Apache Impala
UK

The following table provides summary statistics for contract job vacancies with a requirement for Impala skills. Included is a benchmarking guide to the contractor rates 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 573 674 736
Rank change year-on-year +101 +62 -167
Contract jobs citing Impala 25 45 113
As % of all contract jobs advertised in the UK 0.058% 0.075% 0.13%
As % of the Database & Business Intelligence category 0.35% 0.42% 0.63%
Number of daily rates quoted 21 24 73
10th Percentile £375 £481 £360
25th Percentile £456 £513 £450
Median daily rate (50th Percentile) £488 £540 £540
Median % change year-on-year -9.72% - +8.00%
75th Percentile £538 £575 £660
90th Percentile £738 £600 £793
UK excluding London median daily rate £500 £540 £495
% change year-on-year -7.41% +9.09% +11.24%

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 contract job vacancies with a requirement for database or business intelligence skills.

Contract vacancies with a requirement for database or business intelligence skills 7,245 10,781 17,916
As % of all contract IT jobs advertised in the UK 16.73% 18.03% 20.17%
Number of daily rates quoted 5,147 7,685 12,759
10th Percentile £350 £375 £375
25th Percentile £425 £450 £450
Median daily rate (50th Percentile) £525 £540 £545
Median % change year-on-year -2.78% -0.92% +9.00%
75th Percentile £650 £658 £650
90th Percentile £763 £750 £750
UK excluding London median daily rate £483 £500 £488
% change year-on-year -3.40% +2.56% +9.86%
Number of hourly rates quoted 144 185 187
10th Percentile £14.00 £21.24 £15.00
25th Percentile £20.98 £35.00 £22.40
Median hourly rate £40.00 £60.00 £42.50
Median % change year-on-year -33.33% +41.18% +57.52%
75th Percentile £58.55 £71.50 £60.00
90th Percentile £72.50 £79.19 £69.05
UK excluding London median hourly rate £40.00 £57.50 £35.00
% change year-on-year -30.43% +64.29% +45.83%

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
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing Impala.

Daily rate trend for Impala in the UK

Impala
Daily Rate Histogram

Daily rate distribution for jobs citing Impala over the 6 months to 27 April 2024.

Daily rate histogram for Impala in the UK

Impala
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing Impala.

Hourly rate trend for Impala in the UK

Impala
Top 8 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England +108 20 £475 -12.04% 2
London +84 12 £463 -11.53% 1
UK excluding London +65 11 £500 -7.41% 1
South East +28 6 £488 -11.36%
Work from Home +123 5 £500 -10.51%
Northern Ireland - 4 £494 -
West Midlands +25 1 £550 +1.85%
Midlands +18 1 £550 +1.85%

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 (84.00%) Apache Spark
2 3 (12.00%) Apache
3 1 (4.00%) Confluence
3 1 (4.00%) SAS
Cloud Services
1 13 (52.00%) AWS
2 9 (36.00%) Azure
2 9 (36.00%) Power Platform
3 8 (32.00%) Entra ID
4 6 (24.00%) Snowflake
5 3 (12.00%) Amazon EMR
5 3 (12.00%) Amazon S3
6 1 (4.00%) AWS Lambda
6 1 (4.00%) GCP
6 1 (4.00%) Serverless
Database & Business Intelligence
1 21 (84.00%) Apache Hive
2 19 (76.00%) Big Data
3 13 (52.00%) Tableau
4 11 (44.00%) Hadoop
5 9 (36.00%) Power BI
6 8 (32.00%) Data Warehouse
7 5 (20.00%) Sqoop
8 3 (12.00%) Data Lake
8 3 (12.00%) Oracle Reports
8 3 (12.00%) Relational Database
8 3 (12.00%) Spark SQL
9 2 (8.00%) Amazon Athena
9 2 (8.00%) Amazon Redshift
9 2 (8.00%) Microsoft Analysis Services
9 2 (8.00%) OLTP
9 2 (8.00%) SQL Server
9 2 (8.00%) SQL Server Analysis Services
9 2 (8.00%) SQL Server Reporting Services
10 1 (4.00%) Amazon RDS
10 1 (4.00%) PostgreSQL
Development Applications
1 2 (8.00%) ERwin
2 1 (4.00%) Bitbucket
2 1 (4.00%) GitLab
2 1 (4.00%) Jenkins
2 1 (4.00%) JIRA
General
1 7 (28.00%) Analytical Skills
1 7 (28.00%) Banking
2 6 (24.00%) Investment Banking
3 4 (16.00%) Finance
3 4 (16.00%) Social Skills
Job Titles
1 9 (36.00%) Architect
2 8 (32.00%) Solutions Architect
3 7 (28.00%) AWS Architect
3 7 (28.00%) AWS Solution Architect
3 7 (28.00%) Developer
4 5 (20.00%) Python Developer
5 4 (16.00%) Data Engineer
6 3 (12.00%) Big Data Developer
7 2 (8.00%) Analyst
7 2 (8.00%) Business Analyst
7 2 (8.00%) Data Analyst
7 2 (8.00%) Data Architect
7 2 (8.00%) Data Business Analyst
7 2 (8.00%) SQL Developer
8 1 (4.00%) Banking Analyst
8 1 (4.00%) Business Data Analyst
8 1 (4.00%) Data Modeller
8 1 (4.00%) Senior Analyst
8 1 (4.00%) Senior Data Analyst
8 1 (4.00%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 8 (32.00%) PySpark
1 8 (32.00%) SAML
2 2 (8.00%) Kafka
Miscellaneous
1 2 (8.00%) Data Fabric
Operating Systems
1 6 (24.00%) Unix
2 5 (20.00%) Linux
Processes & Methodologies
1 15 (60.00%) ETL
2 11 (44.00%) Data Pipeline
3 9 (36.00%) Business Intelligence
4 6 (24.00%) Data Architecture
4 6 (24.00%) Data Modelling
5 5 (20.00%) Analytics
5 5 (20.00%) Technical Debt
6 4 (16.00%) Data Analysis
6 4 (16.00%) Problem-Solving
7 3 (12.00%) Business Analysis
8 2 (8.00%) CI/CD
8 2 (8.00%) Data Acquisition
8 2 (8.00%) Data Governance
8 2 (8.00%) Data Science
8 2 (8.00%) Kimball Methodology
8 2 (8.00%) Performance Optimisation
9 1 (4.00%) Business Transformation
9 1 (4.00%) Data Analytics
9 1 (4.00%) Data Engineering
9 1 (4.00%) SQL Optimisation
Programming Languages
1 21 (84.00%) Python
2 15 (60.00%) Scala
3 14 (56.00%) SQL
4 3 (12.00%) Java
5 1 (4.00%) HiveQL
5 1 (4.00%) PL/SQL
Quality Assurance & Compliance
1 4 (16.00%) Data Quality
System Software
1 6 (24.00%) HDFS
Systems Management
1 1 (4.00%) Ansible
Vendors
1 9 (36.00%) Talend
2 6 (24.00%) Cloudera
3 4 (16.00%) Informatica
3 4 (16.00%) Oracle
4 1 (4.00%) Databricks
4 1 (4.00%) Denodo