number of salaries quoted 1 23 51
10th Percentile - £50,000 £46,250
25th Percentile £107,500 £59,375 £48,750
Median annual salary (50th Percentile) £115,000 £95,000 £67,500
Median % change year-on-year +21.05% +40.74% +18.42%
75th Percentile £122,500 £100,000 £76,250
90th Percentile - - £117,500
UK excluding London median annual salary - £78,750 £60,000
% change year-on-year - +31.25% +8.11%

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 18,076 22,599 42,565
As % of all permanent jobs advertised in the UK 18.44% 21.59% 27.62%
Number of salaries quoted 12,541 13,991 21,425
10th Percentile £35,000 £37,500 £36,250
25th Percentile £42,725 £47,500 £45,000
Median annual salary (50th Percentile) £57,500 £65,000 £60,000
Median % change year-on-year -11.54% +8.33% +9.09%
75th Percentile £76,250 £83,750 £78,750
90th Percentile £95,000 £103,750 £95,000
UK excluding London median annual salary £52,500 £55,000 £52,000
% change year-on-year -4.55% +5.77% +6.12%

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
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 27 April 2024. 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
UK excluding London +30 21 - - 1
Scotland - 16 - -
England -64 6 £115,000 +35.29% 2
South East +35 5 - -
Work from Home +75 1 - -
London -45 1 £115,000 +21.05% 1

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 21 (95.45%) Apache Spark
2 1 (4.55%) Apache Airflow
Cloud Services
1 22 (100.00%) AWS
2 5 (22.73%) Amazon S3
3 4 (18.18%) Amazon EMR
4 3 (13.64%) Snowflake
5 2 (9.09%) AWS Lambda
5 2 (9.09%) Serverless
6 1 (4.55%) Azure
Database & Business Intelligence
1 21 (95.45%) Apache Hive
1 21 (95.45%) Hadoop
2 18 (81.82%) Big Data
3 3 (13.64%) Amazon Athena
3 3 (13.64%) Sqoop
4 2 (9.09%) Amazon Redshift
4 2 (9.09%) Data Warehouse
5 1 (4.55%) Data Lake
5 1 (4.55%) PowerCenter
5 1 (4.55%) Presto
5 1 (4.55%) Snowflake Schema
Development Applications
1 2 (9.09%) ERwin
General
1 16 (72.73%) Finance
1 16 (72.73%) Inclusion and Diversity
1 16 (72.73%) Law
1 16 (72.73%) Legal
2 4 (18.18%) Banking
3 3 (13.64%) Analytical Skills
3 3 (13.64%) Social Skills
4 2 (9.09%) Telecoms
Job Titles
1 19 (86.36%) Data Engineer
2 17 (77.27%) Python Engineer
3 16 (72.73%) Big Data Engineer
3 16 (72.73%) Big Data Software Engineer
3 16 (72.73%) Python Software Engineer
3 16 (72.73%) Software Engineer
4 3 (13.64%) Lead
4 3 (13.64%) Lead Data Engineer
5 2 (9.09%) AWS Data Engineer
5 2 (9.09%) AWS Engineer
6 1 (4.55%) Architect
6 1 (4.55%) AWS Architect
6 1 (4.55%) Data Architect
6 1 (4.55%) Data Migration Manager
6 1 (4.55%) Data Migration Project Manager
6 1 (4.55%) Java Engineer
6 1 (4.55%) Migration Manager
6 1 (4.55%) Migration Project Manager
6 1 (4.55%) Project Manager
6 1 (4.55%) Technical Project Manager
Libraries, Frameworks & Software Standards
1 4 (18.18%) Kafka
2 1 (4.55%) PySpark
Miscellaneous
1 16 (72.73%) Cloud Native
1 16 (72.73%) Public Cloud
2 1 (4.55%) Algorithms
2 1 (4.55%) Distributed Systems
Processes & Methodologies
1 18 (81.82%) SDLC
2 17 (77.27%) CI/CD
2 17 (77.27%) Decision-Making
3 16 (72.73%) Agile
3 16 (72.73%) Operational Stability
3 16 (72.73%) Risk Management
3 16 (72.73%) Software Engineering
4 6 (27.27%) Data Modelling
5 5 (22.73%) ETL
5 5 (22.73%) Problem-Solving
6 4 (18.18%) Computer Science
6 4 (18.18%) Data Science
7 3 (13.64%) Data Governance
7 3 (13.64%) Data Migration
7 3 (13.64%) DevOps
7 3 (13.64%) Migration
7 3 (13.64%) Performance Optimisation
8 2 (9.09%) Data Ingestion
8 2 (9.09%) Data Pipeline
8 2 (9.09%) Server Migrations
Programming Languages
1 20 (90.91%) Python
1 20 (90.91%) Scala
2 4 (18.18%) Java
3 1 (4.55%) C++
3 1 (4.55%) SQL
Qualifications
1 4 (18.18%) Degree
1 4 (18.18%) Master's Degree
2 3 (13.64%) Computer Science Degree
3 1 (4.55%) AWS Certification
3 1 (4.55%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 16 (72.73%) SLA
2 3 (13.64%) Data Quality
System Software
1 4 (18.18%) HDFS
Vendors
1 5 (22.73%) Cloudera
2 4 (18.18%) Informatica