Period
to 24 June 2019

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Apache Beam skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Beam over the 6 months to 24 June 2019 with a comparison to the same period in the previous 2 years.

Apache Beam
UK > England
6 months to
24 Jun 2019
Same period 2018 Same period 2017
Rank 1010 1147 1159
Rank change year-on-year +137 +12 -
Permanent jobs citing Apache Beam 39 29 7
As % of all permanent IT jobs advertised in England 0.029% 0.018% 0.004%
As % of the Libraries, Frameworks & Software Standards category 0.077% 0.044% 0.011%
Number of salaries quoted 37 18 7
England median annual salary £75,000 £65,000 £70,000
Median salary % change year-on-year +15.38% -7.14% -
10th Percentile £54,000 £57,500 £65,000
90th Percentile £88,750 £91,250 £75,000
UK median annual salary £75,000 £65,000 £70,000
% change year-on-year +15.38% -7.14% -

Apache Beam is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
England
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 50,873 66,186 66,361
As % of all permanent IT jobs advertised in England 38.18% 40.72% 40.70%
Number of salaries quoted 42,123 55,636 56,542
England median annual salary £53,000 £50,000 £47,500
Median salary % change year-on-year +6.00% +5.26% -
10th Percentile £31,250 £31,250 £29,000
90th Percentile £86,250 £80,000 £77,500
UK median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

Apache Beam
Job Vacancy Trend in England

Job postings citing Apache Beam as a percentage of all IT jobs advertised in England.

Job vacancy trend for Apache Beam in England

Apache Beam
Salary Trend in England

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

Salary trend for Apache Beam in England

Apache Beam
Salary Histogram in England

The salary distribution of IT jobs citing Apache Beam in England over the 6 months to 24 June 2019.

Salary histogram for Apache Beam in England

Apache Beam
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Beam within the England region over the 6 months to 24 June 2019. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +97 35 £75,000 -6.25% 1
East of England - 2 £60,000 -
South East - 1 £60,000 -
Apache Beam
UK

For the 6 months to 24 June 2019, IT jobs citing Apache Beam 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 England region with a requirement for Apache Beam.

1 37 (94.87%) Python
2 34 (87.18%) Apache Spark
3 33 (84.62%) Java
3 33 (84.62%) Analytics
4 32 (82.05%) Google
5 31 (79.49%) Big Data
5 31 (79.49%) Hadoop
6 30 (76.92%) SQL
6 30 (76.92%) Google Cloud Platform
7 24 (61.54%) Apache
8 22 (56.41%) Amazon AWS
9 18 (46.15%) Data Engineering
9 18 (46.15%) Data Modelling
9 18 (46.15%) ETL
10 16 (41.03%) Microsoft Azure
10 16 (41.03%) Apache Hive
10 16 (41.03%) Tableau
10 16 (41.03%) Data Science
11 15 (38.46%) Kimball Methodology
11 15 (38.46%) Data Analytics
11 15 (38.46%) Data Integration
11 15 (38.46%) Agile Software Development
12 14 (35.90%) Degree
12 14 (35.90%) Scala
13 13 (33.33%) NoSQL
14 12 (30.77%) Apache Cassandra
14 12 (30.77%) PaaS
14 12 (30.77%) Inmon Methodology
14 12 (30.77%) Netezza
14 12 (30.77%) Sybase IQ

Apache Beam
Co-occurring IT Skills in England 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 34 (87.18%) Apache Spark
2 24 (61.54%) Apache
3 10 (25.64%) Elasticsearch
4 8 (20.51%) Apache Solr
5 6 (15.38%) Apache Airflow
6 4 (10.26%) Apache Pig
7 2 (5.13%) Drupal
7 2 (5.13%) Jupyter
Cloud Services
1 30 (76.92%) Google Cloud Platform
2 22 (56.41%) Amazon AWS
3 16 (41.03%) Microsoft Azure
4 12 (30.77%) PaaS
4 12 (30.77%) Serverless
5 8 (20.51%) IaaS
5 8 (20.51%) SaaS
6 4 (10.26%) Amazon EMR
6 4 (10.26%) Amazon Kinesis
6 4 (10.26%) AWS Lambda
7 2 (5.13%) Loggly
8 1 (2.56%) AdWords
8 1 (2.56%) Google Analytics
Communications & Networking
1 8 (20.51%) Internet
Database & Business Intelligence
1 31 (79.49%) Big Data
1 31 (79.49%) Hadoop
2 16 (41.03%) Apache Hive
3 13 (33.33%) NoSQL
4 12 (30.77%) Apache Cassandra
4 12 (30.77%) Data Warehouse
4 12 (30.77%) Flink
4 12 (30.77%) Sybase IQ
5 11 (28.21%) BigQuery
5 11 (28.21%) PostgreSQL
6 8 (20.51%) HBase
6 8 (20.51%) Impala
6 8 (20.51%) MySQL
7 5 (12.82%) MongoDB
8 4 (10.26%) Relational Database
9 3 (7.69%) Data Lake
9 3 (7.69%) RDBMS
9 3 (7.69%) Star Schema
10 2 (5.13%) Looker
10 2 (5.13%) Presto
Development Applications
1 2 (5.13%) Jenkins
1 2 (5.13%) PHPUnit
1 2 (5.13%) Selenium
1 2 (5.13%) Travis CI
General
1 3 (7.69%) Advertising
1 3 (7.69%) Law
1 3 (7.69%) Marketing
2 2 (5.13%) Publishing
3 1 (2.56%) Banking
3 1 (2.56%) Front Office
Job Titles
1 21 (53.85%) Data Engineer
2 12 (30.77%) Architect
3 9 (23.08%) Data Architect
3 9 (23.08%) Senior Data Engineer
4 6 (15.38%) Cloud Engineer
5 5 (12.82%) Analyst
6 4 (10.26%) Data Analyst
6 4 (10.26%) Senior Cloud Engineer
7 3 (7.69%) Big Data Engineer
8 2 (5.13%) Consultant
8 2 (5.13%) Data Consultant
8 2 (5.13%) Data Manager
8 2 (5.13%) Domain Architect
8 2 (5.13%) Engineering Manager
8 2 (5.13%) Python Engineer
8 2 (5.13%) Senior Manager
9 1 (2.56%) Business Analyst
9 1 (2.56%) Cloud Architect
9 1 (2.56%) Development Engineer
9 1 (2.56%) Java Engineer
Libraries, Frameworks & Software Standards
1 10 (25.64%) Kafka
2 8 (20.51%) HTML
2 8 (20.51%) JSON
2 8 (20.51%) OAuth
2 8 (20.51%) OAuth2
2 8 (20.51%) XML
3 4 (10.26%) Apache NiFi
4 3 (7.69%) TensorFlow
5 2 (5.13%) .NET
5 2 (5.13%) Django
5 2 (5.13%) Keras
5 2 (5.13%) Lucene
5 2 (5.13%) Node.js
5 2 (5.13%) pytest
5 2 (5.13%) REST
5 2 (5.13%) Ruby on Rails
5 2 (5.13%) Samza
5 2 (5.13%) Spark Streaming
5 2 (5.13%) Symfony
5 2 (5.13%) Web Services
Miscellaneous
1 10 (25.64%) Data Structures
2 8 (20.51%) Public Cloud
3 5 (12.82%) Analytical Skills
3 5 (12.82%) Linux Command Line
4 4 (10.26%) Cloud Native
4 4 (10.26%) Linked Data
4 4 (10.26%) User Experience
5 3 (7.69%) Greenfield Project
6 1 (2.56%) Data Protection Act
6 1 (2.56%) Management Information System
Operating Systems
1 8 (20.51%) Unix
2 5 (12.82%) Linux
3 4 (10.26%) Mac OS X
Processes & Methodologies
1 33 (84.62%) Analytics
2 18 (46.15%) Data Engineering
2 18 (46.15%) Data Modelling
2 18 (46.15%) ETL
3 16 (41.03%) Data Science
4 15 (38.46%) Agile Software Development
4 15 (38.46%) Data Analytics
4 15 (38.46%) Data Integration
4 15 (38.46%) Kimball Methodology
5 12 (30.77%) Inmon Methodology
6 11 (28.21%) Data Architecture
6 11 (28.21%) User Stories
7 10 (25.64%) CRM
8 9 (23.08%) Open Source
9 8 (20.51%) Operations Research
10 7 (17.95%) Machine Learning
10 7 (17.95%) Microservices
11 6 (15.38%) Continuous Integration
11 6 (15.38%) TDD
11 6 (15.38%) Visualisation
Programming Languages
1 37 (94.87%) Python
2 33 (84.62%) Java
3 30 (76.92%) SQL
4 14 (35.90%) Scala
5 9 (23.08%) Bash Shell
6 2 (5.13%) PHP
6 2 (5.13%) Ruby
7 1 (2.56%) C++
7 1 (2.56%) Go
7 1 (2.56%) R
Qualifications
1 14 (35.90%) Degree
Quality Assurance & Compliance
1 2 (5.13%) QA
System Software
1 2 (5.13%) Docker
Systems Management
1 8 (20.51%) Hadoop YARN
2 2 (5.13%) Kubernetes
2 2 (5.13%) Oozie
2 2 (5.13%) Terraform
Vendors
1 32 (82.05%) Google
2 16 (41.03%) Tableau
3 12 (30.77%) Netezza
3 12 (30.77%) Sybase
4 8 (20.51%) Splunk
5 2 (5.13%) Instagram
5 2 (5.13%) New Relic
5 2 (5.13%) SaltStack
5 2 (5.13%) Talend
5 2 (5.13%) Twitter
6 1 (2.56%) DoubleClick