Period
to 12 December 2017

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 12 December 2017 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.

Cloudera Impala
Buckinghamshire > Milton Keynes
6 months to
12 Dec 2017
Same period 2016 Same period 2015
Rank 114 86 -
Rank change year-on-year -28 - -
Contract jobs citing Impala 8 6 0
As % of all contract IT jobs advertised in Milton Keynes 0.45% 0.48% -
As % of the Database & Business Intelligence category 2.03% 2.34% -
Number of daily rates quoted 0 1 0
Milton Keynes median daily rate - £350 -
Buckinghamshire median daily rate £450 £388 £413
% change year-on-year +16.13% -6.06% -
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 395 256 464
As % of all contract IT jobs advertised in Milton Keynes 22.20% 20.45% 24.62%
Number of daily rates quoted 180 144 205
Milton Keynes median daily rate £394 £388 £375
Median daily rate % change year-on-year +1.68% +3.33% +15.38%
10th Percentile £306 £263 £269
90th Percentile £500 £538 £525
Buckinghamshire median daily rate £394 £375 £375
% change year-on-year +5.07% - +15.38%
Number of hourly rates quoted 0 2 4
Milton Keynes median hourly rate - £37.75 £16.68
Median hourly rate % change year-on-year - +126.32% -90.47%
Buckinghamshire median hourly rate £15.75 £26.50 £22.50
% change year-on-year -40.57% +17.78% +8.43%

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

For the 6 months to 12 December 2017, IT contractor jobs citing Impala also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Milton Keynes region with a requirement for Impala.

1 8 (100.00%) Hadoop
1 8 (100.00%) Big Data
1 8 (100.00%) Kafka
2 7 (87.50%) Apache Hive
2 7 (87.50%) Apache Spark
3 6 (75.00%) Sqoop
3 6 (75.00%) Scala
3 6 (75.00%) Apache Flume
4 5 (62.50%) NoSQL
4 5 (62.50%) MapReduce
4 5 (62.50%) Finance
5 4 (50.00%) Scrum
5 4 (50.00%) Oozie
5 4 (50.00%) Data Engineering
6 3 (37.50%) Data Ingestion
6 3 (37.50%) Agile Software Development
6 3 (37.50%) Java
6 3 (37.50%) ETL
6 3 (37.50%) Data Analytics
6 3 (37.50%) Analytics
6 3 (37.50%) Big Data Analytics
6 3 (37.50%) HBase
7 2 (25.00%) Data Governance
7 2 (25.00%) Data Quality
7 2 (25.00%) Retail
7 2 (25.00%) Data Analysis
7 2 (25.00%) Use Case
7 2 (25.00%) Unix
7 2 (25.00%) Linux
7 2 (25.00%) Data Security

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 7 (87.50%) Apache Spark
2 1 (12.50%) Apache
Database & Business Intelligence
1 8 (100.00%) Big Data
1 8 (100.00%) Hadoop
2 7 (87.50%) Apache Hive
3 6 (75.00%) Sqoop
4 5 (62.50%) NoSQL
5 3 (37.50%) HBase
6 2 (25.00%) Cloudera CDH
6 2 (25.00%) Data Lake
7 1 (12.50%) Relational Database
Development Applications
1 1 (12.50%) Talend Open Studio
General
1 5 (62.50%) Finance
2 2 (25.00%) Retail
3 1 (12.50%) Banking
Job Titles
1 7 (87.50%) Big Data Engineer
1 7 (87.50%) Data Engineer
2 3 (37.50%) Architect
2 3 (37.50%) Big Data Architect
2 3 (37.50%) Data Architect
3 1 (12.50%) Apache Spark Developer
3 1 (12.50%) Big Data Developer
3 1 (12.50%) Developer
3 1 (12.50%) Hadoop Developer
3 1 (12.50%) Hadoop Engineer
Libraries, Frameworks & Software Standards
1 8 (100.00%) Kafka
2 1 (12.50%) Middleware
Operating Systems
1 2 (25.00%) Linux
1 2 (25.00%) Unix
Processes & Methodologies
1 5 (62.50%) MapReduce
2 4 (50.00%) Data Engineering
2 4 (50.00%) Scrum
3 3 (37.50%) Agile Software Development
3 3 (37.50%) Analytics
3 3 (37.50%) Big Data Analytics
3 3 (37.50%) Data Analytics
3 3 (37.50%) Data Ingestion
3 3 (37.50%) ETL
4 2 (25.00%) Data Analysis
4 2 (25.00%) Data Governance
4 2 (25.00%) Data Security
4 2 (25.00%) ETL Development
4 2 (25.00%) Functional Programming
4 2 (25.00%) Use Case
5 1 (12.50%) Cybersecurity
5 1 (12.50%) Machine Learning
Programming Languages
1 6 (75.00%) Scala
2 3 (37.50%) Java
3 1 (12.50%) Python
3 1 (12.50%) SQL
Quality Assurance & Compliance
1 2 (25.00%) Data Quality
System Software
1 6 (75.00%) Apache Flume
2 1 (12.50%) Apache ZooKeeper
2 1 (12.50%) HDFS
Systems Management
1 4 (50.00%) Oozie
Vendors
1 2 (25.00%) Cloudera
2 1 (12.50%) Talend