Period
to 21 February 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 21 February 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
21 Feb 2018
Same period 2017 Same period 2016
Rank 87 82 104
Rank change year-on-year -5 +22 -
Contract jobs citing Impala 20 10 2
As % of all contract IT jobs advertised in Milton Keynes 1.24% 0.79% 0.12%
As % of the Database & Business Intelligence category 5.26% 5.00% 0.45%
Number of daily rates quoted 6 3 0
Milton Keynes median daily rate £513 £350 -
Median daily rate % change year-on-year +46.43% - -
Buckinghamshire median daily rate £500 £350 £413
% change year-on-year +42.86% -15.15% -
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 380 200 442
As % of all contract IT jobs advertised in Milton Keynes 23.47% 15.84% 26.29%
Number of daily rates quoted 184 108 204
Milton Keynes median daily rate £425 £400 £375
Median daily rate % change year-on-year +6.25% +6.67% +11.52%
10th Percentile £305 £304 £275
90th Percentile £550 £539 £538
Buckinghamshire median daily rate £425 £378 £375
% change year-on-year +12.58% +0.67% +7.14%
Number of hourly rates quoted 0 1 5
Milton Keynes median hourly rate - £50.00 £14.00
Median hourly rate % change year-on-year - +257.14% -92.00%
Buckinghamshire median hourly rate - £38.25 £16.68
% change year-on-year - +129.32% -90.47%

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 21 February 2018.

Contractor daily rate histogram for Impala in Milton Keynes

For the 6 months to 21 February 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 18 (90.00%) Apache Hive
3 14 (70.00%) Kafka
3 14 (70.00%) Apache Spark
4 12 (60.00%) Scala
5 11 (55.00%) Oozie
5 11 (55.00%) Java
6 10 (50.00%) Sqoop
7 9 (45.00%) Finance
8 8 (40.00%) Apache Flume
9 7 (35.00%) Cloudera
9 7 (35.00%) Scrum
9 7 (35.00%) NoSQL
10 6 (30.00%) Agile Software Development
10 6 (30.00%) Banking
11 5 (25.00%) Data Engineering
11 5 (25.00%) Maven
11 5 (25.00%) MapReduce
11 5 (25.00%) HBase
12 4 (20.00%) Apache ZooKeeper
12 4 (20.00%) SQL
12 4 (20.00%) Python
12 4 (20.00%) Relational Database
12 4 (20.00%) Data Lake
13 3 (15.00%) Spark Streaming
13 3 (15.00%) GitLab
13 3 (15.00%) Java EE
13 3 (15.00%) Continuous Integration
14 2 (10.00%) JIRA

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 14 (70.00%) Apache Spark
2 1 (5.00%) Apache
Cloud Services
1 1 (5.00%) Amazon AWS
1 1 (5.00%) IaaS
1 1 (5.00%) PaaS
1 1 (5.00%) SaaS
Database & Business Intelligence
1 20 (100.00%) Big Data
1 20 (100.00%) Hadoop
2 18 (90.00%) Apache Hive
3 10 (50.00%) Sqoop
4 7 (35.00%) NoSQL
5 5 (25.00%) HBase
6 4 (20.00%) Data Lake
6 4 (20.00%) Relational Database
Development Applications
1 5 (25.00%) Maven
2 3 (15.00%) GitLab
3 2 (10.00%) JIRA
4 1 (5.00%) Jenkins
4 1 (5.00%) SonarQube
4 1 (5.00%) Sonatype Nexus
General
1 9 (45.00%) Finance
2 6 (30.00%) Banking
3 1 (5.00%) Retail Banking
Job Titles
1 11 (55.00%) Developer
2 10 (50.00%) Big Data Developer
3 7 (35.00%) Big Data Engineer
3 7 (35.00%) Data Engineer
4 6 (30.00%) Hadoop Developer
5 5 (25.00%) Apache Spark Developer
6 3 (15.00%) Architect
6 3 (15.00%) Big Data Architect
6 3 (15.00%) Data Architect
6 3 (15.00%) Java Developer
7 2 (10.00%) Hadoop Engineer
7 2 (10.00%) Scala Developer
7 2 (10.00%) Technical Leader
8 1 (5.00%) Cloud Developer
8 1 (5.00%) Integration Developer
8 1 (5.00%) SOA Developer
Libraries, Frameworks & Software Standards
1 14 (70.00%) Kafka
2 3 (15.00%) Java EE
2 3 (15.00%) Spark Streaming
3 2 (10.00%) SOAP
3 2 (10.00%) Swagger
4 1 (5.00%) Middleware
4 1 (5.00%) Spring Boot
Miscellaneous
1 1 (5.00%) Analytical Skills
1 1 (5.00%) Greenfield Project
Processes & Methodologies
1 7 (35.00%) Scrum
2 6 (30.00%) Agile Software Development
3 5 (25.00%) Data Engineering
3 5 (25.00%) MapReduce
4 3 (15.00%) Continuous Integration
5 1 (5.00%) Analytics
5 1 (5.00%) API Development
5 1 (5.00%) Big Data Analytics
5 1 (5.00%) Cybersecurity
5 1 (5.00%) Data Analytics
5 1 (5.00%) Data Enrichment
5 1 (5.00%) Data Ingestion
5 1 (5.00%) Data Modelling
5 1 (5.00%) Data Transformation
5 1 (5.00%) ETL
5 1 (5.00%) Machine Learning
5 1 (5.00%) SOA
Programming Languages
1 12 (60.00%) Scala
2 11 (55.00%) Java
3 4 (20.00%) Python
3 4 (20.00%) SQL
System Software
1 8 (40.00%) Apache Flume
2 4 (20.00%) Apache ZooKeeper
3 1 (5.00%) Docker
3 1 (5.00%) HDFS
Systems Management
1 11 (55.00%) Oozie
Vendors
1 7 (35.00%) Cloudera
2 1 (5.00%) Talend