Period
to 21 January 2019

The following table provides summary statistics for permanent job vacancies advertised in Leeds with a requirement for Apache Flume skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Flume over the 6 months to 21 January 2019 with a comparison to the same period in the previous 2 years.

Apache Flume
6 months to
21 Jan 2019
Same period 2018 Same period 2017
Rank 171 - 230
Rank change year-on-year - +230 +33
Permanent jobs citing Apache Flume 13 0 5
As % of all permanent IT jobs advertised in Leeds 0.39% - 0.094%
As % of the System Software category 2.41% - 0.70%
Number of salaries quoted 13 0 4
Leeds median annual salary £49,337 - £60,000
West Yorkshire median annual salary £49,337 - £60,000

Apache Flume is in the System Software category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Leeds with a requirement for system software skills.

All System Software Skills
Leeds
Permanent vacancies with a requirement for system software skills 539 578 713
As % of all permanent IT jobs advertised in Leeds 16.08% 12.25% 13.47%
Number of salaries quoted 493 502 621
Leeds median annual salary £42,500 £40,000 £37,500
Median salary % change year-on-year +6.25% +6.67% -
10th Percentile £22,750 £21,250 £21,250
90th Percentile £62,500 £60,000 £58,750
West Yorkshire median annual salary £40,000 £37,500 £37,500
% change year-on-year +6.67% - -2.60%

Apache Flume
Job Vacancy Trend in Leeds

Job postings citing Apache Flume as a percentage of all IT jobs advertised in Leeds.

Job vacancy trend for Apache Flume in Leeds

Apache Flume
Salary Trend in Leeds

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache Flume in Leeds.

Salary trend for Apache Flume in Leeds

Apache Flume
Salary Histogram in Leeds

The salary distribution of IT jobs citing Apache Flume in Leeds over the 6 months to 21 January 2019.

Salary histogram for Apache Flume in Leeds

For the 6 months to 21 January 2019, IT jobs citing Apache Flume also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Leeds region with a requirement for Apache Flume.

1 13 (100.00%) Java
1 13 (100.00%) SQL
1 13 (100.00%) Oracle
1 13 (100.00%) Unix
1 13 (100.00%) Python
1 13 (100.00%) ETL
1 13 (100.00%) Agile Software Development
1 13 (100.00%) Data Analysis
1 13 (100.00%) Apache Hive
1 13 (100.00%) MongoDB
1 13 (100.00%) Apache Cassandra
1 13 (100.00%) NoSQL
1 13 (100.00%) HBase
1 13 (100.00%) Machine Learning
1 13 (100.00%) Big Data
1 13 (100.00%) Hortonworks
1 13 (100.00%) Cloudera
1 13 (100.00%) GitHub
1 13 (100.00%) Analytics
1 13 (100.00%) Sqoop
1 13 (100.00%) Data Transformation
1 13 (100.00%) Oozie
1 13 (100.00%) Data Reconciliation
1 13 (100.00%) HDFS
1 13 (100.00%) DevOps
1 13 (100.00%) Mentoring
1 13 (100.00%) Coaching
1 13 (100.00%) Apache Spark
1 13 (100.00%) Spark SQL
1 13 (100.00%) Spark Streaming

Apache Flume
Co-occurring IT Skills in Leeds 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 13 (100.00%) Apache Spark
Cloud Services
1 13 (100.00%) GitHub
Database & Business Intelligence
1 13 (100.00%) Apache Cassandra
1 13 (100.00%) Apache Hive
1 13 (100.00%) Big Data
1 13 (100.00%) Hadoop
1 13 (100.00%) HBase
1 13 (100.00%) MongoDB
1 13 (100.00%) NoSQL
1 13 (100.00%) Spark SQL
1 13 (100.00%) Sqoop
2 5 (38.46%) Data Lake
Job Titles
1 13 (100.00%) Big Data Engineer
1 13 (100.00%) Data Engineer
2 8 (61.54%) Python Engineer
3 5 (38.46%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 13 (100.00%) Spark Streaming
2 8 (61.54%) Kafka
Operating Systems
1 13 (100.00%) Unix
Processes & Methodologies
1 13 (100.00%) Agile Software Development
1 13 (100.00%) Analytics
1 13 (100.00%) Coaching
1 13 (100.00%) Data Analysis
1 13 (100.00%) Data Engineering
1 13 (100.00%) Data Integration
1 13 (100.00%) Data Reconciliation
1 13 (100.00%) Data Transformation
1 13 (100.00%) DevOps
1 13 (100.00%) ETL
1 13 (100.00%) Machine Learning
1 13 (100.00%) Mentoring
1 13 (100.00%) Use Case
2 5 (38.46%) Collaborative Working
2 5 (38.46%) Data Architecture
2 5 (38.46%) Data Modelling
2 5 (38.46%) Project Management
2 5 (38.46%) Technical Leadership
2 5 (38.46%) Waterfall
Programming Languages
1 13 (100.00%) Java
1 13 (100.00%) Python
1 13 (100.00%) Scala
1 13 (100.00%) SQL
Quality Assurance & Compliance
1 5 (38.46%) QA
System Software
1 13 (100.00%) HDFS
Systems Management
1 13 (100.00%) Oozie
Vendors
1 13 (100.00%) Cloudera
1 13 (100.00%) Hortonworks
1 13 (100.00%) Oracle