Period
to 26 May 2018

The following table provides summary statistics for contract job vacancies advertised in Milton Keynes 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 26 May 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Impala
Buckinghamshire > Milton Keynes
6 months to
26 May 2018
Same period 2017 Same period 2016
Rank 95 90 89
Rank change year-on-year -5 -1 -
Contract jobs citing Impala 20 17 4
As % of all contract IT jobs advertised in Milton Keynes 1.26% 1.20% 0.28%
As % of the Database & Business Intelligence category 4.95% 8.33% 1.06%
Number of daily rates quoted 9 8 0
Milton Keynes median daily rate £463 £363 -
Median daily rate % change year-on-year +27.59% - -
Buckinghamshire median daily rate £463 £363 -
% change year-on-year +27.59% - -
Number of hourly rates quoted 0 0 0
Milton Keynes median hourly rate - - -
Buckinghamshire median hourly rate - - -

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 advertised in Milton Keynes with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Milton Keynes
Contract vacancies with a requirement for database or business intelligence skills 404 204 379
As % of all contract IT jobs advertised in Milton Keynes 25.41% 14.37% 26.82%
Number of daily rates quoted 206 106 195
Milton Keynes median daily rate £450 £398 £400
Median daily rate % change year-on-year +13.21% -0.63% +17.65%
10th Percentile £300 £263 £300
90th Percentile £575 £525 £538
Buckinghamshire median daily rate £450 £400 £400
% change year-on-year +12.50% - +14.29%
Number of hourly rates quoted 0 0 2
Milton Keynes median hourly rate - - £13.50
Buckinghamshire median hourly rate £48.50 £19.00 £15.25
% change year-on-year +155.26% +24.59% -41.35%

Impala
Job Vacancy Trend in Milton Keynes

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

Job vacancy trend for Impala in Milton Keynes

Impala
Contractor Daily Rate Trend in Milton Keynes

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Impala in Milton Keynes.

Contractor daily rate trend for Impala in Milton Keynes

Impala
Contractor Daily Rate Histogram in Milton Keynes

The daily rate distribution of IT jobs citing Impala in Milton Keynes over the 6 months to 26 May 2018.

Contractor daily rate histogram for Impala in Milton Keynes

For the 6 months to 26 May 2018, IT contractor 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 contract job ads across the Milton Keynes region with a requirement for Impala.

1 20 (100.00%) Hadoop
1 20 (100.00%) Big Data
2 19 (95.00%) Apache Hive
3 15 (75.00%) Apache Spark
4 14 (70.00%) Scala
4 14 (70.00%) Kafka
4 14 (70.00%) Java
5 10 (50.00%) Cloudera
5 10 (50.00%) Oozie
6 9 (45.00%) Sqoop
6 9 (45.00%) NoSQL
6 9 (45.00%) Scrum
7 8 (40.00%) Agile Software Development
7 8 (40.00%) Finance
7 8 (40.00%) HBase
8 7 (35.00%) Apache Flume
8 7 (35.00%) Python
8 7 (35.00%) SQL
9 6 (30.00%) Continuous Integration
10 5 (25.00%) Banking
10 5 (25.00%) Maven
11 4 (20.00%) Jenkins
11 4 (20.00%) Relational Database
11 4 (20.00%) Docker
11 4 (20.00%) Data Lake
11 4 (20.00%) Amazon AWS
11 4 (20.00%) Apache ZooKeeper
11 4 (20.00%) MapReduce
12 3 (15.00%) Tableau
12 3 (15.00%) Data Quality

Impala
Co-occurring IT Skills in Milton Keynes 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 15 (75.00%) Apache Spark
2 3 (15.00%) Apache
Cloud Services
1 4 (20.00%) Amazon AWS
2 3 (15.00%) Amazon S3
2 3 (15.00%) Microsoft Azure
3 1 (5.00%) IaaS
3 1 (5.00%) PaaS
3 1 (5.00%) SaaS
Database & Business Intelligence
1 20 (100.00%) Big Data
1 20 (100.00%) Hadoop
2 19 (95.00%) Apache Hive
3 9 (45.00%) NoSQL
3 9 (45.00%) Sqoop
4 8 (40.00%) HBase
5 4 (20.00%) Data Lake
5 4 (20.00%) Relational Database
6 3 (15.00%) Data Warehouse
6 3 (15.00%) DB2
6 3 (15.00%) MongoDB
6 3 (15.00%) MySQL
6 3 (15.00%) OLAP
6 3 (15.00%) Oracle OLAP
6 3 (15.00%) Pentaho
6 3 (15.00%) PostgreSQL
6 3 (15.00%) Power BI
6 3 (15.00%) SQL Server
6 3 (15.00%) Star Schema
Development Applications
1 5 (25.00%) Maven
2 4 (20.00%) Jenkins
3 3 (15.00%) Git (software)
3 3 (15.00%) GitLab
4 2 (10.00%) JIRA
5 1 (5.00%) SonarQube
5 1 (5.00%) Sonatype Nexus
General
1 8 (40.00%) Finance
2 5 (25.00%) Banking
3 1 (5.00%) Retail Banking
Job Titles
1 10 (50.00%) Developer
2 9 (45.00%) Big Data Developer
3 8 (40.00%) Data Engineer
4 7 (35.00%) Big Data Engineer
5 5 (25.00%) Hadoop Developer
6 4 (20.00%) Apache Spark Developer
7 3 (15.00%) Java Developer
8 2 (10.00%) Architect
8 2 (10.00%) Big Data Architect
8 2 (10.00%) Data Architect
8 2 (10.00%) Hadoop Engineer
8 2 (10.00%) Scala Developer
8 2 (10.00%) Technical Leader
9 1 (5.00%) Cloud Developer
9 1 (5.00%) Integration Developer
9 1 (5.00%) SOA Developer
Libraries, Frameworks & Software Standards
1 14 (70.00%) Kafka
2 3 (15.00%) Java EE
2 3 (15.00%) LAMP
2 3 (15.00%) LAPP Stack
2 3 (15.00%) RabbitMQ
2 3 (15.00%) Spark Streaming
3 2 (10.00%) SOAP
3 2 (10.00%) Swagger
4 1 (5.00%) Spring
4 1 (5.00%) Spring Boot
Miscellaneous
1 3 (15.00%) Data Structures
2 1 (5.00%) Analytical Skills
2 1 (5.00%) Greenfield Project
Operating Systems
1 3 (15.00%) Linux
Processes & Methodologies
1 9 (45.00%) Scrum
2 8 (40.00%) Agile Software Development
3 6 (30.00%) Continuous Integration
4 4 (20.00%) MapReduce
5 3 (15.00%) Actionable Insight
5 3 (15.00%) Analytics
5 3 (15.00%) Data Analytics
5 3 (15.00%) Data Engineering
5 3 (15.00%) Data Munging
5 3 (15.00%) Data Science
5 3 (15.00%) Data Security
5 3 (15.00%) Data Visualisation
5 3 (15.00%) Decision Tree
5 3 (15.00%) DevOps
5 3 (15.00%) ETL
5 3 (15.00%) Kimball Methodology
5 3 (15.00%) Software Deployment
5 3 (15.00%) Statistics
5 3 (15.00%) Visualisation
6 1 (5.00%) Problem-Solving
Programming Languages
1 14 (70.00%) Java
1 14 (70.00%) Scala
2 7 (35.00%) Python
2 7 (35.00%) SQL
3 3 (15.00%) HiveQL
3 3 (15.00%) PL/SQL
3 3 (15.00%) Shell Script
3 3 (15.00%) T-SQL
Quality Assurance & Compliance
1 3 (15.00%) Data Quality
1 3 (15.00%) GDPR
System Software
1 7 (35.00%) Apache Flume
2 4 (20.00%) Apache ZooKeeper
2 4 (20.00%) Docker
Systems Management
1 10 (50.00%) Oozie
2 3 (15.00%) Kibana
Vendors
1 10 (50.00%) Cloudera
2 3 (15.00%) IBM
2 3 (15.00%) Microsoft
2 3 (15.00%) Oracle
2 3 (15.00%) Splunk
2 3 (15.00%) Tableau
2 3 (15.00%) Talend